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Identification of differentially expressed genes between mucinous adenocarcinoma and other adenocarcinoma of colorectal cancer using bioinformatics analysis

机译:使用生物信息学分析鉴定粘液腺癌与结肠直肠癌腺癌的差异表达基因

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Objective As a unique histological subtype of colorectal cancer (CRC), mucinous adenocarcinoma (MC) has a poor prognosis and responds poorly to treatment. Genes and markers related to MC have not been reported. Methods To identify biomarkers involved in development of MC compared with other common adenocarcinoma (AC) subtypes, four datasets were obtained from the Gene Expression Omnibus database. Differentially expressed genes (DEGs) were identified using GEO2R. A protein–protein interaction network was constructed. Functional annotation for DEGs was performed via DAVID, Metascape, and BiNGO. Significant modules and hub genes were identified using Cytoscape, and expression of hub genes and relationships between hub genes and MC were analyzed. Results The DEGs were mainly enriched in negative regulation of cell proliferation, bicarbonate transport, response to peptide hormone, cell–cell signaling, cell proliferation, and positive regulation of the canonical Wnt signaling pathway. The Venn diagram revealed eight significant hub genes: CXCL9 , IDO1 , MET , SNAI2 , and ZEB2 were highly expressed in MC compared with AC, whereas AREG , TWIST1 , and ZEB1 were expressed at a low level. AREG and MET might be significant biomarkers for MC. Conclusion The identified DEGs might help elucidate the pathogenesis of MC, identify potential targets, and improve treatment for CRC.
机译:目的是结直肠癌(CRC)的独特组织学亚型,粘液腺癌(MC)预后差,治疗差异不佳。没有报告与MC相关的基因和标记。方法以鉴定涉及MC的发展的生物标志物与其他常见的腺癌(AC)亚型相比,从基因表达综合数据库获得了四种数据集。使用GEO2R鉴定差异表达基因(DEGS)。构建了蛋白质 - 蛋白质相互作用网络。 Degs的功能注释是通过David,FearAscape和Bingo进行的。使用Cytoscape鉴定了有效的模块和轮毂基因,分析了轮毂基因的表达和轮毂基因与MC之间的关系。结果DEG主要富集细胞增殖,碳酸氢盐转运,对肽激素的反应,细胞 - 细胞信号传导,细胞增殖和规范WNT信号通路的正调节。 VENN图揭示了八个重要的枢纽基因:CXCL9,IDO1,MET,SNAI2和ZEB2,与AC相比,在MC上高度表达,而ISG,Twist1和Zeb1以低水平表达。 ARG和MET可能是MC的重要生物标志物。结论所鉴定的可识别可帮助阐明MC的发病机制,鉴定潜在靶标,改善CRC的治疗。

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