THE WELCH COMPANY
440 Davis Court #1602
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415 781 5700
rod@welchco.com


S U M M A R Y


DIARY: November 19, 2015 09:41 PM Thursday; Rod Welch

VA Doctor Lygia Stewart letter submits research on CCTA and statin side effects.

1...Summary/Objective
2...ACCURACY Trial CCTA Assess CVD Stenosis Severity
3...Coronary artery plaque composition & coronary artery stenosis severity - Results from the prospective multicenter ACCURACY trial_Min
4...Calcium Scoring CCTA
5...Expert Consensus Coronary Artery Calcium Scoring by CT Global Cardiovascular Risk Assessment ACCF_AHA_2007.pdf
........ACCF/AHA 2007 Clinical Expert Consensus Document
........on Coronary Artery Calcium Scoring By Computed
........Tomography in Global Cardiovascular Risk Assessment
........and in Evaluation of Patients With Chest Pain
........Writing Committee Members...
........Task Force Members
........Introduction to CAC Measurement
........Role of Risk Assessment in Cardiovascular Medicine
........Matching Intensity of Intervention With Severity of Risk
........Current Approaches to Global Risk Assessment and to
........Assessment of Incremental Risk Using New Tests
........Risk Assessment for Coronary Heart Disease in Asymptomatic Populations
........Prognosis by Coronary Artery Calcium Measurements
........Theoretical Relationship Between Coronary Calcification and CHD Events
........Approaches to Technology Assessment in CHD Screening
........Systematic Reviews and Meta-Analyses
........Data Quality Issues
........Inclusion Criteria and Endpoint Definitions for the Present Analysis
........Prognostic Value of CAC Scores From Published Reports From 2003?2005
6...Long-Term Prognosis Associated With Coronary Calcification_Budoff.2007.pdf
........Long-Term Prognosis Associated With Coronary Calcification
........Observations From a Registry of 25,253 Patients

ACTION ITEMS.................. Click here to comment!

1...Who performs "Quantitative coronary angiography" (QCA) that can assess

CONTACTS 

SUBJECTS
Default Null Subject Account for Blank Record                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
0403 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
0403 -    ..
0404 - Summary/Objective                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
0405 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
040501 - Follow up ref SDS 11 0000.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
040502 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040503 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040504 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040505 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040506 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040508 -  ..
0406 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
0407 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
0408 - Progress                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
0409 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
040901 - Received letter from Doctor Stewart saying...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
040902 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040903 -    1.  Subject:  RE: [EXTERNAL] CCTA Calcium Score and Labs                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
040904 -        Date:  2015-11-19 18:44                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
040908 -         ..
040909 -    2.  Hi Mr. Welch,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
040910 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040911 -        Attached are some articles on Statins and coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
040912 -        calcium that you may find interesting.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
040914 -  ..
040915 - This letter implements Doctor Stewart's work plan to submit medical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
040916 - articles, as she discussed during telecon on 151104 1114, ref SDS 12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
040917 - O66N, restating prior planning during a meeting on 150925 0336,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040918 - ref SDS 4 EB5F, which followed up letter to Doctor Stewart that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040919 - reviewed planning for ordering CCTA to test response to treatment for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040920 - regression of atherosclerosis, shown in the record on 151029 2257.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
040921 - ref SDS 11 K17I                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040922 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040923 -            [On 151120 2312 letter responds thanking Doctor Stewart for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
040924 -            submitting articles on statin side effects, and on CCTA to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040925 -            measure response to treatment. ref SDS 13 4X5I                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040927 -             ..
040928 -            [On 151203 0953 brief meeting with Doctor Stewart - thanked                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
040929 -            her for articles she sent on 151124, presenting side                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040930 -            effects taking Atorvastatin 10 mg lowers CoQ10 required to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040931 -            metabolize food into energy, ref SDS 14 4X5I; further                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
040932 -            advised that careful review of articles submitted on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040933 -            151119, provide important guidance on CCTA protocols,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
040934 -            ref SDS 0 4X5I, for collaborating with Radiology to clarify                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
040935 -            vague findings reported for CCTA test on 151019.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
040936 -            ref SDS 8 JW8O                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040938 -  ..
040939 - Letter from Doctor Stewart continues...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
040940 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040941 -    3.  Lygia Stewart, MD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
040942 -        Chief General Surgery, SF VAMC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040943 -        Professor of Clinical Surgery, UCSF                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
040944 -        Chair VA NSO General Surgery Advisory Board                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
040945 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040946 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040948 -         ..
040949 -    4.  Attachments...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040950 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040951 -        1.  Coronary artery plaque composition & coronary artery stenosis severity - Results from the prospective multicenter ACCURACY trial_Min.2011.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                      
040952 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040953 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Coronary-artery-plaque-composition-coronary-artery-stenosis-severity-2011.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
040954 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040955 -            Reviewed below. ref SDS 0 TE4K                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
040957 -             ..
040958 -        2.  Do Statins Cause Diabetes_Goldstein.2013.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
040959 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040960 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Do-Statins-Cause-Diabetes_Goldstein.2013.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
040962 -             ..
040963 -            Review pending...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
040965 -             ..
040966 -        3.  Expert Consensus Coronary Artery Calcium Scoring by CT Global Cardiovascular Risk Assessment ACCF_AHA_2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
040967 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040968 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Expert-Consensus-Coronary-Artery-Calcium-Scoring-Risk Assessment ACCF_AHA_2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
040970 -             ..
040971 -            Reviewed below. ref SDS 0 EJ8I                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
040973 -             ..
040974 -        4.  Long-Term Prognosis Associated With Coronary Calcification_Budoff.2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
040975 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040976 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Long-Term-Prognosis-Associated-With-Coronary-Calcification_Budoff-2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
040978 -             ..
040979 -        5.  Statins stimulate atherosclerosis and heart failure Pharmacological Mechanisms_Okuyama.2015.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
040980 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040981 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Statins-stimulate-atherosclerosis-and-heart-failure_Okuyama-2015.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
040983 -             ..
040984 -        6.  Statins use and coronary artery plaque composition - Multicenter CONFIRM Registry_Nakasato.2012.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
040985 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040986 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Statins-use-and-coronary-artery-plaque-composition_Nakasato-2012.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
040987 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040988 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040989 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040990 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040991 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
040992 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
0410 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     

SUBJECTS
Default Null Subject Account for Blank Record                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
0503 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050401 -  ..
050402 - ACCURACY Trial CCTA Assess CVD Stenosis Severity                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050403 - Coronary artery plaque composition & coronary artery stenosis severity - Results from the prospective multicenter ACCURACY trial_Min                                                                                                                                                                                                                                                                                                                                                                                                                         
050404 - 
050405 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050406 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Coronary-artery-plaque-composition-coronary-artery-stenosis-severity-2011.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050407 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050408 -    1.  Atherosclerosis 219(2011)573?578                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050409 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050410 -        Contents listsavailableat ScienceDirect                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050412 -         ..
050413 -        Atherosclerosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050414 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050415 -        journal homepage: www.elsevier.com/locate/atherosclerosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050417 -         ..
050418 -        Relationship of coronary artery plaque composition to coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050419 -        artery stenosis severity:  Results from the prospective                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050420 -        multicenter ACCURACY trial                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050422 -         ..
050423 -        James K. Mina,b,*, MichaelEdwardesc, FayY.Lina, TroyLabountya,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050424 -        JonathanW.Weinsafta,b,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050425 -        Jin-Ho Choia,d, AugustinDelagoe, LesleeJ.Shawf,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050426 -        DanielS.Bermang, MatthewJ.Budoffh                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050428 -             ..
050429 -        a.  Department of Medicine, Greenberg Division of Cardiology, Weill                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050430 -            Cornell Medical College and the New York Presbyterian Hospital,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050431 -            520E., 70th Street, Starr Pavilion, K-415, New York, NY 10021,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050432 -            United States                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050434 -             ..
050435 -        b.  Department of Radiology, Weill Cornell Medical College and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050436 -            the New York Presbyterian Hospital, New York, NY, United                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050437 -            States                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050439 -             ..
050440 -        c.  Everest Clinical Research Services, Ontario, Canada                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050442 -             ..
050443 -        d.  Sungkyunkwan University School of Medicine, Samsung Medical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050444 -            Center, Seoul, Republic of Korea                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050446 -             ..
050447 -        e.  Capital Cardiology Associates, Albany, NY, United States                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050449 -             ..
050450 -        f.  Department of Medicine, Emory University School,United                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050451 -            States                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050453 -             ..
050454 -        g.  Cedars Sinai Medical Center, Los Angeles, CA, United States                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050456 -             ..
050457 -        h.  Los Angeles Biomedical Research Institute at Harbor-UCLA,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050458 -            Torrance, CA, United States                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050459 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050461 -         ..
050462 -    2.  Article Info                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050463 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050464 -        Article Histor:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050465 -        Received 13 February 2011                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050466 -        Received in revised form 29 April 2011                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050467 -        Accepted 24 May 2011                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050468 -        Available online 31 May 2011                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050470 -         ..
050471 -    3.  Keywords:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050472 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050473 -        Computed tomography                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050474 -        Coronary artery disease                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050475 -        Angiography                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050476 -        Plaque composition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050478 -         ..
050479 -    4.  Abstract                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050480 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050481 -        Objectives:  The purpose of this study was to determine the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050482 -        relationship of coronary artery plaque composition as detected                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050483 -        by coronary computed tomographic angiography (CCTA) to luminal                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050484 -        diameter stenosis severity quantified by quantitative coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050485 -        angiography (QCA) individuals without known coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050486 -        disease (CAD) presenting with stable chest pain syndrome.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050488 -  ..
050489 - Who performs "Quantitative coronary angiography" (QCA) that can assess                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050490 - severity of stenosis identified with CCTA?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050492 -  ..
050493 - Article "Coronary artery plaque composition..." continues...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050494 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050495 -        Background:  While CCTA has been previously evaluated for its                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050496 -        ability to detect and exclude coronary artery stenosis, CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050497 -        also permits assessment of other important plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050498 -        characteristics, including plaque composition.  Identification                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050499 -        of the relationship between plaque composition by CCTA and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050500 -        plaque severity by invasive angiography may provide valuable                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050501 -        insight into the pathophysiology of coronary artery plaque.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050503 -         ..
050504 -        Methods:  Patients enrolled in the ACCURACY trial, a 16-site                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050505 -        multicenter study of patients with stable chest pain syndrome                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050506 -        but without known CAD undergoing both CCTA and invasive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050507 -        coronary angiography(ICA), comprised the study population.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050508 -        CCTAs were scored on a per-segment basis for plaque composition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050509 -        and graded as non-calcified (>70% non-calcified), calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050510 -        (>70% calcified) or?mixed? (30?70% non-calcified or calcified)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050511 -        by concordance of ? 2 of 3 readers.  CCTAs were also scored on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050512 -        a per-patient basis, and individuals were categorized as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050513 -        possessing primarily non-calcified plaques, primarily calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050514 -        plaques or primarily mixed plaques.  Quantitative coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050515 -        angiography (QCA) was performed in all patients, used as the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050516 -        reference standard for stenosis severity, and interpreted                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050517 -        blinded to patient characteristics and CCTA results.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050519 -         ..
050520 -        Results: 230 subjects comprised the study population (59.1%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050521 -        male, 57 +/- 10 years).  QCA was performed in all subjects                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050522 -        following CCTA (mean inter-testinterval 5.9 +/- 4.3 days), and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050523 -        demonstrated obstructive CAD in 24.8% and 13.9% at the 50% and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050524 -        70% stenosis severity threshold, respectively.  On a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050525 -        per-segment based analysis, obstruction by QCA at both the 50%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050526 -        and 70% stenoses thresholds was more often for mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050527 -        composition plaques by CCTA (69.1% and 67.9%, respectively), as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050528 -        compared to non-calcified plaques (24.7% and 28.6%,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050529 -        respectively) and calcified plaques (6.1% and 3.6%,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050530 -        respectively) [p < 0.01 for comparisons].  On a per-patient
050531 -        basis, patients with mixed plaque or mixtures of plaque types                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050532 -        more often exhibited obstructive coronary stenosis by QCA at                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050533 -        the 50% level (39/96; 40.6%) compared to those with primarily                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050534 -        non-calcified (12/43; 27.9%) or primarily calcified (4/29;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050535 -        13.8%) plaques [p = 0.02].                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050537 -         ..
050538 -        Conclusions:  In this multicenter trial of chest pain patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050539 -        without known CAD, QCA-confirmed obstructive coronary stenosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050540 -        was associated with mixed plaque composition by CCTA at both                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050541 -        the per-segment and the per-patient levels.  Coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050542 -        segments exhibiting calcified plaque were rarely associated                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050543 -        with obstructive coronary stenosis.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050545 -         ..
050546 -        2011 Published by Elsevier Ireland Ltd                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050548 -         ..
