The ENPP1 K121Q Polymorphism Is Associated With Type 2 Diabetes in European Populations

OBJECTIVE—Functional studies suggest that the nonsynonymous K121Q polymorphism in the ectoenzyme nucleotide pyrophosphate phosphodiesterase 1 (ENPP1) may confer susceptibility to insulin resistance; genetic evidence on its effect on type 2 diabetes, however, has been conflicting. We therefore conducted a new meta-analysis that includes novel unpublished data from the ENPP1 Consortium and recent negative findings from large association studies to address the contribution of K121Q to type 2 diabetes. RESEARCH DESIGN AND METHODS—After a systematic review of the literature, we evaluated the effect of ENPP1 K121Q on diabetes risk under three genetic models using a random-effects approach. Our primary analysis consisted of 30 studies comprising 15,801 case and 26,241 control subjects. Due to considerable heterogeneity and large differences in allele frequencies across populations, we limited our meta-analysis to those of self-reported European descent and, when available, included BMI as a covariate. RESULTS—We found a modest increase in risk of type 2 diabetes for QQ homozygotes in white populations (combined odds ratio [OR] 1.38 [95% CI 1.10–1.74], P = 0.005). There was no evidence of publication bias, but we noted significant residual heterogeneity among studies (P = 0.02). On meta-regression, 16% of the effect was accounted for by the mean BMI of control subjects. This association was stronger in studies in which control subjects were leaner but disappeared after adjustment for mean control BMI (combined OR 0.93 [95% CI 0.75–1.15], P = 0.50). CONCLUSIONS—The ENPP1 Q121 variant increases risk of type 2 diabetes under a recessive model of inheritance in whites, an effect that appears to be modulated by BMI.

[1]  S. De Cosmo,et al.  ENPP1 gene, insulin resistance and related clinical outcomes , 2007, Current opinion in clinical nutrition and metabolic care.

[2]  T. Hansen,et al.  Association of the calpain-10 gene with type 2 diabetes in Europeans: results of pooled and meta-analyses. , 2006, Molecular genetics and metabolism.

[3]  R. Vigneri,et al.  Increased adipose tissue PC-1 protein content, but not tumour necrosis factor-a gene expression, is associated with a reduction of both whole body insulin sensitivity and insulin receptor tyrosine-kinase activity , 1997, Diabetologia.

[4]  R. Terkeltaub,et al.  Increased hepatic levels of the insulin receptor inhibitor, PC-1/NPP1, induce insulin resistance and glucose intolerance. , 2005, Diabetes.

[5]  F. Collins,et al.  Screening of 134 Single Nucleotide Polymorphisms (SNPs) Previously Associated With Type 2 Diabetes Replicates Association With 12 SNPs in Nine Genes , 2007, Diabetes.

[6]  D. Altshuler,et al.  The inherited basis of diabetes mellitus: implications for the genetic analysis of complex traits. , 2003, Annual review of genomics and human genetics.

[7]  T. Hudson,et al.  A genome-wide association study identifies novel risk loci for type 2 diabetes , 2007, Nature.

[8]  Eric S. Lander,et al.  The common PPARγ Pro12Ala polymorphism is associated with decreased risk of type 2 diabetes , 2000, Nature Genetics.

[9]  G Scarlato,et al.  A polymorphism (K121Q) of the human glycoprotein PC-1 gene coding region is strongly associated with insulin resistance. , 1999, Diabetes.

[10]  J. Florez,et al.  Genetic susceptibility to type 2 diabetes and implications for antidiabetic therapy. , 2008, Annual review of medicine.

[11]  V. Trischitta,et al.  The Pleiotropic Effect of the ENPP1 (PC-1) Gene on Insulin Resistance, Obesity, and Type 2 Diabetes , 2006 .

[12]  Nicola Abate,et al.  Ethnic differences in the frequency of ENPP1/PC1 121Q genetic variant in the Dallas Heart Study cohort. , 2007, Journal of diabetes and its complications.

[13]  W. G. Cochran The combination of estimates from different experiments. , 1954 .

[14]  J. Ioannidis,et al.  Replication validity of genetic association studies , 2001, Nature Genetics.

[15]  Stephen B. Johnson,et al.  Association of K121Q polymorphism in ENPP1 (PC-1) with BMI in Caucasian and African-American adults , 2006, International Journal of Obesity.

[16]  David M Nathan,et al.  Effects of the type 2 diabetes-associated PPARG P12A polymorphism on progression to diabetes and response to troglitazone. , 2007, The Journal of clinical endocrinology and metabolism.

[17]  G. Reaven,et al.  Membrane glycoprotein PC-1 and insulin resistance in non-insulin-dependent diabetes mellitus , 1995, Nature.

