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Published in: Diabetology & Metabolic Syndrome 1/2019

Open Access 01-12-2019 | Insulins | Research

The combined role of allelic variants of IRS-1 and IRS-2 genes in susceptibility to type2 diabetes in the Punjabi Pakistani subjects

Authors: Anam Ijaz, Sana Babar, Sumbal Sarwar, Saleem Ullah Shahid, Shabana

Published in: Diabetology & Metabolic Syndrome | Issue 1/2019

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Abstract

Background

Diabetes mellitus is a multifactorial disorder characterized by a high level of glucose in the blood. Both genetic and environmental factors interact to cause diabetes. Insulin receptor substrate (IRS) proteins have a significant part in insulin signaling pathways. We aimed to investigate the relationship of type 2 diabetes with a Gly972Arg (G972R) variant of the IRS-1 gene and Gly1057Asp (G1057D) polymorphism of IRS-2 gene in the population of Punjab, Pakistan.

Methods

We collected 926 samples, 500 healthy controls (fasting blood sugar < 99 mg/dL, random blood sugar < 126 mg/dL) and 426 cases with diabetes (fasting blood sugar > 99 mg/dL, random blood sugar > 126 mg/dL). Several anthropometric measurements were measured. Statistical analysis was performed by using SPSS to determine the allele group/genotype frequency of the selected variants in the study population.

Results

The genotyping results of G972R by RLFP-PCR showed the allelic frequency of G = 0.68 and R = 0.32 in controls while G = 0.71 and R = 0.29 in the cases. The minor R allele had a slightly higher frequency in the cases than the controls (OR = 0.86, CI 0.706–1.052, p = 0.17). The genotyping results of G1057D showed allelic frequency G = 0.74 and D = 0.26 in the controls while G = 0.961 and D = 0.29 in the cases. The minor D allele appeared to be a risk allele for this SNP although the difference in the allele frequencies was not statistically significant (OR = 1.55, CI 0.961–1.41, p = 0.108). The combined genotype analysis showed that the difference in the allele and genotype frequencies reached statistical difference between the cases and the controls as well as the odds ratio substantially increased when the R allele (G972R) was present together with D allele (G1057D) in any combination. When the association of single variants with the lipid traits was observed, only D allele (G1057D) showed significant association with TG, HDL and LDL, however when the analysis was repeated for combined genotypes using general linear model, many more significant associations between the genotype where D allele and R allele are together, were seen with many lipid traits.

