Abstract
Type 2 diabetes mellitus (T2DM) is a complex disorder that has a heterogeneous genetic and environmental background. In this Review, we discuss the role of relatively infrequent polymorphisms of genes that regulate insulin signaling (including the K121Q polymorphism of ENPP1, the G972R polymorphism of IRS1 and the Q84R polymorphism of TRIB3) in T2DM and other conditions related to insulin resistance. The biological relevance of these three polymorphisms has been very thoroughly characterized both in vitro and in vivo and the available data indicate that they all affect insulin signaling and action as well as insulin secretion. They also affect insulin-mediated regulation of endothelial cell function. In addition, several reports indicate that the effects of all three polymorphisms on the risk of T2DM and cardiovascular diseases related to insulin resistance depend on the clinical features of the individual, including their body weight and age at disease onset. Thus, these polymorphisms might be used to demonstrate how difficult it is to ascertain the contribution of relatively infrequent genetic variants with heterogeneous effects on disease susceptibility. Unraveling the role of such variants might be facilitated by improving disease definition and focusing on specific subsets of patients.
Key Points
-
Insulin resistance in some individuals is probably the result of abnormalities that occur in the complex insulin signaling pathway; this pathway is modulated by both signaling and inhibitory molecules
-
T2DM is a complex disorder with a background that is likely to be extremely heterogeneous. Not taking this fact into account might exacerbate the difficulties of unraveling T2DM genetic architecture
-
Data obtained on the ENPP1 K121Q, the IRS1 G972R and the TRIB3 Q84R missense, functional variants suggest that they all affect insulin signaling and action as well as insulin secretion
-
These variants also affect insulin-dependent nitric oxide production by endothelial cells, thus supporting a direct deleterious role of insulin resistance on the endothelium
-
Despite such strong biological candidacies, the association of these variants with T2DM and cardiovascular risk does not reach genome-wide statistical significance (maybe due to their heterogeneous effects)
-
Overall, ENPP1 Q121, IRS1 R972 and TRIB3 R84 variants represent a paradigm of how genetic heterogeneity may become an obstacle for unraveling the genetic architecture of complex traits
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Martin, B. C. et al. Role of glucose and insulin resistance in development of type 2 diabetes mellitus: results of a 25-year follow-up study. Lancet 17, 925–929 (1992).
Kahn, C. R. Banting lecture. Insulin action, diabetogenes, and the cause of type II diabetes. Diabetes 43, 1066–1084 (1994).
Meigs, J. B. Prediction of type 2 diabetes: the dawn of polygenetic testing for complex disease. Diabetologia 52, 568–570 (2009).
Doria, A., Patti, M. E. & Kahn, C. R. The emerging genetic architecture of type 2 diabetes. Cell Metab 8, 186–200 (2008).
Prokopenko, I., McCarthy, M. I. & Lindgren, C. M. Type 2 diabetes: new genes, new understanding. Trends Genet. 24, 613–621 (2008).
Florez, J. C. Clinical review: the genetics of type 2 diabetes: a realistic appraisal in 2008. J. Clin. Endocrinol. Metab. 93, 4633–4642 (2008).
Ridderstråle, M. & Groop, L. Genetic dissection of type 2 diabetes. Mol. Cell Endocrinol. 297, 10–17 (2009).
Grarup, N. & Andersen, G. Gene-environment interactions in the pathogenesis of type 2 diabetes and metabolism. Curr. Opin. Clin. Nutr. Metab. Care 10, 420–426 (2007).
Ludovico, O. et al. Heterogeneous effect of peroxisome proliferator-activated receptor gamma2 Ala12 variant on type 2 diabetes risk. Obesity 15, 1076–1081 (2007).
Mitchell, B. D, Kammerer, C. M., Reinhart, L. J. & Stern, M. P. NIDDM in Mexican-American families. Heterogeneity by age of onset. Diabetes Care 17, 567–573 (1994).
Weijnen, C. F., Rich, S. S., Meigs, J. B., Krolewski, A. S. & Warram, J. H. Risk of diabetes in siblings of index cases with type 2 diabetes: implications for genetic studies. Diabet. Med. 19, 41–50 (2002).
