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

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 de...

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Autores principales: Li, Yuanying, Yatsuya, Hiroshi, Tanaka, Sachiko, Iso, Hiroyasu, Okayama, Akira, Tsuji, Ichiro, Sakata, Kiyomi, Miyamoto, Yoshihiro, Ueshima, Hirotsugu, Miura, Katsuyuki, Murakami, Yoshitaka, Okamura, Tomonori
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Japan Atherosclerosis Society 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8326173/
https://www.ncbi.nlm.nih.gov/pubmed/33041313
http://dx.doi.org/10.5551/jat.58958
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author Li, Yuanying
Yatsuya, Hiroshi
Tanaka, Sachiko
Iso, Hiroyasu
Okayama, Akira
Tsuji, Ichiro
Sakata, Kiyomi
Miyamoto, Yoshihiro
Ueshima, Hirotsugu
Miura, Katsuyuki
Murakami, Yoshitaka
Okamura, Tomonori
author_facet Li, Yuanying
Yatsuya, Hiroshi
Tanaka, Sachiko
Iso, Hiroyasu
Okayama, Akira
Tsuji, Ichiro
Sakata, Kiyomi
Miyamoto, Yoshihiro
Ueshima, Hirotsugu
Miura, Katsuyuki
Murakami, Yoshitaka
Okamura, Tomonori
author_sort Li, Yuanying
collection PubMed
description 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.
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spelling pubmed-83261732021-08-13 Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN Li, Yuanying Yatsuya, Hiroshi Tanaka, Sachiko Iso, Hiroyasu Okayama, Akira Tsuji, Ichiro Sakata, Kiyomi Miyamoto, Yoshihiro Ueshima, Hirotsugu Miura, Katsuyuki Murakami, Yoshitaka Okamura, Tomonori J Atheroscler Thromb Original Article 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. Japan Atherosclerosis Society 2021-08-01 2020-10-10 /pmc/articles/PMC8326173/ /pubmed/33041313 http://dx.doi.org/10.5551/jat.58958 Text en 2021 Japan Atherosclerosis Society https://creativecommons.org/licenses/by-nc-sa/4.0/This article is distributed under the terms of the latest version of CC BY-NC-SA defined by the Creative Commons Attribution License.http://creativecommons.org/licenses/by-nc-sa/4.0/ (https://creativecommons.org/licenses/by-nc-sa/4.0/)
spellingShingle Original Article
Li, Yuanying
Yatsuya, Hiroshi
Tanaka, Sachiko
Iso, Hiroyasu
Okayama, Akira
Tsuji, Ichiro
Sakata, Kiyomi
Miyamoto, Yoshihiro
Ueshima, Hirotsugu
Miura, Katsuyuki
Murakami, Yoshitaka
Okamura, Tomonori
Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN
title Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN
title_full Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN
title_fullStr Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN
title_full_unstemmed Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN
title_short Estimation of 10-Year Risk of Death from Coronary Heart Disease, Stroke, and Cardiovascular Disease in a Pooled Analysis of Japanese Cohorts: EPOCH-JAPAN
title_sort estimation of 10-year risk of death from coronary heart disease, stroke, and cardiovascular disease in a pooled analysis of japanese cohorts: epoch-japan
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8326173/
https://www.ncbi.nlm.nih.gov/pubmed/33041313
http://dx.doi.org/10.5551/jat.58958
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