A Simple Model for Predicting 10-Year Cardiovascular Risk in Middle-Aged to Older Chinese: Guangzhou Biobank Cohort Study
被引:3
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作者:
Huang, Ying Yue
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机构:
Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Huang, Ying Yue
[1
]
Tian, Wen Bo
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Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Tian, Wen Bo
[1
]
Jiang, Chao Qiang
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机构:
Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Jiang, Chao Qiang
[2
]
Zhang, Wei Sen
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机构:
Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Zhang, Wei Sen
[2
]
Zhu, Feng
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Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Zhu, Feng
[2
]
Jin, Ya Li
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Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Jin, Ya Li
[2
]
Lam, Tai Hing
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机构:
Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R China
Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Lam, Tai Hing
[2
,3
]
Xu, Lin
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机构:
Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Xu, Lin
[1
,3
]
Cheng, Kar Keung
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机构:
Univ Birmingham, Inst Appl Hlth Res, Birmingham, W Midlands, EnglandSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
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
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.
机构:
Univ Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
VA San Diego Healthcare Syst, Psychiat Serv, San Diego, CA USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Jin, Hua
Folsom, David
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Univ Calif San Diego, Dept Family Med, San Diego, CA 92161 USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Folsom, David
Sasaki, Alana
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Univ Hawaii, Sch Med, Honolulu, HI 96822 USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Sasaki, Alana
Mudaliar, Sunder
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Univ Calif San Diego, Dept Med, Div Endocrinol, San Diego, CA USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Mudaliar, Sunder
Henry, Robert
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Univ Calif San Diego, Dept Med, Div Endocrinol, San Diego, CA USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Henry, Robert
Torres, Monique
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VA San Diego Healthcare Syst, Psychiat Serv, San Diego, CA USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Torres, Monique
Golshan, Shah
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VA San Diego Healthcare Syst, Psychiat Serv, San Diego, CA USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Golshan, Shah
Glorioso, Danielle K.
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VA San Diego Healthcare Syst, Psychiat Serv, San Diego, CA USAUniv Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
Glorioso, Danielle K.
Jeste, Dilip
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机构:Univ Calif San Diego, VA San Diego Healthcare Syst, Dept Psychiat, San Diego, CA 92161 USA
机构:
Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Sun, Linye
Tian, Wenbo
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Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Tian, Wenbo
Wang, Jiao
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Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Wang, Jiao
Wu, Tianqiong
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Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Wu, Tianqiong
Liu, Xiangyi
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机构:
Guangzhou Ctr Dis Control & Prevent, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Liu, Xiangyi
Jin, Yali
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Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Jin, Yali
Lam, Taihing
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Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Lam, Taihing
Cheng, Karkeung
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Univ Birmingham, Coll Med & Hlth, Sch Hlth Sci, Dept Appl Hlth Sci, Birmingham, EnglandSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Cheng, Karkeung
Zhang, Weisen
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Guangzhou Twelfth Peoples Hosp, Guangzhou 510620, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Zhang, Weisen
Xu, Lin
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Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou 510080, Guangdong Prov, Peoples R China
机构:
Natl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, JapanNatl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, Japan
Ma, Enbo
Sasazuki, Shizuka
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Natl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, JapanNatl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, Japan
Sasazuki, Shizuka
Iwasaki, Motoki
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Natl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, JapanNatl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, Japan
Iwasaki, Motoki
Sawada, Norie
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Natl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, JapanNatl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, Japan
Sawada, Norie
Inoue, Manami
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Natl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, JapanNatl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, Japan
Inoue, Manami
Tsugane, Shoichiro
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Natl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, JapanNatl Canc Ctr, Res Ctr Canc Prevent & Screening, Epidemiol & Prevent Div, Chuo Ku, Tokyo 1040045, Japan
机构:
Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Wang, Jiao
Sen Zhang, Wei
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Guangzhou Twelfth Peoples Hosp, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Sen Zhang, Wei
Jiang, Chao Qiang
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Guangzhou Twelfth Peoples Hosp, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Jiang, Chao Qiang
Zhu, Feng
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Guangzhou Twelfth Peoples Hosp, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Zhu, Feng
Jin, Ya Li
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机构:Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Jin, Ya Li
Thomas, Graham Neil
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Univ Birmingham, Inst Appl Hlth Res, Birmingham, EnglandSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Thomas, Graham Neil
Cheng, Kar Keung
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Univ Birmingham, Inst Appl Hlth Res, Birmingham, EnglandSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Cheng, Kar Keung
Lam, Tai Hing
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Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Lam, Tai Hing
Xu, Lin
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Sun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Sch Publ Hlth, Guangzhou, Peoples R China
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Guangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Pan, Jing
Adab, Peymane
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Univ Birmingham, Inst Appl Hlth Res, Birmingham, W Midlands, EnglandGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Adab, Peymane
Cheng, K. K.
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Univ Birmingham, Inst Appl Hlth Res, Birmingham, W Midlands, EnglandGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Cheng, K. K.
Jiang, Chao Qiang
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Guangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Jiang, Chao Qiang
Zhang, Wei Sen
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Guangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Zhang, Wei Sen
Zhu, Feng
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Guangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Zhu, Feng
Jin, Ya Li
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Guangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R ChinaGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Jin, Ya Li
Thomas, G. Neil
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Univ Birmingham, Inst Appl Hlth Res, Birmingham, W Midlands, EnglandGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Thomas, G. Neil
Steyerberg, Ewout W.
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Erasmus MC, Dept Publ Hlth, Rotterdam, Netherlands
Leiden Univ, Dept Biomed Data Sci, Med Ctr, Leiden, NetherlandsGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Steyerberg, Ewout W.
Lam, Tai Hing
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Guangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China
Univ Hong Kong, Sch Publ Hlth, Hong Kong, Peoples R ChinaGuangzhou Twelfth Peoples Hosp, Mol Epidemiol Res Ctr, Guangzhou, Guangdong, Peoples R China