050549 -        Corresponding author.Tel.:+12127462437;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050550 -        fax: +12127468561.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050551 -        E-mail address: jkm2001@med.cornell.edu (J.K. Min).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050552 -        0021-9150/$ ?see front matter©2011 Published by Elsevier Ireland Ltd.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050553 -        doi:10.1016/j.atherosclerosis.2011.05.032                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050555 -             ..
050556 -        1.  Introduction                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050557 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050558 -            Coronary computed tomographic angiography (CCTA) has                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050559 -            emerged as accurate non-invasive method for the detection                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050560 -            and exclusion of obstructive coronary artery disease (CAD)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050561 -            [1?3].  Further, CCTA permits evaluation of numerous other                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050562 -            coronary artery plaque characteristics, including plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050563 -            compositions, which are generally graded as non-calcified,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050564 -            calcified and mixed [4].  Classification of plaques by CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050565 -            based upon composition has important clinical implications,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050566 -            with increasing numbers of mixed plaques possessing thin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050567 -            cap fibroatheroma, associated with myocardial ischemia and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050568 -            predictive of adverse CAD prognosis [5?8].  Todate,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050569 -            however, the relationship of plaque composition by CCTA to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050570 -            luminal diameter stenosis severity remains unknown.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050572 -  ..
050573 - This section seems to indicate standard of care for radiology practice                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050574 - commonly applies CCTA for both "detection" and "exclusion" of harmful                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050575 - plaques that constitute obstructive coronary artery disease (CAD).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050576 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050577 -            [...below on 151119 2141 another article also reports CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050578 -            is appropriately applied for finding absence of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050579 -            atheriosclerosis plaques. ref SDS 0 WP43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050581 -             ..
050582 -            [On 160104 0855 meeting disclosed that UCSF radiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050583 -            standard of care failing to expressly state in a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050584 -            radiology report existence of plaque, stenosis, or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050585 -            harmful blockage or condition of any kind establishes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050586 -            that none were identified in the active circulatory                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050587 -            system visible in CCTA scan file. ref SDS 16 X64K                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050589 -  ..
050590 - Example using radiology to find "exclusion" occurred when Doctor Tseng                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050591 - and her cardiothoracic surgery team (Neil, KC, Paula), performed CABG                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050592 - x4 on 091022. ref SDS 2 LO3G  After surgical opening was closed, an                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050593 - inventory discovered needle count was one short.  The doctor ordered                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050594 - an xray study to verify harmful needle was not inside the patient.  In                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050595 - addition to reporting what was found, the Radiology department                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050596 - affirmatively reported a finding that anything even suspicious of a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050597 - needle was not found (see report in the record, shown in the record on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050598 - 100928 0706. ref SDS 3 0W4O                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050600 -             ..
050601 -            [On 160108 2106 letter to Doctor Jha says in part                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050602 -            "Authorities say CCTA is an accurate method for both                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050603 -            detection and exclusion of coronary plaques.  This case                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050604 -            seems appropriate for expressly stating absence of plaques,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050605 -            rather than leave to mere conjecture, surmise or conclusion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050606 -            from silence alone.  For example, Doctor Simpson, who                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050607 -            ordered the CCTA test, called me on 151021, while I was out                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050608 -            hiking.  He advised the test report seems vague to him."                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050609 -            ref SDS 17 TE51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050611 -  ..
050612 - Welch applies CCTA for the "exclusion" function; however, CCTA is not                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050613 - commonly used for patients who have been treated with CABG, because                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050614 - this treatment establishes that the patient has at one time suffered                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050615 - severe build up of plaque that obstructed blood flow over 70%, the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050616 - definition of "patent."  For example, this ACCURACY study excluded                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050617 - patients with "known CAD and presenting with stable chest pain, per                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050618 - above. ref SDS 0 VP6G                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050620 -  ..
050621 - Welch suffers no chest pain, but rather applies CCTA for testing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050622 - response to treatment that raised HDL 30 to HDL 70, since CABG +4 6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050623 - years ago on 091022, Has the patient "recovered" from CAD by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050624 - regressing all plaques to 0.  This application conflicts with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050625 - cardiology practice, because raising HDL is difficult, and so has not                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050626 - been studied because there are not enough patients to justify the cost                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050627 - of doing a study, discussed with Karen in Cardiology Department at VA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050628 - Medical Center in San Francisco on 151218 0937, ref SDS 15 LU9I, and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050629 - citing meeting with Doctor Wisneski on 151005 1102. ref SDS 5 GL7G                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050631 -  ..
050632 - Article "Coronary artery plaque composition..." continues...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050633 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050634 -            The aim of this prospective multi-center study was to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050635 -            determine the relationship of coronary artery plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050636 -            composition by CCTA to QCA-confirmed luminal diameter                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050637 -            stenosis severity in chest pain subjects without known CAD.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050638 -            We evaluated these relationships on a per-segment and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050639 -            per-patient basis.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050641 -             ..
050642 -        2.  Methods                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050643 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050644 -            1.  Patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050645 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050646 -                The Assessment by coronary computed tomographic                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050647 -                angiography of individuals undergoing invasive coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050648 -                angiography (ACCURACY) study was designed to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050649 -                prospectively evaluate adult subjects with chest pain                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050650 -                who were being clinically referred for non-emergent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050651 -                invasive coronary angiography (ICA) [1].  Potential                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050652 -                study subjects were screened and enrolled by a site                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050653 -                research coordinator if they met all of the inclusion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050654 -                and none of the exclusion criteria.  Study subjects                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050655 -                were asked to undergo a research CCTA, as well as data                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050656 -                and blood collection as specified by a pre-defined                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050657 -                research protocol.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050659 -                 ..
050660 -                Individuals were eligible for participation in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050661 -                ACCURACY trial if they were - 18 years of age,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050662 -                experienced typical or atypical chest pain, and were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050663 -                being referred for non-emergent invasive coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050664 -                angiography.  Individuals were excluded from                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050665 -                participation in the ACCURACY trial for the following                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050666 -                reasons: known allergy to iodinated contrast; baseline                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050667 -                renal insufficiency [creatinine ? 1.7 mg/dl]; irregular                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050668 -                cardiac rhythm; resting heart rate > 100 beats per min;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050669 -                resting systolic blood pressure < 100 mmHg; contra
050670 -                indication to beta blocker, calcium channel blocker,or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050671 -                nitro- glycerin; women of child-bearing age; known                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050672 -                history of CAD (prior myocardial infarction,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050673 -                percutaneous transluminal coronary angio- plasty or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050674 -                intracoronary stent, or coronary artery bypass                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050675 -                surgery).  Importantly, patients were not excluded for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050676 -                elevated coronary artery calcium score, body mass index                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050677 -                or non-tachycardic higher heart rates.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050679 -  ..
050680 - See comment above on correlation of these CCTA study results with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050681 - Welch patient history of CAD based on CABG +4 on 091022, and ensuing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050682 - treatment that raised HDL 30 to 70, which regressed CAD symptoms.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050683 - ref SDS 0 TZ3M                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050685 -  ..
050686 - Article "Coronary artery plaque composition..." continues...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050687 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050688 -                The study was performed at 16 centers in the United                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050689 -                States (Appendix A).  Protocols associated with patient                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050690 -                enrollment, safety analysis, image acquisition, image                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050691 -                interpretation and statistical analysis were developed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050692 -                by a steering committee.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050694 -                 ..
050695 -            2.  CCTA image acquisition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050696 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050697 -                Study subjects under went CCTA prior to conventional                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050698 -                catheter-based angiography.  All CCTA scans were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050699 -                performed with a 64-detector row computed tomography                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050700 -                scanner (Lightspeed VCT, GE Healthcare, Milwaukee, WI).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050701 -                All patients were in normal sinus rhythm at the time of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050702 -                the CCTA scan.  Individuals presenting with baseline                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050703 -                heart rates >65 beats per minute (bpm) were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050704 -                administered intravenous metoprolol at 5 mg increments                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050705 -                to a total possible dose of 25 mg in order to achieve a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050706 -                resting heart rate <65 bpm.  All patients eligible for
050707 -                CCTA were scanned, irrespective of whether the goal <65
050708 -                bpm heart rate was achieved.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050710 -  ..
050711 - How does                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050712 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050714 -                 ..
050715 -                Following a scout radiograph of the chest, a timing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050716 -                bolus was performed to detect time to optimal contrast                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050717 -                opacification in the axial image at a level immediately                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050718 -                superior to the ostium of the left main artery.  During                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050719 -                CCTA acquisition, 80 cm3 iodinated contrast (Visipaque,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050720 -                GE Healthcare, Milwaukee, WI) was injected utilizing a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050721 -                triple-phase contrast protocol at 5 ml/s: 60cm3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050722 -                iodixanol, followed by 40 cm3 of a 50:50 mixture of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050723 -                iodixanol and saline, followed by a 50 cm3 saline                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050724 -                flush.  Retrospective ECG-gated helical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050725 -                contrast-enhanced CCTA was performed, with scan                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050726 -                initiation 20 mm above the level of the left main                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050727 -                artery to 20 mm below the inferior myocardial apex.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050728 -                The scan parameters were 64 mm x 0.625 mm collimation,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050729 -                tube voltage 120 mV, effective milliampere 350?780 mA.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050730 -                In all cases, automodulation of milliampere was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050731 -                performed.  Similarly, additional radiation reduction                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050732 -                algorithms using electrocardiography (ECG) modulation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050733 -                were employed.  After scan completion, multiphasic                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050734 -                reconstruction of CCTA scans was performed at 10%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050735 -                intervals.  Inaddition, additional phases were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050736 -                reconstructed at 45%, 65%, and 75%, for a total of 13                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050737 -                phases. The radiation dose for CCTAs wase stimated to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050738 -                be 10?20 mSv.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050740 -                 ..
050741 -            3.  CCTA interpretation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050742 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050743 -                CCTA images were interpreted separately by three read-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050744 -                ers blinded to all patient characteristics and ICA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050745 -                results.  All CCTA images were evaluated on a 3D image                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050746 -                analysis workstation (GE Advantage Workstation 4.3,GE                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050747 -                Healthcare, Milwaukee, WI).  CCTA readers were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050748 -                permitted to utilize any or all available                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050749 -                post-processing image reconstruction algorithms,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050750 -                including two-dimensional (2D) axial,or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050751 -                three-dimensional (3D) maximal intensity projection                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050752 -                (MIP), multiplanar reformat (MPR), cross-sectional                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050753 -                analysis, or volume rendered technique (VRT).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050755 -  ..
050756 - How do "interpretation" protocols for this ACCURACY study of CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050757 - compare with protocols for interpreting CCTA on 151019, that yielded                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050758 - report findings? ref SDS 8 8Q6I                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050760 -  ..
050761 - CCTA interpretatio protocols may indicate reliability of findings.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050763 -  ..
050764 - VA Radiology equipment for CCTA on 151119, may be newer and so yield                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050765 - more accurate results with fewer readers than ACCURACY study performed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050766 - prior to publication in 2011, per above, ref SDS 0 VT5I, and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050767 - consisting of 64-detector row computed tomography scanner (Lightspeed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050768 - VCT, GE Healthcare, Milwaukee, WI), per above. ref SDS 0 Q26H                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050770 -  ..
050771 - Article "Coronary artery plaque composition..." continues...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050772 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050773 -                Coronary arteries were uniformly scored using a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050774 -                standard 15- segment AHA coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050775 -                classification.  An overall assessment of image quality                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050776 -                and coronary supply dominance was performed on the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050777 -                subject level.  For each coronary segment,readers                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050778 -                assessed whether coronary segments were evaluable.  A                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050779 -                semi-quantitative scale was employed by CCTA readers to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050780 -                grade coronary artery plaque composition.  Plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050781 -                composition in each coronary segment was classified as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050782 -                non-calcified, calcified, or mixed, as we have                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050783 -                previously described [6].  As the Hounsfield unit (HU)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050784 -                densities of fibrous, lipoid, or thrombotic plaque are                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050785 -                known to overlap, these plaque types were aggregated                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050786 -                into a ?non-calcified? group,which comprised any plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050787 -                greater than 70% by estimated semi-quantitative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050788 -                volumetric determination which exhibited HU densities                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050789 -                below the observed luminal contrast density (typically                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050790 -                at least 130HU).  Calcified plaque was defined as any                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050791 -                plaque greater than 70% by estimated volume which                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050792 -                exhibited a HU density above the observed luminal                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050793 -                contrast density. ?Mixed?plaque was designated as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050794 -                plaque which exhibited both calcified (<70% overall
050795 -                volume) and non-calcified (<70% overall volume)
050796 -                plaques.  The coronary artery plaque composition by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050797 -                segment was based upon a consensus of ?2 of 3 blinded                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050798 -                CCTA readers who graded plaque within a coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050799 -                segment as non-calcified, calcified or mixed.  All                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050800 -                assessment of coronary plaque composition was based on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050801 -                contrast angiography images only; non-contrast images                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050802 -                were not considered in the evaluation.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050804 -                 ..
