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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Japan Atherosclerosis Society
2021
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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. |
format | Online Article Text |
id | pubmed-8326173 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Japan Atherosclerosis Society |
record_format | MEDLINE/PubMed |
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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