The Framingham and UK Prospective Diabetes Study (UKPDS) risk equations do not reliably estimate the probability of cardiovascular events in a large ethnically diverse sample of patients with diabetes: the Action in Diabetes and Vascular Disease: Preterax and Diamicron-MR Controlled Evaluation (ADVANCE) Study

被引:101
作者
Kengne, A. P. [1 ]
Patel, A. [1 ]
Colagiuri, S. [2 ]
Heller, S. [3 ,4 ]
Hamet, P. [5 ]
Marre, M. [6 ,7 ]
Pan, C. Y. [8 ]
Zoungas, S. [1 ,9 ]
Grobbee, D. E. [10 ]
Neal, B. [1 ]
Chalmers, J. [1 ]
Woodward, M. [1 ,11 ]
机构
[1] Univ Sydney, George Inst Int Hlth, Sydney, NSW 2050, Australia
[2] Univ Sydney, Fac Med, Inst Obes Nutr & Exercise, Sydney, NSW 2050, Australia
[3] Univ Sheffield, Sheffield, S Yorkshire, England
[4] Sheffield Teaching Hosp Natl Hlth Serv NHS Fdn Tr, Sheffield, S Yorkshire, England
[5] Univ Montreal, Ctr Hosp Univ Montreal, Montreal, PQ, Canada
[6] Hop Bichat Claude Bernard, F-75877 Paris 18, France
[7] Univ Paris 07, Paris, France
[8] Chinese Peoples Liberat Army Gen Hosp, Beijing, Peoples R China
[9] Monash Univ, Sch Publ Hlth, Melbourne, Vic 3004, Australia
[10] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
[11] Mt Sinai Sch Med, New York, NY USA
基金
英国医学研究理事会;
关键词
Calibration; Cardiovascular disease; Diabetes mellitus; Discrimination; Risk prediction; CORONARY-HEART-DISEASE; PREDICTION; VALIDATION; ACCURACY; SCORE; PROFILE; STROKE; COMBINATION; PERFORMANCE; POPULATION;
D O I
10.1007/s00125-010-1681-4
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Available multivariable equations for cardiovascular risk assessment in people with diabetes have been derived either from the general population or from populations with diabetes. Their utility and comparative performance in a contemporary group of patients with type 2 diabetes are not well established. The aim of this study was to evaluate the performance of the Framingham and UK Prospective Diabetes Study (UKPDS) risk equations in participants who took part in the Action in Diabetes and Vascular disease: Preterax and Diamicron-MR Controlled Evaluation (ADVANCE) trial. The 4-year risks of cardiovascular disease (CVD) and its constituents were estimated using two published Framingham and the UKPDS risk equations in 7,502 individuals with type 2 diabetes without prior known CVD at their enrolment in the trial. The risk of major CVD was overestimated by 170% (95% CI 146-195%) and 202% (176-231%) using the two Framingham equations. The risk of major coronary heart disease was overestimated by 198% (162-238%) with the UKPDS, and by 146% (117-179%) and 289% (243-341%) with the two different Framingham equations, respectively. The risks of stroke events were also overestimated with the UKPDS and one of the Framingham equations. The ability of these equations to rank risk among ADVANCE participants was modest, with c-statistics ranging from 0.57 to 0.71. Results stratified by sex, treatment allocation and ethnicity were broadly similar. Application of the Framingham and UKPDS risk equations to a contemporary treated group of patients with established type 2 diabetes is likely to substantially overestimate cardiovascular risk.
引用
收藏
页码:821 / 831
页数:11
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