Cardiovascular Risk Prediction in Diabetic Men and Women Using Hemoglobin A1c vs Diabetes as a High-Risk Equivalent

被引:30
作者
Paynter, Nina P. [1 ]
Mazer, Norman A. [2 ]
Pradhan, Aruna D. [1 ]
Gaziano, J. Michael [1 ,3 ]
Ridker, Paul M. [1 ]
Cook, Nancy R. [1 ]
机构
[1] Brigham & Womens Hosp, Div Prevent Med, Boston, MA 02215 USA
[2] F Hoffmann La Roche & Co Ltd, CH-4002 Basel, Switzerland
[3] VA Boston Healthcare Syst, Massachusetts Vet Epidemiol Res & Informat Ctr MA, Boston, MA USA
关键词
CORONARY-HEART-DISEASE; PRIMARY PREVENTION; VASCULAR-DISEASE; MELLITUS; EVENTS; METAANALYSIS; STATISTICS; FRAMINGHAM; ASPIRIN; SAMPLE;
D O I
10.1001/archinternmed.2011.351
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: It is unclear whether models that include hemoglobin A(1c) (HbA(1c)) levels only for diabetic patients improve the ability to predict cardiovascular disease (CVD) risk compared with the currently recommended classification of diabetes as a cardiovascular risk equivalent. Methods: A total of 24 674 women (including 685 diabetic participants at baseline) and 11 280 men (including 563 diabetic participants at baseline) were followed up prospectively for cardiovascular disease (CVD). One hundred twenty-five CVD events occurred in diabetic women (666 in nondiabetic women), and 170 events occurred in diabetic men (1382 in nondiabetic men). Models for CVD risk were generated separately for men and women using the traditional CVD risk factors with the addition of a term for HbA(1c) levels only for diabetic individuals. In diabetic participants, the resulting predicted risks were compared with classification of diabetes as a cardiovascular risk equivalent (10-year CVD risk of at least 20%). Results: In women, the models including HbA(1c) levels in diabetic participants improved the C statistic by 0.177 (P < .001) over the risk equivalence model and showed improved reclassification (net reclassification improvement [NRI] of 26.7% [P = .001]). In men, the improvements were more modest but still statistically significant (C statistic change of 0.039 [P = .02]; NRI of 9.2% [P = .04]). Including HbA1c levels also improved prediction over a dichotomous term for diabetes in women (NRI of 11.8% [P = .03]) but not in men. Conclusions: In both women and men with diabetes at baseline, we observed significant improvements in predictive ability of CVD risk using models incorporating HbA(1c) levels compared with classification of diabetes as a cardiovascular risk equivalent.
引用
收藏
页码:1712 / 1718
页数:7
相关论文
共 26 条
[1]   Is diabetes a coronary risk equivalent? Systematic review and meta-analysis [J].
Bulugahapitiya, U. ;
Siyambalapitiya, S. ;
Sithole, J. ;
Idris, I. .
DIABETIC MEDICINE, 2009, 26 (02) :142-148
[2]   Type 2 diabetes mellitus and risk of coronary heart disease: results of the 10-year follow-up of the PROCAM study [J].
Buyken, Anette E. ;
von Eckardstein, Arnold ;
Schulte, Helmut ;
Cullen, Paul ;
Assmann, Gerd .
EUROPEAN JOURNAL OF CARDIOVASCULAR PREVENTION & REHABILITATION, 2007, 14 (02) :230-236
[3]   Coronary heart disease risk prediction in the Atherosclerosis Risk in Communities (ARIC) study [J].
Chambless, LE ;
Folsom, AR ;
Sharrett, AR ;
Sorlie, P ;
Couper, D ;
Szklo, M ;
Nieto, FJ .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2003, 56 (09) :880-890
[4]   Use and misuse of the receiver operating characteristic curve in risk prediction [J].
Cook, Nancy R. .
CIRCULATION, 2007, 115 (07) :928-935
[5]   Advances in Measuring the Effect of Individual Predictors of Cardiovascular Risk: The Role of Reclassification Measures [J].
Cook, Nancy R. ;
Ridker, Paul M. .
ANNALS OF INTERNAL MEDICINE, 2009, 150 (11) :795-W143
[6]  
Farkouh Michael E, 2009, Evid Based Med, V14, P136, DOI 10.1136/ebm.14.5.136
[7]   Lifetime risk of cardiovascular disease among individuals with and without diabetes stratified by obesity status in the Framingham Heart Study [J].
Fox, Caroline S. ;
Pencina, Michaei J. ;
Wilson, Peter W. F. ;
Paynter, Nina P. ;
Vasan, Ramachandran S. ;
D'agostino, Ralph B. .
DIABETES CARE, 2008, 31 (08) :1582-1584
[8]   Diabetes and coronary risk equivalency - What does it mean? [J].
Grundy, SM .
DIABETES CARE, 2006, 29 (02) :457-460
[9]   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) Final Report [J].
Grundy, SM ;
Becker, D ;
Clark, LT ;
Cooper, RS ;
Denke, MA ;
Howard, WJ ;
Hunninghake, DB ;
Illingworth, R ;
Luepker, RV ;
McBride, P ;
McKenney, JM ;
Pasternak, RC ;
Stone, NJ ;
Van Horn, L ;
Brewer, HB ;
Cleeman, JI ;
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 ;
Keller, SA ;
Jehle, AJ .
CIRCULATION, 2002, 106 (25) :3143-3421
[10]   Coronary heart disease risk equivalence in diabetes depends on concomitant risk factors [J].
Howard, BV ;
Best, LG ;
Galloway, JM ;
Howard, WJ ;
Jones, K ;
Lee, ET ;
Ratner, RW ;
Resnick, HE ;
Devereux, RB .
DIABETES CARE, 2006, 29 (02) :391-397