Conclusion

In conclusion, the single nucleotide polymorphisms with low-modest effect size may not affect the phenotype individually but when in combination, the effect becomes stronger and more visible, therefore, for the SNP association studies, the more the number of SNPs included in the analysis, the more meaningful the results.
Appendix
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Literature
1.
go back to reference Mooradian AD. Dyslipidemia in type 2 diabetes mellitus. Nat Clin Pract Endocrinol Metab. 2009;5(3):150–9.PubMed Mooradian AD. Dyslipidemia in type 2 diabetes mellitus. Nat Clin Pract Endocrinol Metab. 2009;5(3):150–9.PubMed
2.
go back to reference Pinhas-Hamiel O, Zeitler P. The global spread of type 2 diabetes mellitus in children and adolescents. J Pediatr. 2005;146(5):693–700.CrossRef Pinhas-Hamiel O, Zeitler P. The global spread of type 2 diabetes mellitus in children and adolescents. J Pediatr. 2005;146(5):693–700.CrossRef
3.
go back to reference Shahzadi S, Shabana, Sarwar S, Shahid SU. Genome-wide implicated risk variants of TCF7L2 gene contribute to type 2 diabetes susceptibility by modulating serum lipids in Pakistani population. Int J Diabetes Dev Ctries. 2019;39(2):302–7.CrossRef Shahzadi S, Shabana, Sarwar S, Shahid SU. Genome-wide implicated risk variants of TCF7L2 gene contribute to type 2 diabetes susceptibility by modulating serum lipids in Pakistani population. Int J Diabetes Dev Ctries. 2019;39(2):302–7.CrossRef
4.
go back to reference Group CM-CTDS. Closing the gap: effect of diabetes case management on glycemic control among low-income ethnic minority populations. Diabetes Care. 2004;27(1):95–103.CrossRef Group CM-CTDS. Closing the gap: effect of diabetes case management on glycemic control among low-income ethnic minority populations. Diabetes Care. 2004;27(1):95–103.CrossRef
5.
go back to reference Lowell BB, Shulman GI. Mitochondrial dysfunction and type 2 diabetes. Science. 2005;307(5708):384–7.CrossRef Lowell BB, Shulman GI. Mitochondrial dysfunction and type 2 diabetes. Science. 2005;307(5708):384–7.CrossRef
6.
go back to reference Saltiel AR, Kahn CR. Insulin signalling and the regulation of glucose and lipid metabolism. Nature. 2001;414(6865):799–806.CrossRef Saltiel AR, Kahn CR. Insulin signalling and the regulation of glucose and lipid metabolism. Nature. 2001;414(6865):799–806.CrossRef
7.
go back to reference Devendra D, Liu E, Eisenbarth GS. Type 1 diabetes: recent developments. BMJ. 2004;328(7442):750–4.CrossRef Devendra D, Liu E, Eisenbarth GS. Type 1 diabetes: recent developments. BMJ. 2004;328(7442):750–4.CrossRef
8.
go back to reference Mohan V, Sandeep S, Deepa R, Shah B, Varghese C. Epidemiology of type 2 diabetes: Indian scenario. Indian J Med Res. 2007;125(3):217.PubMed Mohan V, Sandeep S, Deepa R, Shah B, Varghese C. Epidemiology of type 2 diabetes: Indian scenario. Indian J Med Res. 2007;125(3):217.PubMed
9.
go back to reference Yang Q, Graham TE, Mody N, Preitner F. Serum retinol binding protein 4 contributes to insulin resistance in obesity and type 2 diabetes. Nature. 2005;436(7049):356.CrossRef Yang Q, Graham TE, Mody N, Preitner F. Serum retinol binding protein 4 contributes to insulin resistance in obesity and type 2 diabetes. Nature. 2005;436(7049):356.CrossRef
10.
go back to reference Muoio DM, Newgard CB. Molecular and metabolic mechanisms of insulin resistance and β-cell failure in type 2 diabetes. Nat Rev Mol Cell Biol. 2008;9(3):193–205.CrossRef Muoio DM, Newgard CB. Molecular and metabolic mechanisms of insulin resistance and β-cell failure in type 2 diabetes. Nat Rev Mol Cell Biol. 2008;9(3):193–205.CrossRef
11.