050805 -            4.  ICA image acquisition and interpretation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050806 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050807 -                Selective ICA was performed by standard transfemoral                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050808 -                arterial catheterization.  A minimum of eight projects                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050809 -                were obtained (minimum of 5 views for the left coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050810 -                artery system, and minimum of 3 views for the right                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050811 -                coronary artery system).  All ICA images interpreted by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050812 -                an independent ICA reader blinded to all patient                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050813 -                characteristics and CCTA results.  ICAs were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050814 -                quantitatively evaluated for coronary artery stenosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050815 -                with QCA software (QCA Plus, Sanders Data Systems, Palo                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050816 -                Alto,CA), and classified as 0%, 1-24%, 25-49%, 50-69%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050817 -                and > 70% stenosis.  Coronary artery segments by QCA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050818 -                were also judged as having significant stenosis at two                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050819 -                levels, that is,if > 50% or < 70% luminal narrowing of
050820 -                the coronary artery diameter was present.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050822 -                 ..
050823 -            5.  Data analysis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050824 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050825 -                For segment-based analyses, only segments for which                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050826 -                CCTA agreement between at least 2 of 3 CCTA readers was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050827 -                achieved were included.  Segments were judged as having                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050828 -                no plaque, non-calcified plaque, calcified plaque or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050829 -                mixed plaque.  For patient-based analyses, individuals                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050830 -                were classified into one of three categories: (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050831 -                individuals with primarily non-calcified plaque, (2)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050832 -                individuals with primarily calcified plaque, and (3)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050833 -                individuals with either solely mixed plaque or with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050834 -                combinations of non-calcified, calcified and mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050835 -                plaque.  Patient plaque categories are the majority                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050836 -                segment-based classification of the patient?s segments                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050837 -                with plaque.  If neither calcified nor non-calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050838 -                segments were the most frequent by at least 50% of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050839 -                frequency of other plaque types, the patient                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050840 -                classification was classified as mixed.  Only patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050841 -                for whom there was agreement between at least 2 of 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050842 -                CCTA readers with respect to disease evaluation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050843 -                (plaque, no plaque, unevaluable) were included for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050844 -                patient-based analyses.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050846 -                 ..
050847 -            6.  Stastical analysis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050848 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050849 -                Categorical variables are presented as frequencies and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050850 -                percentages, and continuous variables as mean +/-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050851 -                standard deviations(SD).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050853 -                 ..
050854 -                Patient-based CCTA variables were compared to QCA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050855 -                variables with Pearson?s chi-squared tests.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050856 -                Segment-based analyses corrected for within-patient                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050857 -                correlation through modeling logistic regression with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050858 -                generalized estimating equations (GEE), and p-values                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050859 -                are based on contrast results with such models.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050860 -                Two-tailed p < 0.05 was considered statistically
050861 -                significant.  All statistical analyses were performed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050862 -                using SAS® Proprietary Software, Release 9.1 (SAS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050863 -                Institute Inc., Cary, NC).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050865 -             ..
050866 -        3.  Results                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050867 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050868 -            1.  Patient characteristics                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050869 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050870 -                230 subjects met study eligibility criteria, including                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050871 -                completion of both CCTA and ICA (mean interval 5.9 +/-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050872 -                4.3 days).The mean Agatston score was 284 +/- 538                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050873 -                (Table 1).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050875 -                 ..
050876 -                Table 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050877 -                Clinical characteristics                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050879 -                 ..
050880 -                Age (years............................... 57 +/- 10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050881 -                Male gender.............................. 136 (59%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050882 -                Race                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050883 -                  Caucasian.............................. 202 (87.8%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050884 -                  African American....................... 13 (5.7%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050885 -                  Hispanic............................... 8 (3.5%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050886 -                  Other.................................. 7 (3.1%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050887 -                Height (cm).............................. 172 +/- 11 (140-198)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050888 -                Weight (kg).............................. 93 +/- 21 (49-174)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
050889 -                BMI (kg/m2)a............................. 31.4 +/- 6.2 (16.8-50.5)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050890 -                Heart rate (meats/min)c.................. 60 +/- 12                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050891 -                Creatinine (gm/dl)....................... 1.0 +/- 0.2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050892 -                Agatston coronary artery calcium score... 284 +/- 538                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050893 -                Diabetes................................. 55 (23.9%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050894 -                Hypertension............................. 154 (67.0%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050895 -                Hyperlipidemia........................... 157 (68.3%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050896 -                Family history of CADb................... 169 (73.5%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050897 -                Smoker................................... 128 (55.7%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050898 -                Obesity.................................. 90 (39.1%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050899 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050900 -                a - body mass indes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050901 -                b - Coronary artery disease                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050902 -                c - Maximum at the time of CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050904 -                 ..
050905 -            2.  Segment-based evaluation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050906 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050907 -                Amongst 2954 coronary segments identified, consensus                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050908 -                was achieved for at least 2 of 3 readers in 98.8%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050909 -                (2918/2954).  Amongst CCTA-identified plaques, mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050910 -                plaques were the most com- mon (43.9%; 319/727),                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050911 -                followed by calcified (28.3%; 206/727) and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050912 -                non-calcified (27.8%; 202/727) plaques. There was a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050913 -                significant relationship between plaque composition and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050914 -                stenosis severity (Table 2).  At greater levels of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050915 -                stenosis severity, mixed plaques were most commonand                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050916 -                calcified plaques were less common, while at milder                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050917 -                levels of stenosis severity, CCTA-identified plaques by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050918 -                com- position were more evenly distributed (p < 0.001).
050919 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050920 -                ------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050921 -                Table 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050922 -                Segment-based analysis of plaque composition to stenosi sseverity                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050924 -                 ..
050925 -                Plaque composition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050926 -                by CCTA            Stenosis severity by QCA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050927 -                                   0%=2021        1-24%n=308     25-49%n=211    50-69%n=55      70-100%n=30     p-Value                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050928 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050930 -                 ..
050931 -                No Plaque          1711 (84.7%    147 (47.7%)    36 (17.1%)      2 (3.6%)        2 (6.7%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050932 -                Non-calcified        93 (4.6%)     43 (14.0%)    46 (21.8%)     12 (21.8%)       8 (26.7%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050933 -                Mixed               113 (56%       65 (21.1%)    85 (40.3%)     37 (67.3%)      19 (63.3%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050934 -                Calcified           104 (5.1%)     53 (17.2%)    44 (20.9%)      4 (7.3%)        1 (3.3%)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050935 -                                                                                                               <verall x2,p<0.001
050936 -                ------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050937 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050939 -                 ..
050940 -                In segments with ? 50% stenosis, calcified,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050941 -                non-calcified, and mixed plaques are observed in 5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050942 -                (6.1%), 10 (24.7%), and 56 (69.1%) segments                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050943 -                respectively (p < 0.001); while at the ? 70% stenosis
050944 -                threshold, these plaques are observed in 1 (3.6%), 8                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050945 -                (28.6%), and 19 (67.9%) of segments, respectively (p =                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050946 -                0.038).  This demonstrates that within individual                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050947 -                plaque composition categories, plaques with mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050948 -                plaque composition exhibited high rates of obstructive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050949 -                coro- nary artery stenosis by QCA, followed by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
050950 -                non-calcified plaques and then calcified plaques,which                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050951 -                rarely demonstrated to have obstruc- tive coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050952 -                artery stenosis (Fig. 1).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
050954 -             ..
050955 -            ------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050956 -            Figure 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050958 -             ..
050959 -            There are 4 images that seem like CT scan files, as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
050960 -            performed on 151019. ref SDS 8 ZL5G  These are identified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050961 -            as "A" and "B".  These 2 figure elements each have "A" and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050962 -            "B" sub-image components.  There is an impression these                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050963 -            sub-images compare CCTA scans with IVUS images, similar to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050964 -            invasive catheritization angiography, performed on 091021                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050965 -            0716. ref SDS 1 7L43                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050967 -             ..
050968 -            Text explanation of Figure 1 says...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050970 -             ..
050971 -            (A) CCTA (a) demonstrating mixed plaque in the mid-portion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050972 -            of the left anterior descending artery with a high-grade                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050973 -            stenosis (arrow).  On invasive angiography (b), there is an                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050974 -            occlusion of the artery (arrowhead) just distal to origin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050975 -            of the first diagonal artery (arrow). (B) CCTA (a) and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050976 -            invasive angiography (b) images demon- strating mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050977 -            plaque in the mid-portion of the left anterior descending                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050978 -            artery, associated with a ? 70% stenosis.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050979 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050980 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050982 -                 ..
050983 -            3.  Patient-based evaluation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
050984 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
050985 -                In patient-based evaluation, consensus was achieved by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
050986 -                at least 2 of 3 readers for 98.7% subjects (227/230).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
050987 -                Individuals exhibiting mixed plaques or combinations of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
050988 -                non-calcified and calcified plaques were more common                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050989 -                41.7% (96/230) than individuals exhibiting primarily                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050990 -                non-calcified plaques 18.7% (43/230) or primarily                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
050991 -                calcified plaques 12.6% (29/230) (p = 0.020).  When                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
050992 -                sub-categorized as individuals possessing 1?3, 4?5 or >                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
050993 -                5 coronary segments exhibiting mixed plaques,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
050994 -                non-calcified plaques or calcified plaques,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
050995 -                respectively, the prevalence of obstructive coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050996 -                stenosis as measured by QCA increased in individuals                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
050997 -                possessing increasing numbers of coronary segments                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050998 -                exhibiting non-calcified and mixed plaques but not                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
050999 -                calcified plaques (Table 3).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
051001 -                 ..
051002 -                ------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051003 -                Table 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051004 -                Patient-based analysis of plaque composition to stenosi sseverity                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051006 -                 ..
051007 -                Segments plaque    Calcified    Non-calcified    Mixed            p-Value                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
051008 -                1-3                 0% (0/15)   14.3% (4/28)      3.5% (1/29)     0.135                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051009 -                4-5                80% (4/5)    16.7% (1/6)      24.0% (6/25)     0.033                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051010 -                 >5                 0% (0/9)    77.8% (7/9)      76.2% (32/42)   <0.0001
051011 -                                                                                 Overall x2 p=0.049                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051013 -                 ..
051014 -                % =(number occluded or obstructive)/(number in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051015 -                category).  Plaque categories are the most frequent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051016 -                characteristic of the segments with plaque.  If neither                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051017 -                calcified nor non-calcified segments are the most                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051018 -                frequent by at least 50% of the frequency of other                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051019 -                plaque types, the patient classification was classified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051020 -                as mixed.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
051021 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051022 -                ------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051024 -                 ..
051025 -                Amongst the 55 patients with any QCA-confirmed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051026 -                obstructive coronary stenosis at the ? 50% threshold,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051027 -                85 plaques were identified as obstructive by QCA.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051028 -                Based on the most frequent plaque characteristic of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051029 -                individuals with plaque, the 55 patients with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051030 -                obstructive plaque and 113 patients with nonobstructive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051031 -                plaque were observed to have majority non-calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051032 -                plaque in 12 (27.9%) and 31 (72.1%), mixed plaque in 39                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051033 -                (40.6%) and 57 (59.4%), and calcified plaque in 4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051034 -                (13.8%) and 25 (86.2%) of individuals, respectively                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051035 -                (overall chi square p = 0.019).  Individuals with mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051036 -                plaques or combinations of plaque types (57.1% of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051037 -                patients with plaque) were confirmed by QCA as having ?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051038 -                50% stenosis more often than individuals possessing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051039 -                primarily calcified plaques (17.3%) (p = 0.008).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051041 -             ..
051042 -        4.  Discussion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051043 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051044 -            These results of the ACCURACY trial represent the first                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051045 -            prospec- tive multicenter data relating plaque composition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051046 -            by CCTA to QCA-confirmed measures of luminal diameter                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051047 -            stenosis severity.  The current data demonstrate a strong                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051048 -            association between the presence of mixed plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
051049 -            composition to obstructive coronary artery stenosis at a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051050 -            per-segment and per-patient level.  In addition, these data                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051051 -            establish a negative association between calcified plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051052 -            composition and stenosis severity, particularly on a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051053 -            per-segment basis.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051055 -             ..
051056 -            Prior studies have examined the ability of CCTA to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051057 -            discriminate presence and absence of coronary plaques, and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051058 -            plaques comprised of different compositions.  In a recent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051059 -            study by Leber et al.,64- detector row CCTA enabled                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051060 -            exclusion of 94% of coronary artery segments without                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051061 -            plaque, as compared to intravascular ultrasound [9].                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051062 -            Employing IVUS as a gold standard, correct categorization                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051063 -            of non-calcified, mixed and calcified plaques by CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051064 -            occurred 83%, 94% and 95% of the time, respectively.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051065 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051066 -               [...on 151119 0941 above another article makes same                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051067 -               point using CCTA to evaluate the exclusion of harmful                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051068 -               coronary plaques, ref SDS 0 7N6J, and citing example                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051069 -               using radiology to exclude harmful conditions.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051070 -               ref SDS 0 ZV5G                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051072 -                ..