Frayling, T. M. et al. Young-onset type 2 diabetes families are the major contributors to genetic loci in the Diabetes UK Warren 2 genome scan and identify putative novel loci on chromosomes 8q21, 21q22, and 22q11. Diabetes 52, 1857–1863 (2003).
Owen, K., Ayres, S., Corbett, S. & Hattersley, A. Increased risk of diabetes in first-degree relatives of young-onset type 2 diabetic patients compared with relatives of those diagnosed later. Diabetes Care 25, 636–637 (2002).
Florez, J. C. et al. Effects of the type 2 diabetes-associated PPARG P12A polymorphism on progression to diabetes and response to troglitazone. J. Clin. Endocrinol. Metab. 92, 1502–1509 (2007).
Cauchi, S. et al. Post genome-wide association studies of novel genes associated with type 2 diabetes show gene-gene interaction and high predictive value. PLoS ONE 3, e2031 (2008).
Altshuler, D. & Daly, M. Guilt beyond a reasonable doubt. Nat. Genet. 39, 813–815 (2007).
Cohen, P. The twentieth century struggle to decipher insulin signaling. Nat. Rev. Mol. Cell Biol. 7, 867–873 (2006).
Taniguchi, C. M., Emanuelli, B. & Kahn, C. R. Critical nodes in signalling pathways: insights into insulin action. Nat. Rev. Mol. Cell Biol. 7, 85–96 (2006).
Saltiel, A. R. Putting the brakes on insulin signalling. N. Engl. J. Med. 349, 2560–2562 (2003).
Goldfine, I. D. et al. The role of membrane glycoprotein plasma cell antigen 1/ectonucleotide pyrophosphatase phosphodiesterase 1 in the pathogenesis of insulin resistance and related abnormalities. Endocr. Rev. 29, 62–75 (2008).
Kulkarni, R. N. et al. Tissue-specific knockout of the insulin receptor in pancreatic beta cells creates an insulin secretory defect similar to that in type 2 diabetes. Cell 96, 329–339 (1999).
Aspinwall, C. A. et al. Roles of insulin receptor substrate-1, phosphatidylinositol 3-kinase, and release of intracellular Ca2 stores in insulin-stimulated insulin secretion in beta-cells. J. Biol. Chem. 21, 22331–22338 (2000).
Lyssenko, V. et al. Predictors of and longitudinal changes in insulin sensitivity and secretion preceding onset of type 2 diabetes. Diabetes 54, 166–174 (2005).
Abdul-Ghani, M. A., Williams, K., De Fronzo, R. A. & Stern, M. What is the best predictor of future type 2 diabetes? Diabetes Care 30, 1544–1548 (2007).
Altshuler, D. et al. The common PPARgamma Pro12Ala polymorphism is associated with decreased risk of type 2 diabetes. Nat. Genet. 26, 76–80 (2000).
Zeggini, E. et al. Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes. Nat. Genet. 40, 638–645 (2008).
Freathy, R. M. et al. Common variation in the FTO gene alters diabetes-related metabolic traits to the extent expected given its effect on BMI. Diabetes 57, 1419–1426 (2008).
Florez, J. C. Newly identified loci highlight beta cell dysfunction as a key cause of type 2 diabetes: where are the insulin resistance genes? Diabetologia 51, 1100–1110 (2008).
Hong, Y. et al. Familial resemblance for glucose and insulin metabolism indices derived from an intravenous glucose tolerance test in Blacks and Whites of the HERITAGE Family Study. Clin. Genet. 60, 22–30 (2001).
Mills, G. W. et al. Heritability estimates for beta cell function and features of the insulin resistance syndrome in UK families with an increased susceptibility to type 2 diabetes Diabetologia 47, 732–738 (2004).
Rich, S. S. et al. Identification of quantitative trait loci for glucose homeostasis: the Insulin Resistance Atherosclerosis Study (IRAS) Family Study. Diabetes 53, 1866–1875 (2004).
Poulsen, P. et al. Heritability of insulin secretion, peripheral and hepatic insulin action, and intracellular glucose partitioning in young and old Danish twins. Diabetes 54, 275–283 (2005).