go back to reference Jakobsen SN, Hardie DG, Morrice N, Tornqvist HE. 5′-AMP-activated protein kinase phosphorylates IRS-1 on Ser-789 in mouse C2C12 myotubes in response to 5-aminoimidazole-4-carboxamide riboside. J Biol Chem. 2001;276(50):46912–6.CrossRef Jakobsen SN, Hardie DG, Morrice N, Tornqvist HE. 5′-AMP-activated protein kinase phosphorylates IRS-1 on Ser-789 in mouse C2C12 myotubes in response to 5-aminoimidazole-4-carboxamide riboside. J Biol Chem. 2001;276(50):46912–6.CrossRef
13.
go back to reference Besse-Patin A, Jeromson S, Levesque-Damphousse P, Secco B, Laplante M, Estall JL. PGC1A regulates the IRS1: IRS2 ratio during fasting to influence hepatic metabolism downstream of insulin. Proc Natl Acad Sci. 2019;116(10):4285–90.CrossRef Besse-Patin A, Jeromson S, Levesque-Damphousse P, Secco B, Laplante M, Estall JL. PGC1A regulates the IRS1: IRS2 ratio during fasting to influence hepatic metabolism downstream of insulin. Proc Natl Acad Sci. 2019;116(10):4285–90.CrossRef
14.
go back to reference Mammarella S, Romano F, Di Valerio A, Creati B, Esposito DL, Palmirotta R, et al. Interaction between the G1057D variant of IRS-2 and overweight in the pathogenesis of type 2 diabetes. Hum Mol Genet. 2000;9(17):2517–21.CrossRef Mammarella S, Romano F, Di Valerio A, Creati B, Esposito DL, Palmirotta R, et al. Interaction between the G1057D variant of IRS-2 and overweight in the pathogenesis of type 2 diabetes. Hum Mol Genet. 2000;9(17):2517–21.CrossRef
16.
go back to reference Butt H, Shabana, Hasnain S. The C1431T polymorphism of peroxisome proliferator activated receptor γ (PPARγ) is associated with low risk of diabetes in a Pakistani cohort. Diabetol Metab Syndr. 2016;8(1):67.CrossRef Butt H, Shabana, Hasnain S. The C1431T polymorphism of peroxisome proliferator activated receptor γ (PPARγ) is associated with low risk of diabetes in a Pakistani cohort. Diabetol Metab Syndr. 2016;8(1):67.CrossRef
17.
go back to reference Shabana, Shahid SU, Li KW, Acharya J, Cooper J, Hasnain S, et al. Effect of six type 2 diabetes susceptibility loci and an FTO variant on obesity in Pakistani subjects. Eur J Hum Genet 2016;24(6):904–10.CrossRef Shabana, Shahid SU, Li KW, Acharya J, Cooper J, Hasnain S, et al. Effect of six type 2 diabetes susceptibility loci and an FTO variant on obesity in Pakistani subjects. Eur J Hum Genet 2016;24(6):904–10.CrossRef
18.
go back to reference Samdani RA, Mahmood K. Web site of on-line index of PLB. 2003. Samdani RA, Mahmood K. Web site of on-line index of PLB. 2003.
19.
go back to reference Mohan V, Shah S, Saboo B. Current glycemic status and diabetes related complications among type 2 diabetes patients in India: data from the A1chieve study. J Assoc Physicians India. 2013;61(1 Suppl):12–5.PubMed Mohan V, Shah S, Saboo B. Current glycemic status and diabetes related complications among type 2 diabetes patients in India: data from the A1chieve study. J Assoc Physicians India. 2013;61(1 Suppl):12–5.PubMed
20.
go back to reference Mardilovich K, Pankratz SL, Shaw LM. Expression and function of the insulin receptor substrate proteins in cancer. Cell Commun Signal. 2009;7(1):14.CrossRef Mardilovich K, Pankratz SL, Shaw LM. Expression and function of the insulin receptor substrate proteins in cancer. Cell Commun Signal. 2009;7(1):14.CrossRef
21.
go back to reference de la Monte SM, Wands JR. Alzheimer's disease is type 3 diabetes—evidence reviewed. J Diabetes Sci Technol. 2008;2(6):1101–13.CrossRef de la Monte SM, Wands JR. Alzheimer's disease is type 3 diabetes—evidence reviewed. J Diabetes Sci Technol. 2008;2(6):1101–13.CrossRef
22.
