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
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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