Hsueh, W. C. et al. A genome-wide linkage scan of insulin level-derived traits—The Amish Family Diabetes Study. Diabetes 56, 2643–2648 (2007).
Reaven, G. M. Role of insulin resistance in human disease. Diabetes 37, 1595–1607 (1988).
Pizzuti, A. et al. A polymorphism (K121Q) of the human glycoprotein PC-1 gene coding region is strongly associated with insulin resistance. Diabetes 48, 1881–1884 (1999).
McAteer, J. B. et al. The ENPP1 K121Q polymorphism is associated with type 2 diabetes in European populations: Evidence from an updated meta-analysis in 42,042 subjects. Diabetes 57, 1125–1130 (2008).
Echwald, S. M. et al. A P387L variant in protein tyrosine phosphatase-1B (PTP-1B) is associated with type 2 diabetes and impaired serine phosphorylation of PTP-1B in vitro. Diabetes 51, 1–6 (2002).
Di Paola, R. et al. A variation in 3′ UTR of hPTP1B increases specific gene expression and associates with insulin resistance. Am. J. Hum. Genet. 70, 806–812 (2002).
Mok, A. et al. A single nucleotide polymorphism in protein tyrosine phosphatase PTP-1B is associated with protection from diabetes or impaired glucose tolerance in Oji-Cree. J. Clin. Endocrinol. Metab. 87, 724–727 (2002).
Bento, J. L. et al. Association of protein tyrosine phosphatase 1B gene polymorphisms with type 2 diabetes. Diabetes 53, 3007–3012 (2004).
Cheyssac, C. et al. Analysis of common PTPN1 gene variants in type 2 diabetes, obesity and associated phenotypes in the French population. BMC Med. Genet. 7, 44 (2006).
Florez, J. C. et al. Association testing of the protein tyrosine phosphatase 1B gene (PTPN1) with type 2 diabetes in 7,883 people. Diabetes 54, 1884–1891 (2005).
Clausen, J. O. et al. Insulin resistance: interactions between obesity and a common variant of insulin receptor substrate-1. Lancet 346, 397–402 (1995).
Morini, E. et al. IRS1 G972R polymorphism and type 2 diabetes: a paradigm for the difficult ascertainment of the contribution to disease susceptibility of 'low-frequency-low-risk' variants. Diabetologia 52, 1852–1857 (2009).
Kubaszek, A. et al. Promoter polymorphisms of the TNF-alpha (G-308A) and IL-6 (C-174G) genes predict the conversion from impaired glucose tolerance to type 2 diabetes: the Finnish Diabetes Prevention Study. Diabetes 52, 1872–1876 (2003).
Susa, S. et al. A functional polymorphism of the TNF-alpha gene that is associated with type 2 DM. Biochem. Biophys. Res. Commun. 369, 943–947 (2008).
Huth, C. et al. IL6 gene promoter polymorphisms and type 2 diabetes: joint analysis of individual participants' data from 21 studies. Diabetes 55, 2915–2921 (2006).
Marion, E. et al. The gene INPPL1, encoding the lipid phosphatase SHIP2, is a candidate for type 2 diabetes in rat and man. Diabetes 51, 2012–2017 (2002).
Kaisaki, P. J. et al. Polymorphisms in type II SH2 domain-containing inositol 5-phosphatase (INPPL1, SHIP2) are associated with physiological abnormalities of the metabolic syndrome. Diabetes 53, 1900–1904 (2004).
Kagawa, S. et al. Impact of SRC homology 2-containing inositol 5′-phosphatase 2 gene polymorphisms detected in a Japanese population on insulin signaling. J. Clin. Endocrinol. Metab. 90, 2911–2919 (2005).
Prudente, S. et al. The functional Q84R polymorphism of mammalian Tribbles homolog TRB3 is associated with insulin resistance and related cardiovascular risk in Caucasians from Italy. Diabetes 54, 2807–2811 (2005).
Wee, L. C., Bochenski, J., Hu, J., Krowleski, A. S. & Kulkarni, R. N. Effects of TRB3 on β-cell insulin exocytosis. In Proc. 68th Scientific Sessions of the American Diabetes Association, San Francisco, CA, 2008, 186-OR.
