Comparison of Novel Risk Markers for Improvement in Cardiovascular Risk Assessment in Intermediate-Risk Individuals

被引:852
作者
Yeboah, Joseph [1 ]
McClelland, Robyn L. [4 ]
Polonsky, Tamar S. [5 ]
Burke, Gregory L. [3 ]
Sibley, Christopher T. [6 ]
O'Leary, Daniel [7 ]
Carr, Jeffery J. [2 ,3 ]
Goff, David C., Jr. [8 ]
Greenland, Philip [9 ]
Herrington, David M.
机构
[1] Wake Forest Univ, Wake Forest Baptist Hlth, Dept Internal Med Cardiol, Sch Med, Winston Salem, NC 27157 USA
[2] Wake Forest Univ, Sch Med, Dept Radiol, Winston Salem, NC 27157 USA
[3] Wake Forest Univ, Sch Med, Div Publ Hlth Sci, Winston Salem, NC 27157 USA
[4] Univ Washington, Dept Biostat, Seattle, WA 98195 USA
[5] Univ Chicago, Cardiol Sect, Dept Internal Med, Chicago, IL 60637 USA
[6] NIH, Bethesda, MD 20892 USA
[7] Tufts Med Ctr, Brookline, MA USA
[8] Univ Colorado, Sch Publ Hlth, Aurora, CO USA
[9] Northwestern Univ, Dept Prevent Med, Feinberg Sch Med, Chicago, IL 60611 USA
来源
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION | 2012年 / 308卷 / 08期
基金
美国国家卫生研究院;
关键词
CORONARY-HEART-DISEASE; INTIMA-MEDIA THICKNESS; ANKLE-BRACHIAL INDEX; C-REACTIVE PROTEIN; ATHEROSCLEROSIS; PREDICTION; EVENTS; ADULTS; SCORE; CLASSIFICATION;
D O I
10.1001/jama.2012.9624
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Context Risk markers including coronary artery calcium, carotid intima-media thickness, ankle-brachial index, brachial flow-mediated dilation, high-sensitivity C-reactive protein (CRP), and family history of coronary heart disease (CHD) have been reported to improve on the Framingham Risk Score (FRS) for prediction of CHD, but there are no direct comparisons of these markers for risk prediction in a single cohort. Objective We compared improvement in prediction of incident CHD/cardiovascular disease (CVD) of these 6 risk markers within intermediate-risk participants (FRS >5%-<20%) in the Multi-Ethnic Study of Atherosclerosis (MESA). Design, Setting, and Participants Of 6814 MESA participants from 6 US field centers, 1330 were intermediate risk, without diabetes mellitus, and had complete data on all 6 markers. Recruitment spanned July 2000 to September 2002, with follow-up through May 2011. Probability-weighted Cox proportional hazard models were used to estimate hazard ratios (HRs). Area under the receiver operator characteristic curve (AUC) and net reclassification improvement were used to compare incremental contributions of each marker when added to the FRS, plus race/ethnicity. Main Outcome Measures Incident CHD defined as myocardial infarction, angina followed by revascularization, resuscitated cardiac arrest, or CHD death. Incident CVD additionally included stroke or CVD death. Results After 7.6-year median follow-up (IQR, 7.3-7.8), 94 CHD and 123 CVD events occurred. Coronary artery calcium, ankle-brachial index, high-sensitivity CRP, and family history were independently associated with incident CHD in multivariable analyses (HR, 2.60 [95% CI, 1.94-3.50]; HR, 0.79 [95% CI, 0.66-0.95]; HR, 1.28 [95% CI, 1.00-1.64]; and HR, 2.18 [95% CI, 1.38-3.42], respectively). Carotid intima-media thickness and brachial flow-mediated dilation were not associated with incident CHD in multivariable analyses (HR, 1.17 [95% CI, 0.95-1.45] and HR, 0.95 [95% CI, 0.78-1.14]). Although addition of the markers individually to the FRS plus race/ethnicity improved AUC, coronary artery calcium afforded the highest increment (0.623 vs 0.784), while brachial flow-mediated dilation had the least (0.623 vs 0.639). For incident CHD, the net reclassification improvement with coronary artery calcium was 0.659, brachial flow-mediated dilation was 0.024, ankle-brachial index was 0.036, carotid intima-media thickness was 0.102, family history was 0.160 and high-sensitivity CRP was 0.079. Similar results were obtained for incident CVD. Conclusions Coronary artery calcium, ankle-brachial index, high-sensitivity CRP, and family history were independent predictors of incident CHD/CVD in intermediate-risk individuals. Coronary artery calcium provided superior discrimination and risk reclassification compared with other risk markers. JAMA. 2012;308(8):788-795 www.jama.com
引用
收藏
页码:788 / 795
页数:8
相关论文
共 26 条
[1]   QUANTIFICATION OF CORONARY-ARTERY CALCIUM USING ULTRAFAST COMPUTED-TOMOGRAPHY [J].
