ADmeth

ADmeth aggregates a curated compendium of differentially methylated genes, genomic regions, and CpG sites associated with Alzheimer's disease to support epigenetic studies and biomarker discovery.


Key Features:

  • Comprehensive catalog: Contains 16,709 AD-related differential methylation items, comprising 209 genes, 2,229 genomic regions, and 14,271 CpG sites.
  • Manual curation: Entries are extracted and verified through systematic review of published scientific literature.
  • Tissue and cell-type resolution: Data cover multiple brain regions and blood cell types, supporting regional and cellular specificity analyses.
  • Relevance to non-invasive biomarkers: Includes methylation items identified in blood and cell-free DNA studies relevant to diagnostic marker development.

Scientific Applications:

  • Biomarker discovery: Supports identification of candidate methylation markers for early diagnosis and blood-based assays.
  • Pathogenesis studies: Enables analysis of DNA methylation changes to elucidate epigenetic contributions to Alzheimer's disease mechanisms.
  • Regional and cell-type analyses: Facilitates comparison of methylation patterns across brain regions and blood cell types.
  • Translation to non-invasive assays: Provides curated targets for developing cell-free DNA–based diagnostic approaches.

Methodology:

Systematic literature review and manual curation to extract differentially methylated genes, genomic regions, and CpG sites, with analysis of methylation patterns across various brain tissues and blood cell types.

Topics

Details

License:
Not licensed
Tool Type:
web application
Operating Systems:
Mac, Linux, Windows
Added:
8/11/2022
Last Updated:
8/11/2022

Operations

Publications

Peng X, Zhang W, Cui W, Ding B, Lyu Q, Wang J. ADmeth: A Manually Curated Database for the Differential Methylation in Alzheimer's Disease. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 2023;20(2):843-851. doi:10.1109/tcbb.2022.3178087. PMID:35617175.

PMID: 35617175
Funding: - National Key Research and Development Program of China: 2022ZD0213700