Prudente, S. et al. The TRIB3 Q84R polymorphism and risk of early-onset type 2 diabetes. J. Clin. Endocrinol. Metab. 94, 190–196 (2009).
Menzaghi, C., Trischitta, V. & Doria, A. Genetic influences of adiponectin on insulin resistance, type 2 diabetes, and cardiovascular disease. Diabetes 56, 1198–1209 (2007).
Hivert, M. F. et al. Common variants in the adiponectin gene (ADIPOQ) associated with plasma adiponectin levels, type 2 diabetes, and diabetes-related quantitative traits: the Framingham Offspring Study. Diabetes 57, 3353–3359 (2008).
Hivert, M. F. et al. Association of variants in RETN with plasma resistin levels and diabetes-related traits in the Framingham Offspring Study. Diabetes 58, 750–756 (2009).
Stentz, F. B. & Kitabchi, A. E. Transcriptome and proteome expressions involved in insulin resistance in muscle and activated T-lymphocytes of patients with type 2 diabetes. Genomics Proteomics Bioinformatics 5, 216–235 (2007).
Frittitta, L. et al. PC-1 content in skeletal muscle of nonobese, nondiabetic subjects: Relationship to insulin receptor tyrosine kinase and whole body insulin sensitivity. Diabetologia 39, 1190–1195 (1996).
Frittitta, L. et al. Increased adipose tissue PC-1 protein content, but not tumor necrosis factor-alpha gene expression, is associated with a reduction of both whole body insulin sensitivity and insulin receptor tyrosine-kinase activity. Diabetologia 40, 282–289 (1997).
Frittitta, L. et al. Elevated PC-1 content in cultured skin fibroblasts correlates with decreased in vivo and in vitro insulin action in non diabetic subjects: Evidence that PC-1 may be an intrinsic factor in impaired insulin receptor signaling. Diabetes 47, 1095–1100 (1998).
Costanzo, B. V. et al. The Q allele variant (GLN121) of membrane glycoprotein PC-1 interacts with the insulin receptor and inhibits insulin signaling more effectively than the common K allele variant (LYS121). Diabetes 50, 831–836 (2001).
Gu, H. F. et al. Association between the human glycoprotein PC-1 gene and elevated glucose and insulin levels in a paired-sibling analysis. Diabetes 49, 1601–1603 (2000).
Kubaszek, A., Pihlajamäki, J., Karhapää, P., Vauhkonen, I. & Laakso, M. The K121Q polymorphism of the PC-1 gene is associated with insulin resistance but not with dyslipidemia. Diabetes Care 26, 464–467 (2003).
Baratta, R. et al. Role of the ENPP1 K121Q polymorphism in glucose homeostasis. Diabetes 57, 3360–3364 (2008).
Stolerman, E. S. et al. Haplotype structure of the ENPP1 gene and nominal association of the K121Q missense single nucleotide polymorphism with glycemic traits in the Framingham Heart Study. Diabetes 57, 1971–1977 (2008).
Rasmussen, S. K. et al. The K121Q variant of the human PC-1 gene is not associated with insulin resistance or type 2 diabetes among Danish Caucasians. Diabetes 49, 1608–1611 (2000).
Bacci, S., De Cosmo, S., Prudente, S. & Trischitta, V. ENPP1 gene, insulin resistance and related clinical outcomes. Curr. Opin. Clin. Nutr. Metab. Care 10, 403–409 (2007).
Abate, N. et al. ENPP1/PC-1 K121Q polymorphism and genetic susceptibility to type 2 diabetes. Diabetes 54, 1207–1213 (2005).
Bacci, S. et al. The K121Q polymorphism of the ENPP1/PC-1 gene is associated with insulin resistance/atherogenic phenotypes, including earlier onset of type 2 diabetes and myocardial infarction. Diabetes 54, 3021–3025 (2005).
De Cosmo, S. et al. Association of the Q121 variant of ENPP1 gene with decreased kidney function among patients with type 2 diabetes. Am. J. Kidney Dis. 53, 273–280 (2009).
Meyre, D. et al. Variants of ENPP1 are associated with childhood and adult obesity and increase the risk of glucose intolerance and type 2 diabetes. Nat. Genet. 37, 863–867 (2005).
