ArticleDiabetologia2016
The epigenetic signature of systemic insulin resistance in obese women.
Article in Diabetologia, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 55 papers, 2 of them syntheses that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
55 citing papers in PubMed, 2 syntheses or guidelines pooled it, 80 citations in OpenAlex.
- An integrated single cell and spatial transcriptomic map of human white adipose tissue.Nature communications · 2023Pooled it
- Adipose Tissue Epigenetic Profile in Obesity-Related Dysglycemia - A Systematic Review.Frontiers in endocrinology · 2021Pooled it
- Epigenetic Regulation of PLIN 1 in Obese Women and its Relation to Lipolysis.Scientific reports · 2017Trial
- Depot-specific differences in visceral and subcutaneous adipose tissue from patients with obesity.Adipocyte · 2026Article
- A robust computational framework for methylation age and disease-risk prediction based on pairwise learning.Nature computational science · 2026Article
- Integrated analysis of the adipocyte plasma membrane proteome reveals KCC1 and PIT2 as novel insulin-responsive transporters.The Journal of biological chemistry · 2026Article
- Spontaneous Pregravid Obesity Reshapes Fetal Immune Ontogeny in a Nonhuman Primate Model.bioRxiv : the preprint server for biology · 2026Article
- Single cell transcriptomics of human weight loss links adipocyte NPY1R to control of lipolysis.Molecular metabolism · 2026Article
- Dynamic subcellular proteomics identifies regulators of adipocyte insulin action.Nature communications · 2026Article
- Novel epigenetic marks of insulin resistance trajectories in a longitudinal study of childhood obesity.Cardiovascular diabetology · 2026Article
- The nature of sex differences in catecholamine-induced lipolysis in subcutaneous fat cells.iScience · 2025Article
- Epigenetic Changes Associated With Obesity-related Metabolic Comorbidities.Journal of the Endocrine Society · 2025Review
- Cardiometabolic disease management: influences from epigenetics.Epigenomics · 2025Review
- Article
- Adipose tissue specific CCL18 associates with cardiometabolic diseases in non-obese individuals implicating CD4Cardiovascular diabetology · 2023Article
- Epigenetics of methylation modifications in diabetic cardiomyopathy.Frontiers in endocrinology · 2023Review
- Bariatric surgery-induced weight loss and associated genome-wide DNA-methylation alterations in obese individuals.Clinical epigenetics · 2022Article
- Galactose in the Post-Weaning Diet Programs Improved Circulating Adiponectin Concentrations and Skeletal Muscle Insulin Signaling.International journal of molecular sciences · 2022Article
- Epigenetics of type 2 diabetes mellitus and weight change - a tool for precision medicine?Nature reviews. Endocrinology · 2022Review
- Effect of excess weight and insulin resistance on DNA methylation in prepubertal children.Scientific reports · 2022Article
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
14 authors at 8 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
aims/hypothesisInsulin resistance (IR) links obesity to type 2 diabetes. The aim of this study was to explore whether white adipose tissue (WAT) epigenetic dysregulation is associated with systemic IR by genome-wide CG dinucleotide (CpG) methylation and gene expression profiling in WAT from insulin-resistant and insulin-sensitive women. A secondary aim was to determine whether the DNA methylation signature in peripheral blood mononuclear cells (PBMCs) reflects WAT methylation and, if so, can be used as a marker for systemic IR.
methodsFrom 220 obese women, we selected a total of 80 individuals from either of the extreme ends of the distribution curve of HOMA-IR, an indirect measure of systemic insulin sensitivity. Genome-wide transcriptome and DNA CpG methylation profiling by array was performed on subcutaneous (SAT) and visceral (omental) adipose tissue (VAT). CpG methylation in PBMCs was assayed in the same cohort.
resultsThere were 647 differentially expressed genes (false discovery rate [FDR] 10%) in SAT, all of which displayed directionally consistent associations in VAT. This suggests that IR is associated with dysregulated expression of a common set of genes in SAT and VAT. The average degree of DNA methylation did not differ between the insulin-resistant and insulin-sensitive group in any of the analysed tissues/cells. There were 223 IR-associated genes in SAT containing a total of 336 nominally significant differentially methylated sites (DMS). The 223 IR-associated genes were over-represented in pathways related to integrin cell surface interactions and insulin signalling and included COL5A1, GAB1, IRS2, PFKFB3 and PTPRJ. In VAT there were a total of 51 differentially expressed genes (FDR 10%); 18 IR-associated genes contained a total of 29 DMS. CONCLUSIONS/
interpretationIn individuals discordant for insulin sensitivity, the average DNA CpG methylation in SAT and VAT is similar, although specific genes, particularly in SAT, display significantly altered expression and DMS in IR, possibly indicating that epigenetic regulation of these genes influences metabolism.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.