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

IF 6.7 1区 医学 Q1 NEUROSCIENCES NPJ Parkinson's Disease Pub Date : 2024-09-06 DOI:10.1038/s41531-024-00780-5
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
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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.

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确定帕金森病的潜在因果效应:英国生物库中基于多基因风险评分的全表型关联和亡羊补牢随机化研究
各种风险因素与帕金森病(PD)之间的关系还存在很大的不确定性。这项研究从英国生物库的 502364 名参与者中系统地筛选并验证了一系列潜在的帕金森病风险因素。通过全表型关联研究(PheWAS)分析了 11 个类别中 1851 个因素的基线数据。帕金森病的多基因风险评分(PRS)用于诊断帕金森病,并通过 PheWAS 确定与帕金森病诊断相关的因素。采用双样本孟德尔随机化(MR)分析评估因果关系。PheWAS结果显示,在1851个因素中,有267个风险因素与PD-PRS显著相关,其中27个因素在MR分析中显示出因果关系。令人信服的证据表明,流体智力评分、初次性交年龄、谷物摄入量、干果摄入量和平均税前家庭总收入已成为新发现的腹泻风险因素。相反,母亲在孩子出生前后吸烟、玩电脑游戏、在食物中添加食盐以及看电视的时间则被认为是预防帕金森氏症的新保护因素。表型数据和基因组数据的整合可能有助于确定帕金森病的风险因素和预防目标。
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来源期刊
NPJ Parkinson's Disease
NPJ Parkinson's Disease Medicine-Neurology (clinical)
CiteScore
9.80
自引率
5.70%
发文量
156
审稿时长
11 weeks
期刊介绍: npj Parkinson's Disease is a comprehensive open access journal that covers a wide range of research areas related to Parkinson's disease. It publishes original studies in basic science, translational research, and clinical investigations. The journal is dedicated to advancing our understanding of Parkinson's disease by exploring various aspects such as anatomy, etiology, genetics, cellular and molecular physiology, neurophysiology, epidemiology, and therapeutic development. By providing free and immediate access to the scientific and Parkinson's disease community, npj Parkinson's Disease promotes collaboration and knowledge sharing among researchers and healthcare professionals.
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