AGATSTON, AS ;
JANOWITZ, WR ;
HILDNER, FJ ;
ZUSMER, NR ;
VIAMONTE, M ;
DETRANO, R .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1990, 15 (04) :827-832
[2]   Multi-ethnic study of atherosclerosis: Objectives and design [J].
Bild, DE ;
Bluemke, DA ;
Burke, GL ;
Detrano, R ;
Roux, AVD ;
Folsom, AR ;
Greenland, P ;
Jacobs, DR ;
Kronmal, R ;
Liu, K ;
Nelson, JC ;
O'Leary, D ;
Saad, MF ;
Shea, S ;
Szklo, M ;
Tracy, RP .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2002, 156 (09) :871-881
[3]   Calcified coronary artery plaque measurement with cardiac CT in population-based studies: Standardized protocol of Multi-Ethnic Study of Atherosclerosis (MESA) and Coronary Artery Risk Development in Young Adults (CARDIA) study [J].
Carr, JJ ;
Nelson, JC ;
Wong, ND ;
McNitt-Gray, M ;
Arad, Y ;
Jacobs, DR ;
Sidney, S ;
Bild, DE ;
Williams, OD ;
Detrano, RC .
RADIOLOGY, 2005, 234 (01) :35-43
[4]   Executive summary of the Third Report of the National Cholesterol Education Program (NCEP) expert panel on detection, evaluation, and treatment of high blood cholesterol in adults (Adult Treatment Panel III) [J].
Cleeman, JI ;
Grundy, SM ;
Becker, D ;
Clark, LT ;
Cooper, RS ;
Denke, MA ;
Howard, WJ ;
Hunninghake, DB ;
Illingworth, DR ;
Luepker, RV ;
McBride, P ;
McKenney, JM ;
Pasternak, RC ;
Stone, NJ ;
Van Horn, L ;
Brewer, HB ;
Ernst, ND ;
Gordon, D ;
Levy, D ;
Rifkind, B ;
Rossouw, JE ;
Savage, P ;
Haffner, SM ;
Orloff, DG ;
Proschan, MA ;
Schwartz, JS ;
Sempos, CT ;
Shero, ST ;
Murray, EZ .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2001, 285 (19) :2486-2497
[5]   An independent external validation and evaluation of QRISK cardiovascular risk prediction: a prospective open cohort study [J].
Collins, Gary S. ;
Altman, Douglas G. .
BMJ-BRITISH MEDICAL JOURNAL, 2009, 339 :144-147
[6]   The Ankle-Brachial Index and Incident Cardiovascular Events in the MESA (Multi-Ethnic Study of Atherosclerosis) [J].
Criqui, Michael H. ;
McClelland, Robyn L. ;
McDermott, Mary M. ;
Allison, Matthew A. ;
Blumenthal, Roger S. ;
Aboyans, Victor ;
Ix, Joachim H. ;
Burke, Gregory L. ;
Liu, Kaing ;
Shea, Steven .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2010, 56 (18) :1506-1512
[7]   Projected Cancer Risks From Computed Tomographic Scans Performed in the United States in 2007 [J].
de Gonzalez, Amy Berrington ;
Mahesh, Mahadevappa ;
Kim, Kwang-Pyo ;
Bhargavan, Mythreyi ;
Lewis, Rebecca ;
Mettler, Fred ;
Land, Charles .
ARCHIVES OF INTERNAL MEDICINE, 2009, 169 (22) :2071-2077
[8]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[9]   The distribution of 10-year risk for coronary heart disease among US adults - Findings from the National Health and Nutrition Examination Survey III [J].
Ford, ES ;
Giles, WH ;
Mokdad, AH .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2004, 43 (10) :1791-1796
[10]  
Fowkes FGR, 2008, JAMA-J AM MED ASSOC, V300, P197, DOI 10.1001/jama.300.2.197