go back to reference Brancati FL, Kao WL, Folsom AR, Watson RL, Szklo M. Incident type 2 diabetes mellitus in African American and white adults: the Atherosclerosis Risk in Communities Study. JAMA. 2000;283(17):2253–9.CrossRef Brancati FL, Kao WL, Folsom AR, Watson RL, Szklo M. Incident type 2 diabetes mellitus in African American and white adults: the Atherosclerosis Risk in Communities Study. JAMA. 2000;283(17):2253–9.CrossRef
23.
go back to reference Thameem F, Puppala S, Schneider J, Bhandari B, Arya R, Arar NH, et al. The Gly (972) Arg variant of human IRS1 gene is associated with variation in glomerular filtration rate likely through impaired insulin receptor signaling. Diabetes. 2012;61(9):2385–93.CrossRef Thameem F, Puppala S, Schneider J, Bhandari B, Arya R, Arar NH, et al. The Gly (972) Arg variant of human IRS1 gene is associated with variation in glomerular filtration rate likely through impaired insulin receptor signaling. Diabetes. 2012;61(9):2385–93.CrossRef
24.
go back to reference Jellema A, Zeegers M, Feskens E, Dagnelie P, Mensink R. Gly972Arg variant in the insulin receptor substrate-1 gene and association with type 2 diabetes: a meta-analysis of 27 studies. Diabetologia. 2003;46(7):990–5.CrossRef Jellema A, Zeegers M, Feskens E, Dagnelie P, Mensink R. Gly972Arg variant in the insulin receptor substrate-1 gene and association with type 2 diabetes: a meta-analysis of 27 studies. Diabetologia. 2003;46(7):990–5.CrossRef
25.
go back to reference Burguete-Garcia AI, Cruz-Lopez M, Madrid-Marina V, Lopez-Ridaura R, Hernández-Ávila M, Cortina B, et al. Association of Gly972Arg polymorphism of IRS1 gene with type 2 diabetes mellitus in lean participants of a national health survey in Mexico: a candidate gene study. Metabolism. 2010;59(1):38–45.CrossRef Burguete-Garcia AI, Cruz-Lopez M, Madrid-Marina V, Lopez-Ridaura R, Hernández-Ávila M, Cortina B, et al. Association of Gly972Arg polymorphism of IRS1 gene with type 2 diabetes mellitus in lean participants of a national health survey in Mexico: a candidate gene study. Metabolism. 2010;59(1):38–45.CrossRef
26.
go back to reference Van Dam R, Hoebee B, Seidell J, Schaap M, Blaak E, Feskens E. The insulin receptor substrate-1 Gly972Arg polymorphism is not associated with Type 2 diabetes mellitus in two population-based studies. Diabet Med. 2004;21(7):752–8.CrossRef Van Dam R, Hoebee B, Seidell J, Schaap M, Blaak E, Feskens E. The insulin receptor substrate-1 Gly972Arg polymorphism is not associated with Type 2 diabetes mellitus in two population-based studies. Diabet Med. 2004;21(7):752–8.CrossRef
27.
go back to reference Porzio O, Federici M, Hribal ML, Lauro D, Accili D, Lauro R, et al. The Gly 972→Arg amino acid polymorphism in IRS-1 impairs insulin secretion in pancreatic β cells. J Clin Investig. 1999;104(3):357–64.CrossRef Porzio O, Federici M, Hribal ML, Lauro D, Accili D, Lauro R, et al. The Gly 972→Arg amino acid polymorphism in IRS-1 impairs insulin secretion in pancreatic β cells. J Clin Investig. 1999;104(3):357–64.CrossRef
28.
go back to reference Stumvoll M, Fritsche A, Volk A, Stefan N, Madaus A, Maerker E, et al. The Gly972Arg polymorphism in the insulin receptor substrate-1 gene contributes to the variation in insulin secretion in normal glucose-tolerant humans. Diabetes. 2001;50(4):882–5.CrossRef Stumvoll M, Fritsche A, Volk A, Stefan N, Madaus A, Maerker E, et al. The Gly972Arg polymorphism in the insulin receptor substrate-1 gene contributes to the variation in insulin secretion in normal glucose-tolerant humans. Diabetes. 2001;50(4):882–5.CrossRef
29.
