Skip to main content
Top
Published in: BMC Medical Genetics 1/2013

Open Access 01-12-2013 | Research article

The TCF7L2 rs7903146 (T) allele is associated with type 2 diabetes in urban Ghana: a hospital-based case–control study

Authors: Ina Danquah, Till Othmer, Laura K Frank, George Bedu-Addo, Matthias B Schulze, Frank P Mockenhaupt

Published in: BMC Medical Genetics | Issue 1/2013

Login to get access

Abstract

Background

Type 2 diabetes mellitus is increasing dramatically in sub-Saharan Africa, and genetic predisposition is likely involved in that. Yet, genetic variants known to confer increased susceptibility among Caucasians are far from being established in African populations. In Ghanaian adults, we examined associations of several of these polymorphisms with type 2 diabetes.

Methods

A hospital-based case–control study on type 2 diabetes (and hypertension) was conducted in Kumasi, Ghana. TCF7L2 rs7903146, KCNJ11 rs5219, PPARγ rs1801282 and CAPN10 rs3842570, rs3792267, and rs5030952 were typed and associations with type 2 diabetes and phenotypic traits examined.

Results

675 patients with type 2 diabetes and 377 controls were compared. The minor allele frequency of the TCF7L2 (T) allele was 0.33. In the multivariate model, this allele increased the risk of type 2 diabetes by 39% (95% confidence interval (CI), 1.07-1.81; p = 0.014). The minor alleles KCNJ11 (G) and PPARγ (G) were practically absent (each, 0.001). Minor allele frequencies of CAPN10 were for -43 (A) 0.11 and for -63 (C) 0.46. These variants showed no significant associations with type 2 diabetes. Two CAPN10 haplotypes tended to protect against type 2 diabetes: 211 (aOR, 0.32; 95% CI, 0.03-1.92; p = 0.31) and 221 (aOR, 0.73; 95% CI, 0.48-1.10; p = 0.13).

