Enhanced resolution profiling in twins reveals differential methylation signatures of type 2 diabetes with links to its complications

EBioMedicine. 2024 May:103:105096. doi: 10.1016/j.ebiom.2024.105096. Epub 2024 Apr 4.

Abstract

Background: Type 2 diabetes (T2D) susceptibility is influenced by genetic and environmental factors. Previous findings suggest DNA methylation as a potential mechanism in T2D pathogenesis and progression.

Methods: We profiled DNA methylation in 248 blood samples from participants of European ancestry from 7 twin cohorts using a methylation sequencing platform targeting regulatory genomic regions encompassing 2,048,698 CpG sites.

Findings: We find and replicate 3 previously unreported T2D differentially methylated CpG positions (T2D-DMPs) at FDR 5% in RGL3, NGB and OTX2, and 20 signals at FDR 25%, of which 14 replicated. Integrating genetic variation and T2D-discordant monozygotic twin analyses, we identify both genetic-based and genetic-independent T2D-DMPs. The signals annotate to genes with established GWAS and EWAS links to T2D and its complications, including blood pressure (RGL3) and eye disease (OTX2).

Interpretation: The results help to improve our understanding of T2D disease pathogenesis and progression and may provide biomarkers for its complications.

Funding: Funding acknowledgements for each cohort can be found in the Supplementary Note.

Keywords: DNA methylation; Genetics; Twins; Type 2 diabetes.

Publication types

  • Twin Study

MeSH terms

  • CpG Islands*
  • DNA Methylation*
  • Diabetes Complications / genetics
  • Diabetes Mellitus, Type 2* / genetics
  • Epigenesis, Genetic
  • Female
  • Gene Expression Profiling
  • Genetic Predisposition to Disease
  • Genome-Wide Association Study
  • Humans
  • Male
  • Middle Aged
  • Otx Transcription Factors / genetics
  • Otx Transcription Factors / metabolism

Substances

  • Otx Transcription Factors