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Genetic correlation and gene-based pleiotropy analysis for four major neurodegenerative diseases with summary statistics.

Authors :
Qiao, Jiahao
Wang, Ting
Shao, Zhonghe
Zhu, Yiyang
Zhang, Meng
Huang, Shuiping
Zeng, Ping
Source :
Neurobiology of Aging. Apr2023, Vol. 124, p117-128. 12p.
Publication Year :
2023

Abstract

Recent genome-wide association studies suggested shared genetic components between neurodegenerative diseases. However, pleiotropic association patterns among them remain poorly understood. We here analyzed 4 major neurodegenerative diseases including Alzheimer's disease (AD), Parkinson's disease (PD), frontotemporal dementia (FTD) and amyotrophic lateral sclerosis (ALS), and found suggestively positive genetic correlation. We next implemented a gene-centric pleiotropy analysis with a powerful method called PLACO and detected 280 pleiotropic associations (226 unique genes) with these diseases. Functional analyses demonstrated that these genes were enriched in the pancreas, liver, heart, blood, brain, and muscle tissues; and that 42 pleiotropic genes exhibited drug-gene interactions with 341 drugs. Using Mendelian randomization, we discovered that AD and PD can increase the risk of developing ALS, and that AD and ALS can also increase the risk of developing FTD, respectively. Overall, this study provides in-depth insights into shared genetic components and causal relationship among the 4 major neurodegenerative diseases, indicating genetic overlap and causality commonly drive their co-occurrence. It also has important implications on the etiology understanding, drug development and therapeutic targets for neurodegenerative diseases. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01974580
Volume :
124
Database :
Academic Search Index
Journal :
Neurobiology of Aging
Publication Type :
Academic Journal
Accession number :
161879578
Full Text :
https://doi.org/10.1016/j.neurobiolaging.2022.12.012