Epigenetic adaptation of beta cells across lifespan and disease: age-related demethylation is advanced in type 2 diabetes
Manduchi, E.; Descamp, H.; Liu, J.; Schug, J.; Da, T.; Lahori, D.; El-Mekkoussi, H.; Lee, M.; Feleke, E.; Liu, C.; Naji, A.; Glaser, B.; Kaestner, K. H.; Avrahami, D.
Show abstract
Although the prevalence of type 2 diabetes (T2D) increases with age, most adults maintain normoglycemia despite rising insulin resistance, largely due to the adaptive capacity of pancreatic beta cells to meet increased metabolic demand. However, persistent insulin resistance can lead to beta cell dysfunction and T2D onset. Here, leveraging cell-type-specific methylome data from the Human Pancreas Analysis Program (HPAP), we investigate the epigenomic basis of beta cell adaptation by mapping genome-wide DNA methylation (DNAm) patterns across the human lifespan. In healthy donors, we identify progressive age-related demethylation enriched in cis- regulatory elements at beta cell identity and function genes, suggesting that epigenetic remodeling supports functional adaptation to metabolic demand over time. In contrast, alpha cells show the opposite trajectory, with subtle, age-related hypermethylation. In T2D beta but not alpha cells we observed further demethylation compared to healthy controls, underscoring a unique capacity of beta cells to respond to changes in metabolic demand. Together, our findings suggest that DNAm remodeling in healthy beta cells reflects a long-term adaptation to metabolic demand, which in T2D is accelerated as part of a compensatory response that ultimately fails under sustained insulin resistance.
Matching journals
The top 5 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Scalable Screening of Ternary-Code DNA methylation Dynamics Associated with Human Traits. 96%
- Type 1 diabetes risk genes mediate pancreatic beta cell survival in response to proinflammatory cytokines 96%
- Systematic cell-type resolved transcriptomes of 8 tissues in 8 lab and wild-derived mouse strains captures global and local expression variation 95%
Similar papers in this journal
- TIGER: The gene expression regulatory variation landscape of human pancreatic islets 96%
- Spatiotemporal analysis of gene expression in the human dentate gyrus reveals age-associated changes in cellular maturation and neuroinflammation 95%
- CRISPR Screening Uncovers a Long-Range Enhancer for ONECUT1 in Pancreatic Differentiation and Links a Diabetes Risk Variant 95%
Similar papers in this journal
- Single cell chromatin accessibility reveals pancreatic islet cell type- and state-specific regulatory programs of diabetes risk 97%
- Single-cell DNA methylome and 3D genome atlas of the human subcutaneous adipose tissue 96%
- Atlas of genetic effects in human microglia transcriptome across brain regions, aging and disease pathologies 95%
Similar papers in this journal
- Large-scale genetic association and single cell accessible chromatin mapping defines cell type-specific mechanisms of type 1 diabetes risk 96%
- The maternal X chromosome impairs cognition and accelerates brain aging through epigenetic modulation in female mice 96%
- A human DNA methylation atlas reveals principles of cell type-specific methylation and identifies thousands of cell type-specific regulatory elements 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.