Zhang Yichi, Zhong Min, Yang Zhao, Wang Xiaojin, Dong Zhongxun, Zhou Liche, Yin Qianyi, Wang Bingshun, Liu Jun, Li Yuanyuan, Niu Mengyue
Department of Neurology and Institute of Neurology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Department of Biostatistics, Clinical Research Institute, Shanghai Jiao Tong University School of Medicine, 227 South Chongqing Road, Shanghai 200025, China.
Biomedicines. 2025 Mar 18;13(3):747. doi: 10.3390/biomedicines13030747.
Observational studies have suggested a correlation between brain imaging alterations and Parkinson's disease (PD). However, data on causal relationships are still lacking. This study aimed to examine the causal relationship between brain imaging-derived phenotypes (IDPs) and PD. A bidirectional two-sample Mendelian randomization analysis was conducted to explore the causal association between IDPs and PD. Summary-level data for IDPs ( = 39,691), PD ( = 482,730), and PD symptoms ( = 4093) were obtained from genome-wide association studies of European ancestry. Clinical validation was performed in an Asian cohort, which involved healthy controls ( = 81), patients with idiopathic rapid-eye-movement sleep behavior disorder (iRBD) ( = 47), and patients with PD ( = 85). We found 13 IDPs with significant causal effects on PD and seven reciprocal effects of PD on IDPs. For instance, increased median T2star in the right caudate (odds ratio = 1.23, 95% confidence interval 1.08-1.40, = 0.0057) and bilateral putamen (left: odds ratio = 1.25, 95% confidence interval 1.09-1.43, = 0.0056; right: odds ratio = 1.25, 95% confidence interval 1.10-1.43, = 0.0056) were associated with PD. Enlargement of the left thalamus (odds ratio = 1.50, 95% confidence interval 1.14-1.96, = 0.016) demonstrated causal links with PD. No reverse causal effects were detected. Observational analyses results in the Asian cohort (healthy controls, iRBD, PD) aligned with the Mendelian randomization results. Our results suggest bidirectional causal links between IDPs and PD, offering insights into disease mechanisms and potential imaging biomarkers for PD.
观察性研究表明脑成像改变与帕金森病(PD)之间存在关联。然而,关于因果关系的数据仍然缺乏。本研究旨在探讨脑成像衍生表型(IDPs)与PD之间的因果关系。进行了双向双样本孟德尔随机化分析,以探索IDPs与PD之间的因果关联。IDPs(n = 39,691)、PD(n = 482,730)和PD症状(n = 4093)的汇总数据来自欧洲血统的全基因组关联研究。在一个亚洲队列中进行了临床验证,该队列包括健康对照者(n = 81)、特发性快速眼动睡眠行为障碍(iRBD)患者(n = 47)和PD患者(n = 85)。我们发现13种IDPs对PD有显著因果效应,以及7种PD对IDPs的反向效应。例如,右侧尾状核的T2*中位数增加(优势比 = 1.23,95%置信区间1.08 - 1.40,P = 0.0057)和双侧壳核(左侧:优势比 = 1.25,95%置信区间1.09 - 1.43,P = 0.0056;右侧:优势比 = 1.25,95%置信区间1.10 - 1.43,P = 0.0056)与PD相关。左侧丘脑增大(优势比 = 1.50,95%置信区间1.14 - 1.96,P = 0.016)显示出与PD的因果联系。未检测到反向因果效应。亚洲队列(健康对照者、iRBD、PD)中的观察性分析结果与孟德尔随机化结果一致。我们的结果表明IDPs与PD之间存在双向因果联系,为疾病机制和PD潜在的成像生物标志物提供了见解。