- Title
- Differing contributions of classical risk factors to type 2 diabetes in multi-ethnic Malaysian populations
- Creator
- Abdullah, Noraidatulakma; Murad, Nor Azian Abdul; Attia, John; Oldmeadow, Christopher; Kamaruddin, Mohd Arman; Jalal, Nazihah Abd; Ismail, Norliza; Jamal, Rahman; Scott, Rodney J.; Holliday, Elizabeth G.
- Relation
- International Journal of Environmental Research and Public Health Vol. 15, Issue 12, no. 2813
- Publisher Link
- http://dx.doi.org/10.3390/ijerph15122813
- Publisher
- MDPI AG
- Resource Type
- journal article
- Date
- 2018
- 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.
- Subject
- type 2 diabetes; Asian populations; risk factor; genetic; rural; Malaysia
- Identifier
- http://hdl.handle.net/1959.13/1401518
- Identifier
- uon:34918
- Identifier
- ISSN:1661-7827
- Rights
- © 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/).
- Language
- eng
- Full Text
- Reviewed
- Hits: 14531
- Visitors: 14242
- Downloads: 502
Collections
Goal 3: Good Health and Well-Being
| Thumbnail | File | Description | Size | Format | |||
|---|---|---|---|---|---|---|---|
| View Details Download | ATTACHMENT02 | Publisher version (open access) | 486 KB | Adobe Acrobat PDF | View Details Download |