051073 -               [On 160104 0855 meeting disclosed that UCSF radiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
051074 -               standard of care failing to expressly state in a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051075 -               radiology report existence of plaque, stenosis, or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051076 -               harmful blockage or condition of any kind establishes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051077 -               that none were identified in the active circulatory                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051078 -               system visible in CCTA scan file. ref SDS 16 X64K                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051080 -                ..
051081 -               [On 160108 2106 letter to Doctor Jha says in part                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051082 -               "Authorities say CCTA is an accurate method for both                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051083 -               detection and exclusion of coronary plaques.  This case                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051084 -               seems appropriate for expressly stating absence of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051085 -               plaques, rather than leave to mere conjecture, surmise                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051086 -               or conclusion from silence alone.  For example, Doctor                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051087 -               Simpson, who ordered the CCTA test, called me on 151021,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051088 -               while I was out hiking.  He advised the test report                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051089 -               seems vague to him." ref SDS 17 TE51                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
051091 -             ..
051092 -            Recently, Motoyama and colleagues have demonstrated the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051093 -            prognostic significance of plaque composition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
051094 -            characterization, specifically examiningn on-calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051095 -            plaques with attenuation densities < 30 Hounsfield units.
051096 -            In 1059 patients under going CCTA, these low attenuation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051097 -            plaques that manifested with positive remodeling                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
051098 -            demonstrated a significant association with the development                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051099 -            of incident acute coronary syndromes (ACS), while the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051100 -            absence of such characteristics was associated with low                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051101 -            rates of ACS [10].  In a prior analysis, these same                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051102 -            investigators implicated these plaque types as the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051103 -            ?culprit? plaques at the time of ACS presentation [11].  In                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051104 -            accordance with these findings, Matsumoto et al.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
051105 -            established the prognostic significance of non-calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051106 -            plaques, demonstrating that plaques with Hounsfield unit                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051107 -            densities < 68 were associated with higher rates of major
051108 -            adverse cardiac events in 810 patients at a 2.9 year                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051109 -            follow-up [12].  Nevertheless,a robust prognostic evidence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051110 -            base exists for calcified plaque, particularly as detected                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051111 -            by coronary artery calcium scoring (CACS) [13].  Increasing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051112 -            levels of calcified plaques are associated with greater                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051113 -            extent and severity of myocardial ischemia,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051114 -            angiographically severe CAD and adverse prognosis [14].                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051115 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051116 -               [On 151203 0953 brief meeting with Doctor Stewart -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051117 -               thanked her for articles she sent on 151124, presenting                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051118 -               side effects taking Atorvastatin 10 mg lowers CoQ10                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051119 -               required to metabolize food into energy, ref SDS 14                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
051120 -               4X5I; further advised that careful review of articles                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051121 -               submitted on 151119, provide important guidance on CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051122 -               protocols, ref SDS 0 0R5J, for collaborating with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051123 -               Radiology to clarify vague findings reported for CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051124 -               test on 151019. ref SDS 8 JW8O                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051126 -             ..
051127 -            These seemingly discordant findings may be unified by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051128 -            accounting for plaques of mixed compositions that contain                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051129 -            both calcified and non-calcified plaques.  In a consecutive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051130 -            cohort of 163 consecutive patients undergoing both CCTA and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051131 -            myocardial perfusion single photon emission computed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051132 -            tomography (MPS), we recently reported the relationship of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051133 -            plaque composition to extent and severity of myocardial                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051134 -            ischemia [6].  While increasing numbers of coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051135 -            segments possessing mixed plaque were associated with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051136 -            myocardial ischemia, increasing numbers of coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051137 -            segments exhibitingnon-calcified or calcified plaques were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051138 -            not.  In this respect,increasing levels of mixed plaque may                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051139 -            be associated with increasing CACS,although the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
051140 -            non-calcified portions of these plaques may be more                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051141 -            pathophysiologically and prognostically important.  Our                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051142 -            findings are in agreement with those from a recent study by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051143 -            van Werkhoven et al. of 517 individuals undergoing CCTA in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051144 -            which mixed and non-calcified plaques?but not calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051145 -            plaques?were associated with the development of MACE in a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051146 -            1.8-year follow-up [8].                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051148 -             ..
051149 -            The reasons for differences between mixed plaques and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051150 -            calcified plaques for the development of myocardial                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051151 -            ischemia or incident MACE are as yet unknown.  Numerous                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051152 -            possible explanations exist, including differences in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051153 -            relative ages of plaques, the inflammatory nature of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051154 -            plaques, and the shear stress associated with plaque and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051155 -            their ensuant vulnerability to rupture. Some have                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051156 -            postulated that purely calcified plaques may represent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051157 -            ?older healed? plaques, as compared to calcified components                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051158 -            within a mixed plaque which have been proposed as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051159 -            intermediary in age between non-calcified and calcified                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051160 -            plaques; however,this assertion, to date, has not been                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051161 -            proven [15].                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
051163 -             ..
051164 -            Indeed, incontrast to this premise, if plaque progression                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051165 -            occurs linearly to stenosis severity, the present data                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051166 -            would suggest that mild luminal stenoses from purportedly                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051167 -            ?younger? plaques are fairly evenly distributed with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051168 -            respect to plaque composition.  Based upon the current                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051169 -            data, one feasible explanation of the importance of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051170 -            composition within plaquess imply relates to the stenosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051171 -            severity.  As mixed plaque composition is associated with a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051172 -            greater likelihood of obstructive stenosis severity,it is                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051173 -            possible that the previously noted relationship of mixed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051174 -            plaque composition to myocardial ischemia and adverse CAD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051175 -            prognosis simply represents identification of plaques that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051176 -            are more obstructive in severity.  Future studies carefully                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051177 -            examining the relationship of plaque composition to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051178 -            stenosis severity in large well-characterized cohorts are                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051179 -            necessary to determine the independent role of plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051180 -            composition and prognosis.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051182 -             ..
051183 -            This study is not without limitations. We elected to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051184 -            examine plaque composition by CCTA but confirmed stenosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051185 -            severity by QCA.  This comparison was intentionally                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051186 -            performed because of the well-documented reduced diagnostic                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051187 -            specificity of CCTA in the presence of increasing levels of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051188 -            coronary artery calcium, and the need for a robust gold                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051189 -            standard of stenosis severity in the present study.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051190 -            Interestingly, given the negative relationship between                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051191 -            calcified plaque and obstructive coronary artery stenosis,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051192 -            the results of the present study may enhance future                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051193 -            diagnostic interpretation of CCTA when visualizing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051194 -            calcified plaque.  On a per-plaque basis, calcified plaques                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051195 -            rarely manifest as high-grade obstructive coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051196 -            stenosis. A second limitation relates to our simple                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051197 -            categorization of plaques as non-calcified, calcified and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051198 -            mixed.  Non-calcified plaques represent a spectrum of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051199 -            plaque types that include fibrous, lipoid and fibrolipoid                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051200 -            plaques.  Nevertheless, as the Hounsfield unit densities of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051201 -            these plaque subtypes demonstrate significant overlap, we                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051202 -            elected to combine them into a single category.  Whether                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051203 -            subtypes of non-calcified plaque exhibit differing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
051204 -            relationships to stenosis severity remains unknown.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051205 -            Further,it has been well documented that plaques which                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051206 -            appear purely calcified by CCTA may indeed possess small                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051207 -            amounts of non-calcified components.  Future studies                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051208 -            examining plaque compositions employing novel CT technology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051209 -            such as spectral imaging by dual energy image acquisition                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051210 -            may be useful to augment discrimination of these plaques                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051211 -            subtypes, but this technology has not yet been robustly                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051212 -            proven and was not available at the time of study                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051213 -            performance.  While plaque composition in the present study                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051214 -            was determined by qualitative comparison to luminal                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051215 -            contrast attenuation as has previously been performed [9],                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051216 -            such future technologies may permit true quantitative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051217 -            assessment of plaque composition.  Also, invasive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
051218 -            assessment of plaque composition by IVUS or near-field                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051219 -            infrared spectroscopy imaging was not available in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051220 -            present study.  However, the ability of CCTA to assess                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051221 -            plaque composition has been previously reported, with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051222 -            generally favorable diagnostic performance [9].  Instead,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051223 -            this study was performed to evaluate the relationship of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051224 -            plaque composition by CCTA to stenosis severity by QCA as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051225 -            the most relevant gold standard for assessing stenosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
051226 -            severity.  As such, we performed QCA on all individuals in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051227 -            the present study.  Further,we report the CAD risk factors                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051228 -            for the study cohort. These risk factors represent those                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051229 -            that were present at the time of study performance, and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051230 -            provide little insight into the duration and/or severity of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051231 -            the specific risk factors.  Future studies examining the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051232 -            length and severity of CAD risk factors should be performed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051233 -            to provide further insight into plaque pathophysiology.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051234 -            Finally,4 patients were considered by CCTA to have no                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051235 -            discernible plaque and yet to have moderate to high grade                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051236 -            stenosis by QCA.  There are numerous explanations for this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051237 -            discordance, including false positive QCA or false negative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
051238 -            CCTA.  As QCA was considered the reference standard in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051239 -            present study-and thus, by definition,could not manifest                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051240 -            false positives-reasons for false negative CCTA include                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051241 -            motion artifact, coronary segment misalignment, and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
051242 -            inadequate discrimination of plaque from surrounding                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051243 -            adventitial structures.  Future studies examining newer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051244 -            scanners with improved temporal and/or spatial resolution                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051245 -            may mitigate these discordances.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
051247 -             ..
051248 -        5.  Conclusion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051249 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051250 -            In this multicenter trial of chest pain patients without                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051251 -            known CAD, QCA-confirmed obstructive coronary stenosis was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
051252 -            associated with presence of mixed plaque composition by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
051253 -            CCTA at both the per-segment and the per-patient levels.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
051254 -            Coronary artery segments exhibiting calcified plaque were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
051255 -            rarely associated with obstructive coronary stenosis.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
051256 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051257 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051258 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051259 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051260 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051261 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
051262 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
0513 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     

SUBJECTS
Default Null Subject Account for Blank Record                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
0603 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060401 -  ..
060402 - Calcium Scoring CCTA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060403 - Expert Consensus Coronary Artery Calcium Scoring by CT Global Cardiovascular Risk Assessment ACCF_AHA_2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060404 - 
060405 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060406 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Expert-Consensus-Coronary-Artery-Calcium-Scoring-Risk Assessment ACCF_AHA_2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060408 -         ..
060409 -    1.  Journal of the American College of Cardiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060410 -        2007 by the American College of Cardiology Foundation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060411 -        Published by Elsevier Inc                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060413 -         ..
060414 -        Vol 49 No 3, 2007                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060415 -        ISSN 0735-1097/07/$32.00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060416 -        doi:10.1016/j.jacc.2006.10.001                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060418 -         ..
060419 -        JACC Vol. 49, No. 3, 2007                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060420 -        January 23, 2007:378?402                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060422 -         ..
060423 -        ACCF/AHA EXPERT CONCENSUS DOCUMENT                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060425 -         ..
060426 -        ACCF/AHA 2007 Clinical Expert Consensus Document                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060427 -        on Coronary Artery Calcium Scoring By Computed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060428 -        Tomography in Global Cardiovascular Risk Assessment                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060429 -        and in Evaluation of Patients With Chest Pain                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060430 -        ---------------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060431 -        A Report of the American College of Cardiology Foundation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060432 -        Clinical Expert Consensus Task Force (ACCF/AHA Writing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060433 -        Committee to Update the 2000 Expert Consensus Document on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060434 -        Electron Beam Computed Tomography)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060436 -         ..
060437 -        Developed in Collaboration With the Society of Atherosclerosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060438 -        Imaging and Prevention and the Society of Cardiovascular                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060439 -        Computed Tomography                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060441 -         ..
060442 -        Writing Committee Members...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060443 -        
060444 -        Philip Greenland, MD, FACC, FAHA, Chair                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060445 -        Robert O. Bonow, MD, FACC, FAHA*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060446 -        Bruce H. Brundage, MD, MACC, FAHA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060447 -        Matthew J. Budoff, MD, FACC, FAHA?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060448 -        Mark J. Eisenberg, MD, MPH, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060449 -        Scott M. Grundy, MD, PHD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060450 -        Michael S. Lauer, MD, FACC, FAHA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060451 -        Wendy S. Post, MD, MS, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060452 -        Paolo Raggi, MD, FACC?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060453 -        Rita F. Redberg, MD, MSC, FACC, FAHA*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060454 -        George P. Rodgers, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060455 -        Leslee J. Shaw, PHD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060456 -        Allen J. Taylor, MD, FACC, FAHA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060457 -        William S. Weintraub, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060458 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060459 -        *American Heart Association Representative;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060460 -        ?Society of Cardiovascular Computed Tomography Representative;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060461 -        ?Society of Atherosclerosis Imaging and Prevention Representative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060462 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060464 -         ..
