Multiomics profiling of DNA methylation, microRNA, and mRNA in skeletal muscle from monozygotic twin pairs discordant for type 2 diabetes identifies dysregulated genes controlling metabolism

BMC Med. 2024 Dec 2;22(1):572. doi: 10.1186/s12916-024-03789-y.

Abstract

Background: A large proportion of skeletal muscle insulin resistance in type 2 diabetes (T2D) is caused by environmental factors.

Methods: By applying multiomics mRNA, microRNA (miRNA), and DNA methylation platforms in biopsies from 20 monozygotic twin pairs discordant for T2D, we aimed to delineate the epigenetic and transcriptional machinery underlying non-genetic muscle insulin resistance in T2D.

Results: Using gene set enrichment analysis (GSEA), we found decreased mRNA expression of genes involved in extracellular matrix organization, branched-chain amino acid catabolism, metabolism of vitamins and cofactors, lipid metabolism, muscle contraction, signaling by receptor tyrosine kinases pathways, and translocation of glucose transporter 4 (GLUT4) to the plasma membrane in muscle from twins with T2D. Differential expression levels of one or more predicted target relevant miRNA(s) were identified for approximately 35% of the dysregulated GSEA pathways. These include miRNAs with a significant overrepresentation of targets involved in GLUT4 translocation (miR-4643 and miR-548z), signaling by receptor tyrosine kinases pathways (miR-607), and muscle contraction (miR-4658). Acquired DNA methylation changes in skeletal muscle were quantitatively small in twins with T2D compared with the co-twins without T2D. Key methylation and expression results were validated in muscle, myotubes, and/or myoblasts from unrelated subjects with T2D and controls. Finally, mimicking T2D-associated changes by overexpressing miR-548 and miR-607 in cultured myotubes decreased expression of target genes, GLUT4 and FGFR4, respectively, and impaired insulin-stimulated phosphorylation of Akt (Ser473) and TBC1D4.

Conclusions: Together, we show that T2D is associated with non- and epigenetically determined differential transcriptional regulation of pathways regulating skeletal muscle metabolism and contraction.

Keywords: DNA methylation; Discordant monozygotic twins; Epigenetics; Gene expression; MicroRNA (miRNA); Skeletal muscle; Type 2 diabetes (T2D).

Publication types

  • Twin Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • DNA Methylation*
  • Diabetes Mellitus, Type 2* / genetics
  • Diabetes Mellitus, Type 2* / metabolism
  • Female
  • Gene Expression Profiling
  • Gene Expression Regulation
  • Humans
  • Insulin Resistance / genetics
  • Male
  • MicroRNAs* / genetics
  • Middle Aged
  • Multiomics
  • Muscle, Skeletal* / metabolism
  • RNA, Messenger* / genetics
  • Twins, Monozygotic* / genetics

Substances

  • MicroRNAs
  • RNA, Messenger