Song Zhiwei, Han Yupeng, Li Wangyu, Xu Yiya, He Yingchao, Wang Yinzhou
Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China; Department of Neurology, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China.
Shengli Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, China; Department of Anesthesiology, Fuzhou University Affiliated Provincial Hospital, Fuzhou, Fujian, China.
Gene. 2025 Mar 15;941:149207. doi: 10.1016/j.gene.2024.149207. Epub 2025 Jan 2.
Ischemic stroke (IS) is an important disease causing death and disability worldwide, and further investigation of IS-related genes through genome-wide association study (GWAS) data is valuable.
The study included GWAS data from 62,100 IS patients of European origin and 1,234,808 controls in a cross-tissue transcriptome association study (TWAS). A joint analysis was first performed by the Unified Test for Molecular Markers (UTMOST) and FUSION methods. The results of the joint analysis were also validated by fine-mapping through FOCUS. Mendelian randomisation analysis was performed to determine whether the obtained genes were causally related to IS. Genome Annotated Multiple Marker Analysis (MAGMA) explored which biological functions the genes associated with IS. We used Coloc to co-localise GWAS and eQTL of the genes. We also biologically validated the results by Western blotting and immunofluorescence staining in the middle cerebral artery occlusion/reperfusion (MCAO/R) mouse model.
Four TWAS methods identified only one new susceptibility gene (USP38) associated with IS risk. Mendelian randomization and colocalization analysis found that USP38 may be protective against IS development. Functional enrichment analysis indicated IS-related genes were mainly associated with the intrinsic fibrinogen activation, acute myocardial infarction, exogenous fibrinogen activation, coagulation cascade response, TNF signalling pathway and GRB2 signalling pathway. Western blotting and immunofluorescence staining demonstrated a reduction in USP38 expression in MCAO/R mice.
Our research indicates that USP38 is an essential gene related to IS, with its expression strongly connected with IS risk, thus providing new perspectives on the genetic framework of IS.
缺血性中风(IS)是一种在全球范围内导致死亡和残疾的重要疾病,通过全基因组关联研究(GWAS)数据进一步研究与IS相关的基因具有重要价值。
本研究纳入了跨组织转录组关联研究(TWAS)中62100名欧洲血统的IS患者和1234808名对照的GWAS数据。首先通过分子标记统一检验(UTMOST)和FUSION方法进行联合分析。联合分析的结果也通过FOCUS进行精细定位验证。进行孟德尔随机化分析以确定所获得的基因是否与IS存在因果关系。基因组注释多标记分析(MAGMA)探索了与IS相关的基因具有哪些生物学功能。我们使用Coloc对基因的GWAS和eQTL进行共定位。我们还通过大脑中动脉闭塞/再灌注(MCAO/R)小鼠模型中的蛋白质免疫印迹和免疫荧光染色对结果进行生物学验证。
四种TWAS方法仅鉴定出一个与IS风险相关的新易感基因(USP38)。孟德尔随机化和共定位分析发现USP38可能对IS的发生具有保护作用。功能富集分析表明,与IS相关的基因主要与内源性纤维蛋白原激活、急性心肌梗死、外源性纤维蛋白原激活、凝血级联反应、TNF信号通路和GRB2信号通路相关。蛋白质免疫印迹和免疫荧光染色显示MCAO/R小鼠中USP38表达降低。
我们的研究表明USP38是与IS相关的一个重要基因,其表达与IS风险密切相关,从而为IS的遗传框架提供了新的视角。