Predicting lifetime risk for developing atherosclerotic cardiovascular disease in Chinese population: the China-PAR project

被引:22
|
作者
Liu, Fangchao [1 ,2 ,3 ]
Li, Jianxin [1 ,2 ]
Chen, Jichun [1 ,2 ]
Hu, Dongsheng [4 ]
Li, Ying [1 ,2 ]
Huang, Jianfeng [1 ,2 ]
Liu, Xiaoqing [5 ,6 ]
Yang, Xueli [1 ,2 ]
Cao, Jie [1 ,2 ]
Shen, Chong [7 ]
Yu, Ling [8 ]
Liu, Zhendong [9 ]
Wu, Xianping [10 ]
Zhao, Liancheng [1 ,2 ]
Wu, Xigui [1 ,2 ]
Gu, Dongfeng [1 ,2 ]
Lu, Xiangfeng [1 ,2 ,3 ]
机构
[1] Chinese Acad Med Sci, Natl Ctr Cardiovasc Dis, State Key Lab Cardiovasc Dis, Fuwai Hosp,Dept Epidemiol, Beijing 100037, Peoples R China
[2] Peking Union Med Coll, Beijing 100037, Peoples R China
[3] Shenzhen Univ, Affiliated Hosp 3, Shenzhen 518001, Peoples R China
[4] Shenzhen Univ, Sch Med, Dept Prevent Med, Shenzhen 518060, Peoples R China
[5] Guangdong Prov Peoples Hosp, Div Epidemiol, Guangzhou 510080, Guangdong, Peoples R China
[6] Cardiovasc Inst, Guangzhou 510080, Guangdong, Peoples R China
[7] Nanjing Med Univ, Sch Publ Hlth, Dept Epidemiol & Biostat, Nanjing 211166, Jiangsu, Peoples R China
[8] Fujian Prov Peoples Hosp, Dept Cardiol, Fuzhou 350014, Fujian, Peoples R China
[9] Shandong Acad Med Sci, Inst Basic Med, Cardiocerebrovasc Control & Res Ctr, Jinan 250062, Shandong, Peoples R China
[10] Sichuan Ctr Dis Control & Prevent, Chengdu 610041, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
Atherosclerosis; Cardiovascular disease; Lifetime risk; Risk prediction; PREVALENCE; HYPERTENSION; BURDEN; DIAGNOSIS; COLLEGE; SOCIETY; OBESITY; MODEL; SCORE; ASIA;
D O I
10.1016/j.scib.2018.05.020
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Evidence on the lifetime risk for atherosclerotic cardiovascular disease (ASCVD) is insufficient; yet, estimating an individual's lifetime risk allows for a comprehensive assessment of ASCVD burden. We developed and validated lifetime risk prediction equations for ASCVD using four large and ongoing prospective cohorts of Chinese, the China-PAR project (Prediction for ASCVD Risk in China). Sex-specific equations were developed using two cohorts (as the derivation cohort) of 21,320 participants. Two other independent cohorts with 14,123 and 70,838 participants were used for their external validation, respectively. We evaluated both calibration and discrimination measures for model performance. Furthermore, we estimated ASCVD-free years lost or excess absolute risk attributable to high 10-year risk (>= 10.0%) and/or high lifetime risk (>= 32.8%). After 12.3 years' follow-up of the derivation cohort, 1048 ASCVD events and 1304 non-ASCVD deaths were identified. Our sex-specific equations had good internal validation, with discriminant C statistics of 0.776 (95% confidence interval [CI]: 0.757-0.794) and 0.801 (95% CI: 0.778-0.825), and calibration ?(2) f 9-2 (P= 0.418) and 5.6 (P = 0.777) for men and women, respectively. Good external validation was also demonstrated with predicted rates closely matched to the observed ones. Compared with men having both low 10-year and low lifetime risk, men would develop ASCVD 3.0, 4.6 and 8.6 years earlier if they had high 10-year risk alone, high lifetime risk alone, or both high 10-year and high lifetime risk at the index age of 35 years, respectively. We developed well-performed lifetime risk prediction equations that will help to identify those with the greatest potential to avert ASCVD burden after implementation of innovative clinical and public health interventions in China. (C) 2018 Science China Press. Published by Elsevier B.V. and Science China Press. All rights reserved.
