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- Title
Stratifying type 2 diabetes cases by BMI identifies genetic risk variants in LAMA1 and enrichment for risk variants in lean compared to obese cases.
- Authors
Perry, John R B; Voight, Benjamin F; Yengo, Loïc; Amin, Najaf; Dupuis, Josée; Ganser, Martha; Grallert, Harald; Navarro, Pau; Li, Man; Qi, Lu; Steinthorsdottir, Valgerdur; Scott, Robert A; Almgren, Peter; Arking, Dan E; Aulchenko, Yurii; Balkau, Beverley; Benediktsson, Rafn; Bergman, Richard N; Boerwinkle, Eric; Bonnycastle, Lori; Burtt, Noël P; Campbell, Harry; Charpentier, Guillaume; Collins, Francis S; Gieger, Christian; Green, Todd; Hadjadj, Samy; Hattersley, Andrew T; Herder, Christian; Hofman, Albert; Johnson, Andrew D; Kottgen, Anna; Kraft, Peter; Labrune, Yann; Langenberg, Claudia; Manning, Alisa K; Mohlke, Karen L; Morris, Andrew P; Oostra, Ben; Pankow, James; Petersen, Ann-Kristin; Pramstaller, Peter P; Prokopenko, Inga; Rathmann, Wolfgang; Rayner, William; Roden, Michael; Rudan, Igor; Rybin, Denis; Scott, Laura J; Sigurdsson, Gunnar; Sladek, Rob; Thorleifsson, Gudmar; Thorsteinsdottir, Unnur; Tuomilehto, Jaakko; Uitterlinden, Andre G; Vivequin, Sidonie; Weedon, Michael N; Wright, Alan F; Hu, Frank B; Illig, Thomas; Kao, Linda; Meigs, James B; Wilson, James F; Stefansson, Kari; van Duijn, Cornelia; Altschuler, David; Morris, Andrew D; Boehnke, Michael; McCarthy, Mark I; Froguel, Philippe; Palmer, Colin N A; Wareham, Nicholas J; Groop, Leif; Frayling, Timothy M; Cauchi, Stéphane; MAGIC; DIAGRAM Consortium; GIANT Consortium
- Abstract
Common diseases such as type 2 diabetes are phenotypically heterogeneous. Obesity is a major risk factor for type 2 diabetes, but patients vary appreciably in body mass index. We hypothesized that the genetic predisposition to the disease may be different in lean (BMI<25 Kg/m²) compared to obese cases (BMI≥30 Kg/m²). We performed two case-control genome-wide studies using two accepted cut-offs for defining individuals as overweight or obese. We used 2,112 lean type 2 diabetes cases (BMI<25 kg/m²) or 4,123 obese cases (BMI≥30 kg/m²), and 54,412 un-stratified controls. Replication was performed in 2,881 lean cases or 8,702 obese cases, and 18,957 un-stratified controls. To assess the effects of known signals, we tested the individual and combined effects of SNPs representing 36 type 2 diabetes loci. After combining data from discovery and replication datasets, we identified two signals not previously reported in Europeans. A variant (rs8090011) in the LAMA1 gene was associated with type 2 diabetes in lean cases (P = 8.4×10⁻⁹, OR = 1.13 [95% CI 1.09-1.18]), and this association was stronger than that in obese cases (P = 0.04, OR = 1.03 [95% CI 1.00-1.06]). A variant in HMG20A--previously identified in South Asians but not Europeans--was associated with type 2 diabetes in obese cases (P = 1.3×10⁻⁸, OR = 1.11 [95% CI 1.07-1.15]), although this association was not significantly stronger than that in lean cases (P = 0.02, OR = 1.09 [95% CI 1.02-1.17]). For 36 known type 2 diabetes loci, 29 had a larger odds ratio in the lean compared to obese (binomial P = 0.0002). In the lean analysis, we observed a weighted per-risk allele OR = 1.13 [95% CI 1.10-1.17], P = 3.2×10⁻¹⁴. This was larger than the same model fitted in the obese analysis where the OR = 1.06 [95% CI 1.05-1.08], P = 2.2×10⁻¹⁶. This study provides evidence that stratification of type 2 diabetes cases by BMI may help identify additional risk variants and that lean cases may have a stronger genetic predisposition to type 2 diabetes.
- Publication
PLoS genetics, 2012, Vol 8, Issue 5, pe1002741
- ISSN
1553-7404
- Publication type
Journal Article
- DOI
10.1371/journal.pgen.1002741