Comparison of the Framingham and Reynolds Risk Scores for Global Cardiovascular Risk Prediction in the Multiethnic Women's Health Initiative

被引:199
作者
Cook, Nancy R. [1 ]
Paynter, Nina P.
Eaton, Charles B. [2 ]
Manson, JoAnn E.
Martin, Lisa W. [3 ]
Robinson, Jennifer G. [4 ]
Rossouw, Jacques E. [5 ]
Wassertheil-Smoller, Sylvia [6 ]
Ridker, Paul M.
机构
[1] Harvard Univ, Brigham & Womens Hosp, Div Prevent Med, Sch Med, Boston, MA 02215 USA
[2] Brown Univ, Sch Med, Providence, RI 02912 USA
[3] George Washington Univ, Sch Med, Washington, DC USA
[4] Univ Iowa, Iowa City, IA USA
[5] NHLBI, NIH, Bethesda, MD 20892 USA
[6] Albert Einstein Coll Med, Bronx, NY 10467 USA
基金
美国国家卫生研究院;
关键词
cardiovascular diseases; forecasting; prevention; models statistical; risk factors; statins; risk assessment; C-REACTIVE PROTEIN; EVALUATING ROSUVASTATIN JUPITER; PRIMARY PREVENTION; VALIDATION; DISEASE; COHORT; MODELS; JUSTIFICATION; DYSLIPIDEMIA; POPULATION;
D O I
10.1161/CIRCULATIONAHA.111.075929
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background-Framingham-based and Reynolds Risk scores for cardiovascular disease (CVD) prediction have not been directly compared in an independent validation cohort. Methods and Results-We selected a case-cohort sample of the multiethnic Women's Health Initiative Observational Cohort, comprising 1722 cases of major CVD (752 myocardial infarctions, 754 ischemic strokes, and 216 other CVD deaths) and a random subcohort of 1994 women without prior CVD. We estimated risk using the Adult Treatment Panel III (ATP-III) score, the Reynolds Risk Score, and the Framingham CVD model, reweighting to reflect cohort frequencies. Predicted 10-year risk varied widely between models, with >= 10% risk in 6%, 10%, and 41% of women with the ATP-III, Reynolds, and Framingham CVD models, respectively. Calibration was adequate for the Reynolds model, but the ATP-III and Framingham CVD models overestimated risk for coronary heart disease and major CVD, respectively. After recalibration, the Reynolds model demonstrated improved discrimination over the ATP-III model through a higher c statistic (0.765 versus 0.757; P=0.03), positive net reclassification improvement (NRI; 4.9%; P=0.02), and positive integrated discrimination improvement (4.1%; P<0.0001) overall, excluding diabetics (NRI=4.2%; P=0.01), and in white (NRI=4.3%; P=0.04) and black (NRI=11.4%; P=0.13) women. The Reynolds (NRI=12.9%; P<0.0001) and ATP-III (NRI=5.9%; P=0.0001) models demonstrated better discrimination than the Framingham CVD model. Conclusions-The Reynolds Risk Score was better calibrated than the Framingham-based models in this large external validation cohort. The Reynolds score also showed improved discrimination overall and in black and white women. Large differences in risk estimates exist between models, with clinical implications for statin therapy. (Circulation. 2012; 125:1748-1756.)
引用
收藏
页码:1748 / U112
页数:20
相关论文
共 39 条
[2]  
Anderson G, 1998, CONTROL CLIN TRIALS, V19, P61
[3]  
[Anonymous], BRITISH MEDICAL JOUR
[4]   ROBUST VARIANCE-ESTIMATION FOR THE CASE-COHORT DESIGN [J].
BARLOW, WE .
BIOMETRICS, 1994, 50 (04) :1064-1072
[5]   Traditional Risk Factors for Incident Cardiovascular Events Have Limited Importance in Later Life Compared With the Health in Men Study Cardiovascular Risk Score [J].
Beer, Christopher ;
Alfonso, Helman ;
Flicker, Leon ;
Norman, Paul E. ;
Hankey, Graeme J. ;
Almeida, Osvaldo P. .
STROKE, 2011, 42 (04) :952-959
[6]   Exposure stratified case-cohort designs [J].
Borgan, O ;
Langholz, B ;
Samuelsen, SO ;
Goldstein, L ;
Pogoda, J .
LIFETIME DATA ANALYSIS, 2000, 6 (01) :39-58
[7]   Performance of the Framingham and SCORE cardiovascular risk prediction functions in a non-diabetic population of a Spanish health care centre: a validation study [J].
Canon Barroso, Lourdes ;
Cruces Muro, Eloisa ;
Diaz Herrera, Natalio ;
Fernandez Ochoa, Gerardo ;
Calvo Hueros, Juan Ignacio ;
Buitrago, Francisco .
SCANDINAVIAN JOURNAL OF PRIMARY HEALTH CARE, 2010, 28 (04) :242-248
[8]   Several methods to assess improvement in risk prediction models: Extension to survival analysis [J].
Chambless, Lloyd E. ;
Cummiskey, Christopher P. ;
Cui, Gang .
STATISTICS IN MEDICINE, 2011, 30 (01) :22-38
[9]   Parental History and Myocardial Infarction Risk Across the World The INTERHEART Study [J].
Chow, Clara K. ;
Islam, Shofiqul ;
Bautista, Leonelo ;
Rumboldt, Zvonko ;
Yusufali, Afzal ;
Xie, Changchun ;
Anand, Sonia S. ;
Engert, James C. ;
Rangarajan, Sumathy ;
Yusuf, Salim .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2011, 57 (05) :619-627
[10]   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