Bochenski, J. et al. New polymorphism of ENPP1 (PC-1) is associated with increased risk of type 2 diabetes among obese individuals. Diabetes 55, 2626–2630 (2006).
Cauchi, S. et al. The genetic susceptibility to type 2 diabetes may be modulated by obesity status: implications for association studies. BMC Med. Genet. 22, 45 (2008).
Moore, A. F. et al. The association of ENPP1 K121Q with diabetes incidence is abolished by lifestyle modification in the diabetes prevention program. J. Clin. Endocrinol. Metab. 94, 449–455 (2009).
Matsuoka, N. et al. Association of K121Q polymorphism in ENPP1 (PC-1) with BMI in Caucasian and African-American adults. Int. J. Obes. 30, 233–237 (2006).
Prudente, S. et al. The Q121/Q121 genotype of ENPP1/PC-1 is associated with lower BMI in non-diabetic Caucasians. Obesity 15, 1–4 (2007).
Morandi, A. et al. The Q121 variant of ENPP1 may protect from childhood overweight/obesity in the Italian population. Obesity 17, 202–206 (2009).
Bluher, M. et al. Adipose tissue selective insulin receptor knockout protects against obesity and obesity-related glucose intolerance. Dev. Cell 3, 25–38 (2002).
Swinburn, B. A. et al. Insulin resistance associated with lower rates of weight gain in Pima Indians. J. Clin. Invest. 88, 168–173 (1991).
Liang, J., Fu, M., Ciociola, E., Chandalia, M. & Abate, N. Role of ENPP1 on adipocyte maturation. PLoS ONE 12, e882 (2007).
Grarup, N. et al. Studies of the relationship between the ENPP1 K121Q polymorphism and type 2 diabetes, insulin resistance and obesity in 7,333 Danish white subjects. Diabetologia 49, 2097–2104 (2006).
Böttcher, Y. et al. ENPP1 variants and haplotypes predispose to early onset obesity and impaired glucose and insulin metabolism in German obese children. J. Clin. Endocrinol. Metab. 91, 4948–4952 (2006).
Meyre, D. et al. ENPP1 K121Q polymorphism and obesity, hyperglycaemia and type 2 diabetes in the prospective DESIR Study. Diabetologia 50, 2090–2096 (2007).
González-Sánchez, J. L. et al. Association of ENPP1 (PC-1) K121Q polymorphism with obesity-related parameters in subjects with metabolic syndrome. Clin. Endocrinol. 68, 724–729 (2008).
Tanyolaç, S., Mahley, R. W., Hodoglugil, U. & Goldfine, I. D. Gender differences in the relationship of ENPP1/PC-1 variants to obesity in a Turkish population. Obesity 16, 2468–2471 (2008).
El Achhab, Y. et al. Association of the ENPP1 K121Q polymorphism with type 2 diabetes and obesity in the Moroccan population. Diabetes Metab. 35, 37–42 (2009).
Stefan, N. et al. Metabolic effects of the Gly1057Asp polymorphism in IRS-2 and interactions with Obesity. Diabetes 6, 1544–1550 (2003).
Almind, K., Inoue, G., Pedersen, O. & Kahn, C. R. A common 256 amino acid polymorphism in insulin receptor substrate-1 causes 257 impaired insulin signaling. Evidence from transfection studies. J. Clin. Invest. 97, 2569–2575 (1996).
Hribal, M. L. et al. The Gly3Arg972 amino acid polymorphism in insulin receptor substrate-1 affects glucose metabolism in skeletal muscle cells. J. Clin. Endocrinol. Metab. 85, 2004–2013 (2000).
Sesti, G. et al. Defects of the insulin receptor substrate (IRS) system in human metabolic disorders. FASEB J. 15, 2099–2111 (2001).
Porzio, O. et al. The Gly9723Arg amino acid polymorphism in IRS-1 impairs insulin secretion in pancreatic beta cells. J. Clin. Invest. 104, 357–364 (1999).
Marchetti, P. et al. Insulin secretory function is impaired in isolated human islets carrying the 260 Gly9723Arg IRS-1 polymorphism. Diabetes 51, 1419–1424 (2002).