Conclusions

In urban Ghana, the frequency of the TCF7L2 rs7903146 (T) allele is comparable to the one in Caucasians; the association with type 2 diabetes is slightly weaker. The risk allele KCNJ11 (G) and the protective allele PPARγ (G) are virtually absent. The potential influence of comparatively rare CAPN10 haplotypes on type 2 diabetes risk in this population requires further evaluation. Large-scale genetic studies among native Africans aiming at fine-mapping the candidate genes are needed to identify the actual factors involved in their increased susceptibility to type 2 diabetes.
Appendix
Available only for authorised users
Literature
1.
go back to reference Mathers CD, Boerma T, Ma Fat D: Global and regional causes of death. Br Med Bull. 2009, 92: 7-32. 10.1093/bmb/ldp028.CrossRefPubMed Mathers CD, Boerma T, Ma Fat D: Global and regional causes of death. Br Med Bull. 2009, 92: 7-32. 10.1093/bmb/ldp028.CrossRefPubMed
2.
go back to reference International Diabetes Federation: Diabetes Atlas. 2011, Brussels: International Diabetes Federation, 5 International Diabetes Federation: Diabetes Atlas. 2011, Brussels: International Diabetes Federation, 5
3.
go back to reference Karter AJ, Ferrara A, Liu JY, Moffet HH, Ackerson LM, Selby JV: Ethnic disparities in diabetic complications in an insured population. Jama. 2002, 287 (19): 2519-2527. 10.1001/jama.287.19.2519.CrossRefPubMed Karter AJ, Ferrara A, Liu JY, Moffet HH, Ackerson LM, Selby JV: Ethnic disparities in diabetic complications in an insured population. Jama. 2002, 287 (19): 2519-2527. 10.1001/jama.287.19.2519.CrossRefPubMed
4.
go back to reference Staiger H, Machicao F, Fritsche A, Haring HU: Pathomechanisms of type 2 diabetes genes. Endocr Rev. 2009, 30 (6): 557-585. 10.1210/er.2009-0017.CrossRefPubMed Staiger H, Machicao F, Fritsche A, Haring HU: Pathomechanisms of type 2 diabetes genes. Endocr Rev. 2009, 30 (6): 557-585. 10.1210/er.2009-0017.CrossRefPubMed
5.
go back to reference Voight BF, Scott LJ, Steinthorsdottir V, Morris AP, Dina C, Welch RP, Zeggini E, Huth C, Aulchenko YS, Thorleifsson G, et al: Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis. Nat Genet. 2010, 42 (7): 579-589. 10.1038/ng.609.CrossRefPubMedPubMedCentral Voight BF, Scott LJ, Steinthorsdottir V, Morris AP, Dina C, Welch RP, Zeggini E, Huth C, Aulchenko YS, Thorleifsson G, et al: Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis. Nat Genet. 2010, 42 (7): 579-589. 10.1038/ng.609.CrossRefPubMedPubMedCentral
6.
go back to reference Dupuis J, Langenberg C, Prokopenko I, Saxena R, Soranzo N, Jackson AU, Wheeler E, Glazer NL, Bouatia-Naji N, Gloyn AL, et al: New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk. Nat Genet. 2010, 42 (2): 105-116. 10.1038/ng.520.CrossRefPubMedPubMedCentral Dupuis J, Langenberg C, Prokopenko I, Saxena R, Soranzo N, Jackson AU, Wheeler E, Glazer NL, Bouatia-Naji N, Gloyn AL, et al: New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk. Nat Genet. 2010, 42 (2): 105-116. 10.1038/ng.520.CrossRefPubMedPubMedCentral
7.
go back to reference Weedon MN, McCarthy MI, Hitman G, Walker M, Groves CJ, Zeggini E, Rayner NW, Shields B, Owen KR, Hattersley AT, et al: Combining information from common type 2 diabetes risk polymorphisms improves disease prediction. PLoS Med. 2006, 3 (10): e374-10.1371/journal.pmed.0030374.CrossRefPubMedPubMedCentral Weedon MN, McCarthy MI, Hitman G, Walker M, Groves CJ, Zeggini E, Rayner NW, Shields B, Owen KR, Hattersley AT, et al: Combining information from common type 2 diabetes risk polymorphisms improves disease prediction. PLoS Med. 2006, 3 (10): e374-10.1371/journal.pmed.0030374.CrossRefPubMedPubMedCentral
8.
