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Integrative Co-methylation Network Analysis Identifies Novel DNA Methylation Signatures and Their Target Genes in Alzheimer's Disease.
- Source :
-
Biological Psychiatry . May2023, Vol. 93 Issue 9, p842-851. 10p. - Publication Year :
- 2023
-
Abstract
- DNA methylation is a key epigenetic marker, and its alternations may be involved in Alzheimer's disease (AD). CpGs sharing similar biological functions or pathways tend to be co-methylated. We performed an integrative network-based DNA methylation analysis on 2 independent cohorts (N = 941) using brain DNA methylation profiles and RNA-sequencing as well as AD pathology data. Weighted co-methylation network analysis identified 6 modules as significantly associated with neuritic plaque burden. In total, 15 hub CpGs including 3 novel CpGs were identified and replicated as being significantly associated with AD pathology. Furthermore, we identified and replicated 4 target genes (ATP6V1G2 , VCP , RAD52 , and LST1) as significantly regulated by DNA methylation at hub CpGs. In particular, VCP gene expression was also associated with AD pathology in both cohorts. This integrative network-based multiomics study provides compelling evidence for a potential role of DNA methylation alternations and their target genes in AD. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 00063223
- Volume :
- 93
- Issue :
- 9
- Database :
- Academic Search Index
- Journal :
- Biological Psychiatry
- Publication Type :
- Academic Journal
- Accession number :
- 162759498
- Full Text :
- https://doi.org/10.1016/j.biopsych.2022.06.020