Role of DNA Methylation in Type 2 Diabetes Etiology: Using Genotype as a Causal Anchor

被引:32
作者
Elliott, Hannah R. [1 ]
Shihab, Hashem A. [1 ]
Lockett, Gabrielle A. [2 ]
Holloway, John W. [2 ,3 ]
McRae, Allan F. [4 ,5 ]
Smith, George Davey [1 ]
Ring, Susan M. [1 ]
Gaunt, Tom R. [1 ]
Relton, Caroline L. [1 ]
机构
[1] Univ Bristol, Sch Social & Community Med, MRC Integrat Epidemiol Unit, Bristol, Avon, England
[2] Univ Southampton, Human Dev & Hlth, Fac Med, Southampton, Hants, England
[3] Univ Southampton, Clin & Expt Sci, Fac Med, Southampton, Hants, England
[4] Univ Queensland, Queensland Brain Inst, Brisbane, Qld, Australia
[5] Univ Queensland, Diamantina Inst, Translat Res Inst, Brisbane, Qld, Australia
基金
英国生物技术与生命科学研究理事会; 美国国家卫生研究院; 英国医学研究理事会; 英国惠康基金; 澳大利亚国家健康与医学研究理事会;
关键词
EPIGENOME-WIDE ASSOCIATION; MENDELIAN RANDOMIZATION; SUSCEPTIBILITY; LOCI; IDENTIFICATION; EXPRESSION; VARIANTS; SMOKING; ORIGIN; ASIANS;
D O I
10.2337/db16-0874
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Several studies have investigated the relationship between genetic variation and DNA methylation with respect to type 2 diabetes, but it is unknown if DNA methylation is a mediator in the disease pathway or if it is altered in response to disease state. This study uses genotypic information as a causal anchor to help decipher the likely role of DNA methylation measured in peripheral blood in the etiology of type 2 diabetes. Illumina HumanMethylation450 BeadChip data were generated on 1,018 young individuals from the Avon Longitudinal Study of Parents and Children (ALSPAC) cohort. In stage 1, 118 unique associations between published type 2 diabetes single nucleotide polymorphisms (SNPs) and genome-wide methylation (methylation quantitative trait loci [mQTLs]) were identified. In stage 2, a further 226 mQTLs were identified between 202 additional independent non-type 2 diabetes SNPs and CpGs identified in stage 1. Where possible, associations were replicated in independent cohorts of similar age. We discovered that around half of known type 2 diabetes SNPs are associated with variation in DNA methylation and postulated that methylation could either be on a causal pathway to future disease or could be a noncausal biomarker. For one locus (KCNQ1), we were able to provide further evidence that methylation is likely to be on the causal pathway to disease in later life.
引用
收藏
页码:1713 / 1722
页数:10
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