go back to reference Saxena R, Elbers CC, Guo Y, Peter I, Gaunt TR, Mega JL, Lanktree MB, Tare A, Castillo BA, Li YR, et al: Large-scale gene-centric meta-analysis across 39 studies identifies type 2 diabetes loci. Am J Hum Genet. 2012, 90 (3): 410-425. 10.1016/j.ajhg.2011.12.022.CrossRefPubMedPubMedCentral Saxena R, Elbers CC, Guo Y, Peter I, Gaunt TR, Mega JL, Lanktree MB, Tare A, Castillo BA, Li YR, et al: Large-scale gene-centric meta-analysis across 39 studies identifies type 2 diabetes loci. Am J Hum Genet. 2012, 90 (3): 410-425. 10.1016/j.ajhg.2011.12.022.CrossRefPubMedPubMedCentral
9.
go back to reference Helgason A, Palsson S, Thorleifsson G, Grant SF, Emilsson V, Gunnarsdottir S, Adeyemo A, Chen Y, Chen G, Reynisdottir I, et al: Refining the impact of TCF7L2 gene variants on type 2 diabetes and adaptive evolution. Nat Genet. 2007, 39 (2): 218-225. 10.1038/ng1960.CrossRefPubMed Helgason A, Palsson S, Thorleifsson G, Grant SF, Emilsson V, Gunnarsdottir S, Adeyemo A, Chen Y, Chen G, Reynisdottir I, et al: Refining the impact of TCF7L2 gene variants on type 2 diabetes and adaptive evolution. Nat Genet. 2007, 39 (2): 218-225. 10.1038/ng1960.CrossRefPubMed
10.
go back to reference Gouda HN, Sagoo GS, Harding AH, Yates J, Sandhu MS, Higgins JP: The association between the peroxisome proliferator-activated receptor-gamma2 (PPARG2) Pro12Ala gene variant and type 2 diabetes mellitus: a HuGE review and meta-analysis. Am J Epidemiol. 2010, 171 (6): 645-655. 10.1093/aje/kwp450.CrossRefPubMedPubMedCentral Gouda HN, Sagoo GS, Harding AH, Yates J, Sandhu MS, Higgins JP: The association between the peroxisome proliferator-activated receptor-gamma2 (PPARG2) Pro12Ala gene variant and type 2 diabetes mellitus: a HuGE review and meta-analysis. Am J Epidemiol. 2010, 171 (6): 645-655. 10.1093/aje/kwp450.CrossRefPubMedPubMedCentral
11.
go back to reference Pirie FJ, Motala AA, Pegoraro RJ, Paruk IM, Govender T, Rom L: Variants in PPARG, KCNJ11, TCF7L2, FTO, and HHEX genes in South African subjects of Zulu descent with type 2 diabetes. Afr J Diab Med. 2010, 18 (1): 12-16. Pirie FJ, Motala AA, Pegoraro RJ, Paruk IM, Govender T, Rom L: Variants in PPARG, KCNJ11, TCF7L2, FTO, and HHEX genes in South African subjects of Zulu descent with type 2 diabetes. Afr J Diab Med. 2010, 18 (1): 12-16.
12.
go back to reference Sale MM, Smith SG, Mychaleckyj JC, Keene KL, Langefeld CD, Leak TS, Hicks PJ, Bowden DW, Rich SS, Freedman BI: Variants of the transcription factor 7-like 2 (TCF7L2) gene are associated with type 2 diabetes in an African-American population enriched for nephropathy. Diabetes. 2007, 56 (10): 2638-2642. 10.2337/db07-0012.CrossRefPubMed Sale MM, Smith SG, Mychaleckyj JC, Keene KL, Langefeld CD, Leak TS, Hicks PJ, Bowden DW, Rich SS, Freedman BI: Variants of the transcription factor 7-like 2 (TCF7L2) gene are associated with type 2 diabetes in an African-American population enriched for nephropathy. Diabetes. 2007, 56 (10): 2638-2642. 10.2337/db07-0012.CrossRefPubMed
13.
go back to reference Chen Y, Kittles R, Zhou J, Chen G, Adeyemo A, Panguluri RK, Chen W, Amoah A, Opoku V, Acheampong J, et al: Calpain-10 gene polymorphisms and type 2 diabetes in West Africans: the Africa America Diabetes Mellitus (AADM) Study. Ann Epidemiol. 2005, 15 (2): 153-159. 10.1016/j.annepidem.2004.05.014.CrossRefPubMed Chen Y, Kittles R, Zhou J, Chen G, Adeyemo A, Panguluri RK, Chen W, Amoah A, Opoku V, Acheampong J, et al: Calpain-10 gene polymorphisms and type 2 diabetes in West Africans: the Africa America Diabetes Mellitus (AADM) Study. Ann Epidemiol. 2005, 15 (2): 153-159. 10.1016/j.annepidem.2004.05.014.CrossRefPubMed
14.
go back to reference Schafer SA, Machicao F, Fritsche A, Haring HU, Kantartzis K: New type 2 diabetes risk genes provide new insights in insulin secretion mechanisms. Diabetes Res Clin Pract. 2011, 93 (Suppl 1): S9-S24.CrossRefPubMed Schafer SA, Machicao F, Fritsche A, Haring HU, Kantartzis K: New type 2 diabetes risk genes provide new insights in insulin secretion mechanisms. Diabetes Res Clin Pract. 2011, 93 (Suppl 1): S9-S24.CrossRefPubMed
