Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN

被引:15
作者
Li, Yuanying [1 ]
Yatsuya, Hiroshi [1 ,2 ]
Tanaka, Sachiko [3 ]
Iso, Hiroyasu [4 ]
Okayama, Akira [5 ]
Tsuji, Ichiro [6 ]
Sakata, Kiyomi [7 ]
Miyamoto, Yoshihiro [8 ]
Ueshima, Hirotsugu [9 ]
Miura, Katsuyuki [9 ,10 ]
Murakami, Yoshitaka [11 ]
Okamura, Tomonori [12 ]
机构
[1] Fujita Hlth Univ, Dept Publ Hlth, Sch Med, Toyoake, Aichi, Japan
[2] Nagoya Univ, Grad Sch Med, Dept Publ Hlth & Hlth Syst, Nagoya, Aichi, Japan
[3] Shiga Univ Med Sci, Dept Med Stat, Otsu, Shiga, Japan
[4] Osaka Univ, Dept Social Med, Publ Hlth, Grad Sch Med, Osaka, Japan
[5] Res Inst Lifestyle Related Dis Prevent, Tokyo, Japan
[6] Tohoku Univ, Div Epidemiol, Dept Hlth Informat & Publ Hlth, Sch Publ Hlth,Grad Sch Med, Sendai, Miyagi, Japan
[7] Iwate Med Univ, Sch Med, Dept Hyg & Prevent Med, Morioka, Iwate, Japan
[8] Natl Cerebral & Cardiovasc Ctr, Dept Prevent Cardiol, Osaka, Japan
[9] Shiga Univ Med Sci, Dept Publ Hlth, Otsu, Shiga, Japan
[10] Shiga Univ Med Sci, Ctr Epidemiol Res Asia, Otsu, Shiga, Japan
[11] Toho Univ, Dept Med Stat, Sch Med, Tokyo, Japan
[12] Keio Univ, Dept Prevent Med & Publ Hlth, Sch Med, Tokyo, Japan
关键词
Coronary heart disease; Stroke; Cardiovascular disease; Mortality; Prediction model; DENSITY-LIPOPROTEIN CHOLESTEROL; GLOMERULAR-FILTRATION-RATE; AMERICAN-COLLEGE; LDL-CHOLESTEROL; ISCHEMIC-STROKE; TASK-FORCE; SCORE; ASSOCIATION; POPULATION; MORTALITY;
D O I
10.5551/jat.58958
中图分类号
R6 [外科学];
学科分类号
1002 ; 100210 ;
摘要
Aims: We aimed to develop and validate risk prediction models to estimate the absolute 10-year risk of death from coronary heart disease (CHD), stroke, and cardiovascular disease (CVD). Methods: We evaluated a total of 44,869 individuals aged 40-79 years from eight Japanese prospective cohorts to derive coefficients of risk equations using cohort-stratified Cox proportional hazard regression models. Discrimination (C-index) of the equation was examined in each cohort and summarised using random-effect meta-analyses. Calibration of the equation was assessed using Hosmer-Lemeshow chi-squared statistic. Results: Within a median follow-up of 12.7 years, we observed 765 deaths due to CVD (276 CHDs and 489 strokes). After backward selection, age, sex, current smoking, systolic blood pressure (SBP), proteinuria, prevalent diabetes mellitus, the ratio of total cholesterol to high-density lipoprotein cholesterol (TC/HDLC), interaction terms of age by SBP, and age by current smoking were retained as predictors for CHD. Sex was excluded in the stroke equation. We did not consider TC/HDLC as a risk factor for the stroke and CVD equations. The pooled C-indices for CHD, stroke, and CVD were 0.83, 0.80, and 0.81, respectively, and the corresponding p-values of the Hosmer-Lemeshow tests were 0.18, 0.003, and 0.25, respectively. Conclusions: Risk equations in the present study can adequately estimate the absolute 10-year risk of death from CHD, stroke, and CVD. Future work will evaluate the system as an education and risk communication tool for primary prevention of CHD and stroke.
引用
收藏
页码:816 / 825
页数:10
相关论文
共 45 条
[21]   Similarities and differences between coronary heart disease and stroke in the associations with cardiovascular risk factors: The Japan Collaborative Cohort Study [J].
Matsunaga, Masaaki ;
Yatsuya, Hiroshi ;
Iso, Hiroyasu ;
Yamashita, Kentaro ;
Li, Yuanying ;
Yamagishi, Kazumasa ;
Tanabe, Naohito ;
Wada, Yasuhiko ;
Wang, Chaochen ;
Ota, Atsuhiko ;
Tamakoshi, Koji ;
Tamakoshi, Akiko .
ATHEROSCLEROSIS, 2017, 261 :124-130
[22]   Association of estimated glomerular filtration rate and albuminuria with all-cause and cardiovascular mortality in general population cohorts: a collaborative meta-analysis [J].
Matsushita, Kunihiro ;
van der Velde, Marije ;
Astor, Brad C. ;
Woodward, Mark ;
Levey, Andrew S. ;
de Jong, Paul E. ;
Coresh, Josef ;
Gansevoort, Ron T. .