Marini, M. A. et al. The Arg972 variant in insulin receptor substrate-1 is associated with an atherogenic profile in offspring of type 2 diabetic patients. J. Clin. Endocrinol. Metab.88, 3368–3371 (2003).
Stumvoll, M. 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 50, 882–885 (2001).
Hribal, M. L. et al. Transgenic mice overexpressing human G972R IRS-1 show impaired insulin action and insulin secretion. J. Cell. Mol. Med. 12, 2096–2106 (2008).
Zeggini, E. et al. Association studies of insulin receptor substrate 1 gene (IRS1) variants in type 2 diabetes samples enriched for family history and early age of onset. Diabetes 53, 3319–3322 (2004).
Florez, J. C. et al. Association testing in 9,000 people fails to confirm the association of the insulin receptor substrate-1 G972R polymorphism with type 2 diabetes. Diabetes 53, 3313–3318 (2004).
van Dam, R. M. et al. The insulin receptor substrate-1 Gly972Arg polymorphism is not associated with Type 2 diabetes mellitus in two population-based studies. Diabet. Med. 21, 752–758 (2004).
Jellema, A., Zeegers, M. P., Feskens, E. J., Dagnelie, P. C. & Mensink, R. P. Gly972Arg variant in the insulin receptor substrate-1 gene and association with type 2 diabetes: a meta-analysis of 27 studies. Diabetologia 46, 990–995 (2003).
Körner, A., Berndt, J., Stumvoll, M., Kiess, W. & Kovacs, P. TCF7L2 gene polymorphisms confer an increased risk for early impairment of glucose metabolism and increased height in obese children. J. Clin. Endocrinol. Metab. 92, 1956–1960 (2007).
Myocardial Infarction Genetics Consortium et al. Genome-wide association of early-onset myocardial infarction with single nucleotide polymorphisms and copy number variants. Nat. Genet. 41, 334–341 (2009).
Du, K., Herzig, S., Kulkarni, R. N. & Montminy, M. TRB3: a tribbles homolog that inhibits Akt/PKB activation by insulin in liver. Science 6, 1574–1577 (2003).
Koo, S. H. et al. PGC-1 promotes insulin resistance in liver through PPAR-alpha-dependent induction of TRB-3. Nat. Med. 10, 530–534 (2004).
Iynedjian, P. B. et al. Lack of evidence for a role of TRB3/NIPK as an inhibitor of PKB-mediated insulin signalling in primary hepatocytes. Biochem. J. 386, 113–118 (2005).
Andreozzi, F. et al. TRIB3 R84 variant is associated with impaired insulin mediated nitric oxide production in human endothelial cells. Arterioscler. Thromb. Vasc. Biol. 28, 1355–1360 (2008).
Gong, H. P. et al. TRIB3 Functional Q84R polymorphism is a risk factor for metabolic syndrome and carotid atherosclerosis. Diabetes Care 32, 1311–1313 (2009).
Rutter, M. K. et al. Insulin resistance, the metabolic syndrome and incident cardiovascular events in the Framingham offspring study. Diabetes 54, 3252–3257 (2005).
Alexander, C. M. et al. NCEP-defined metabolic Syndrome, diabetes and prevalence of coronary heart disease among NHANES III participants age 50 years and older. Diabetes 52, 1210–1214 (2003).
Chen, J. et al. The metabolic syndrome and chronic kidney disease in U. S. adults. Ann. Intern. Med. 140, 167–174 (2004).
De Cosmo, S. et al. Increased urinary albumin excretion, insulin resistance, and related cardiovascular risk factors in patients with type 2 diabetes: evidence of a sex-specific association. Diabetes Care 28, 910–915 (2005).
De Cosmo, S. et al. Insulin resistance and the cluster of abnormalities related to the metabolic syndrome are associated with reduced glomerular filtration rate in patients with type 2 diabetes. Diabetes Care 29, 432–434 (2006).
Howard, G. et al. Insulin sensitivity and atherosclerosis. Circulation 93, 1809–1817 (1996).
Muniyappa, R., Montagnani, M., Koh, K. K. & Quon, M. J. Cardiovascular actions of insulin. Endocr. Rev. 28, 463–491 (2007).