15.
go back to reference Stumvoll M, Fritsche A, Madaus A, Stefan N, Weisser M, Machicao F, Haring H: Functional significance of the UCSNP-43 polymorphism in the CAPN10 gene for proinsulin processing and insulin secretion in nondiabetic Germans. Diabetes. 2001, 50 (9): 2161-2163. 10.2337/diabetes.50.9.2161.CrossRefPubMed Stumvoll M, Fritsche A, Madaus A, Stefan N, Weisser M, Machicao F, Haring H: Functional significance of the UCSNP-43 polymorphism in the CAPN10 gene for proinsulin processing and insulin secretion in nondiabetic Germans. Diabetes. 2001, 50 (9): 2161-2163. 10.2337/diabetes.50.9.2161.CrossRefPubMed
16.
go back to reference Danquah I, Bedu-Addo G, Terpe K, Micah F, Amoako YA, Awuku YA, Dietz E, van der Giet M, Spranger J, Mockenhaupt FP: Diabetes mellitus type 2 in urban Ghana: characteristics and associated factors. BMC Public Health. 2012, 12: 210-10.1186/1471-2458-12-210.CrossRefPubMedPubMedCentral Danquah I, Bedu-Addo G, Terpe K, Micah F, Amoako YA, Awuku YA, Dietz E, van der Giet M, Spranger J, Mockenhaupt FP: Diabetes mellitus type 2 in urban Ghana: characteristics and associated factors. BMC Public Health. 2012, 12: 210-10.1186/1471-2458-12-210.CrossRefPubMedPubMedCentral
17.
go back to reference Agyemang C: Rural and urban differences in blood pressure and hypertension in Ghana, West Africa. Public Health. 2006, 120 (6): 525-533. 10.1016/j.puhe.2006.02.002.CrossRefPubMed Agyemang C: Rural and urban differences in blood pressure and hypertension in Ghana, West Africa. Public Health. 2006, 120 (6): 525-533. 10.1016/j.puhe.2006.02.002.CrossRefPubMed
18.
go back to reference Amoah AG, Owusu SK, Adjei S: Diabetes in Ghana: a community based prevalence study in Greater Accra. Diabetes Res Clin Pract. 2002, 56 (3): 197-205. 10.1016/S0168-8227(01)00374-6.CrossRefPubMed Amoah AG, Owusu SK, Adjei S: Diabetes in Ghana: a community based prevalence study in Greater Accra. Diabetes Res Clin Pract. 2002, 56 (3): 197-205. 10.1016/S0168-8227(01)00374-6.CrossRefPubMed
19.
go back to reference Amoah AG: Sociodemographic variations in obesity among Ghanaian adults. Public Health Nutr. 2003, 6 (8): 751-757.CrossRefPubMed Amoah AG: Sociodemographic variations in obesity among Ghanaian adults. Public Health Nutr. 2003, 6 (8): 751-757.CrossRefPubMed
21.
go back to reference Evans JC, Frayling TM, Cassell PG, Saker PJ, Hitman GA, Walker M, Levy JC, O’Rahilly S, Rao PV, Bennett AJ, et al: Studies of association between the gene for calpain-10 and type 2 diabetes mellitus in the United Kingdom. Am J Hum Genet. 2001, 69 (3): 544-552. 10.1086/323315.CrossRefPubMedPubMedCentral Evans JC, Frayling TM, Cassell PG, Saker PJ, Hitman GA, Walker M, Levy JC, O’Rahilly S, Rao PV, Bennett AJ, et al: Studies of association between the gene for calpain-10 and type 2 diabetes mellitus in the United Kingdom. Am J Hum Genet. 2001, 69 (3): 544-552. 10.1086/323315.CrossRefPubMedPubMedCentral
23.
go back to reference Stephens M, Donnelly P: A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet. 2003, 73 (5): 1162-1169. 10.1086/379378.CrossRefPubMedPubMedCentral Stephens M, Donnelly P: A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am J Hum Genet. 2003, 73 (5): 1162-1169. 10.1086/379378.CrossRefPubMedPubMedCentral
24.
go back to reference Stephens M, Smith NJ, Donnelly P: A new statistical method for haplotype reconstruction from population data. Am J Hum Genet. 2001, 68 (4): 978-989. 10.1086/319501.CrossRefPubMedPubMedCentral Stephens M, Smith NJ, Donnelly P: A new statistical method for haplotype reconstruction from population data. Am J Hum Genet. 2001, 68 (4): 978-989. 10.1086/319501.CrossRefPubMedPubMedCentral
25.