060465 -        Task Force Members                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060466 -        
060467 -        Robert A. Harrington, MD, FACC, Chair                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060468 -        Jonathan Abrams, MD, FACC§                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060469 -        Jeffrey L. Anderson, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060470 -        Eric R. Bates, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060471 -        Mark J. Eisenberg, MD, MPH, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060472 -        Cindy L. Grines, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060473 -        Mark A. Hlatky, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060474 -        Robert C. Lichtenberg, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060475 -        Jonathan R. Lindner, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060476 -        Gerald M. Pohost, MD, FACC, FAHA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060477 -        Richard S. Schofield, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060478 -        Samuel J. Shubrooks, JR, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060479 -        James H. Stein, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060480 -        Cynthia M. Tracy, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060481 -        Robert A. Vogel, MD, FACC¶                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060482 -        Deborah J. Wesley, RN, BSN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060483 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060484 -        §Former Task Force Member during the writing effort;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060485 -        ¶Immediate Past Chair                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060487 -         ..
060488 -        This document was approved by the American College of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060489 -        Cardiology Board of Trustees in September 2006 and by the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060490 -        American Heart Association Science Advisory and Coordinating                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060491 -        Committee in November 2006.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060493 -         ..
060494 -        When citing this document, the American College of Cardiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060495 -        and the American Heart Association would appreciate the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060496 -        following citation format:  Greenland P, Bonow RO, Brundage BH,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060497 -        Budoff MJ, Eisenberg MJ, Grundy SM, Lauer MS, Post WS, Raggi P,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060498 -        Redberg RF, Rodgers GP, Shaw LJ, Taylor AJ, Weintraub WS.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060499 -        ACCF/AHA 2007 clinical expert consensus document on coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060500 -        artery calcium scoring by computed tomography in global                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060501 -        cardiovascular risk assessment and in evaluation of patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060502 -        with chest pain: a report of the American College of Cardiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060503 -        Foundation Clinical Expert Consensus Task Force (ACCF/AHA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060504 -        Writing Committee to Update the 2000 Expert Consensus Document                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060505 -        on Electron Beam Computed Tomography). J Am Coll Cardiol                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060506 -        2007;49:378 ? 402.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060508 -         ..
060509 -        This article has been copublished in the January 23, 2007 issue                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060510 -        of Circulation.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060512 -         ..
060513 -        Copies:  This document is available on the World Wide Web sites                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060514 -        of the American College of Cardiology (www.acc.org) and the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060515 -        American Heart Association (www. americanheart.org).  For                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060516 -        copies of this document, please contact Elsevier Inc.  Reprint                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060517 -        Department, fax (212) 633-3820, email reprints@elsevier.com.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060519 -         ..
060520 -        Permissions:  Multiple copies, modification, alteration,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060521 -        enhancement, and/or distribution of this document are not                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060522 -        permitted without the express permission of the American Heart                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060523 -        Association.  Instructions for obtaining permission are located                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060524 -        at                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060525 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060526 -              http://www.americanheart.org/presenter.jhtml?identifier_4431                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060528 -         ..
060529 -        A link to the ?Permission Request Form? appears on the right                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060530 -        side of the page.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060531 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060533 -         ..
060534 -        This document has been developed as a Clinical Expert Consensus                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060535 -        Document (CECD), by the American College of Cardiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060536 -        Foundation (ACCF) and the American Heart Association (AHA) in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060537 -        collaboration with the Society of Atherosclerosis Imaging and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060538 -        Prevention (SAIP) and Society of Cardiovascular Computed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060539 -        Tomography (SCCT).  It is intended to provide a perspective on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060540 -        the current state of the role of coronary artery calcium (CAC)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060541 -        scoring by fast computed tomography in clinical practice.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060542 -        Clinical Expert Consensus Documents are intended to inform                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060543 -        practitioners, payers, and other interested parties of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060544 -        opinion of the ACCF and AHA concerning evolving areas of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060545 -        clinical practice and/or technologies that are widely available                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060546 -        or new to the practice community.  Topics chosen for coverage                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060547 -        by expert consensus documents are so designed because the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060548 -        evidence base, the experience with technology, and/or the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060549 -        clinical practice are not considered sufficiently well                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060550 -        developed to be evaluated by the formal American College of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060551 -        Cardiology/American Heart Association (ACC/AHA) Practice                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060552 -        Guidelines process.  Often the topic is the subject of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060553 -        considerable ongoing investigation.  Thus, the reader should                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060554 -        view the CECD as the best attempt of the ACC and AHA to inform                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060555 -        and guide clinical practice in areas where rigorous evidence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060556 -        may not yet be available or the evidence to date is not widely                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060557 -        accepted.  When feasible, CECDs include indications or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060558 -        contraindications.  Some topics covered by CECDs will be                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060559 -        addressed subsequently by the ACC/AHA Practice Guidelines                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060560 -        Committee.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060562 -         ..
060563 -        The Task Force on Clinical Expert Consensus Documents makes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060564 -        every effort to avoid any actual or potential conflicts of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060565 -        interest that might arise as a result of an outside                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060566 -        relationship or personal interest of a member of the writing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060567 -        panel.  Specifically, all members of the writing panel are                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060568 -        asked to provide disclosure statements of all such                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060569 -        relationships that might be perceived as real or potential                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060570 -        conflicts of interest to inform the writing effort.  These                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060571 -        statements are reviewed by the parent task force, reported                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060572 -        orally to all members of the writing panel at the first                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060573 -        meeting, and updated as changes occur.  The relationships with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060574 -        industry information for writing committee members and peer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060575 -        reviewers are published in the appendices of the document.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060577 -         ..
060578 -        Robert A. Harrington, MD, FACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060579 -        Chair, ACCF Task Force on Clinical Expert                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060580 -        Consensus Documents                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060582 -         ..
060583 -        Introduction                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060585 -         ..
060586 -        The Writing Committee consisted of acknowledged experts in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060587 -        field of coronary artery disease.  In addition to members of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060588 -        ACCF and AHA, the Writing Committee included representatives                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060589 -        from the SAIP and SCCT.  Representation by an outside                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060590 -        organization does not necessarily imply endorsement.  The                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060591 -        document was reviewed by four official representatives from the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060592 -        ACCF, and AHA; organizational review by the SAIP and SCCT, as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060593 -        well as 14 content reviewers.  This document was approved for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060594 -        publication by the governing bodies of ACCF and AHA in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060595 -        September 2006.  In addition, the governing boards of the SAIP                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060596 -        and SCCT reviewed and formally endorsed this document.  This                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060597 -        document will be considered current until the Task Force on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060598 -        CECDs revises or withdraws it from publication.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060599 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060601 -         ..
060602 -        Consensus Statement Method                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060604 -         ..
060605 -        This statement builds on a previous ACC/AHA Expert Consensus                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060606 -        Document published in 2000 that focused on electron beam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060607 -        computed tomography (CT) for diagnosis and prognosis of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060608 -        coronary artery disease (1).  In preparing the present                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060609 -        document, the Writing Committee began with the previous report                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060610 -        as a basis for its deliberations and subsequent literature                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060611 -        review.  In considering the current status of research on CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060612 -        measurement and its role in clinical practice, the Expert Panel                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060613 -        concluded that the majority of the research on CAC measurement                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060614 -        in the past 5 years has focused on 2 areas of clinical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060615 -        interest: 1) Risk assessment in the asymptomatic patient, for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060616 -        the primary purpose of modifying and potentially improving                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060617 -        selection of patients for risk reducing therapies, and 2) Use                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060618 -        of CAC measurement in symptomatic patients as a means of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060619 -        selecting patients who might require subsequent hospitalization                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060620 -        or additional diagnostic or invasive procedures.  The Writing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060621 -        Committee also recognized that the AHA was in the process of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060622 -        completing a scientific statement on assessment of coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060623 -        artery disease by CT (2), and thus this Writing Committee?s                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060624 -        attention was focused on evaluating clinical aspects of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060625 -        measurement rather than on technical issues that are covered in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060626 -        the AHA statement (2).  Also, the Writing Committee is aware                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060627 -        that ACCF has recently published appropriateness criteria using                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060628 -        approaches that differ somewhat from those used in developing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060629 -        this Consensus Document.  Therefore, readers should be aware                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060630 -        that there may be slight differences in language used in this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060631 -        document and the Appropriateness Criteria for Cardiac Computed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060632 -        Tomography and Magnetic Resonance (3) document.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060634 -         ..
060635 -        At its first meeting, each member of this ACCF/AHA Writing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060636 -        Committee indicated any relationship with industry.  Relevant                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060637 -        conflicts of the Writing Committee and peer reviewers are                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060638 -        reported in Appendixes 1 and 2, respectively.  The next step in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060639 -        the development of this document was to obtain a complete                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060640 -        literature review from the Griffith Resource Library at the ACC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060641 -        concerning CAC measurement by fast CT methods from 1998 through                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060642 -        early 2005 (National Library of Medicine?s Elhill System).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060643 -        Additional relevant prior or subsequently published references                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060644 -        have also been identified by personal contacts of the Writing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060645 -        Committee members, and substantial efforts were made to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060646 -        identify all relevant manuscripts that were currently in press.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060647 -        At the first meeting, members of the Writing Committee were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060648 -        given assignments to provide descriptions and analyses of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060649 -        measurement for identifying and modifying coronary event risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060650 -        in the asymptomatic patient, for modifying the clinical care                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060651 -        and outcomes of symptomatic patients suspected of having                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060652 -        coronary artery disease (CAD), and for understanding the role                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060653 -        of CAC measurement in selected patient subgroups.  Each                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060654 -        individual contributor to these parts of the document had his                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060655 -        or her initial full written presentation critiqued by all other                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060656 -        members of this Writing Committee.  Outside peer review was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060657 -        also undertaken before the document was finalized.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060659 -         ..
060660 -        Considerable discussion among the group focused on the best and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060661 -        most proper way to assess clinical appropriateness of tests                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060662 -        such as CAC measurement since there have been no clinical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060663 -        trials to evaluate the impact of CAC testing on clinical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060664 -        outcomes in either symptomatic or asymptomatic patients.  The                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060665 -        Writing Committee agreed uniformly that the ideal assessment of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060666 -        cardiac tests would require clinical trials that utilize                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060667 -        important patient outcomes such as improving the quality or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060668 -        quantity of a patient?s life.  However, recognizing that this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060669 -        standard is not available for CAC measurement, the Committee                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060670 -        considered other standards of evidence in reaching a consensus                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060671 -        opinion.  A minority of the Writing Committee felt that CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060672 -        testing could not be advised for any clinical indication until                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060673 -        clinical trials were available to show benefit on actual                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060674 -        patient outcomes.  However, the majority of the Writing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060675 -        Committee felt that this standard of evidence is rarely applied                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060676 -        in assessment of cardiac testing appropriateness.  Therefore,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060677 -        the majority position presented here reflects the concept that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060678 -        prognostic testing such as CAC measurement can be considered                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060679 -        reasonable where there is evidence that the test results can                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060680 -        have a meaningful impact on medical decision-making.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060682 -         ..
060683 -        Introduction to CAC Measurement                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060684 -        
060685 -        Coronary arterial calcification is part of the development of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060686 -        atherosclerosis, occurs almost exclusively in atherosclerotic                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060687 -        arteries, and is absent in the normal vessel wall (4?6).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060688 -        Coronary artery calcification occurs in small amounts in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060689 -        early lesions of atherosclerosis that appear in the second and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060690 -        third decades of life, but it is found more frequently in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060691 -        advanced lesions and in older age.  Although there is a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060692 -        positive correlation between the site and the amount of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060693 -        coronary artery calcium and the percent of coronary luminal                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060694 -        narrowing at the same anatomic site, the relation is nonlinear                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060695 -        and has large confidence limits (7).  The relation of arterial                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060696 -        calcification, like that of angiographic coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060697 -        stenosis, to the probability of plaque rupture is unknown                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060698 -        (8,9).  There is no known relationship between vulnerable                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060699 -        plaque and coronary artery calcification (10).  Although                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060700 -        radiographically detected coronary artery calcium can provide                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060701 -        an estimate of total coronary plaque burden, due to arterial                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060702 -        remodeling, calcium does not concentrate exclusively at sites                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060703 -        with severe coronary artery stenoses (11).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060705 -         ..
060706 -        Electron-beam computed tomography (EBCT) and multi-detector                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060707 -        computed tomography (MDCT) are the primary fast CT methods for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060708 -        CAC measurement at this time.  Both technologies employ thin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060709 -        slice CT imaging, using fast scan speeds to reduce motion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060710 -        artifact.  Thirty to 40 adjacent axial scans usually are                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060711 -        obtained.  A calcium scoring system has been devised based on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060712 -        the X-ray attenuation coefficient, or CT number measured in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060713 -        Hounsfield units, and the area of calcium deposits (12).  A                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060714 -        fast CT study for coronary artery calcium measurement is                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060715 -        completed within 10 to 15 min, requiring only a few seconds of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060716 -        scanning time.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060718 -         ..