Endler, G. et al. The K121Q polymorphism in the plasma cell membrane glycoprotein 1 gene predisposes to early myocardial infarction. J. Mol. Med. 80, 791–795 (2002).
Baroni, M. G. et al. A common mutation of the insulin receptor substrate-1 gene is a risk factor for coronary artery disease. Arterioscler. Thromb. Vasc. Biol. 19, 2975–2980 (1999).
Bacci, S. et al. ENPP1 Q121 variant, increased pulse pressure and reduced insulin signaling, and nitric oxide synthase activity in endothelial cells. Arterioscler. Thromb. Vasc. Biol. 29, 1678–1683 (2009).
Strohmer, B., Reiter, R., Hölzl, B. & Paulweber, B. Lack of association of the Gly972Arg mutation of the insulin receptor substrate-1 gene with coronary artery disease in the Austrian population. J. Intern. Med. 255, 146–147 (2004).
De Cosmo, S. et al. Glutamine to arginine substitution at amino acid 84 of mammalian tribbles homolog TRIB3 and CKD in whites with type 2 diabetes. Am. J. Kidney Dis. 50, 688–689 (2007).
Panza, J. A., Quyyumi, A. A, Brush, J. E. Jr & Epstein, S. E. Abnormal endothelium-dependent vascular relaxation in patients with essential hypertension. N. Engl. J. Med. 323, 22–27 (1990).
Pinkney, J. H., Stehouwer, C. D., Coppack, S. W. & Yudkin, J. S. Endothelial dysfunction: cause of the insulin resistance syndrome. Diabetes 46 (Suppl. 2), S9–S13 (1997).
Zeng, G. et al. Roles for insulin receptor, PI3-kinase, and Akt in insulin signaling pathways related to production of nitric oxide in human vascular endothelial cells. Circulation 101, 1539–1545 (2000).
Kuboki, K. et al. Regulation of endothelial constitutive nitric oxide synthase gene expression in endothelial cells and in vivo: a specific vascular action of insulin. Circulation 101, 676–681 (2000).
Howard, G. et al. Insulin sensitivity and atherosclerosis. Circulation 93, 1809–1817 (1996).
Federici, M. et al. G972R IRS-1 variant impairs insulin regulation of endothelial nitric oxide synthase in cultured human endothelial cells. Circulation 109, 399–405 (2004).
Risch, N. & Teng, J. The relative power of family-based and case-control designs for linkage disequilibrium studies of complex human diseases I. DNA pooling. Genome Res. 8, 1273–1288 (1998).
Risch, N. J. Searching for genetic determinants in the new millennium. Nature 405, 847–856 (2000).
Li, M., Boehnke, M. & Abecasis, G. R. Efficient study designs for test of genetic association using sibship data and unrelated cases and controls. Am. J. Hum. Genet. 78, 778–792 (2006).
Eeles, R. A. et al. Multiple newly identified loci associated with prostate cancer susceptibility. Nat. Genet. 40, 316–321 (2008).
Timpson, N. J. et al. Adiposity-related heterogeneity in patterns of type 2 diabetes susceptibility observed in genome-wide association data. Diabetes 58, 505–510 (2009).
Ober, C., Loisel, D. A. & Gilad, Y. Sex-specific genetic architecture of human disease. Nat. Rev. Genet. 9, 911–922 (2008).
Bruning, J. C. et al. Role of brain insulin receptor in control of body weight and reproduction. Science 289, 2122–2125 (2000).
Klaman, L. D. et al. Increased energy expenditure decreased adiposity and tissue-specific insulin sensitivity in protein tyrosine phosphatase 1B deficient mice. Mol. Cell. Biol. 20, 5479–5489 (2000).
Prudente, S. et al. A functional variant of the adipocyte glycerol channel aquaporin 7 gene is associated with obesity and related metabolic abnormalities. Diabetes 56, 1468–1474 (2007).
Shifman, S. et al. Genome-wide association identifies a common variant in the reelin gene that increases the risk of schizophrenia only in women. PLoS Genet. 4, e28 (2008).
Helgadottir, A. et al. A variant of the gene encoding leukotriene A4 hydrolase confers ethnicity-specific risk of myocardial infarction. Nat. Genet. 38, 68–74 (2006).
