Differing Contributions of Classical Risk Factors to Type 2 Diabetes in Multi-Ethnic Malaysian Populations

被引:14
作者
Abdullah, Noraidatulakma [1 ,2 ]
Murad, Nor Azian Abdul [2 ]
Attia, John [3 ,4 ]
Oldmeadow, Christopher [3 ,4 ]
Kamaruddin, Mohd Arman [2 ]
Abd Jalal, Nazihah [2 ]
Ismail, Norliza [2 ]
Jamal, Rahman [2 ]
Scott, Rodney J. [1 ,5 ]
Holliday, Elizabeth G. [4 ]
机构
[1] Univ Newcastle, Fac Hlth & Med, Sch Biomed Sci & Pharm, Newcastle, NSW 2308, Australia
[2] Univ Kebangsaan Malaysia, UKM Med Mol Biol Inst UMBI, Kuala Lumpur 56000, Malaysia
[3] Hunter Med Res Inst, Clin Res Design IT & Stat Support CReDITSS Unit, Newcastle, NSW 2305, Australia
[4] Univ Newcastle, Fac Hlth & Med, Sch Med & Publ Hlth, Ctr Clin Epidemiol & Biostat, Newcastle, NSW 2308, Australia
[5] John Hunter Hosp, Hunter Area Pathol Serv, Newcastle, NSW 2305, Australia
关键词
type; 2; diabetes; Asian populations; risk factor; genetic; rural; Malaysia; PHYSICAL-ACTIVITY; DNA METHYLATION; SLEEP DURATION; MULTIPLE IMPUTATION; INSULIN-RESISTANCE; METABOLIC SYNDROME; SKELETAL-MUSCLE; ADIPOSE-TISSUE; FAMILY-HISTORY; LIFE-STYLE;
D O I
10.3390/ijerph15122813
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页数:15
相关论文
共 73 条
[1]   Characterizing the genetic risk for Type 2 diabetes in a Malaysian multi-ethnic cohort [J].
Abdullah, N. ;
Murad, N. A. Abdul ;
Attia, J. ;
Oldmeadow, C. ;
Haniff, E. A. Mohd ;
Syafruddin, S. E. ;
Abd Jalal, N. ;
Ismail, N. ;
Ishak, M. ;
Jamal, R. ;
Scott, R. J. ;
Holliday, E. G. .
DIABETIC MEDICINE, 2015, 32 (10) :1377-1384
[2]   The Architecture of Risk for Type 2 Diabetes: Understanding Asia in the Context of Global Findings [J].
Abdullah, Noraidatulakma ;
Attia, John ;
Oldmeadow, Christopher ;
Scott, Rodney J. ;
Holliday, Elizabeth G. .
INTERNATIONAL JOURNAL OF ENDOCRINOLOGY, 2014, 2014
[3]   International Diabetes Federation: a consensus on Type 2 diabetes prevention [J].
Alberti, K. G. M. M. ;
Zimmet, P. ;
Shaw, J. .
DIABETIC MEDICINE, 2007, 24 (05) :451-463
[4]   Risk of Diabetes in Subjects with Sedentary Profession and the Synergistic Effect of Positive Family History of Diabetes [J].
Aravindalochanan, Vigneswari ;
Kumpatla, Satyavani ;
Rengarajan, Manikandan ;
Rajan, Rajeswari ;
Viswanathan, Vijay .
DIABETES TECHNOLOGY & THERAPEUTICS, 2014, 16 (01) :26-32
[5]   PORTAL ADIPOSE-TISSUE AS A GENERATOR OF RISK-FACTORS FOR CARDIOVASCULAR-DISEASE AND DIABETES [J].
BJORNTORP, P .
ARTERIOSCLEROSIS, 1990, 10 (04) :493-496
[6]   METABOLIC IMPLICATIONS OF BODY-FAT DISTRIBUTION [J].
BJORNTORP, P .
DIABETES CARE, 1991, 14 (12) :1132-1143
[7]   Shared genetic influence of BMI, physical activity and type 2 diabetes: a twin study [J].
Carlsson, S. ;
Ahlbom, A. ;
Lichtenstein, P. ;
Andersson, T. .
DIABETOLOGIA, 2013, 56 (05) :1031-1035
[8]   Epigenome-wide association of DNA methylation markers in peripheral blood from Indian Asians and Europeans with incident type 2 diabetes: a nested case-control study [J].
Chambers, John C. ;
Loh, Marie ;
Lehne, Benjamin ;
Drong, Alexander ;
Kriebel, Jennifer ;
Motta, Valeria ;
Wahl, Simone ;
Elliott, Hannah R. ;
Rota, Federica ;
Scott, William R. ;
Zhang, Weihua ;
Tan, Sian-Tsung ;
Campanella, Gianluca ;
Chadeau-Hyam, Marc ;
Yengo, Loic ;
Richmond, Rebecca C. ;
Adamowicz-Brice, Martyna ;
Afzal, Uzma ;
Bozaoglu, Kiymet ;
Mok, Zuan Yu ;
Ng, Hong Kiat ;
Pattou, Francois ;
Prokisch, Holger ;
Rozario, Michelle Ann ;
Tarantini, Letizia ;
Abbott, James ;
Ala-Korpela, Mika ;
Albetti, Benedetta ;
Ammerpohl, Ole ;
Bertazzi, Pier Alberto ;
Blancher, Christine ;
Caiazzo, Robert ;
Danesh, John ;
Gaunt, Tom R. ;
de Lusignan, Simon ;
Gieger, Christian ;
Illig, Thomas ;
Jha, Sujeet ;
Jones, Simon ;
Jowett, Jeremy ;
Kangas, Antti J. ;
Kasturiratne, Anuradhani ;
Kato, Norihiro ;
Kotea, Navaratnam ;
Kowlessur, Sudhir ;
Pitkaeniemi, Janne ;
Punjabi, Prakash ;
Saleheen, Danish ;
Schafmayer, Clemens ;
Soininen, Pasi .
LANCET DIABETES & ENDOCRINOLOGY, 2015, 3 (07) :526-534
[9]   Diabetes in Asia Epidemiology, Risk Factors, and Pathophysiology [J].
Chan, Juliana C. N. ;
Malik, Vasanti ;
Jia, Weiping ;
Kadowaki, Takashi ;
Yajnik, Chittaranjan S. ;
Yoon, Kun-Ho ;
Hu, Frank B. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2009, 301 (20) :2129-2140
[10]   Impact of Family History of Diabetes on β-Cell Function and Insulin Resistance Among Chinese with Normal Glucose Tolerance [J].
Chen, Gang ;
Li, Meizhi ;
Xu, Yuan ;
Chen, Nianhui ;
Huang, Huibin ;
Liang, Jixing ;
Li, Liantao ;
Wen, Junping ;
Lin, Lixiang ;
Yao, Jin .
DIABETES TECHNOLOGY & THERAPEUTICS, 2012, 14 (06) :463-468