go back to reference Fendt L, Rock A, Zimmermann B, Bodner M, Thye T, Tschentscher F, Owusu-Dabo E, Gobel TM, Schneider PM, Parson W: MtDNA diversity of Ghana: a forensic and phylogeographic view. Forensic Sci Int Genet. 2012, 6 (2): 244-249. 10.1016/j.fsigen.2011.05.011.CrossRefPubMedPubMedCentral Fendt L, Rock A, Zimmermann B, Bodner M, Thye T, Tschentscher F, Owusu-Dabo E, Gobel TM, Schneider PM, Parson W: MtDNA diversity of Ghana: a forensic and phylogeographic view. Forensic Sci Int Genet. 2012, 6 (2): 244-249. 10.1016/j.fsigen.2011.05.011.CrossRefPubMedPubMedCentral
26.
go back to reference Weinstein JL, Phillips V, MacLeod E, Arsenault M, Ferris AM: A universal product code scanner is a feasible method of measuring household food inventory and food use patterns in low-income families. J Am Diet Assoc. 2006, 106 (3): 443-445. 10.1016/j.jada.2005.12.004.CrossRefPubMed Weinstein JL, Phillips V, MacLeod E, Arsenault M, Ferris AM: A universal product code scanner is a feasible method of measuring household food inventory and food use patterns in low-income families. J Am Diet Assoc. 2006, 106 (3): 443-445. 10.1016/j.jada.2005.12.004.CrossRefPubMed
27.
go back to reference Hinzmann R, Schlaeger C, Tran CT: What do we need beyond hemoglobin A1c to get the complete picture of glycemia in people with diabetes?. Int J Med Sci. 2012, 9 (8): 665-681. 10.7150/ijms.4520.CrossRefPubMedPubMedCentral Hinzmann R, Schlaeger C, Tran CT: What do we need beyond hemoglobin A1c to get the complete picture of glycemia in people with diabetes?. Int J Med Sci. 2012, 9 (8): 665-681. 10.7150/ijms.4520.CrossRefPubMedPubMedCentral
28.
go back to reference Guinan KJ: Worldwide distribution of type II diabetes-associated TCF7L2 SNPs: evidence for stratification in Europe. Biochem Genet. 2012, 50 (3–4): 159-179.CrossRefPubMed Guinan KJ: Worldwide distribution of type II diabetes-associated TCF7L2 SNPs: evidence for stratification in Europe. Biochem Genet. 2012, 50 (3–4): 159-179.CrossRefPubMed
29.
30.
go back to reference Scacchi R, Pinto A, Rickards O, Pacella A, De Stefano GF, Cannella C, Corbo RM: An analysis of peroxisome proliferator-activated receptor gamma (PPAR-gamma 2) Pro12Ala polymorphism distribution and prevalence of type 2 diabetes mellitus (T2DM) in world populations in relation to dietary habits. Nutr Metab Cardiovasc Dis. 2007, 17 (9): 632-641. 10.1016/j.numecd.2006.12.007.CrossRefPubMed Scacchi R, Pinto A, Rickards O, Pacella A, De Stefano GF, Cannella C, Corbo RM: An analysis of peroxisome proliferator-activated receptor gamma (PPAR-gamma 2) Pro12Ala polymorphism distribution and prevalence of type 2 diabetes mellitus (T2DM) in world populations in relation to dietary habits. Nutr Metab Cardiovasc Dis. 2007, 17 (9): 632-641. 10.1016/j.numecd.2006.12.007.CrossRefPubMed
31.
go back to reference Gong B, Yu J, Li H, Li W, Tong X: The effect of KCNJ11 polymorphism on the risk of type 2 diabetes: a global meta-analysis based on 49 case–control studies. DNA Cell Biol. 2012, 31 (5): 801-810. 10.1089/dna.2011.1445.CrossRefPubMed Gong B, Yu J, Li H, Li W, Tong X: The effect of KCNJ11 polymorphism on the risk of type 2 diabetes: a global meta-analysis based on 49 case–control studies. DNA Cell Biol. 2012, 31 (5): 801-810. 10.1089/dna.2011.1445.CrossRefPubMed
32.
go back to reference Alekseev AE, Reyes S, Yamada S, Hodgson-Zingman DM, Sattiraju S, Zhu Z, Sierra A, Gerbin M, Coetzee WA, Goldhamer DJ, et al: Sarcolemmal ATP-sensitive K(+) channels control energy expenditure determining body weight. Cell Metab. 2010, 11 (1): 58-69. 10.1016/j.cmet.2009.11.009.CrossRefPubMedPubMedCentral Alekseev AE, Reyes S, Yamada S, Hodgson-Zingman DM, Sattiraju S, Zhu Z, Sierra A, Gerbin M, Coetzee WA, Goldhamer DJ, et al: Sarcolemmal ATP-sensitive K(+) channels control energy expenditure determining body weight. Cell Metab. 2010, 11 (1): 58-69. 10.1016/j.cmet.2009.11.009.CrossRefPubMedPubMedCentral
