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White-Matter Structural Connectivity and Alzheimer's Disease: A Mendelian Randomization Study
Siyu Liu1, Daoying Geng1,2,3
1Radiology Department, Huashan Hospital, Affiliated with Fudan University, Shanghai, China.
This study used Mendelian randomization to investigate the causal link between white-matter connections and Alzheimer's disease (AD). Certain white-matter pathways show a significant association with AD risk, offering potential insights for future treatments.
Area of Science:
- Neuroscience
- Genetics
- Neurology
Background:
- Observational studies suggest a link between Alzheimer's disease (AD) and white-matter structural connectivity.
- The causal relationship between white-matter structural connectivity and AD remains unclear.
Purpose of the Study:
- To investigate the impact of white-matter structural connectivity on Alzheimer's disease (AD) using a two-sample multivariate Mendelian randomization (MR) approach.
- To determine if specific white-matter connections causally influence AD risk.
Main Methods:
- Utilized genome-wide association study (GWAS) data for white-matter structural connectivity (Wainberg et al.) and AD (Bellenguez et al.).
- Employed various MR methods including inverse variance weighted, MR-Egger, simple mode, weighted median, and weighted mode.
- Assessed robustness through heterogeneity, horizontal pleiotropy, and leave-one-out analyses; conducted reverse MR analysis.
Main Results:
- Identified 10 out of 206 white-matter structural connections significantly associated with genetic susceptibility to AD.
- Right-hemisphere limbic network to thalamus and salience-ventral attention network to accumbens connections were positively correlated with AD likelihood.
- Eight other connections showed a negative correlation with AD; no reverse causal relationship was found.
Conclusions:
- The MR study demonstrates a significant association between specific white-matter structural connectivity patterns and Alzheimer's disease.
- Findings may inform future diagnostic and therapeutic strategies for AD.
- Highlights the potential role of specific brain network connections in AD pathogenesis.
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