go back to reference Wang H, Rissanen J, Miettinen R, Kärkkäinen P, Kekäläinen P, Kuusisto J, et al. New amino acid substitutions in the IRS-2 gene in Finnish and Chinese subjects with late-onset type 2 diabetes. Diabetes. 2001;50(8):1949–51.CrossRef Wang H, Rissanen J, Miettinen R, Kärkkäinen P, Kekäläinen P, Kuusisto J, et al. New amino acid substitutions in the IRS-2 gene in Finnish and Chinese subjects with late-onset type 2 diabetes. Diabetes. 2001;50(8):1949–51.CrossRef
30.
go back to reference Ouederni TB, Sanchez-Corona J, Martinez SEF, Maiz HB, Skhiri HA, Abid HK, et al. The G1057D polymorphism of IRS-2 gene is not associated with type 2 diabetes and obese patients among ethnic groups in Tunisian population. Clin Biochem. 2009;42(10):1169–73.CrossRef Ouederni TB, Sanchez-Corona J, Martinez SEF, Maiz HB, Skhiri HA, Abid HK, et al. The G1057D polymorphism of IRS-2 gene is not associated with type 2 diabetes and obese patients among ethnic groups in Tunisian population. Clin Biochem. 2009;42(10):1169–73.CrossRef
31.
go back to reference Celik SK, Nurcan A, Kuçuk MU, Yalin S, Akbay E. The G1057D polymorphism of insulin receptor substrate-2 (IRS2) gene with type 2 diabetes in the Turkish population. Yeni Tıp Dergisi. 2014;31(3):168. Celik SK, Nurcan A, Kuçuk MU, Yalin S, Akbay E. The G1057D polymorphism of insulin receptor substrate-2 (IRS2) gene with type 2 diabetes in the Turkish population. Yeni Tıp Dergisi. 2014;31(3):168.
32.
go back to reference Withers DJ, Gutierrez JS, Towery H, Burks DJ, Ren J-M, Previs S, et al. Disruption of IRS-2 causes type 2 diabetes in mice. Nature. 1998;391(6670):900–4.CrossRef Withers DJ, Gutierrez JS, Towery H, Burks DJ, Ren J-M, Previs S, et al. Disruption of IRS-2 causes type 2 diabetes in mice. Nature. 1998;391(6670):900–4.CrossRef
33.
go back to reference Singh S. The genetics of type 2 diabetes mellitus: a review. J Sci Res. 2011;55:35–48. Singh S. The genetics of type 2 diabetes mellitus: a review. J Sci Res. 2011;55:35–48.
34.
go back to reference Bodhini D, Radha V, Deepa R, Ghosh S, Majumder P, Rao M, et al. The G1057D polymorphism of IRS-2 gene and its relationship with obesity in conferring susceptibility to type 2 diabetes in Asian Indians. Int J Obes. 2007;31(1):97–102.CrossRef Bodhini D, Radha V, Deepa R, Ghosh S, Majumder P, Rao M, et al. The G1057D polymorphism of IRS-2 gene and its relationship with obesity in conferring susceptibility to type 2 diabetes in Asian Indians. Int J Obes. 2007;31(1):97–102.CrossRef
35.
go back to reference Haghani K, Bakhtiyari S. The study on the relationship between IRS-1 Gly972Arg and IRS-2 Gly1057Asp polymorphisms and type 2 diabetes in the Kurdish ethnic group in West Iran. Genet Test Mol Biomark. 2012;16(11):1270–6.CrossRef Haghani K, Bakhtiyari S. The study on the relationship between IRS-1 Gly972Arg and IRS-2 Gly1057Asp polymorphisms and type 2 diabetes in the Kurdish ethnic group in West Iran. Genet Test Mol Biomark. 2012;16(11):1270–6.CrossRef
37.
go back to reference Radha V, Mohan V. Studies on genetics of diabetes in ethnic Indians. Textbook of diabetes mellitus RSSDI, vol. 1. 2nd ed. New Delhi: Jaypee Publications. 2008:349–57. Radha V, Mohan V. Studies on genetics of diabetes in ethnic Indians. Textbook of diabetes mellitus RSSDI, vol. 1. 2nd ed. New Delhi: Jaypee Publications. 2008:349–57.
Metadata
Title
The combined role of allelic variants of IRS-1 and IRS-2 genes in susceptibility to type2 diabetes in the Punjabi Pakistani subjects
Authors
Anam Ijaz
Sana Babar
Sumbal Sarwar
Saleem Ullah Shahid
Shabana
Publication date
01-12-2019
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2019
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/s13098-019-0459-1

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