060719 -        Cardiac computed tomography has been used with increasing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060720 -        frequency in the United States and other countries during the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060721 -        past 15 years, initially with the goal of identifying patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060722 -        at risk of having obstructive coronary artery disease based on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060723 -        the amount of coronary calcium present.  However, in the past 5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060724 -        to 10 years, fast CT methods have been used primarily for 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060725 -        purposes: 1) to assist in coronary heart disease (CHD) risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060726 -        assessment in asymptomatic patients, and 2) to assess the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060727 -        likelihood of the presence of CHD in patients who present with                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060728 -        atypical symptoms which could be consistent with myocardial                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060729 -        ischemia.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060731 -         ..
060732 -        Many technical aspects are relevant to the choice of EBCT                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060733 -        versus MDCT, and these are beyond the scope of this document.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060734 -        A related document, recently prepared by the AHA, addresses                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060735 -        these important technical issues (2).  In contrast, this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060736 -        document focuses on clinical uses of fast CT for CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060737 -        measurement and addresses the appropriateness of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060738 -        measurement in defined clinical circumstances.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060739 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060741 -         ..
060742 -        Role of Risk Assessment in Cardiovascular Medicine                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060743 -        
060744 -        A major focus of this Consensus Document is the role of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060745 -        measurement in cardiovascular risk assessment.  Thus, a brief                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060746 -        overview of cardiovascular risk assessment is important to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060747 -        provide a frame of reference for the material that follows.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060749 -         ..
060750 -        Risk assessment is often regarded as a key first step in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060751 -        clinical management of cardiovascular risk factors.  Risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060752 -        assessment algorithms, such as those from the Framingham Heart                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060753 -        Study in the United States or from the Prospective                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060754 -        Cardiovascular Munster (PROCAM) study in Germany, or the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060755 -        European risk prediction system called SCORE (Systemic Coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060756 -        Risk Evaluation), are among the most common and widely                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060757 -        available for estimating multi-factorial absolute risk in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060758 -        clinical practice (13).  Each of these risk assessment                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060759 -        algorithms, as most often used, projects 10-year, absolute                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060760 -        risk, which can be considered short-term or intermediate-term                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060761 -        (not lifetime) risk.  These risk projections are often regarded                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060762 -        by policy makers and clinicians as useful when selecting the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060763 -        most appropriate candidates for drug therapies intended to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060764 -        reduce risk.  Cholesterol and blood pressure guidelines in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060765 -        United States and elsewhere have followed the principle that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060766 -        the intensity of treatment should be aligned with the severity                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060767 -        of a patient?s risk (14,15).  The rationale behind this balance                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060768 -        between treatment intensity and patient risk is that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060769 -        proportional risk reduction and cost-effectiveness analyses                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060770 -        indicate that there is greater benefit of drug exposure when                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060771 -        the patient?s risk is high.  It has been considered useful to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060772 -        divide patients into several categories depending on their                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060773 -        10-year risk estimates.  Three commonly used categories are                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060774 -        high risk, intermediate risk, and low risk.  Beginning in 2004,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060775 -        the National Cholesterol Education Program (NCEP) further                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060776 -        divided the intermediate-risk category into moderately high                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060777 -        risk and moderate risk (16).  Table 1 shows the most recent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060778 -        NCEP categories of 10-year absolute risk used to stratify                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060779 -        patients for cholesterol-lowering therapy.  This classification                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060780 -        can be applied to other CHD risk reduction therapies as well,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060781 -        such as blood pressure lowering.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
060783 -         ..
060784 -        --------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060785 -        Table 1. Absolute Risk Categories According to National                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060786 -        Cholesterol Education Program Update, 2004                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060787 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060788 -        10-Year Absolute Risk Category      Definition of Category                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060790 -         ..
060791 -        High risk              CHD*, CHD risk equivalents? including 2 major risk factors? plus a 10-year risk for hard CHD greater than 20%§                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060792 -        Moderately high risk   Moderately high risk 2 major risk factors? plus a 10-year risk for hard CHD 10% to 20%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060793 -        Moderate risk          Moderate risk 2 major risk factors plus a 10-year risk for hard CHD less than 10%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060794 -        Lower risk             Lower risk 0 to 1 major risk factor (10-year risk for hard CHD usually less than 10%)§                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060796 -         ..
060797 -        *CHD includes history of myocardial infarction, unstable                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060798 -        angina, stable angina, coronary artery procedures (angioplasty                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060799 -        or by-pass surgery), or evidence of clinically significant                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060800 -        myocardial ischemia.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060801 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060802 -        ?CHD risk equivalents include clinical manifestations of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060803 -        non-coronary forms of atherosclerotic disease (peripheral                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060804 -        arterial disease, abdominal aortic aneurysm, and carotid artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060805 -        disease [transient ischemic attacks or stroke of carotid origin                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060806 -        or greater than 50% obstruction of a carotid artery]),                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060807 -        diabetes, and 2 risk factors with 10-year risk for hard CHD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060808 -        less than 20%.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060809 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060810 -        ?Major risk factors include cigarette smoking, hypertension (BP                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060811 -        greater than or equal to 140/90 mm Hg or on antihypertensive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060812 -        medication), low HDL cholesterol (less than 40 mg/dL), family                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060813 -        history of premature CHD (CHD in male first-degree relative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060814 -        less than 55 years; CHD in female first-degree relative less                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060815 -        than 65 years), and age (men greater than or equal to 45 years;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060816 -        women greater than or equal to 55 years).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060817 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060818 -        §Almost all people with 0 to 1 risk factor have a 10-year risk less                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060819 -        than 10%, and 10-year risk assessment in people with 0 to 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060820 -        risk factor is thus not necessary.  Modified with permission                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060821 -        from Grundy SM, Cleeman JI, Merz CN, et al.  Implications of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060822 -        recent clinical trials for the National Cholesterol Education                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060823 -        Program Adult Treatment Panel III guidelines.  Circulation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060824 -        2004;110:227?39 (16).  BP  blood pressure; CHD  coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060825 -        heart disease; HDL  high-density lipoprotein.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060826 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060827 -        --------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060829 -         ..
060830 -        Matching Intensity of Intervention With Severity of Risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060831 -        
060832 -        As previously noted, a principle of cardiovascular disease                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060833 -        prevention that is generally accepted is that intensity of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060834 -        intervention for an individual (or population) should be                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060835 -        adjusted to the level of baseline risk (17). The goals of this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060836 -        principle are to optimize efficacy, safety, and costeffectiveness                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
060837 -        of the intervention. The concept is most often                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060838 -        applied to higher-risk individuals who are potential candidates                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060839 -        for risk-reducing drugs; but it also is an important                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060840 -        consideration for lower risk individuals either in clinical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060841 -        practice or for public health strategies. For higher risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060842 -        individuals, intensity of intervention is best adjusted to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060843 -        absolute short-term risk; for lower risk individuals, relative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060844 -        risk remains an important consideration because a high                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060845 -        relative risk generally translates into a high absolute risk in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060846 -        the long term. This latter concept is most relevant to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060847 -        younger men and middle-aged men and women, whereas in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060848 -        older men and women, the Framingham Risk Score generally                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060849 -        applies.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060851 -         ..
060852 -        Current Approaches to Global Risk Assessment and to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060853 -        Assessment of Incremental Risk Using New Tests                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060854 -        
060855 -        In current clinical practice, in accordance with a number of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060856 -        guidelines (14,15), it is common that the first step in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060857 -        clinical risk assessment is to identify any high-risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060858 -        conditions that obviate the need for further risk assessment;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060859 -        these mainly include established atherosclerotic cardiovascular                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060860 -        disease (ASCVD) and diabetes (see Table 1, High risk).  If none                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060861 -        of these high-risk conditions is present, the second step is to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060862 -        identify the presence of major risk factors (also listed in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060863 -        Table 1).  If 2 or more major risk factors are present, one                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060864 -        should then estimate the 10-year likelihood for development of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060865 -        major coronary events or total cardiovascular events.  In the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060866 -        United States, the most-commonly used and most extensively                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060867 -        validated quantitative assessment is provided by the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060868 -        multivariable scoring system of the Framingham Heart Study.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060869 -        The Framingham algorithm for ?hard CHD? events including                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060870 -        myocardial infarction and cardiac death is available                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
060871 -        available through the National Cholesterol Education Program                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060872 -        website (                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060873 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060874 -              http://hin.nhlbi.nih.gov/atpiii/calculator.asp                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060876 -         ..
060877 -        ).  Framingham scoring includes the following major risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060878 -        factors: gender, total cholesterol, high-density lipoprotein                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060879 -        (HDL) cholesterol, systolic blood pressure (or on treatment for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060880 -        hypertension), cigarette smoking, and age.  PROCAM scoring                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060881 -        employs a somewhat different set of risk factors: gender, age,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060882 -        low-density lipoprotein (LDL) cholesterol, HDL cholesterol,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060883 -        triglycerides, systolic blood pressure, cigarette smoking,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060884 -        family history, and presence or absence of diabetes (                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060885 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060886 -              http://www.chd-taskforce.com/                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060888 -         ..
060889 -        ).  The European SCORE algorithm uses risk factors similar to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060890 -        the Framingham Score.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060892 -         ..
060893 -        For each of these risk assessment tools, the most powerful risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060894 -        factors are age and gender.  The other risk factors can be                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060895 -        examined for their additive predictive power by determining                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060896 -        increments in the area under the curve of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060897 -        receiver-operating characteristic (ROC).  The area under the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060898 -        ROC curve is also known as the C-statistic.  An ROC analysis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060899 -        plots sensitivity (fraction of true positives) versus 1-                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060900 -        specificity (fraction of false positives) of a risk factor for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060901 -        predicting events.  ROC curves are used to evaluate the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060902 -        discrimination of a prediction, and often, the predictive power                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060903 -        of a set of risk factors.  If a given set of risk factors                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060904 -        predicted the development of cardiovascular events perfectly,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060905 -        the curve would reach 100% in the upper left corner (100%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060906 -        sensitivity and 100% specificity), that is, all true positives                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060907 -        and no false positives.  The area under the curve would be 100%                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060908 -        (C-statistic = 1.0).  A random and useless predictor would give                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060909 -        a straight line at 45 degrees (C-statistic = 0.5) since this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060910 -        would define a test where true positive rate and false positive                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060911 -        rate are equal to one another at every possible cutoff value.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060912 -        In the evaluation of additional tests, added to the basic set                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060913 -        of Framingham risk factors, the area under the curve would                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060914 -        increase when the test provides incremental discrimination.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060915 -        The Framingham algorithm applied to the Framingham population                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060916 -        generally gives a C-statistic of approximately 0.8, meaning                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060917 -        that the probability is 80% that patients who experience CHD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060918 -        events will have a higher risk score than patients who did not                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060919 -        experience an event.  An important but unresolved issue is                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060920 -        whether discovery and addition of new biochemical risk factors                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060921 -        or imaging markers to Framingham or PROCAM algorithms will                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060922 -        increase the C-statistic.  In considering the role of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060923 -        measurement for risk assessment, a key issue is whether                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060924 -        discriminative ability is improved, often as judged by an                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060925 -        increase in the C-statistic compared to that derived from risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060926 -        factors alone.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060928 -         ..
060929 -        Risk Assessment for Coronary Heart Disease in Asymptomatic Populations                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060930 -        Prognosis by Coronary Artery Calcium Measurements                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060931 -        
060932 -        In the prior ACC/AHA expert consensus document published in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060933 -        2000, only 3 reports on the prognostic capability of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060934 -        scoring were available to develop risk assessment indications                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060935 -        in asymptomatic individuals (1).  At the time, the ACC/AHA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060936 -        document concluded that the body of evidence using CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060937 -        measurement to predict CHD events was insufficient.  A critical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060938 -        component to that recommendation was that the independent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060939 -        prognostic value of CAC had not been established.  In a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060940 -        separate but similar evaluation using data published through                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060941 -        2002, the US Preventive Services Task Force (USPSTF) concluded                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060942 -        that limited clinical outcomes data were available and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
060943 -        recommended against routine screening for the detection of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060944 -        silent but severe CAD or for the prediction of CHD events in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060945 -        low risk, asymptomatic adults (see                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
060946 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060947 -              http://www.ahrq.gov/downloads/pub/prevent/pdfser/chdser.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060949 -         ..