LANCET, 2010, 375 (9731) :2073-2081
[23]   Preventing heart disease in the 21st century implications of the pathobiological determinants of atherosclerosis in youth (PDAY) study [J].
McGill, Henry C., Jr. ;
McMahan, Alex ;
Gidding, Samuel S. .
CIRCULATION, 2008, 117 (09) :1216-1227
[24]   A multicenter study on the precision and accuracy of homogeneous assays for LDL-cholesterol: Comparison with a beta-quantification method using fresh serum obtained from non-diseased and diseased subjects [J].
Miida, Takashi ;
Nishimura, Kunihiro ;
Okamura, Tomonori ;
Hirayama, Satoshi ;
Ohmura, Hirotoshi ;
Yoshida, Hiroshi ;
Miyashita, Yoh ;
Ai, Masumi ;
Tanaka, Akira ;
Sumino, Hiroyuki ;
Murakami, Masami ;
Inoue, Ikuo ;
Kayamori, Yuzo ;
Nakamura, Masakazu ;
Nobori, Tsutomu ;
Miyazawa, Yukihisa ;
Teramoto, Tamio ;
Yokoyama, Shinji .
ATHEROSCLEROSIS, 2012, 225 (01) :208-215
[25]   Development of a Cardiovascular Disease Risk Prediction Model Using the Suita Study, a Population-Based Prospective Cohort Study in Japan [J].
Nakai, Michikazu ;
Watanabe, Makoto ;
Kokubo, Yoshihiro ;
Nishimura, Kunihiro ;
Higashiyama, Aya ;
Takegami, Misa ;
Nakao, Yoko M. ;
Okamura, Tomonori ;
Miyamoto, Yoshihiro .
JOURNAL OF ATHEROSCLEROSIS AND THROMBOSIS, 2020, 27 (11) :1160-1175
[26]   Predicting Coronary Heart Disease Using Risk Factor Categories for a Japanese Urban Population, and Comparison with the Framingham Risk Score: The Suita Study [J].
Nishimura, Kunihiro ;
Okamura, Tomonori ;
Watanabe, Makoto ;
Nakai, Michikazu ;
Takegami, Misa ;
Higashiyama, Aya ;
Kokubo, Yoshihiro ;
Okayama, Akira ;
Miyamoto, Yoshihiro .
JOURNAL OF ATHEROSCLEROSIS AND THROMBOSIS, 2014, 21 (08) :784-798
[27]   Global and regional effects of potentially modifiable risk factors associated with acute stroke in 32 countries (INTERSTROKE): a case-control study [J].
O'Donnell, Martin J. ;
Chin, Siu Lim ;
Rangarajan, Sumathy ;
Xavier, Denis ;
Liu, Lisheng ;
Zhang, Hongye ;
Rao-Melacini, Purnima ;
Zhang, Xiaohe ;
Pais, Prem ;
Agapay, Steven ;
Lopez-Jaramillo, Patricio ;
Damasceno, Albertino ;
Langhorne, Peter ;
McQueen, Matthew J. ;
Rosengren, Annika ;
Dehghan, Mahshid ;
Hankey, Graeme J. ;
Dans, Antonio L. ;
Elsayed, Ahmed ;
Avezum, Alvaro ;
Mondo, Charles ;
Diener, Hans-Christoph ;
Ryglewicz, Danuta ;
Czlonkowska, Anna ;
Pogosova, Nana ;
Weimar, Christian ;
Iqbal, Romaina ;
Diaz, Rafael ;
Yusoff, Khalid ;
Yusufali, Afzalhussein ;
Oguz, Aytekin ;
Wang, Xingyu ;
Penaherrera, Ernesto ;
Lanas, Fernando ;
Ogah, Okechukwu S. ;
Ogunniyi, Adesola ;
Iversen, Helle K. ;
Malaga, German ;
Rumboldt, Zvonko ;
Oveisgharan, Shahram ;
Al Hussain, Fawaz ;
Magazi, Daliwonga ;
Nilanont, Yongchai ;
Ferguson, John ;
Pare, Guillaume ;
Yusuf, Salim .
LANCET, 2016, 388 (10046) :761-775
[28]   Overall C as a measure of discrimination in survival analysis:: model specific population value and confidence interval estimation [J].
Pencina, MJ ;
D'Agostino, RB .
STATISTICS IN MEDICINE, 2004, 23 (13) :2109-2123
[29]  
Piepoli MF, 2017, G ITAL CARDIOL, V18, P547, DOI 10.1714/2729.27821
[30]   Relationship Between Serum Low-Density Lipoprotein Cholesterol and In-hospital Mortality Following Acute Myocardial Infarction (The Lipid Paradox) [J].
Reddy, Vanessa S. ;
Bui, Quang T. ;
Jacobs, Joan R. ;
Begelman, Susan M. ;
Miller, Dave P. ;
French, William J. .
AMERICAN JOURNAL OF CARDIOLOGY, 2015, 115 (05) :557-562