Kaput, J. & Dawson, K. Complexity of type 2 diabetes mellitus data sets emerging from nutrigenomic research: a case for dimensionality reduction? Mutat. Res. 622, 19–32 (2007).
Luan, J. et al. Evidence for gene-nutrient interaction at the PPARgamma locus. Diabetes 50, 686–689 (2001).
Franks, P. W. et al. Does peroxisome proliferator-activated receptor gamma genotype (Pro12ala) modify the association of physical activity and dietary fat with fasting insulin level? Metabolism 53, 11–16 (2004).
Memisoglu, A. et al. Interaction between a peroxisome proliferator-activated receptor gamma gene polymorphism and dietary fat intake in relation to body mass. Hum. Mol. Genet. 12, 2923–2929 (2003).
Salanti, G. et al. Underlying genetic models of inheritance in established type 2 diabetes associations. Am. J. Epidemiol. 170, 537–545 (2009).
Motsinger, A. A. & Ritchie, M. D. Multifactor dimensionality reduction: an analysis strategy for modeling and detecting gene-gene interactions in human genetics and pharmacogenomics studies. Hum. Genomics 2, 318–328 (2006).
Ritchie, M. D. Bioinformatics approaches for detecting gene-gene and gene-environment interactions in studies of human disease. Neurosurg. Focus 19, E2 (2005).
Perry, J. R. et al. Interrogating type 2 diabetes genome-wide association data using biological pathway-based approach. Diabetes 58, 1463–1467 (2009).
Sookoian, S., Gianotti, T. F., Schuman, M. & Pirola, C. J. Gene prioritization based on biological plausibility over genome wide association studies renders new loci associated with type 2 diabetes. Genet. Med. 11, 338–343 (2009).
The International Schizophrenia Consortium. Common polygenic variation contributes to risk of schizophrenia and bipolar disorder. Nature 460, 749–752 (2009).
Biddinger, S. B. &. Kahn, C. R. From mice to men: insights into the insulin resistance syndromes. Annu. Rev. Physiol. 68, 123–158 (2006).
Ando, A. et al. A complex of GRB2-dynamin binds to tyrosine-phosphorylated insulin receptor substrate-1 after insulin treatment. EMBO J. 13, 3033–3038 (1994).
Bernal-Mizrachi, E. et al. Defective insulin secretion and increased susceptibility to experimental diabetes are induced by reduced Akt activity in pancreatic islet beta cells. J. Clin. Invest. 114, 928–936 (2004).
National Diabetes Data Group. Classification and diagnosis of diabetes mellitus and other categories of glucose intolerance. Diabetes 28, 1039–1057 (1979).
Acknowledgements
This work was partly supported by the Italian Ministry of Health (“Ricerca Corrente 2007, 2008 and 2009” to S. P. and V. T.) and by Fondazione Roma (“Sostegno alla ricerca scientifica biomedica 2008” to V. T.).
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Competing interests
The authors declare no competing financial interests.
Rights and permissions
About this article
Cite this article
Prudente, S., Morini, E. & Trischitta, V. Insulin signaling regulating genes: effect on T2DM and cardiovascular risk. Nat Rev Endocrinol 5, 682–693 (2009). https://doi.org/10.1038/nrendo.2009.215
Issue Date:
DOI: https://doi.org/10.1038/nrendo.2009.215
This article is cited by
-
Mechanistic insights of soluble uric acid-induced insulin resistance: Insulin signaling and beyond
Reviews in Endocrine and Metabolic Disorders (2023)
-
Phase separation of insulin receptor substrate 1 drives the formation of insulin/IGF-1 signalosomes
Cell Discovery (2022)
-
Evaluation of organ glucose metabolism by 18F-FDG accumulation with insulin loading in aged mice compared with young normal mice
Scientific Reports (2021)
-
l-Leucine and NO-mediated cardiovascular function
Amino Acids (2015)
-
Proliferator-activated receptor gamma Pro12Ala interacts with the insulin receptor substrate 1 Gly972Arg and increase the risk of insulin resistance and diabetes in the mixed ancestry population from South Africa
BMC Genetics (2014)