Reactive astrocyte-related pathogenic genes in Parkinson's disease: A multi-omics Mendelian randomization study

孟德尔随机化 生物 全基因组关联研究 遗传关联 遗传学 疾病 DNA甲基化 基因 甲基化 数量性状位点 黑质 帕金森病 等位基因 生物标志物 表达数量性状基因座 混淆 孟德尔遗传 基因表达 神经炎症 一致性 候选基因 单核苷酸多态性 基因表达调控 生物信息学 特质
作者
Huixi Wang,Jiahao Hu,Bin Mo,Junju Li,Haixin Cai,Qingzhi Li
出处
期刊:Journal of Parkinson's disease [IOS Press]
卷期号:: 1877718X251395514-1877718X251395514
标识
DOI:10.1177/1877718x251395514
摘要

Background Reactive astrocytes are one of the pathological features of Parkinson's disease (PD) and are associated with neuroinflammation and neuronal damage. Objective To explore the causal relationship between reactive astrocyte-related genes and PD through the summary data-based Mendelian randomization (SMR). Methods We combined these reactive astrocyte-related Quantitative Trait Loci (QTLs) data with PD genome-wide association study (GWAS) statistics. Using SMR, we explored causal links between gene expression, methylation and protein levels (pQTL) with PD, which were validated through colocalization analysis, replication cohorts and substantia nigra tissue data. The study also explored the causal relationship between DNA methylation and gene expression. Results SMR analysis identified 95 mQTLs (corresponding to 44 genes), 9 eQTLs, and 7 pQTLs nominally associated with PD (P-SMR_multi < 0.05 & P-SMR < 0.05, and P-HEIDI > 0.01). There was still a significant causal association between MAPK1 expression and Parkinson's disease risk after FDR correction (OR = 2.085, 95%CI = 1.463 to 2.972, P-HEIDI = 0.225, P-SMR FDR = 0.013), supported by strong colocalization (PPH4 = 0.987). Similarly, there was a significant association between corrected CTSB protein levels and Parkinson's disease risk (OR = 0.855, 95%CI = 0.791 to 0.925, P-HEIDI = 0.076, P-SMR FDR = 0.028). The methylation and expression of CLEC3B and PLAU were both nominally associated with the risk of PD. Further analysis revealed that there was also a causal relationship between their methylation and expression. Conclusions We identified the MAPK1 gene as a potential causative gene for PD. Its high expression was robustly causally associated with an increased risk of PD and was supported by strong colocalization evidence.
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