33.
go back to reference Aziz Q, Thomas AM, Khambra T, Tinker A: Regulation of the ATP-sensitive potassium channel subunit, Kir6.2, by a Ca2+-dependent protein kinase C. J Biol Chem. 2012, 287 (9): 6196-6207. 10.1074/jbc.M111.243923.CrossRefPubMed Aziz Q, Thomas AM, Khambra T, Tinker A: Regulation of the ATP-sensitive potassium channel subunit, Kir6.2, by a Ca2+-dependent protein kinase C. J Biol Chem. 2012, 287 (9): 6196-6207. 10.1074/jbc.M111.243923.CrossRefPubMed
34.
go back to reference Yan FF, Pratt EB, Chen PC, Wang F, Skach WR, David LL, Shyng SL: Role of Hsp90 in biogenesis of the beta-cell ATP-sensitive potassium channel complex. Mol Biol Cell. 2010, 21 (12): 1945-1954. 10.1091/mbc.E10-02-0116.CrossRefPubMedPubMedCentral Yan FF, Pratt EB, Chen PC, Wang F, Skach WR, David LL, Shyng SL: Role of Hsp90 in biogenesis of the beta-cell ATP-sensitive potassium channel complex. Mol Biol Cell. 2010, 21 (12): 1945-1954. 10.1091/mbc.E10-02-0116.CrossRefPubMedPubMedCentral
35.
go back to reference Horikawa Y, Oda N, Cox NJ, Li X, Orho-Melander M, Hara M, Hinokio Y, Lindner TH, Mashima H, Schwarz PE, et al: Genetic variation in the gene encoding calpain-10 is associated with type 2 diabetes mellitus. Nat Genet. 2000, 26 (2): 163-175. 10.1038/79876.CrossRefPubMed Horikawa Y, Oda N, Cox NJ, Li X, Orho-Melander M, Hara M, Hinokio Y, Lindner TH, Mashima H, Schwarz PE, et al: Genetic variation in the gene encoding calpain-10 is associated with type 2 diabetes mellitus. Nat Genet. 2000, 26 (2): 163-175. 10.1038/79876.CrossRefPubMed
36.
go back to reference Tsuchiya T, Schwarz PE, Bosque-Plata LD, Geoffrey Hayes M, Dina C, Froguel P, Wayne Towers G, Fischer S, Temelkova-Kurktschiev T, Rietzsch H, et al: Association of the calpain-10 gene with type 2 diabetes in Europeans: results of pooled and meta-analyses. Mol Genet Metab. 2006, 89 (1–2): 174-184.CrossRefPubMed Tsuchiya T, Schwarz PE, Bosque-Plata LD, Geoffrey Hayes M, Dina C, Froguel P, Wayne Towers G, Fischer S, Temelkova-Kurktschiev T, Rietzsch H, et al: Association of the calpain-10 gene with type 2 diabetes in Europeans: results of pooled and meta-analyses. Mol Genet Metab. 2006, 89 (1–2): 174-184.CrossRefPubMed
37.
go back to reference Garant MJ, Kao WH, Brancati F, Coresh J, Rami TM, Hanis CL, Boerwinkle E, Shuldiner AR: SNP43 Of CAPN10 and the risk of type 2 diabetes in African-Americans: the atherosclerosis risk in communities study. Diabetes. 2002, 51 (1): 231-237. 10.2337/diabetes.51.1.231.CrossRefPubMed Garant MJ, Kao WH, Brancati F, Coresh J, Rami TM, Hanis CL, Boerwinkle E, Shuldiner AR: SNP43 Of CAPN10 and the risk of type 2 diabetes in African-Americans: the atherosclerosis risk in communities study. Diabetes. 2002, 51 (1): 231-237. 10.2337/diabetes.51.1.231.CrossRefPubMed
38.
go back to reference Adak S, Sengupta S, Chowdhury S, Bhattacharyya M: Co-existence of risk and protective haplotypes of Calpain 10 gene to type 2 diabetes in the eastern Indian population. Diab Vasc Dis Res. 2010, 7 (1): 63-68. 10.1177/1479164109351370.CrossRefPubMed Adak S, Sengupta S, Chowdhury S, Bhattacharyya M: Co-existence of risk and protective haplotypes of Calpain 10 gene to type 2 diabetes in the eastern Indian population. Diab Vasc Dis Res. 2010, 7 (1): 63-68. 10.1177/1479164109351370.CrossRefPubMed
Metadata
Title
The TCF7L2 rs7903146 (T) allele is associated with type 2 diabetes in urban Ghana: a hospital-based case–control study
Authors
Ina Danquah
Till Othmer
Laura K Frank
George Bedu-Addo
Matthias B Schulze
Frank P Mockenhaupt
Publication date
01-12-2013
Publisher
BioMed Central
Published in
BMC Medical Genetics / Issue 1/2013
Electronic ISSN: 1471-2350
DOI
https://doi.org/10.1186/1471-2350-14-96

Other articles of this Issue 1/2013

BMC Medical Genetics 1/2013 Go to the issue