4.7 Article

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

期刊

DIABETES
卷 66, 期 6, 页码 1713-1722

出版社

AMER DIABETES ASSOC
DOI: 10.2337/db16-0874

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资金

  1. National Institutes of Health [R01 HL082925, R01 AI091905, R01 AI121226]
  2. Asthma UK [364]
  3. U.K. Medical Research Council
  4. Wellcome Trust [102215/2/13/2]
  5. University of Bristol
  6. U.K. Biotechnology and Biological Sciences Research Council [BB/I025751/1]
  7. Oak Foundation
  8. National Health and Medical Research Council (NHMRC) [1010374, 496667, 1046880]
  9. NHMRC [1083656]
  10. BBSRC [BB/I025751/1, BB/I025263/1] Funding Source: UKRI
  11. MRC [MC_UU_12013/1, MC_UU_12013/8, MC_UU_12013/2] Funding Source: UKRI
  12. Biotechnology and Biological Sciences Research Council [BB/I025263/1, BB/I025751/1] Funding Source: researchfish
  13. Medical Research Council [MC_UU_12013/8, MC_PC_15018, MC_UU_12013/1, MC_UU_12013/2, G9815508] Funding Source: researchfish
  14. National Health and Medical Research Council of Australia [1083656] Funding Source: NHMRC

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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.

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