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Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting
AIMS/INTRODUCTION: To assess the feasibility, convergent validity and sensitivity of four cardiovascular risk prediction functions in Chinese diabetic patients in the primary care setting. MATERIALS AND METHODS: A cross‐sectional study of 1,140 diabetic patients was carried out to compare four cardi...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Wiley-Blackwell
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4188120/ https://www.ncbi.nlm.nih.gov/pubmed/25411630 http://dx.doi.org/10.1111/jdi.12188 |
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author | Jiao, Fang Fang Lam, Cindy Lo Kuen Fung, Colman McGhee, Sarah Morag |
author_facet | Jiao, Fang Fang Lam, Cindy Lo Kuen Fung, Colman McGhee, Sarah Morag |
author_sort | Jiao, Fang Fang |
collection | PubMed |
description | AIMS/INTRODUCTION: To assess the feasibility, convergent validity and sensitivity of four cardiovascular risk prediction functions in Chinese diabetic patients in the primary care setting. MATERIALS AND METHODS: A cross‐sectional study of 1,140 diabetic patients was carried out to compare four cardiovascular risk functions, which were respectively developed from the Framingham heart study, the USA–People's Republic of China Collaborative Study of Cardiovascular and Cardiopulmonary Epidemiology cohort (PRC), the United Kingdom Prospective Diabetes Study (UKPDS) and the Joint Asia Diabetes Evaluation program (JADE). Feasibility was assessed by the percentage of patients with complete data for risk prediction. Convergent validity was measured by Spearman's rank correlation, paired Wilcoxon signed‐rank sum test and Bland–Altman plots. Effect size differences between clinical risk groups were used to assess the sensitivity. RESULTS: Risk prediction was feasible by the Framingham, UKPDS and PRC risk functions in more than 98% patients, whereas just 74% of patients had complete data for the JADE function. The annual total coronary heart disease (CHD) risk predicted by the JADE and the UKPDS functions showed excellent agreement with no significant difference, and a correlation of 0.8048. The Framingham and the PRC functions predicted significantly lower CHD risk than those by the UKPDS and the JADE functions. The UKPDS and the Framingham functions were more sensitive in differentiating clinical risk groups. CONCLUSIONS: The UKPDS risk engine showed good feasibility, convergent validity and sensitivity in predicting CHD risk in Chinese diabetic patients. The JADE function showed excellent agreement with the UKPDS risk engine, but it was less feasible in the primary care setting. |
format | Online Article Text |
id | pubmed-4188120 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Wiley-Blackwell |
record_format | MEDLINE/PubMed |
spelling | pubmed-41881202014-11-19 Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting Jiao, Fang Fang Lam, Cindy Lo Kuen Fung, Colman McGhee, Sarah Morag J Diabetes Investig Articles AIMS/INTRODUCTION: To assess the feasibility, convergent validity and sensitivity of four cardiovascular risk prediction functions in Chinese diabetic patients in the primary care setting. MATERIALS AND METHODS: A cross‐sectional study of 1,140 diabetic patients was carried out to compare four cardiovascular risk functions, which were respectively developed from the Framingham heart study, the USA–People's Republic of China Collaborative Study of Cardiovascular and Cardiopulmonary Epidemiology cohort (PRC), the United Kingdom Prospective Diabetes Study (UKPDS) and the Joint Asia Diabetes Evaluation program (JADE). Feasibility was assessed by the percentage of patients with complete data for risk prediction. Convergent validity was measured by Spearman's rank correlation, paired Wilcoxon signed‐rank sum test and Bland–Altman plots. Effect size differences between clinical risk groups were used to assess the sensitivity. RESULTS: Risk prediction was feasible by the Framingham, UKPDS and PRC risk functions in more than 98% patients, whereas just 74% of patients had complete data for the JADE function. The annual total coronary heart disease (CHD) risk predicted by the JADE and the UKPDS functions showed excellent agreement with no significant difference, and a correlation of 0.8048. The Framingham and the PRC functions predicted significantly lower CHD risk than those by the UKPDS and the JADE functions. The UKPDS and the Framingham functions were more sensitive in differentiating clinical risk groups. CONCLUSIONS: The UKPDS risk engine showed good feasibility, convergent validity and sensitivity in predicting CHD risk in Chinese diabetic patients. The JADE function showed excellent agreement with the UKPDS risk engine, but it was less feasible in the primary care setting. Wiley-Blackwell 2014-02-11 2014-09 /pmc/articles/PMC4188120/ /pubmed/25411630 http://dx.doi.org/10.1111/jdi.12188 Text en © 2014 The Authors. Journal of Diabetes Investigation published by Asian Association of the Study of Diabetes (AASD) and Wiley Publishing Asia Pty Ltd This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial (http://creativecommons.org/licenses/by-nc/3.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Articles Jiao, Fang Fang Lam, Cindy Lo Kuen Fung, Colman McGhee, Sarah Morag Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting |
title | Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting |
title_full | Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting |
title_fullStr | Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting |
title_full_unstemmed | Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting |
title_short | Comparison of four cardiovascular risk prediction functions among Chinese patients with diabetes mellitus in the primary care setting |
title_sort | comparison of four cardiovascular risk prediction functions among chinese patients with diabetes mellitus in the primary care setting |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4188120/ https://www.ncbi.nlm.nih.gov/pubmed/25411630 http://dx.doi.org/10.1111/jdi.12188 |
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