060950 -        In the past several years, however, a number of publications                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060951 -        have reported on the incremental prognostic value of CAC in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060952 -        large series of patients including asymptomatic self-referred                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060953 -        and population cohorts (18?22).  A major rationale for the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060954 -        current document is the need for an update including recent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060955 -        publications regarding CAC as it relates to the estimation of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060956 -        CHD death or nonfatal myocardial infarction (MI).  Although                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060957 -        earlier evidence included the use of ?soft? endpoints including                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060958 -        coronary revascularization as a primary outcome, more recent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060959 -        data are available on the estimation of CHD death or MI                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060960 -        (18?22).  Models predicting ?hard? cardiac events (i.e., CHD                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060961 -        death or MI) are less subjective and less likely to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
060962 -        overestimate the predictive accuracy of CAC scoring (23).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060963 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060965 -         ..
060966 -        Theoretical Relationship Between Coronary Calcification and CHD Events                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060967 -        
060968 -        Atherosclerotic plaque proceeds through progressive stages                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060969 -        where instability and rupture can be followed by calcification,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060970 -        perhaps to provide stability to an unstable lesion (8).  As the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060971 -        occurrence of calcification reflects an advanced stage of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060972 -        plaque development, some researchers have proposed that the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060973 -        correlation between coronary calcification and acute coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060974 -        events may be suboptimal based largely on angiographic series                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060975 -        (11).  In order to understand this apparent conflict between                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060976 -        the stability of a calcified lesion and CHD event rates, one                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
060977 -        must recognize the association between atherosclerotic plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060978 -        extent and more frequent calcified and non-calcified plaque                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060979 -        (24).  That is, patients who have calcified plaque are also                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
060980 -        more likely to have non-calcified or ?soft? plaque that is                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
060981 -        prone to rupture and acute coronary thrombosis (24).  It is the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060982 -        co-occurrence of calcified and non-calcified plaque that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060983 -        provides the means for estimating acute coronary events.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
060984 -        Furthermore, although CAC detection cannot localize a stenotic                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060985 -        lesion or one that is prone to rupture, CAC scoring may be able                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
060986 -        to globally define a patient?s CHD event risk by virtue of its                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060987 -        strong association with total coronary atherosclerotic disease                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060988 -        burden, as shown by correlation with pathologic specimens                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
060989 -        (1,24).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
060991 -         ..
060992 -        Approaches to Technology Assessment in CHD Screening                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
060993 -        
060994 -        A major criterion utilized in many technology assessments has                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060995 -        been that a screening test must have a high level of evidence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060996 -        on the effect of screening on actual health outcomes, such as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060997 -        fewer events, extended life, or better quality of life.  This                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
060998 -        type of analysis requires research detailing an improvement in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
060999 -        either quantity or quality-of-life years as a result of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061000 -        screening procedure.  An example of a high level of such                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061001 -        evidence was recently published on screening for abdominal                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061002 -        aortic aneurysm (AAA) (25).  Using this example, a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
061003 -        meta-analysis reported reduced mortality in randomized trials                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061004 -        of AAA screening.  These results allowed for favorable support                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061005 -        of AAA screening by the USPSTF resulting in a class B                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061006 -        recommendation (i.e., evidence includes consistent results from                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061007 -        well-designed, well-conducted studies in representative                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061008 -        populations that directly assess effects on health outcomes)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061009 -        (26).  Lack of similar controlled clinical trial evidence                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061010 -        played a central role in the conclusion by the USPSTF not to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061011 -        support CHD screening using CAC measurement (see                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
061012 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061013 -              http://www.ahrq.gov/downloads/pub/prevent/pdfser/chdser.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061015 -         ..
061016 -        Although no studies have shown a net effect on health outcomes                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061017 -        of CAC scoring (27), at least one randomized trial is nearing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061018 -        completion (Early Identification of Subclinical Atherosclerosis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061019 -        using NoninvasivE Imaging Research [EISNER]).  However, the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061020 -        concept of matching treatment intensity to the degree of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061021 -        cardiovascular risk suggests that efforts to identify the most                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061022 -        accurate approach to risk stratification is an initial and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061023 -        critical step that should aid in the best selection of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061024 -        treatment options for patients at risk for cardiovascular                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061025 -        disease.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061027 -         ..
061028 -        Systematic Reviews and Meta-Analyses                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061029 -        
061030 -        In the sections that follow, we review recent evidence on the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061031 -        prognostic value of CAC and include data from one recent                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061032 -        systematic review.  A comprehensive data synthesis on this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061033 -        subject was published by Pletcher et al. (23) evaluating the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061034 -        prognostic value of CAC from 4 studies published through 2002                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061035 -        meeting quality-based inclusion criteria.  Articles were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061036 -        considered for that meta-analysis if they evaluated the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061037 -        prognostic value of CAC in asymptomatic individuals and also                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061038 -        presented data on CHD events.  Based on a random-effects model,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061039 -        the summary relative risk ratios were 2.1 (for CAC score of 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061040 -        to 100) and as high as 10 (for CAC greater than 400) as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061041 -        compared to patients with a score of 0 (p less than 0.0001).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061042 -        This meta-analysis (23) offers support for the concept that                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061043 -        there is a linear relationship between CAC and CHD events, but                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061044 -        the analysis did not address whether CAC measurement is                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061045 -        incremental to Framingham Risk Score (FRS) for CHD risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061046 -        prediction.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061047 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061048 -        --------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061049 -        Table 2. Quality Assessment Criteria for Evaluation of Reports                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061050 -        on the Prognostic Value of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061051 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061052 -        *** data not entered in this record ***                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061053 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061054 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061055 -        ------------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061057 -         ..
061058 -        Data Quality Issues                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
061059 -        
061060 -        A lack of rigor in study methodology was a focus of the 2000                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061061 -        ACC document (1).  A detailed review of the quality of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061062 -        published data on the prognostic value of CAC was also                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061063 -        published by Pletcher et al. (23) noting significant                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
061064 -        heterogeneity in study quality with often a lack of blinded                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061065 -        outcome adjudication, greater use of categorical or historical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061066 -        risk factors, and variable tomographic slice thickness (3 vs. 6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061067 -        mm) contributing to an overestimation of the relative risk of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061068 -        events by CAC measurements.  For example, the relative risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061069 -        ratio was significantly higher for CAC of 101 to 400 (p = 0.01)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061070 -        and greater than 400 (p = 0.004) when self-reported or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061071 -        historical risk factors were employed in a predictive model as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061072 -        compared with measured risk factor data.  The clinical                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061073 -        implication of this distinction is that physicians interpreting                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061074 -        these results may overvalue CAC scores as substantially more                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061075 -        predictive than traditional risk factors.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061077 -         ..
061078 -        Evaluation of more recent publications indicates that some of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061079 -        the important methodological limitations of earlier reports                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061080 -        have been addressed.  Notably, more recent publications report                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061081 -        the independent prognostic value of CAC in multivariable models                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061082 -        including measured risk factor data (18,19,22).  Larger sample                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061083 -        sizes have also resulted in improved precision in risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061084 -        prediction models.  However, issues of selection or referral                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061085 -        bias when using patient cohorts remain pertinent and are likely                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061086 -        to have resulted in an overestimation of risk when based on                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061087 -        clinical cohorts as compared with population samples (20,22).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061088 -        It is important recognize that relative risk ratios from                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061089 -        patient cohorts have generally been higher than from studies                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061090 -        conducted in population samples even when the overall direction                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061091 -        of the prognostic findings has been concordant.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061093 -         ..
061094 -        Inclusion Criteria and Endpoint Definitions for the Present Analysis                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061095 -        
061096 -        The current document focuses on the ability of CAC scoring to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061097 -        estimate CHD death or MI.  This approach allows for a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061098 -        comparison of the expected annual event rates based on the FRS.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061099 -        The FRS estimates that annual rates of CHD death or MI are less                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061100 -        than 1.0% for low risk, 1.0% to 2.0% for intermediate risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061101 -        (Table 1), and greater than 2.0% for high risk.  When multiple                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061102 -        publications have been reported from the same cohort study                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061103 -        (1,4,5,33?36), we employ here only the most recent report in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061104 -        the current analysis (19,20).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061106 -         ..
061107 -        The inclusion criteria for this analysis are: 1) data not                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061108 -        previously reported in the 2000 document (1); 2) published                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061109 -        series on the prognostic value of CAC in asymptomatic cohorts                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061110 -        reported since 2002; 3) endpoint data must be reported on the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061111 -        outcome of CHD death or MI over a specified follow-up time                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061112 -        period (usually within 3 to 5 years); and 4) data extraction                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061113 -        must allow for the calculation of univariable relative risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061114 -        ratios and must also include risk-adjustment for traditional                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061115 -        cardiac risk factors (e.g., age, gender, cholesterol,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061116 -        hypertension, etc.) or the FRS.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061118 -         ..
061119 -        Two committee members (AJT, LJS) evaluated the quality of each                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061120 -        included report with the results of this analysis being                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061121 -        included in Table 2.  The quality assessment criteria included:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061122 -        1) documentation of prospective data collection; 2) inclusion                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061123 -        of self-referred patient series or from a population sample; 3)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061124 -        reporting of CHD events; 4) reporting of outcome data by gender                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061125 -        and ethnicity; 5) sample size greater than 1000 individuals; 6)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061126 -        avoiding potential for limited challenge (i.e., an inclusion of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061127 -        very low to very high-risk patients resulting in a wide spread                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061128 -        in the outcome results) by not reporting data within strata of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061129 -        clinical risk; 7) reporting measured versus historical or                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061130 -        self-reported risk factor data; and 8) reporting univariable                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061131 -        and multivariable prognostic models (i.e., ascertaining the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061132 -        incremental value of CAC scores).  A review of the highlighted                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061133 -        reports reveals that all studies identified for inclusion were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061134 -        of at least moderate-high quality.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
061136 -         ..
061137 -        Prognostic Value of CAC Scores From Published Reports From 2003?2005                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061138 -        
061139 -        Several recent cohorts have been published including                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
061140 -        prospective observational registries in predominantly male,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061141 -        younger and middle-aged (18), unselected (19) and older-aged,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061142 -        higher risk (20) asymptomatic cohorts.  A self-referred patient                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061143 -        series of 8855 asymptomatic adults was also included in this                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061144 -        analysis (21).  A recent population sample was also published                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061145 -        and included 1795 subjects greater than or equal to 55 years of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061146 -        age who were prospectively enrolled in the Rotterdam coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061147 -        calcium study (22).  Finally, the prognostic value of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061148 -        scores was recently reported from a large series of 10 746 men                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061149 -        and women aged 22 to 96 years who underwent a preventive health                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
061150 -        examination at the Cooper Clinic in Dallas, Texas (28).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061152 -         ..
061153 -        Using a random-effects model, an analytical approach                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
061154 -        frequently applied to observational data such as that reported                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061155 -        in the CAC series, Figure 1 reports on the univariable                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061156 -        and summary (weighted average) relative risk ratios                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
061157 -        from 6 recently published reports in 27 622 patients (n                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061158 -        395 CHD death or MI). This figure reports the summary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061159 -        relative risk ratio of 4.3 (95% confidence interval [CI]  3.5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061160 -        to 5.2) for any measurable calcium as compared with a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
061161 -        low-risk CAC (generally using a score of 0) (p less than                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061162 -        0.0001). These data imply that the 3 to 5 year risk of any                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061163 -        detectable calcium elevates a patient?s CHD risk of events                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
061164 -        by nearly 4-fold (p less than 0.0001). Importantly, patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061165 -        without detectable calcium (or a CAC score  0) have a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061166 -        very low rate of CHD death or MI (0.4%) over 3 to 5 years                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061167 -        of observation (n  49 events/11 815 individuals).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
061169 -         ..
061170 -        As can be further seen in Figure 1, considerable variability                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061171 -        existed in the relative risk ratios across the 6 reports which                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
061172 -        can, in part, be attributed to variability in the grouping of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061173 -        CAC scores and in the representation of younger individuals                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061174 -        and women within each of the risk subsets. In the most                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061175 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061176 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061177 -        --------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
061178 -        Figure 1. Meta-Analysis on the Prognostic Value of CACS                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
061180 -         ..
061181 -        Relative risk (RR) ratios (95% confidence intervals [CI]) in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
061182 -        six published reports (18?22,28). CACS = coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061183 -        calcification score.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
061185 -         ..
061186 -        Seems to be table comparing findings from various studies                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
061187 -        correlating calcium score (CACS) with death or risk of death,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
061188 -        not sure...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
061189 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061190 -        --------------------------------------------------                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
061191 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061192 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061193 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
061194 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
0612 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     

SUBJECTS
Default Null Subject Account for Blank Record                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
0703 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070401 -  ..
070402 - Long-Term Prognosis Associated With Coronary Calcification_Budoff.2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
070403 - 
070404 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070405 -              F:\05\00003\SM\CC\AGMJ\20151119-184400\Long-Term-Prognosis-Associated-With-Coronary-Calcification_Budoff-2007.pdf                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070406 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070407 -    1.  Journal of the American College of Cardiology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070408 -        2007 by the American College of Cardiology Foundation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070409 -        Published by Elsevier Inc                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070411 -         ..
