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Identifying potential causal effects of Parkinson’s disease: A polygenic risk score-based phenome-wide association and mendelian randomization study in UK Biobank

Authors :
Changhe Shi
Dongrui Ma
Mengjie Li
Zhiyun Wang
Chenwei Hao
Yuanyuan Liang
Yanmei Feng
Zhengwei Hu
Xiaoyan Hao
Mengnan Guo
Shuangjie Li
Chunyan Zuo
Yuemeng Sun
Mibo Tang
Chengyuan Mao
Chan Zhang
Yuming Xu
Shilei Sun
Source :
npj Parkinson's Disease, Vol 10, Iss 1, Pp 1-8 (2024)
Publication Year :
2024
Publisher :
Nature Portfolio, 2024.

Abstract

Abstract There is considerable uncertainty regarding the associations between various risk factors and Parkinson’s Disease (PD). This study systematically screened and validated a wide range of potential PD risk factors from 502,364 participants in the UK Biobank. Baseline data for 1851 factors across 11 categories were analyzed through a phenome-wide association study (PheWAS). Polygenic risk scores (PRS) for PD were used to diagnose Parkinson’s Disease and identify factors associated with PD diagnosis through PheWAS. Two-sample Mendelian randomization (MR) analysis was employed to assess causal relationships. PheWAS results revealed 267 risk factors significantly associated with PD-PRS among the 1851 factors, and of these, 27 factors showed causal evidence from MR analysis. Compelling evidence suggests that fluid intelligence score, age at first sexual intercourse, cereal intake, dried fruit intake, and average total household income before tax have emerged as newly identified risk factors for PD. Conversely, maternal smoking around birth, playing computer games, salt added to food, and time spent watching television have been identified as novel protective factors against PD. The integration of phenotypic and genomic data may help to identify risk factors and prevention targets for PD.

Details

Language :
English
ISSN :
23738057
Volume :
10
Issue :
1
Database :
Directory of Open Access Journals
Journal :
npj Parkinson's Disease
Publication Type :
Academic Journal
Accession number :
edsdoj.1f6b71a19ab49d387414d6d6ac8fe4c
Document Type :
article
Full Text :
https://doi.org/10.1038/s41531-024-00780-5