[18]  M. McCarthy,et al.  No Evidence of Association of ENPP1 Variants With Type 2 Diabetes or Obesity in a Study of 8,089 U.K. Caucasians , 2006, Diabetes.

[19]  B. Balkau,et al.  ENPP1 K121Q polymorphism and obesity, hyperglycaemia and type 2 diabetes in the prospective DESIR Study , 2007, Diabetologia.

[20]  J. Clemmesen On the age distribution of cancer of the lung. , 1954, Acta - Unio Internationalis Contra Cancrum.

[21]  J. Manson,et al.  Are variants in the CAPN10 gene related to risk of type 2 diabetes? A quantitative assessment of population and family-based association studies. , 2004, American journal of human genetics.

[22]  E. Lander,et al.  Meta-analysis of genetic association studies supports a contribution of common variants to susceptibility to common disease , 2003, Nature Genetics.

[23]  I. Goldfine,et al.  Membrane glycoprotein PC-1 inhibition of insulin receptor function occurs via direct interaction with the receptor alpha-subunit. , 2000, Diabetes.

[24]  A. Doria,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. , 2005, Diabetes.

[25]  A. Minenna,et al.  Heterogeneous Effect of Peroxisome Proliferator‐activated Receptor γ2 Ala12 Variant on Type 2 Diabetes Risk , 2007, Obesity.

[26]  D. Accili,et al.  Overexpression of the insulin receptor inhibitor PC-1/ENPP1 induces insulin resistance and hyperglycemia. , 2006, American journal of physiology. Endocrinology and metabolism.

[27]  P. Wilson,et al.  A genome scan for loci linked to quantitative insulin traits in persons without diabetes: the Framingham Offspring Study , 2003, Diabetologia.

[28]  B. Maddux,et al.  Membrane Glycoprotein PC1 Inhibition of Insulin Receptor Function Occurs Via Direct Interaction With the Receptor-Subunit , 1999 .

[29]  Marcia M. Nizzari,et al.  Genome-Wide Association Analysis Identifies Loci for Type 2 Diabetes and Triglyceride Levels , 2007, Science.

[30]  M. Stumvoll,et al.  ENPP1 variants and haplotypes predispose to early onset obesity and impaired glucose and insulin metabolism in German obese children. , 2006, The Journal of clinical endocrinology and metabolism.

[31]  R. Vigneri,et al.  Elevated PC-1 content in cultured skin fibroblasts correlates with decreased in vivo and in vitro insulin action in nondiabetic subjects: evidence that PC-1 may be an intrinsic factor in impaired insulin receptor signaling. , 1998, Diabetes.

[32]  T. Hansen,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 , 2006, Diabetologia.

[33]  G. Reaven Role of Insulin Resistance in Human Disease , 1988, Diabetes.

[34]  S. Grundy,et al.  Mechanisms of Disease: ectonucleotide pyrophosphatase phosphodiesterase 1 as a 'gatekeeper' of insulin receptors , 2006, Nature Clinical Practice Endocrinology &Metabolism.

[35]  R. Holle,et al.  Meta-analysis and a large association study confirm a role for calpain-10 variation in type 2 diabetes susceptibility. , 2003, American journal of human genetics.

[36]  A. Pizzuti,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). , 2001, Diabetes.

[37]  B. Zinman,et al.  Absence of association of type 2 diabetes with CAPN10 and PC-1 polymorphisms in Oji-Cree. , 2001, Diabetes care.

[38]  M. Daly,et al.  Common Variants in the ENPP1 Gene Are Not Reproducibly Associated With Diabetes or Obesity , 2006, Diabetes.

[39]  Chiara Sabatti,et al.  Human genetics: Variants in common diseases , 2007, Nature.

[40]  V. Mohan,et al.  ENPP1/PC-1 K121Q polymorphism and genetic susceptibility to type 2 diabetes. , 2005, Diabetes.

[41]  K. Clément,et al.  Variants of ENPP1 are associated with childhood and adult obesity and increase the risk of glucose intolerance and type 2 diabetes , 2005, Nature Genetics.

[42]  K. Hamaguchi,et al.  The PC-1 Q121 allele is exceptionally prevalent in the Dominican Republic and is associated with type 2 diabetes. , 2004, The Journal of clinical endocrinology and metabolism.

[43]  N. Abate,et al.  The Q121/Q121 Genotype of ENPP1/PC‐1 Is Associated with Lower BMI in Non‐diabetic Whites , 2007, Obesity.

[44]  K. Wanic,et al.  New Polymorphism of ENPP1 (PC-1) Is Associated With Increased Risk of Type 2 Diabetes Among Obese Individuals , 2006, Diabetes.