A Simple Model for Predicting 10-Year Cardiovascular Risk in Middle-Aged to Older Chinese: Guangzhou Biobank Cohort Study

被引:2
|
作者
Huang, Ying Yue [1 ]
Tian, Wen Bo [1 ]
Jiang, Chao Qiang [2 ]
Zhang, Wei Sen [2 ]
Zhu, Feng [2 ]
Jin, Ya Li [2 ]
Lam, Tai Hing [2 ,3 ]
Xu, Lin [1 ,3 ]
Cheng, Kar Keung [4 ]
机构
[1] Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
[2] Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R China
[3] Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R China
[4] Univ Birmingham, Inst Appl Hlth Res, Birmingham, W Midlands, England
关键词
Cardiovascular disease; Risk assessment; Prediction model; Primary prevention; DISEASE; SCORE; STROKE; VALIDATION; POPULATION; MANAGEMENT; DERIVATION; PROFILE; EVENTS;
D O I
10.1007/s12265-021-10163-3
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The aim of this paper is to develop 10-year cardiovascular disease (CVD) risk prediction models for the contemporary Chinese populations based on the Guangzhou Biobank Cohort Study (GBCS) and to compare its performance with models based on Framingham's general cardiovascular risk profile and the Prediction for Atherosclerotic CVD Risk in China (China-PAR) project. Subjects were randomly classified into the training (n = 15,000) and validation (n = 12,721) sets. During an average of 12.0 years' follow-up, 3,732 CVD events occurred. A 10-year sex-specific CVD risk prediction model including age, systolic blood pressure, use of antihypertensive medication, smoking, and diabetes was developed. Compared with the Framingham and China-PAR models, the GBCS model had a better discrimination in both women (c-statistic 0.72, 95% CI 0.71-0.73) and men (c-statistic 0.68, 95% CI 0.67-0.70), and the risk predicted was closer to the actual risk. This prediction model would be useful for identifying individuals at higher risks of CVD in contemporary Chinese populations.
引用
收藏
页码:416 / 426
页数:11
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