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The Identification of Core Gene Expression Signature in Hepatocellular Carcinoma

机译:肝细胞癌核心基因表达特征的鉴定

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Hepatocellular carcinoma (HCC) is one of the most common malignancies, which causes serious financial burden worldwide. This study aims to investigate the potential mechanisms contributing to HCC and identify core biomarkers. The HCC gene expression profile GSE41804 was picked out to analyze the differentially expressed genes (DEGs). Gene ontology (GO) and the Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were carried out using DAVID. We constructed a protein-protein interaction (PPI) network to visualize interactions of the DEGs. The survival analysis of these hub genes was conducted to evaluate their potential effects on HCC. In this analysis, 503 DEGs were captured (360 downregulated genes and 143 upregulated genes). Meanwhile, 15 hub genes were identified. GO analysis showed that the DEGs were mainly enriched in oxidative stress, cell cycle, and extracellular structure. KEGG analysis suggested the DEGs were enriched in the absorption, metabolism, and cell cycle pathway. PPI network disclosed that the top3 modules were mainly enriched in cell cycle, oxidative stress, and liver detoxification. In conclusion, our analysis uncovered that the alterations of oxidative stress and cell cycle are two major signatures of HCC. TOP2A, CCNB1, and KIF4A might promote the development of HCC, especially in proliferation and differentiation, which could be novel biomarkers and targets for diagnosis and treatment of HCC.
机译:肝细胞癌(HCC)是最常见的恶性肿瘤之一,在世界范围内造成严重的财务负担。这项研究旨在调查促成肝癌的潜在机制并确定核心生物标志物。挑出HCC基因表达谱GSE41804以分析差异表达基因(DEG)。使用DAVID进行了基因本体论(GO)和《京都议定书基因与基因组百科全书》(KEGG)分析。我们构建了蛋白质-蛋白质相互作用(PPI)网络以可视化DEGs的相互作用。对这些中枢基因进行了生存分析,以评估它们对肝癌的潜在影响。在此分析中,捕获了503个DEG(360个下调的基因和143个上调的基因)。同时,鉴定了15个毂基因。 GO分析表明,DEGs主要富含氧化应激,细胞周期和细胞外结构。 KEGG分析表明,DEG富含吸收,代谢和细胞周期途径。 PPI网络披露,top3模块主要在细胞周期,氧化应激和肝脏解毒方面富集。总之,我们的分析发现,氧化应激和细胞周期的改变是肝癌的两个主要特征。 TOP2A,CCNB1和KIF4A可能促进肝癌的发展,尤其是在增殖和分化方面,这可能是新型的生物标志物和肝癌的诊断和治疗靶标。

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