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Analysis of 32 common susceptibility genetic variants and their combined effect in predicting risk of Type 2 diabetes and related traits in Indians.
- Source :
-
Diabetic medicine : a journal of the British Diabetic Association [Diabet Med] 2012 Jan; Vol. 29 (1), pp. 121-7. - Publication Year :
- 2012
-
Abstract
- Aims: Recent genome-wide association studies have identified several Type 2 diabetes-related loci. We investigated the effect of susceptibility genetic variants, individually, together and in combination with conventional risk factors, on Type 2 diabetes and diabetes-related traits in Indians.<br />Methods: We genotyped 33 variants in 1808 Indian patients and 1549 control subjects and performed association analyses with Type 2 diabetes and related traits using an additive model for individual variant and for genetic risk score based on 32 polymorphisms. The discriminatory value of genetic risk over conventional risk factors was analysed using receiver-operating characteristics curve analysis.<br />Results: The allelic odds ratio ranged from 1.01 (95% CI 0.85-1.19) to 1.66 (95% CI 1.32-2.01) for single-variant analyses. Although, only 16 variants had significant odds ratios, the direction of association for others was similar to earlier reports. The odds ratio for Type 2 diabetes at each genetic risk score point was 1.11 (95% CI 1.09-1.14; P = 5.6 × 10(-17)) and individuals with extremes of genetic risk score (≥ 29.0 and ≤ 17.0) had a 7.5-fold difference in risk of Type 2 diabetes. The discrimination rate between control subjects and patients improved marginally on addition of genetic risk score to conventional risk factors (area under curve = 0.959 and 0.963, respectively; P = 0.001). Of all the quantitative traits analysed, MC4R variants showed strong association with BMI (P = 4.1 × 10(-4)), fat mass per cent (P = 2.4 × 10(-4)) and other obesity-related traits, including waist circumference and hip circumference (P = 2.0 × 10(-3) for both), as well as insulin resistance (P =0.02).<br />Conclusions: We replicated the association of well-established common variants with Type 2 diabetes in Indians and observed a similar association as reported in Western populations. Combined analysis of 32 variants aids identification of subgroups at increased risk of Type 2 diabetes, but adds only a minor advantage over conventional risk factors.<br /> (© 2011 The Authors. Diabetic Medicine © 2011 Diabetes UK.)
- Subjects :
- Adult
Body Mass Index
Case-Control Studies
Diabetes Mellitus, Type 2 blood
Diabetes Mellitus, Type 2 epidemiology
Female
Genetic Predisposition to Disease
Genetic Variation
Genome-Wide Association Study
Humans
India epidemiology
Lipids blood
Male
Middle Aged
Odds Ratio
Predictive Value of Tests
ROC Curve
Risk Factors
Diabetes Mellitus, Type 2 genetics
Lipids genetics
Polymorphism, Single Nucleotide
Waist Circumference genetics
White People genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1464-5491
- Volume :
- 29
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Diabetic medicine : a journal of the British Diabetic Association
- Publication Type :
- Academic Journal
- Accession number :
- 21913964
- Full Text :
- https://doi.org/10.1111/j.1464-5491.2011.03438.x