Body Mass Index and Diabetes in Asia: A Cross-Sectional Pooled Analysis of 900,000 Individuals in the Asia Cohort Consortium
Creators
- Boffetta, Paolo1
- McLerran, Dale2
- Chen, Yu3
- Inoue, Manami4
- Sinha, Rashmi5
- He, Jiang6
- Gupta, Prakash Chandra7
- Tsugane, Shoichiro4
- Irie, Fujiko8
- Tamakoshi, Akiko9
- Gao, Yu-Tang10
- Shu, Xiao-Ou11
- Wang, Renwei12
- Tsuji, Ichiro13
- Kuriyama, Shinichi13
- Matsuo, Keitaro14
- Satoh, Hiroshi13
- Chen, Chien-Jen15
- Yuan, Jian-Min12
- Yoo, Keun-Young16
- Ahsan, Habibul17
- 1. Mount Sinai School of Medicine
- 2. Fred Hutchinson Cancer Research Center
- 3. New York University
- 4. National Cancer Center
- 5. National Cancer Institute
- 6. Tulane University
- 7. Healis-Sekhsaria Institute for Public Health
- 8. Ibaraki Prefectural Government
- 9. Aichi Medical University
- 10. Shanghai Cancer Institute
- 11. Vanderbilt University
- 12. University of Minnesota
- 13. Tohoku University
- 14. Aichi Cancer Center Research Institute
- 15. National Taiwan University
- 16. Seoul National University
- 17. University of Chicago
Description
Background: The occurrence of diabetes has greatly increased in low- and middle-income countries, particularly in Asia, as has the prevalence of overweight and obesity; in European-derived populations, overweight and obesity are established causes of diabetes. The shape of the association of overweight and obesity with diabetes risk and its overall impact have not been adequately studied in Asia.
Methods and Findings: A pooled cross-sectional analysis was conducted to evaluate the association between baseline body mass index (BMI, measured as weight in kg divided by the square of height in m) and self-reported diabetes status in over 900,000 individuals recruited in 18 cohorts from Bangladesh, China, India, Japan, Korea, Singapore and Taiwan. Logistic regression models were fitted to calculate cohort-specific odds ratios (OR) of diabetes for categories of increasing BMI, after adjustment for potential confounding factors. OR were pooled across cohorts using a random-effects meta-analysis. The sex- and age-adjusted prevalence of diabetes was 4.3% in the overall population, ranging from 0.5% to 8.2% across participating cohorts. Using the category 22.5–24.9 Kg/m2 as reference, the OR for diabetes spanned from 0.58 (95% confidence interval [CI] 0.31, 0.76) for BMI lower than 15.0 kg/m2 to 2.23 (95% CI 1.86, 2.67) for BMI higher than 34.9 kg/m2. The positive association between BMI and diabetes prevalence was present in all cohorts and in all subgroups of the study population, although the association was stronger in individuals below age 50 at baseline (p-value of interaction<0.001), in cohorts from India and Bangladesh (p<0.001), in individuals with low education (p-value 0.02), and in smokers (p-value 0.03); no differences were observed by gender, urban residence, or alcohol drinking.
Conclusions: This study estimated the shape and the strength of the association between BMI and prevalence of diabetes in Asian populations and identified patterns of the association by age, country, and other risk factors for diabetes.
Notes
Files
journal.pone.0019930.pdf
Files
(533.6 kB)
| Name | Size | Download all |
|---|---|---|
|
Article md5:6196330a487e6346a32a05e515e00159 |
419.9 kB | Preview Download |
|
Supporting information md5:22341d345dde11f99e8448dfbeb54170 |
113.7 kB | Preview Download |
Additional details
Funding
- Aichi Cancer Center
- Miyagi Prefectural Hospital Organization
- Grant in-aid for Cancer Research
- Miyagi Prefectural Hospital Organization
- Grant for the Third Term Comprehensive Control Research for Cancer
- Miyagi Prefectural Hospital Organization
- Grant for Health Services
- Miyagi Prefectural Hospital Organization
- Grant for Medical Services for Aged and Health Promotion
- Ministry of Health Labour and Welfare
- Grant for Comprehensive Research on Cardiovascular and Life-Style Related Diseases
- Ministry of Education, Culture, Sports, Science and Technology
- Grant for the Scientific Research
- American Heart Association
- China National Hypertension Survey Epidemiology Follow-up Study
- National Heart Lung and Blood Institute
- U01 HL072507
- National Institutes for Health
- Chinese Academy of Medical Sciences Shanghai Cohort Study
- National Institutes for Health
- Chinese Academy of Medical Sciences Shanghai Cohort Study
- National Institutes for Health
- Shanghai Men's Health Study
- National Institutes for Health
- Shanghai Women's Health Study
- National Science Council and Department of Health, Taiwan
- The Community-Based Cancer Screening Project
- Department of Health, Taiwan
- Disease risk FACtor Two-township Study
- Department of Health
- Disease risk FACtor Two-township Study
- Department of Health
- Disease risk FACtor Two-township Study
- Department of Health
- Disease risk FACtor Two-township Study
- Department of Health, Taiwan
- Disease risk FACtor Two-township Study
- Ministry of Education
- The Korea Multi-center Cancer Cohort
- National Research Foundation of Korea
- 2009-0087452
- National Institutes of Health
- The Singapore Chinese Health Study
- National Institutes of Health
- The Singapore Chinese Health Study
- National Institutes of Health
- The Singapore Chinese Health Study
- National Institutes of Health
- The Singapore Chinese Health Study
- National Institutes of Health
- Health Effects of Arsenic Longitudinal Study
- National Institutes of Health
- Health Effects of Arsenic Longitudinal Study
- National Institutes of Health
- Health Effects of Arsenic Longitudinal Study
- International Agency for Research on Cancer, Lyon, France
- The Mumbai Cohort Study
- Oxford University Clinical Research Unit
- World Health Organization