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Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations
The prevalence of type 2 diabetes is escalating rapidly in Asian countries, with the rapid increase likely attributable to a combination of genetic and lifestyle factors. Recent research suggests that common genetic risk variants contribute minimally to the rapidly rising prevalence. Rather, recent...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313591/ https://www.ncbi.nlm.nih.gov/pubmed/30544761 http://dx.doi.org/10.3390/ijerph15122813 |
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author | Abdullah, Noraidatulakma Abdul Murad, Nor Azian Attia, John Oldmeadow, Christopher Kamaruddin, Mohd Arman Abd Jalal, Nazihah Ismail, Norliza Jamal, Rahman Scott, Rodney J. Holliday, Elizabeth G. |
author_facet | Abdullah, Noraidatulakma Abdul Murad, Nor Azian Attia, John Oldmeadow, Christopher Kamaruddin, Mohd Arman Abd Jalal, Nazihah Ismail, Norliza Jamal, Rahman Scott, Rodney J. Holliday, Elizabeth G. |
author_sort | Abdullah, Noraidatulakma |
collection | PubMed |
description | The prevalence of type 2 diabetes is escalating rapidly in Asian countries, with the rapid increase likely attributable to a combination of genetic and lifestyle factors. Recent research suggests that common genetic risk variants contribute minimally to the rapidly rising prevalence. Rather, recent changes in dietary patterns and physical activity may be more important. This nested case-control study assessed the association and predictive utility of type 2 diabetes lifestyle risk factors in participants from Malaysia, an understudied Asian population with comparatively high disease prevalence. The study sample comprised 4077 participants from The Malaysian Cohort project and included sub-samples from the three major ancestral groups: Malay (n = 1323), Chinese (n = 1344) and Indian (n = 1410). Association of lifestyle factors with type 2 diabetes was assessed within and across ancestral groups using logistic regression. Predictive utility was quantified and compared between groups using the Area Under the Receiver-Operating Characteristic Curve (AUC). In predictive models including age, gender, waist-to-hip ratio, physical activity, location, family history of diabetes and average sleep duration, the AUC ranged from 0.76 to 0.85 across groups and was significantly higher in Chinese than Malays or Indians, likely reflecting anthropometric differences. This study suggests that obesity, advancing age, a family history of diabetes and living in a rural area are important drivers of the escalating prevalence of type 2 diabetes in Malaysia. |
format | Online Article Text |
id | pubmed-6313591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-63135912019-06-17 Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations Abdullah, Noraidatulakma Abdul Murad, Nor Azian Attia, John Oldmeadow, Christopher Kamaruddin, Mohd Arman Abd Jalal, Nazihah Ismail, Norliza Jamal, Rahman Scott, Rodney J. Holliday, Elizabeth G. Int J Environ Res Public Health Article The prevalence of type 2 diabetes is escalating rapidly in Asian countries, with the rapid increase likely attributable to a combination of genetic and lifestyle factors. Recent research suggests that common genetic risk variants contribute minimally to the rapidly rising prevalence. Rather, recent changes in dietary patterns and physical activity may be more important. This nested case-control study assessed the association and predictive utility of type 2 diabetes lifestyle risk factors in participants from Malaysia, an understudied Asian population with comparatively high disease prevalence. The study sample comprised 4077 participants from The Malaysian Cohort project and included sub-samples from the three major ancestral groups: Malay (n = 1323), Chinese (n = 1344) and Indian (n = 1410). Association of lifestyle factors with type 2 diabetes was assessed within and across ancestral groups using logistic regression. Predictive utility was quantified and compared between groups using the Area Under the Receiver-Operating Characteristic Curve (AUC). In predictive models including age, gender, waist-to-hip ratio, physical activity, location, family history of diabetes and average sleep duration, the AUC ranged from 0.76 to 0.85 across groups and was significantly higher in Chinese than Malays or Indians, likely reflecting anthropometric differences. This study suggests that obesity, advancing age, a family history of diabetes and living in a rural area are important drivers of the escalating prevalence of type 2 diabetes in Malaysia. MDPI 2018-12-10 2018-12 /pmc/articles/PMC6313591/ /pubmed/30544761 http://dx.doi.org/10.3390/ijerph15122813 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Abdullah, Noraidatulakma Abdul Murad, Nor Azian Attia, John Oldmeadow, Christopher Kamaruddin, Mohd Arman Abd Jalal, Nazihah Ismail, Norliza Jamal, Rahman Scott, Rodney J. Holliday, Elizabeth G. Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations |
title | Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations |
title_full | Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations |
title_fullStr | Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations |
title_full_unstemmed | Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations |
title_short | Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations |
title_sort | differing contributions of classical risk factors to type 2 diabetes in multi-ethnic malaysian populations |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313591/ https://www.ncbi.nlm.nih.gov/pubmed/30544761 http://dx.doi.org/10.3390/ijerph15122813 |
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