Early oligodendrocyte dysfunction signature in Alzheimer's disease: Insights from DNA methylomics and transcriptomics
Katherine FodderiD, Hannah M. G. Smith, Ümran YamaniD, Ignazio Stefano PirasiD, Megha N. MurthyiD, John HardyiD, Tammaryn LashleyiD, Rohan de SilvaiD, Dervis A. M. SalihiD, Conceição BettencourtiD
Abstract
Much research into the aetiology of Alzheimers disease (AD) has focused on neuronal cell types, while studies on the contribution of glial cells, particularly oligodendrocytes (OLGs), are only starting to emerge. Altered brain DNA methylation, an epigenetic modification that provides the interplay between genetics and environmental cues to tightly regulate gene expression, is well documented in AD. Yet, cell-type-specific investigations remain limited. Here, we examine the role of DNA methylation and OLGs in AD, and how such changes may impact gene expression. We performed weighted-gene correlation network analysis (WGCNA) on multiple brain omics AD datasets across species: human DNA methylation data from 4 brain regions, human brain single-nuclei RNA sequencing data and mouse brain RNA sequencing data. We compared AD-associated network modules enriched for OLG genes across AD brain regions, as well as with other neurodegenerative disease DNA methylation datasets. We identified a DNA methylation signature associated with AD, enriched for OLGs, and preserved across brain regions representing early and late AD pathology stages. Genes within this signature showed altered expression in AD OLGs, confirming cell-type specificity and relevance to AD. This OLG signature was also preserved in transgenic mice with early A{beta} pathology and in other neurodegenerative diseases without A{beta} pathology. We reveal a consistent pattern of OLG dysfunction spanning early to late stages of AD, across DNA methylation and gene expression. Our findings highlight OLG-associated DNA methylation changes as important in AD pathogenesis, and possibly in other neurodegenerative diseases, opening new avenues for therapeutic development.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- FWCI
- 13.54
- Field percentile
- top 2%
- 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
- A Cell-Type-Resolved Meta-Analysis Reveals Glial DNA Methylation Changes Associated with Aging and Alzheimer's Disease
Uchit Bhaskar, Mark Z. Kos, Melanie A. Carless·Alzheimer s & DementiaPeer-reviewed·Sep 1, 2026
- Integrative Epigenomic Landscape of Alzheimer's Disease Brains Reveals Oligodendrocyte Molecular Perturbations Associated with Tau
Stephanie R. Oatman, Joseph S. Reddy, … Nilüfer Ertekin‐Taner·Nature CommunicationsPeer-reviewed·Mar 3, 2026
- DNA methylation signatures of Alzheimer's disease neuropathology in the cortex are primarily driven by variation in non-neuronal cell-types
Gemma L. Shireby, Emma Louise Dempster, … Jonathan S. Mill·Nature CommunicationsPeer-reviewed·Sep 24, 2022
- Brain Region-Specific Oligodendrocyte States Highlight Mitochondrial Gene Upregulation and Loss of Canonical Identity Signatures in Alzheimers Disease
Francesca Drummer, Nadia Dorosti, … Sarah Jäkel·bioRxiv·Jan 15, 2026
- Epigenome erosion in Alzheimer's disease brain cells and induced neurons
Bang-An Wang, Jeffrey R. Jones, … Joseph R. Ecker·bioRxiv·Oct 15, 2023
- Non-linear microglial, inflammatory and oligodendrocyte dynamics across stages of Alzheimer's disease
Aurélien M. Badina, Kelly Ceyzériat, … Benjamin B. Tournier·Neurobiology of DiseasePeer-reviewed·May 8, 2025