Impact of single nucleotide polymorphisms and of clinical risk factors on new‐onset diabetes mellitus in HIV‐infected individuals.

BACKGROUND Metabolic complications, including cardiovascular events and diabetes mellitus (DM), are a major long-term concern in human immunodeficiency virus (HIV)-infected individuals. Recent genome-wide association studies have reliably associated multiple single nucleotide polymorphisms (SNPs) to DM in the general population. METHODS We evaluated the contribution of 22 SNPs identified in genome-wide association studies and of longitudinally measured clinical factors to DM. We genotyped all 94 white participants in the Swiss HIV Cohort Study who developed DM from 1 January 1999 through 31 August 2009 and 550 participants without DM. Analyses were based on 6054 person-years of follow-up and 13,922 measurements of plasma glucose. RESULTS The contribution to DM risk explained by SNPs (14% of DM variability) was larger than the contribution to DM risk explained by current or cumulative exposure to different antiretroviral therapy combinations (3% of DM variability). Participants with the most unfavorable genetic score (representing 12% and 19% of the study population, respectively, when applying 2 different genetic scores) had incidence rate ratios for DM of 3.80 (95% confidence interval [CI], 2.05-7.06) and 2.74 (95% CI, 1.53-4.88), respectively, compared with participants with a favorable genetic score. However, addition of genetic data to clinical risk factors that included body mass index only slightly improved DM prediction. CONCLUSIONS In white HIV-infected persons treated with antiretroviral therapy, the DM effect of genetic variants was larger than the potential toxic effects of antiretroviral therapy. SNPs contributed significantly to DM risk, but their addition to a clinical model improved DM prediction only slightly, similar to studies in the general population.

[1]  Alan Agresti,et al.  Categorical Data Analysis , 2003 .

[2]  H. Stefánsson,et al.  Variant of transcription factor 7-like 2 (TCF7L2) gene confers risk of type 2 diabetes , 2006, Nature Genetics.

[3]  Jean Tichet,et al.  A Polymorphism Within the G6PC2 Gene Is Associated with Fasting Plasma Glucose Levels , 2008, Science.

[4]  K. Narayan,et al.  Clinical risk factors, DNA variants, and the development of type 2 diabetes. , 2009, The New England journal of medicine.

[5]  O. Kirk,et al.  Class of antiretroviral drugs and the risk of myocardial infarction. , 2007, The New England journal of medicine.

[6]  C. Hoggart,et al.  Genome-wide association analysis of metabolic traits in a birth cohort from a founder population , 2008, Nature Genetics.

[7]  S. Cole,et al.  Cumulative exposure to nucleoside analogue reverse transcriptase inhibitors is associated with insulin resistance markers in the Multicenter AIDS Cohort Study , 2005, AIDS.

[8]  Hang Lee,et al.  Increased acute myocardial infarction rates and cardiovascular risk factors among patients with human immunodeficiency virus disease. , 2007, The Journal of clinical endocrinology and metabolism.

[9]  A. Telenti,et al.  Dyslipidemia in HIV-infected individuals: from pharmacogenetics to pharmacogenomics. , 2010, Pharmacogenomics.

[10]  Alberto Piazza,et al.  Genome-wide association of early-onset myocardial infarction with single nucleotide polymorphisms and copy number variants , 2009, Nature Genetics.

[11]  M. McCarthy,et al.  Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes , 2008, Nature Genetics.

[12]  Christian Gieger,et al.  New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk , 2010, Nature Genetics.

[13]  R. Greenblatt,et al.  Protease Inhibitor Use and the Incidence of Diabetes Mellitus in a Large Cohort of HIV‐Infected Women , 2003, Journal of acquired immune deficiency syndromes.

[14]  M. Battegay,et al.  Hierarchical modeling gave plausible estimates of associations between metabolic syndrome and components of antiretroviral therapy. , 2009, Journal of clinical epidemiology.

[15]  J. Gulcher,et al.  A variant in CDKAL1 influences insulin response and risk of type 2 diabetes , 2007, Nature Genetics.

