Epigenome-Wide Association Study of Fasting Measures of Glucose, Insulin, and HOMA-IR in the Genetics of Lipid Lowering Drugs and Diet Network Study

被引:121
作者
Hidalgo, Bertha [1 ]
Irvin, M. Ryan [2 ]
Sha, Jin [2 ]
Zhi, Degui [1 ]
Aslibekyan, Stella [2 ]
Absher, Devin [3 ]
Tiwari, Hemant K. [1 ]
Kabagambe, Edmond K. [4 ]
Ordovas, Jose M. [5 ]
Arnett, Donna K. [2 ]
机构
[1] Univ Alabama Birmingham, Dept Biostat, Sect Stat Genet, Birmingham, AL 35294 USA
[2] Univ Alabama Birmingham, Dept Epidemiol, Birmingham, AL USA
[3] Hudson Alpha Inst Biotechnol, Huntsville, AL USA
[4] Vanderbilt Univ, Dept Med, Nashville, TN USA
[5] Tufts Univ, Jean Mayer USDA Human Nutr Res Ctr Aging, Medford, MA 02155 USA
关键词
BETA-CELL FUNCTION; TYPE-2; DIABETES-MELLITUS; BODY-MASS INDEX; DNA METHYLATION; FENOFIBRATE TREATMENT; MISSING HERITABILITY; COMPLEX DISEASES; HOMEOSTASIS; EXPRESSION; RESISTANCE;
D O I
10.2337/db13-1100
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 approximate to 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 x 10(-7) 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 x 10(-7)) and HOMA-IR (P = 1.60 x 10(-9)). Another site in the same gene was significant for HOMA-IR and of borderline significance for insulin (P = 1.29 x 10(-7) and P = 3.36 x 10(-6), respectively). Associations with the top two signals replicated for insulin and HOMA-IR (P = 5.75 x 10(-3) and P = 3.35 x 10(-2), 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.
引用
收藏
页码:801 / 807
页数:7
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