Integrative genomic analyses in adipocytes implicate DNA methylation in human obesity and diabetes
Liam McAllaniD, Damir Baranas̆ićiD, Sergio VillicañaiD, Scarlett Brown, Weihua ZhangiD, Benjamin C. Lehne, Marco Adamo, Andrew D. Jenkinson, Mohamed ElkalaawyiD, Borzoueh MohammadiiD, Masoomeh Hashemi, Nadia J. FernandesiD, Nathalie LambieiD, Richard Williams, Colette ChristianseniD, Youwen YangiD, Liudmila ZudinaiD, Vasiliki LagouiD, Sili Tan, Juan Castillo FernandeziD, James W. D. KingiD, Richie SoongiD, Paul ElliottiD, James ScottiD, Inga ProkopenkoiD, , William R. ScottiD
Abstract
DNA methylation variations are prevalent in human obesity, but evidence of a causative role in disease pathogenesis is limited. In this study, we combine epigenome-wide association and integrative genomics to investigate the impact of subcutaneous and visceral adipocyte DNA methylation variations in extreme human obesity. We identify extensive DNA methylation changes that are robustly associated with extreme obesity in combined discovery and replication analyses (N=190 samples, 691 loci in subcutaneous and 173 loci in visceral adipocytes, P500 target genes. We find that disease-associated methylation variations localise to active genomic regions and transcription factor binding sites, at which DNA methylation influences transcription factor-target gene co-expression relationships. In Mendelian Randomisation analyses, we infer causal effects of DNA methylation on human obesity and obesity-induced metabolic disturbances, under genetic control, at 28 independent loci. Silencing of two target genes of causal DNA methylation variations, the PRRC2A and LIMD2 genes, further reveals novel metabolic effects in adipocytes. Our results indicate DNA methylation is an important determinant of human obesity and its metabolic complications, and reveal genomic and molecular mechanisms through which altered DNA methylation may impact adipocyte cellular functions.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 44
- FWCI
- 3.82
- Field percentile
- top 4%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Epigenome-wide association in adipose tissue from the METSIM cohort
Luz D. Orozco, Colin P. Farrell, … Matteo A. Pellegrini·Human Molecular GeneticsPeer-reviewed·Mar 16, 2018
- Twin pair analysis uncovers novel links between DNA methylation, mitochondrial DNA quantity and obesity
Aino Heikkinen, Vivienne F. C. Esser, … Miina Ollikainen·Nature CommunicationsPeer-reviewed·May 12, 2025
- Epigenetic Programming of Estrogen Receptor in Adipose Tissue by High Fat Diet Regulates Obesity-Induced Inflammation
Rui Juan Wu, Fen Fen Li, … Hang Shi·bioRxiv·Jun 21, 2025
- Human blood DNA methylation patterns reflect individual lifestyle
Ireen Klemp, Anne Hoffmann, … Maria Keller·medRxiv·Dec 16, 2021
- Methylome-Wide Association Study Of Central Adiposity Implicates Genes Involved In Immune And Endocrine Systems
Anne E. Justice, Geetha Chittoor, … Kari E. North·EpigenomicsPeer-reviewed·Sep 1, 2020
- Maternal obesity may disrupt offspring metabolism by inducing oocyte genome hyper-methylation via increased DNMTs
Shuo Chao, Jun Lu, … Zhao‐Jia Ge·eLifePeer-reviewed·Dec 6, 2024