070412 -        Vol 49 No 18, 2007                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
070413 -        ISSN 0735-1097/07/$32.00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070414 -        doi:10.1016/j.jacc.2006.10.079                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070416 -         ..
070417 -        JACC Vol. 49, No. 18, 2007                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070418 -        May 8, 2007:1860-70                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
070420 -         ..
070421 -        Cardiac Imaging                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070423 -         ..
070424 -        Long-Term Prognosis Associated With Coronary Calcification                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070425 -        Observations From a Registry of 25,253 Patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
070426 -        
070427 -        Matthew J. Budoff, MD,* Leslee J. Shaw, PHD,? Sandy T. Liu,*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070428 -        Steven R. Weinstein,*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070429 -        Tristen P. Mosler, Philip H. Tseng,* Ferdinand R. Flores,*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070430 -        Tracy Q. Callister, MD,?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070431 -        Paolo Raggi, MD,§ Daniel S. Berman, MD?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070433 -         ..
070434 -        Torrance and Los Angeles, California; Nashville, Tennessee;                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070435 -        and Atlanta, Georgia                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
070437 -         ..
070438 -        From the *Harbor-UCLA Los Angeles Biomedical Research                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070439 -        Institute, Torrance, California; ?Cedars-Sinai Medical Center,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070440 -        Los Angeles, California; ?EBT Research Foundation, Nashville,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070441 -        Tennessee; and the §Division of Cardiology and Department of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070442 -        Radiology, Emory University, Atlanta, Georgia.  Dr.  Budoff is                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070443 -        on the speakers? bureau for General Electric.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070445 -         ..
070446 -        Manuscript received March 6, 2006; revised manuscript received                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070447 -        September 18, 2006, accepted October 16, 2006.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070449 -         ..
070450 -        Objectives                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070451 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070452 -            The purpose of this study was to develop risk-adjusted                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070453 -            multivariable models that include risk factors and coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070454 -            artery calcium (CAC) scores measured with electron-beam                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070455 -            tomography in asymptomatic patients for the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070456 -            prediction of all-cause mortality                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070458 -         ..
070459 -        Background                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070460 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070461 -            Several smaller studies have documented the efficacy of CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070462 -            testing for assessment of cardiovascular risk.  Larger                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070463 -            studies with longer follow-up will lend strength to the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070464 -            hypothesis that CAC testing will improve outcomes,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070465 -            cost-effectiveness, and safety of primary prevention                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070466 -            efforts.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070468 -         ..
070469 -        Methods                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070470 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070471 -            We used an observational outcome study of a cohort of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070472 -            25,253 consecutive, asymptomatic individuals referred by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070473 -            their primary physician for CAC scanning to assess                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070474 -            cardiovascular risk.  Multivariable Cox proportional                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070475 -            hazards models were developed to predict all-cause                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070476 -            mortality. Risk-adjusted models incorporated traditional                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070477 -            risk factors for coronary disease and CAC scores.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070479 -         ..
070480 -        Results                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070481 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070482 -            The frequency of CAC scores was 44%, 14%, 20%, 13%, 6%, and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070483 -            4% for scores of 0, 1 to 10, 11 to 100, 101 to 400, 401 to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070484 -            1,000, and >1,000, respectively.  During a mean follow-up                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           
070485 -            of 6.8 +/- 3 years, the death rate was 2% (510 deaths).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070486 -            The CAC was an independent predictor of mortality in a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070487 -            multivariable model controlling for age, gender, ethnicity,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070488 -            and cardiac risk factors (model chi-square = 2,017, p =                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070489 -            0.0001).  The addition of CAC to traditional risk factors                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070490 -            increased the concordance index significantly (0.61 for                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070491 -            risk factors vs. 0.81 for the CAC score, p < 0.0001).
070492 -            Risk-adjusted relative risk ratios for CAC were 2.2-, 4.5-,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070493 -            6.4-, 9.2-, 10.4-, and 12.5-fold for scores of 11 to 100,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070494 -            101 to 299, 300 to 399, 400 to 699, 700 to 999, and 1,000,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070495 -            respectively (p < 0.0001), when compared with a score of 0.
070496 -            Ten-year survival (after adjustment for risk factors,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070497 -            including age) was 99.4% for a CAC score of 0 and worsened                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070498 -            to 87.8% for a score of >1,000 (p < 0.0001).
070500 -         ..
070501 -        Conclusions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070502 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070503 -            This large observational data series shows that CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070504 -            provides independent incremental information in addition to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070505 -            traditional risk factors in the prediction of all-cause                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070506 -            mortality. (J Am Coll Cardiol 2007;49:1860?70) © 2007 by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070507 -            the American College of Cardiology Foundation                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
070508 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070510 -         ..
070511 -        Evidence-based guidelines recommend that primary care                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070512 -        physicians make a careful assessment of their patients?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070513 -        baseline coronary heart disease (CHD) risk and focus primary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070514 -        prevention interventions (such as use of cholesterol-lowering                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070515 -        drugs [1] and aspirin [2]) on intermediate- and high-risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070516 -        patients.  Standard risk factor analyses can help stratify                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070517 -        patients into risk groups but are somewhat imprecise and leave                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070518 -        a large proportion of patients classifiable as ?intermediate?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070519 -        risk, a rather undetermined state.  Cholesterol therapy of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070520 -        patients in this category might range from no therapy to a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070521 -        low-density lipoprotein target <100 mg/dl.  More effective
070522 -        assessment of CHD risk might improve the outcome,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
070523 -        cost-effectiveness, and safety of primary prevention efforts.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070524 -        We attempted to assess the prognostic power of coronary artery                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070525 -        calcium (CAC) assessed with electron beam tomography (EBT).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070526 -        The purpose of this study was to develop long-term                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
070527 -        risk-adjusted multivariable predictive models to estimate death                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070528 -        from all-causes, using cardiac risk factors and CAC scores                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070529 -        determined with EBT.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
070531 -         ..
070532 -        Methods                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070534 -         ..
070535 -        Patient entry criteria.  The study sample consisted of 25,253                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070536 -        consecutive asymptomatic individuals referred by primary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070537 -        physician for CAC measurement with EBT.  Subjects were given a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070538 -        risk-factor questionnaire to assess ethnicity and                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          
070539 -        cardiovascular risk factors.  The presence and number of risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070540 -        factors for a subject was calculated on the basis of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070541 -        National Cholesterol Education Program guidelines (1).  Risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070542 -        factors included: age (men 45 years, women 55 years), current                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070543 -        cigarette smoking, diabetes, history of premature coronary                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070544 -        disease in first-degree relative (men 55 years, women 65                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070545 -        years), hypertension, and hypercholesterolemia.  Current                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070546 -        cigarette smoking was defined as any cigarette smoking in the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070547 -        past month.  Hypertension was defined by current use of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070548 -        anti-hypertensive medication or known and untreated                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        
070549 -        hypertension.  Hypercholesterolemia was defined as use of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070550 -        cholesterol lowering medication or, in the absence of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070551 -        cholesterol lowering medication use, as having a total serum                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070552 -        cholesterol 200 mg/dl.  Total cholesterol measurements were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070553 -        available in 11,275 subjects and were categorized as 200, 201                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070554 -        to 240, 241 to 260, and 260 mg/dl, respectively.  Patients                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070555 -        also noted whether they were taking statin therapy at the time                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070556 -        of scanning.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070558 -         ..
070559 -        EBT methods.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070561 -         ..
070562 -        All study subjects underwent EBT with an Imatron C-150XL                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070563 -        Ultrafast computed tomography scanner (GE-Imatron, South San                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070564 -        Francisco, California).  The study was approved by the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070565 -        Institutional Review Board of Harbor- UCLA Medical Center.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070566 -        Thirty to 40 contiguous tomographic slices were obtained at                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070567 -        3-mm intervals beginning 1 cm below the carina and progressing                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070568 -        caudally to include the entire coronary tree.  Exposure time                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070569 -        was 100 ms/ tomographic slice, and total irradiation dose was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070570 -        0.6 mSv/scan.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070572 -         ..
070573 -        An attenuation threshold of 130 HU and a minimum of 3                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070574 -        contiguous pixels were used for identification of a calcific                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070575 -        lesion.  Each focus exceeding the minimum criteria was scored                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070576 -        with the algorithm developed by Agatston et al. (3), calculated                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070577 -        by multiplying the lesion area by a density factor derived from                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070578 -        the maximal HU within this area.  The density factor was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070579 -        assigned in the following manner: 1 for lesions with peak                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070580 -        attenuation of 130 to 199 HU, 2 for lesions with peak                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070581 -        attenuation of 200 to 299 HU, 3 for lesions with peak                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070582 -        attenuation of 300 to 399 HU, and 4 for lesions with peak                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070583 -        attenuation > 400 HU.  The total CAC score was determined by                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070584 -        summing individual lesion scores from each of 4 anatomic sites                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070585 -        (left main, left anterior descending, circumflex, and right                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070586 -        coronary arteries) (3).                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    
070588 -         ..
070589 -        Follow-up data collection.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070591 -         ..
070592 -        Epidemiologic methods for follow-up included ascertainment of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070593 -        death by individuals who were blinded to historical and CAC                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070594 -        score results (4,5).  The occurrence of all-cause death was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070595 -        verified with the National Death Index (6).  Individuals who                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070596 -        underwent cardiovascular screening were followed for a mean of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070597 -        6.8 years (SEM = 0.019) and median of 5.8 years (25th to 75th                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070598 -        percentile = 4.7 to 8.9 years).  Follow-up was completed in                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070599 -        100% of patients.  In this sample, 5,218 patients had follow-up                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070600 -        >= 10 years and 1,404 patients had follow-up >= 12 years.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070602 -         ..
070603 -        Data validation in a prior 10,377 patient series.  We compared                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070604 -        our survival analysis with a similar referral population from                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070605 -        patients enrolled in a prior registry (7,8) to examine                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070606 -        near-term (3- to 5-year) versus long-term (7- to 10-year)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070607 -        survival.  We pooled both datasets for validation of our                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070608 -        mortality model in the current 25,253 patient series and the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070609 -        previously reported data in 10,377 patients.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070611 -         ..
070612 -        Statistical methods.  We presented continuous measures as mean                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070613 -         SD and frequency data as proportions.  Categorical variables                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070614 -        comparing CAC patient subsets with historical variables were                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070615 -        compared with a chi-square likelihood ratio test.  For                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     
070616 -        comparing CAC subsets by age and other continuous measures, we                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070617 -        employed analysis of variance techniques.  A p value  0.05 was                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070618 -        considered statistically significant.  Time to death from all                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070619 -        causes was estimated with a Cox proportional hazards model.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070620 -        Unadjusted survival and riskadjusted survival rates controlling                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070621 -        for age, gender, ethnicity, and other cardiac risk factors,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070622 -        detailed in Table 1, were calculated.  For all variables in a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070623 -        model, univariable and risk-adjusted relative risk ratios (RRs)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070624 -        with 95% confidence intervals (CIs) were calculated.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
070626 -         ..
070627 -        Receiver-operating characteristic (ROC) curves were calculated,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070628 -        including a comparative analysis of age and other cardiac risk                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070629 -        factors (Table 1) versus the CAC score.  From the ROC curves, a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070630 -        concordance (or C-) index, a measure of event and non-event                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070631 -        correct classification, was calculated including 95% CIs.  In                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070632 -        our first ROC curve analysis, we evaluated the area under the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070633 -        curve for age and other risk factors as compared with the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070634 -        continuous CAC score.  Two ROC curves are presented, including                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070635 -        model 1: comparing the number of cardiac risk factors with the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070636 -        continuous CAC score, and model 2: comparing age with the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  
070637 -        continuous CAC score.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      
070639 -         ..
070640 -        We then evaluated multivariable or risk-adjusted Cox models                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070641 -        with the CAC score in several coding schemes: 1) model 1: total                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            
070642 -        CAC score using categories of 0, 1 to 10, 11 to 100, 101 to                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                
070643 -        400, 401 to 699, 700 to 999, and >= 1,000; and 2) model 2:                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070644 -        dividing the arterial segment analysis of the CAC score into 0                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070645 -        to 3 vessels with CAC score >= 100.  In particular, for each of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         
070646 -        these models, we calculated unadjusted analyses as well as                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 
070647 -        age-adjusted and other risk-factor-adjusted (Table 1) survival                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070648 -        models.  From the multivariable models, we evaluated the added                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             
070649 -        value of the CAC score by calculating a C-index and 95% CIs.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               
070650 -        As well, we calculated the Delta chi-square, a measure of the                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              
070651 -        risk predictive content of a given variable within a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
070652 -        multivariable model.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       
070653 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070654 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
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070659 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
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070668 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
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070671 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070672 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
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070680 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070681 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070682 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070683 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070684 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070685 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070686 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070687 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070688 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
070689 -                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   
0707 -