An independent and external validation of QRISK2 cardiovascular disease risk score: a prospective open cohort study

被引:161
作者
Collins, Gary S. [1 ]
Altman, Douglas G. [1 ]
机构
[1] Univ Oxford, Ctr Stat Med, Wolfson Coll Annexe, Oxford OX2 6UD, England
来源
BMJ-BRITISH MEDICAL JOURNAL | 2010年 / 340卷
关键词
MULTIPLE IMPUTATION; PROGNOSTIC MODELS; PREDICTION; CANCER; PERFORMANCE; FRAMINGHAM; SURGERY;
D O I
10.1136/bmj.c2442
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Objective To evaluate the performance of the QRISK2 score for predicting 10-year cardiovascular disease in an independent UK cohort of patients from general practice records and to compare it with the NICE version of the Framingham equation and QRISK1. Design Prospective cohort study to validate a cardiovascular risk score. Setting 365 practices from United Kingdom contributing to The Health Improvement Network (THIN) database. Participants 1.58 million patients registered with a general practice between 1 January 1993 and 20 June 2008, aged 35-74 years (9.4 million person years) with 71 465 cardiovascular events. Main outcome measures First diagnosis of cardiovascular disease (myocardial infarction, angina, coronary heart disease, stroke, and transient ischaemic stroke) recorded in general practice records. Results QRISK2 offered improved prediction of a patient's 10-year risk of cardiovascular disease over the NICE version of the Framingham equation. Discrimination and calibration statistics were better with QRISK2. QRISK2 explained 33% of the variation in men and 40% for women, compared with 29% and 34% respectively for the NICE Framingham and 32% and 38% respectively for QRISK1. The incidence rate of cardiovascular events (per 1000 person years) among men in the high risk group was 27.8 (95% CI 27.4 to 28.2) with QRISK2, 21.9 (21.6 to 22.2) with NICE Framingham, and 24.8 (22.8 to 26.9) with QRISK1. Similarly, the incidence rate of cardiovascular events (per 1000 person years) among women in the high risk group was 24.3 (23.8 to 24.9) with QRISK2, 20.6 (20.1 to 21.0) with NICE Framingham, and 21.8 (18.9 to 24.6) with QRISK1. Conclusions QRISK2 is more accurate in identifying a high risk population for cardiovascular disease in the United Kingdom than the NICE version of the Framingham equation. Differences in performance between QRISK2 and QRISK1 were marginal.
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相关论文
共 38 条
[1]
Altman DG, 2000, STAT MED, V19, P453, DOI 10.1002/(SICI)1097-0258(20000229)19:4<453::AID-SIM350>3.3.CO
[2]
2-X
[3]
Prognosis and prognostic research: validating a prognostic model [J].
Altman, Douglas G. ;
Vergouwe, Yvonne ;
Royston, Patrick ;
Moons, Karel G. M. .
BMJ-BRITISH MEDICAL JOURNAL, 2009, 338 :1432-1435
[4]
CARDIOVASCULAR-DISEASE RISK PROFILES [J].
ANDERSON, KM ;
ODELL, PM ;
WILSON, PWF ;
KANNEL, WB .
AMERICAN HEART JOURNAL, 1991, 121 (01) :293-298
[5]
[Anonymous], R LANG ENV STAT COMP
[6]
Developing a prognostic model in the presence of missing data: an ovarian cancer case study [J].
Clark, TG ;
Altman, DG .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 2003, 56 (01) :28-37
[7]
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
[8]
COLLINS GS, 2008, REPORT DEP HLTH INDE
[9]
Estimation of ten-year risk of fatal cardiovascular disease in Europe:: the SCORE project [J].
Conroy, RM ;
Pyörälä, K ;
Fitzgerald, AP ;
Sans, S ;
Menotti, A ;
De Backer, G ;
De Bacquer, D ;
Ducimetière, P ;
Jousilahti, P ;
Keil, U ;
Njolstad, I ;
Oganov, RG ;
Thomsen, T ;
Tunstall-Pedoe, H ;
Tverdal, A ;
Wedel, H ;
Whincup, P ;
Wilhelmsen, L ;
Graham, IM .
EUROPEAN HEART JOURNAL, 2003, 24 (11) :987-1003
[10]
Value and Limitations of Existing Scores for the Assessment of Cardiovascular Risk A Review for Clinicians [J].
Cooney, Marie Therese ;
Dudina, Alexandra L. ;
Graham, Ian M. .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2009, 54 (14) :1209-1227