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

被引:193
|
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 50 条
  • [21] Framingham cardiovascular risk estimate scores in women with migraine; the importance of lifetime changes
    Ibrahimi, Khatera
    Carpenet, Claire
    Rist, Pamela M.
    Buring, Julie E.
    MaassenVanDenBrink, Antoinette
    Kurth, Tobias
    CEPHALALGIA, 2017, 37 : 176 - 177
  • [22] Cardiovascular disease risk prediction by Framingham risk score in women with polycystic ovary syndrome
    Amiri, Mina
    Mousavi, Maryam
    Noroozzadeh, Mahsa
    Azizi, Fereidoun
    Tehrani, Fahimeh Ramezani
    REPRODUCTIVE BIOLOGY AND ENDOCRINOLOGY, 2025, 23 (01)
  • [23] Usefulness of prior hysterectomy as an independent predictor of Framingham risk score (The Women's Health Initiative)
    Hsia, J
    Barad, D
    Margolis, K
    Rodabough, R
    McGovern, PG
    Limacher, MC
    Oberman, A
    Smoller, S
    AMERICAN JOURNAL OF CARDIOLOGY, 2003, 92 (03): : 264 - 269
  • [24] Coronary artery calcium scores and risk for cardiovascular events in women classified as "low risk" based on framingham risk score
    Lakoski, Susan G.
    Greenland, Philip
    Wong, Nathan D.
    Schreiner, Pamela J.
    Herrington, David M.
    Kronmal, Richard A.
    Liu, Kiang
    Blumenthal, Roger S.
    ARCHIVES OF INTERNAL MEDICINE, 2007, 167 (22) : 2437 - 2442
  • [25] Multiethnic polygenic risk scores improve risk prediction in diverse populations
    Marquez-Luna, Carla
    Loh, Po-Ru
    Price, Alkes L.
    GENETIC EPIDEMIOLOGY, 2017, 41 (08) : 811 - 823
  • [26] Comparison of MESA of and Framingham risk scores in the prediction of coronary artery disease severity
    Wang, Y.
    Lv, Q.
    Wu, H.
    Chen, K.
    Hong, X.
    Gu, C.
    Fu, G.
    Zhang, W.
    HERZ, 2020, 45 (SUPPL 1) : 139 - 144
  • [27] Diet quality and the risk of cardiovascular disease: the Women's Health Initiative (WHI)
    Belin, Rashad J.
    Greenland, Philip
    Allison, Matthew
    Martin, Lisa
    Shikany, James M.
    Larson, Joseph
    Tinker, Lesley
    Howard, Barbara V.
    Lloyd-Jones, Donald
    Van Horn, Linda
    AMERICAN JOURNAL OF CLINICAL NUTRITION, 2011, 94 (01): : 49 - 57
  • [28] The impact of birth weight on cardiovascular disease risk in the Women's Health Initiative
    Smith, C. J.
    Ryckman, K. K.
    Barnabei, V. M.
    Howard, B. V.
    Isasi, C. R.
    Sarto, G. E.
    Tom, S. E.
    Van Horn, L. V.
    Wallace, R. B.
    Robinson, J. G.
    NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2016, 26 (03) : 239 - 245
  • [29] PREDICTION MODELS FOR CARDIOVASCULAR RISK On validation of cardiovascular risk scores
    Woodward, Mark
    BMJ-BRITISH MEDICAL JOURNAL, 2016, 354
  • [30] Multimarker Prediction of Coronary Heart Disease Risk The Women's Health Initiative
    Kim, Hyeon Chang
    Greenland, Philip
    Rossouw, Jacques E.
    Manson, JoAnn E.
    Cochrane, Barbara B.
    Lasser, Norman L.
    Limacher, Marian C.
    Lloyd-Jones, Donald M.
    Margolis, Karen L.
    Robinson, Jennifer G.
    JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2010, 55 (19) : 2080 - 2091