[16]  M. Rieder,et al.  Common Missense Variant in the Glucokinase Regulatory Protein Gene Is Associated With Increased Plasma Triglyceride and C-Reactive Protein but Lower Fasting Glucose Concentrations , 2008, Diabetes.

[17]  A. Telenti,et al.  Modeling the influence of APOC3, APOE, and TNF polymorphisms on the risk of antiretroviral therapy-associated lipid disorders. , 2005, The Journal of infectious diseases.

[18]  Matthias Cavassini,et al.  Contribution of Genome-Wide Significant Single-Nucleotide Polymorphisms and Antiretroviral Therapy to Dyslipidemia in HIV-Infected Individuals: A Longitudinal Study , 2009, Circulation. Cardiovascular genetics.

[19]  M. Permutt,et al.  Post Genome-Wide Association Studies of Novel Genes Associated with Type 2 Diabetes Show Gene-Gene Interaction and High Predictive Value , 2008, PloS one.

[20]  L. Groop,et al.  Variants in KCNQ1 are associated with susceptibility to type 2 diabetes mellitus , 2008, Nature Genetics.

[21]  M. Egger,et al.  Factors associated with the incidence of type 2 diabetes mellitus in HIV-infected participants in the Swiss HIV Cohort Study. , 2007, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[22]  G. Beunen,et al.  Anthropometry, carbohydrate and lipid metabolism in the East Flanders Prospective Twin Survey: heritabilities , 2007, Diabetologia.

[23]  J. Beckmann,et al.  Contribution of 20 single nucleotide polymorphisms of 13 genes to dyslipidemia associated with antiretroviral therapy , 2007, Pharmacogenetics and genomics.

[24]  S. Grinspoon,et al.  Fasting hyperinsulinemia and changes in regional body composition in human immunodeficiency virus-infected women. , 1999, The Journal of clinical endocrinology and metabolism.

[25]  Nina Friis-Møller,et al.  Incidence and Risk Factors for New-Onset Diabetes in HIV-Infected Patients , 2008, Diabetes Care.

[26]  G. Abecasis,et al.  A Genome-Wide Association Study of Type 2 Diabetes in Finns Detects Multiple Susceptibility Variants , 2007, Science.

[27]  Simon C. Potter,et al.  Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls , 2007, Nature.

[28]  R. D'Agostino,et al.  Genotype score in addition to common risk factors for prediction of type 2 diabetes. , 2008, The New England journal of medicine.

[29]  David A. Cooper,et al.  A syndrome of peripheral lipodystrophy, hyperlipidaemia and insulin resistance in patients receiving HIV protease inhibitors , 1998, AIDS.

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

[31]  D. Gudbjartsson,et al.  Two variants on chromosome 17 confer prostate cancer risk, and the one in TCF2 protects against type 2 diabetes , 2007, Nature Genetics.

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

[33]  J. Shaw,et al.  Follow-up report on the diagnosis of diabetes mellitus. , 2003, Diabetes care.

[34]  Christian Gieger,et al.  Loci influencing lipid levels and coronary heart disease risk in 16 European population cohorts , 2009, Nature Genetics.

[35]  Judy H. Cho,et al.  Finding the missing heritability of complex diseases , 2009, Nature.

[36]  T. Hansen,et al.  SNPs in KCNQ1 are associated with susceptibility to type 2 diabetes in East Asian and European populations , 2008, Nature Genetics.

[37]  S. Cole,et al.  Antiretroviral therapy exposure and incidence of diabetes mellitus in the Women's Interagency HIV Study , 2007, AIDS.

[38]  M. McCarthy,et al.  Replication of Genome-Wide Association Signals in UK Samples Reveals Risk Loci for Type 2 Diabetes , 2007, Science.

[39]  Stephen R Cole,et al.  Antiretroviral therapy and the prevalence and incidence of diabetes mellitus in the multicenter AIDS cohort study. , 2005, Archives of internal medicine.