High-dimensional mediation analysis reveals the mediating role of physical activity patterns in genetic pathways leading to AD-like brain atrophy
Through integrative analysis of multi-omics data, we identified several mediation pathways of physical activity between genetic factors and SPARE-AD. These findings contribute to a better understanding of the pathogenic mechanisms of AD. Moreover, our research demonstrates the potential of the high-dimensional mediation analysis method in revealing the mechanisms of disease.
Authors
- Christos A. Davatzikos (ORCID: https://orcid.org/0000-0002-1025-8561)
- Haochang Shou
- Li Shen (ORCID: https://orcid.org/0000-0001-6520-1418)
- Shizhuo Mu
- Hanxiang Xu
- Jingxuan Bao
Institutions
- University of California San Diego (US)
- University of Pennsylvania (US)
Publication Details
- Journal
- BioData Mining
- Published
- 2025-03-24
- DOI
- https://doi.org/10.1186/s13040-025-00432-1
- Primary Topic
- Bioinformatics and Genomic Networks
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health