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Identification of key candidate genes and pathways in hepatitis B virus-associated acute liver failure by bioinformatical analysis

机译:通过生物信息学分析鉴定乙型肝炎病毒相关的急性肝衰竭的关键候选基因和途径

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Hepatitis B virus -associated acute liver failure (HBV-ALF) is a rare but life-threatening syndrome that carried a high morbidity and mortality. Our study aimed to explore the possible molecular mechanisms of HBV-ALF by means of bioinformatics analysis. In this study, genes expression microarray datasets of HBV-ALF from Gene Expression Omnibus were collected, and then we identified differentially expressed genes (DEGs) by the limma package in R. After functional enrichment analysis, we constructed the protein–protein interaction (PPI) network by the Search Tool for the Retrieval of Interacting Genes online database and weighted genes coexpression network by the WGCNA package in R. Subsequently, we picked out the hub genes among the DEGs. A total of 423 DEGs with 198 upregulated genes and 225 downregulated genes were identified between HBV-ALF and normal samples. The upregulated genes were mainly enriched in immune response, and the downregulated genes were mainly enriched in complement and coagulation cascades. Orosomucoid 1 (ORM1), orosomucoid 2 (ORM2), plasminogen (PLG), and aldehyde oxidase 1 (AOX1) were picked out as the hub genes that with a high degree in both PPI network and weighted genes coexpression network. The weighted genes coexpression network analysis found out 3 of the 5 modules that upregulated genes enriched in were closely related to immune system. The downregulated genes enriched in only one module, and the genes in this module majorly enriched in the complement and coagulation cascades pathway. In conclusion, 4 genes (ORM1, ORM2, PLG, and AOX1) with immune response and the complement and coagulation cascades pathway may take part in the pathogenesis of HBV-ALF, and these candidate genes and pathways could be therapeutic targets for HBV-ALF.
机译:乙型肝炎病毒相关的急性肝衰竭(HBV-ALF)是一种罕见但危及生命的综合征,其发病率和死亡率很高。我们的研究旨在通过生物信息学分析探索HBV-ALF的可能分子机制。在这项研究中,收集了来自Gene Expression Omnibus的HBV-ALF的基因表达微阵列数据集,然后我们通过R的limma包识别了差异表达的基因(DEG)。经过功能富集分析后,我们构建了蛋白质-蛋白质相互作用(PPI) ),通过搜索工具检索相互作用基因在线数据库和加权基因共表达网络(通过R中的WGCNA软件包)。随后,我们选择了DEG中的中枢基因。在HBV-ALF和正常样本之间共鉴定出423个DEG,其中有198个上调基因和225个下调基因。上调的基因主要在免疫应答中富集,而下调的基因主要在补体和凝血级联中富集。选出了类卵泡蛋白1(ORM1),类卵泡蛋白2(ORM2),纤溶酶原(PLG)和醛氧化酶1(AOX1)作为在PPI网络和加权基因共表达网络中都高度表达的中枢基因。加权基因共表达网络分析发现,上调富集的5个模块中有3个与免疫系统密切相关。下调的基因仅富集一个模块,而该模块中的基因主要富集补体和凝血级联途径。总之,具有免疫应答以及补体和凝血级联途径的4个基因(ORM1,ORM2,PLG和AOX1)可能参与了HBV-ALF的发病过程,这些候选基因和途径可能是HBV-ALF的治疗靶标。

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