引用
收藏
页码:779 / 787
页数:9
相关论文
共 50 条
  • [41] Comparing the performance of machine learning and conventional models for predicting atherosclerotic cardiovascular disease in a general Chinese population
    Fan, Zihao
    Du, Zhi
    Fu, Jinrong
    Zhou, Ying
    Zhang, Pengyu
    Shi, Chuning
    Sun, Yingxian
    [J]. BMC MEDICAL INFORMATICS AND DECISION MAKING, 2023, 23 (01)
  • [42] Life's Essential 8 and 10-Year and Lifetime Risk of Atherosclerotic Cardiovascular Disease in China
    Jin, Cheng
    Li, Jianxin
    Liu, Fangchao
    Li, Xia
    Hui, Ying
    Chen, Shouhua
    Li, Furong
    Wang, Gang
    Liang, Fengchao
    Lu, Xiangfeng
    Wu, Shouling
    Gu, Dongfeng
    [J]. AMERICAN JOURNAL OF PREVENTIVE MEDICINE, 2023, 64 (06) : 927 - 935
  • [43] Predicting Atherosclerotic Cardiovascular Disease (ASCVD) Risk in Veterans with Diabetes
    Raghavan, Sridharan
    Ho, Yuk-Lam
    Posner, Daniel
    Vassy, Jason L.
    Gagnon, David R.
    Phillips, Lawrence S.
    Wilson, Peter W.
    [J]. DIABETES, 2019, 68
  • [44] Utility of the atherosclerotic cardiovascular disease pooled cohort risk equations in a chinese inner mongolian population
    Bu, Xiaoqing
    Kong, Fanlong
    Xu, Juan
    Peng, Hao
    Li, Hongmei
    Zhang, Yonghong
    [J]. CARDIOLOGY, 2014, 129 : 3 - 3
  • [45] Predicting lifetime risk for cardiovascular disease based on risk factor burden
    Lloyd-Jones, D.
    [J]. ATHEROSCLEROSIS SUPPLEMENTS, 2006, 7 (03) : 483 - 483
  • [46] Associations of body mass index trajectory, waist circumference trajectory, or both with type 2 diabetes mellitus risk in Chinese adults: The China-PAR project
    Zhao, Yang
    Han, Minghui
    Qie, Ranran
    Zhang, Yanyan
    Wu, Yuying
    Fu, Xueru
    Zhang, Dongdong
    Kuang, Lei
    Qin, Pei
    Hu, Fulan
    Li, Jianxin
    Lu, Xiangfeng
    Hu, Dongsheng
    Zhang, Ming
    [J]. DIABETES OBESITY & METABOLISM, 2024, 26 (05): : 1919 - 1928
  • [47] Lifetime Risk Estimation in Atherosclerotic Cardiovascular Disease Where Inflammation Meets Lipoprotein(a)
    Rossello, Xavier
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2021, 78 (11) : 1095 - 1096
  • [48] Triglyceride to high-density lipoprotein cholesterol ratio and risk of atherosclerotic cardiovascular disease in a Chinese population
    Zhou, Long
    Mai, Jinzhuang
    Li, Ying
    Guo, Min
    Wu, Yong
    Gao, Xiangmin
    Wu, Yangfeng
    Liu, Xiaoqing
    Zhao, Liancheng
    [J]. NUTRITION METABOLISM AND CARDIOVASCULAR DISEASES, 2020, 30 (10) : 1706 - 1713
  • [49] The Emerging Epidemic of Cardiovascular Risk Factors and Atherosclerotic Disease in Developing Countries
    Teo, Koon K.
    Dokainish, Hisham
    [J]. CANADIAN JOURNAL OF CARDIOLOGY, 2017, 33 (03) : 358 - 365
  • [50] On the use of models to estimate the total risk of developing atherosclerotic cardiovascular disease
    De Backer, Guy G.
    [J]. EUROPEAN JOURNAL OF PREVENTIVE CARDIOLOGY, 2021, 28 (02) : 201 - 203