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

被引:1
|
作者
Shi, Changhe [1 ,2 ,3 ,4 ]
Ma, Dongrui [1 ]
Li, Mengjie [1 ]
Wang, Zhiyun [1 ]
Hao, Chenwei [1 ]
Liang, Yuanyuan [1 ]
Feng, Yanmei [1 ]
Hu, Zhengwei [1 ]
Hao, Xiaoyan [1 ]
Guo, Mengnan [1 ]
Li, Shuangjie [1 ]
Zuo, Chunyan [1 ]
Sun, Yuemeng [1 ]
Tang, Mibo [1 ,2 ]
Mao, Chengyuan [1 ,2 ]
Zhang, Chan [1 ,2 ]
Xu, Yuming [1 ,2 ,3 ,4 ]
Sun, Shilei [1 ,2 ,3 ,4 ]
机构
[1] Zhengzhou Univ, Dept Neurol, Affiliated Hosp 1, Zhengzhou, Henan, Peoples R China
[2] Zhengzhou Univ, Affiliated Hosp 1, Henan Key Lab Cerebrovasc Dis, Zhengzhou, Henan, Peoples R China
[3] Zhengzhou Univ, Affiliated Hosp Zhengzhou Univ 1, NHC Key Lab Prevent & Treatment Cerebrovascular Di, Zhengzhou, Henan, Peoples R China
[4] Zhengzhou Univ, Inst Neurosci, Zhengzhou, Henan, Peoples R China
基金
中国国家自然科学基金;
关键词
EPIDEMIOLOGY; TOOL;
D O I
10.1038/s41531-024-00780-5
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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.
引用
收藏
页数:8
相关论文
共 9 条
  • [1] Identifying potential causal effects of age at menarche: a Mendelian randomization phenome-wide association study
    Magnus, Maria C.
    Guyatt, Anna L.
    Lawn, Rebecca B.
    Wyss, Annah B.
    Trajanoska, Katerina
    Kupers, Leanne K.
    Rivadeneira, Fernando
    Tobin, Martin D.
    London, Stephanie J.
    Lawlor, Debbie A.
    Millard, Louise A. C.
    Fraser, Abigail
    BMC MEDICINE, 2020, 18 (01)
  • [2] Polygenic risk score-based phenome-wide association study of head and neck cancer across two large biobanks
    Lee, Young Chan
    Jung, Sang-Hyuk
    Shivakumar, Manu
    Cha, Soojin
    Park, Woong-Yang
    Won, Hong-Hee
    Eun, Young-Gyu
    Biobank, Penn Medicine
    Kim, Dokyoon
    BMC MEDICINE, 2024, 22 (01)
  • [3] Polygenic risk score phenome-wide association study reveals an association between endometriosis and testosterone
    Mcgrath, Isabelle M.
    Montgomery, Grant W.
    Mortlock, Sally
    BMC MEDICINE, 2023, 21 (01)
  • [4] The Causal Relationships Between Extrinsic Exposures and Risk of Prostate Cancer: A Phenome-Wide Mendelian Randomization Study
    Gu, Dongqing
    Tang, Mingshuang
    Wang, Yutong
    Cui, Huijie
    Zhang, Min
    Bai, Ye
    Zeng, Ziqian
    Tan, Yunhua
    Wang, Xin
    Zhang, Ben
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [5] Identifying the potential causal role of insomnia symptoms on 11,409 health-related outcomes: a phenome-wide Mendelian randomisation analysis in UK Biobank
    Gibson, Mark J.
    Lawlor, Deborah A.
    Millard, Louise A. C.
    BMC MEDICINE, 2023, 21 (01)
  • [6] Migraine Association with Alzheimer's Disease Risk: Evidence from the UK Biobank Cohort Study and Mendelian Randomization
    Geng, Chaofan
    Chen, Chen
    CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES, 2025, 52 (01) : 44 - 52
  • [7] Causal role of immune cells on risk of Parkinson's disease: a Mendelian randomization study
    Gu, Jian
    Qiao, Yue
    Cong, Shuyan
    FRONTIERS IN AGING NEUROSCIENCE, 2024, 16
  • [8] The causal effects of intelligence and fluid intelligence on Parkinson's disease: a Mendelian randomization study
    Jing, Cong
    Zhong, Xiaojiao
    Min, Xuli
    Xu, Hao
    FRONTIERS IN AGING NEUROSCIENCE, 2024, 16
  • [9] Assessing the Causal Relationship between Genetically Determined Inflammatory Cytokines and Parkinson's Disease Risk: A Bidirectional Two-Sample Mendelian Randomization Study
    Xue, Hua
    Luo, Qian
    Chen, Jiajia
    Fan, Wenhui
    JOURNAL OF IMMUNOLOGY RESEARCH, 2024, 2024