TY - JOUR
T1 - Epigenome-wide association study of fasting measures of glucose, insulin, and homa-ir in the genetics of lipid lowering drugs and diet network study
AU - Hidalgo, Bertha
AU - Irvin, M. Ryan
AU - Sha, Jin
AU - Zhi, Degui
AU - Aslibekyan, Stella
AU - Absher, Devin
AU - Tiwari, Hemant K.
AU - Kabagambe, Edmond K.
AU - Ordovas, Jose M.
AU - Arnett, Donna K.
PY - 2014/2
Y1 - 2014/2
N2 - Known genetic susceptibility loci for type 2 diabetes (T2D) explain only a small proportion of heritable T2D risk. We hypothesize that DNA methylation patterns may contribute to variation in diabetes-related risk factors, and this epigenetic variation across the genome can contribute to the missing heritability in T2D and related metabolic traits. We conducted an epigenome-wide association study for fasting glucose, insulin, and homeostasis model assessment of insulin resistance (HOMA-IR) among 837 nondiabetic participants in the Genetics of Lipid Lowering Drugs and Diet Network study, divided into discovery (N = 544) and replication (N = 293) stages. Cytosine guanine dinucleotide (CpG) methylation at ;470,000 CpG sites was assayed in CD4+ T cells using the Illumina Infinium HumanMethylation 450 Beadchip. We fit a mixed model with the methylation status of each CpG as the dependent variable, adjusting for age, sex, study site, and T-cell purity as fixed-effects and family structure as a random-effect. A Bonferroni corrected P value of 1.1 3 1027 was considered significant in the discovery stage. Significant associations were tested in the replication stage using identical models. Methylation of a CpG site in ABCG1 on chromosome 21 was significantly associated with insulin (P = 1.83 3 1027) and HOMA-IR (P = 1.60 3 1029). Another site in the same gene was significant for HOMA-IR and of borderline significance for insulin (P = 1.29 3 1027 and P = 3.36 3 1026, respectively). Associations with the top two signals replicated for insulin and HOMA-IR (P = 5.75 3 1023 and P = 3.35 3 1022, respectively). Our findings suggest that methylation of a CpG site within ABCG1 is associated with fasting insulin and merits further evaluation as a novel disease risk marker.
AB - Known genetic susceptibility loci for type 2 diabetes (T2D) explain only a small proportion of heritable T2D risk. We hypothesize that DNA methylation patterns may contribute to variation in diabetes-related risk factors, and this epigenetic variation across the genome can contribute to the missing heritability in T2D and related metabolic traits. We conducted an epigenome-wide association study for fasting glucose, insulin, and homeostasis model assessment of insulin resistance (HOMA-IR) among 837 nondiabetic participants in the Genetics of Lipid Lowering Drugs and Diet Network study, divided into discovery (N = 544) and replication (N = 293) stages. Cytosine guanine dinucleotide (CpG) methylation at ;470,000 CpG sites was assayed in CD4+ T cells using the Illumina Infinium HumanMethylation 450 Beadchip. We fit a mixed model with the methylation status of each CpG as the dependent variable, adjusting for age, sex, study site, and T-cell purity as fixed-effects and family structure as a random-effect. A Bonferroni corrected P value of 1.1 3 1027 was considered significant in the discovery stage. Significant associations were tested in the replication stage using identical models. Methylation of a CpG site in ABCG1 on chromosome 21 was significantly associated with insulin (P = 1.83 3 1027) and HOMA-IR (P = 1.60 3 1029). Another site in the same gene was significant for HOMA-IR and of borderline significance for insulin (P = 1.29 3 1027 and P = 3.36 3 1026, respectively). Associations with the top two signals replicated for insulin and HOMA-IR (P = 5.75 3 1023 and P = 3.35 3 1022, respectively). Our findings suggest that methylation of a CpG site within ABCG1 is associated with fasting insulin and merits further evaluation as a novel disease risk marker.
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U2 - 10.2337/db13-1100
DO - 10.2337/db13-1100
M3 - Article
C2 - 24170695
AN - SCOPUS:84893065053
SN - 0012-1797
VL - 63
SP - 801
EP - 807
JO - Diabetes
JF - Diabetes
IS - 2
ER -