Yin Kang-Fu, Chen Ting, Gu Xiao-Jing, Jiang Zheng, Su Wei-Ming, Duan Qing-Qing, Wen Xiang-Jin, Cao Bei, Li Ju-Rong, Chi Li-Yi, Chen Yong-Ping
Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
Institute of Brain Science and Brain-Inspired Technology, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
Mol Neurobiol. 2025 Mar;62(3):3892-3902. doi: 10.1007/s12035-024-04528-3. Epub 2024 Sep 30.
Current research lacks comprehensive investigations into the potential causal link between mitochondrial-related genes and the risk of neurodegenerative diseases (NDDs). We aimed to identify potential causative genes for five NDDs through an examination of mitochondrial-related gene expression levels. Through the integration of summary statistics from expression quantitative trait loci (eQTL) datasets (human blood and brain tissue), mitochondrial DNA copy number (mtDNA-CN), and genome-wide association studies (GWAS) datasets of five NDDs from European ancestry, we conducted a Mendelian randomization (MR) analysis to explore the potential causal relationship between mitochondrial-related genes and Alzheimer's disease (AD), Parkinson's disease (PD), amyotrophic lateral sclerosis (ALS), frontotemporal dementia (FTD), and Lewy body dementia (LBD). Sensitivity analysis and Bayesian colocalization were employed to validate this causal relationship. Through MR analysis, we have identified potential causal relationships between 12 mitochondria-related genes and AD, PD, ALS, and FTD overlapping with motor neuron disease (FTD_MND) in human blood or brain tissue. Bayesian colocalization analysis further confirms 9 causal genes, including NDUFS2, EARS2, and MRPL41 for AD; NDUFAF2, MALSU1, and METTL8 for PD; MYO19 and MRM1 for ALS; and FASTKD1 for FTD_MND. Importantly, in both human blood and brain tissue, NDUFS2 exhibits a significant pathogenic effect on AD, while NDUFAF2 demonstrates a robust protective effect on PD. Additionally, the mtDNA-CN plays a protected role in LBD (OR = 0.62, p = 0.031). This study presents evidence establishing a causal relationship between mitochondrial dysfunction and NDDs. Furthermore, the identified candidate genes may serve as potential targets for drug development aimed at preventing NDDs.
目前的研究缺乏对线粒体相关基因与神经退行性疾病(NDDs)风险之间潜在因果关系的全面调查。我们旨在通过检查线粒体相关基因的表达水平,确定五种NDDs的潜在致病基因。通过整合来自表达定量性状位点(eQTL)数据集(人类血液和脑组织)、线粒体DNA拷贝数(mtDNA-CN)以及来自欧洲血统的五种NDDs的全基因组关联研究(GWAS)数据集的汇总统计数据,我们进行了孟德尔随机化(MR)分析,以探索线粒体相关基因与阿尔茨海默病(AD)、帕金森病(PD)、肌萎缩侧索硬化症(ALS)、额颞叶痴呆(FTD)和路易体痴呆(LBD)之间的潜在因果关系。采用敏感性分析和贝叶斯共定位来验证这种因果关系。通过MR分析,我们在人类血液或脑组织中确定了12个线粒体相关基因与AD、PD、ALS以及与运动神经元疾病重叠的FTD(FTD_MND)之间的潜在因果关系。贝叶斯共定位分析进一步证实了9个因果基因,包括AD的NDUFS2、EARS2和MRPL41;PD的NDUFAF2、MALSU1和METTL8;ALS的MYO19和MRM1;以及FTD_MND的FASTKD1。重要的是,在人类血液和脑组织中,NDUFS2对AD均表现出显著致病作用,而NDUFAF2对PD表现出强大的保护作用。此外,mtDNA-CN在LBD中起保护作用(OR = 0.62, p = 0.031)。本研究提供了证据,确立了线粒体功能障碍与NDDs之间的因果关系。此外,所鉴定的候选基因可能作为预防NDDs药物开发的潜在靶点。