Identification of brain endothelial cell-specific genes and pathways in ischemic stroke by integrated bioinformatical analysis

IF 2.3 4区 医学 Q3 CLINICAL NEUROLOGY Brain Circulation Pub Date : 2023-10-01 DOI:10.4103/bc.bc_40_23
Yi Yan, Zhaohui Wang, Xiao Liu, Song Han, Junfa Li, Ying Zhang, Li Zhao
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Abstract

BACKGROUND: Ischemic stroke (IS) is a life-threatening condition with limited treatment options; thus, finding the potential key genes for novel therapeutic targets is urgently needed. This study aimed to explore novel candidate genes and pathways of brain microvessel endothelial cells (ECs) in IS by bioinformatics analysis. MATERIALS AND METHODS: The gene expression profiles of brain tissues or brain ECs in IS mice were downloaded from the online gene expression omnibus (GEO) to obtain the differentially expressed genes (DEGs) by R software. Functional enrichment analyses were used to cluster the functions and signaling pathways of the DEGs, while DEG-associated protein–protein interaction network was performed to identify hub genes. The target microRNAs and competitive endogenous RNA networks of key hub genes were constructed by Cytoscape. RESULTS: Totally 84 DEGs were obtained from 6 brain tissue samples and 4 brain vascular EC samples both from IS mice in the datasets GSE74052 and GSE137482, with significant enrichment in immune responses, such as immune system processes and T-cell activation. Eight hub genes filtered by Cytoscape were validated by two other GEO datasets, wherein key genes of interest were verified by reverse transcription-polymerase chain reaction using an in vitro ischemic model of EC cultures. Our data indicated that AURKA and CENPF might be potential therapeutic target genes for IS, and Malat1/Snhg12/Xist-miR-297b-3p-CENPF, as well as Mir17 hg-miR-34b-3p-CENPF, might be RNA regulatory pathways to control IS progression. CONCLUSIONS: Our work identified two brain EC-specific expressed genes in IS, namely, AURKA and CENPF, as potential gene targets for IS treatment. In addition, we presented miR-297b-3p/miR-34b-3p-CENPF as the potential RNA regulatory axes to prevent pathogenesis of IS.
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通过综合生物信息学分析鉴定缺血性中风的脑内皮细胞特异基因和通路
背景:缺血性脑卒中(IS)是一种危及生命的疾病,但治疗方案有限;因此,迫切需要找到潜在的关键基因作为新的治疗靶点。本研究旨在通过生物信息学分析探索缺血性脑卒中脑微血管内皮细胞(ECs)的新型候选基因和通路。材料与方法:从在线基因表达总库(GEO)下载IS小鼠脑组织或脑内皮细胞的基因表达谱,利用R软件获得差异表达基因(DEGs)。利用功能富集分析对DEGs的功能和信号通路进行聚类,并通过DEG相关蛋白-蛋白相互作用网络确定枢纽基因。利用Cytoscape构建了关键枢纽基因的靶microRNA和竞争性内源RNA网络。结果:在数据集 GSE74052 和 GSE137482 中,从 IS 小鼠的 6 个脑组织样本和 4 个脑血管 EC 样本中共获得了 84 个 DEGs,这些 DEGs 在免疫系统过程和 T 细胞活化等免疫反应方面有显著的富集。由 Cytoscape 筛选出的 8 个中心基因得到了另外两个 GEO 数据集的验证,其中的关键相关基因是通过体外缺血模型的 EC 培养物进行反转录聚合酶链反应验证的。我们的数据表明,AURKA和CENPF可能是IS的潜在治疗靶基因,Malat1/Snhg12/Xist-miR-297b-3p-CENPF以及Mir17 hg-miR-34b-3p-CENPF可能是控制IS进展的RNA调控通路。结论:我们的研究发现了两个在IS中特异表达的脑EC基因,即AURKA和CENPF,它们是治疗IS的潜在基因靶点。此外,我们还发现 miR-297b-3p/miR-34b-3p-CENPF 是预防 IS 发病的潜在 RNA 调控轴。
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来源期刊
Brain Circulation
Brain Circulation Multiple-
自引率
5.30%
发文量
31
审稿时长
16 weeks
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