SH2B衔接蛋白3作为胃癌预后生物标志物的生物信息学分析以及实验验证

Bioinformatics analysis and experimental validation of SH2B adaptor protein 3 as a prognostic biomarker for gastric cancer

  • 摘要:
    目的 运用生物信息学方法并结合实验验证SH2B衔接蛋白3(SH2B3)在胃癌细胞中的表达。
    方法 整合基因表达综合数据库(GEO)与癌症基因组图谱(TCGA)数据库中的胃癌RNA-sep数据及芯片数据集,筛选差异表达基因并取交集,对交集基因进行基因本体论(GO)分析、京都基因和基因组百科全书(KEGG)通路富集分析以及蛋白质相互作用(PPI)网络分析。基于数据库探讨SH2B3表达及其与临床特征和免疫浸润的相关性,并通过RT-qPCR验证其在胃癌细胞中的表达水平。
    结果 GO分析显示,基因主要参与血管发育、细胞外基质以及氧化还原酶活性等过程。KEGG分析表明,基因富集于PI3K-Akt通路、细胞因子互作以及癌症通路等。基因集富集分析(GSEA)显示, SH2B3显著富集到上皮-间质转化、IL-6/JAK/STAT3信号通路、KRAS-UP以及KRAS-DN信号通路。SH2B3在胃癌细胞中表达显著升高,且关联较差的生存预后, SH2B3高表达患者总生存期风险比(HR)为1.62; SH2B3对静止CD4+记忆T细胞、浆细胞、活化NK细胞呈负调控,对活化CD4+记忆T细胞、静止NK细胞呈正调控。RT-qPCR分析发现, SH2B3在胃癌AGS(P<0.01)、HGC-27(P<0.05)、NCI-N87(P<0.05)细胞系中高表达。
    结论 SH2B3在胃癌细胞中呈高表达,且与患者不良预后以及肿瘤免疫微环境调控紧密相关。SH2B3可能通过上皮-间质转化信号通路介导胃癌进展。

     

    Abstract:
    Objective To investigate the expression of SH2B adaptor protein 3 (SH2B3) in gastric cancer cells by combining of bioinformatics methods with experimental validation.
    Methods RNA-seq data and microarray datasets of gastric cancer from the Gene Expression Omnibus (GEO) and the Cancer Genome Atlas (TCGA) databases were integrated to screen for differentially expressed genes and identify their intersections. Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, and protein-protein interaction (PPI) network analysis were performed on the intersecting genes. The expression of SH2B3 and its correlation with clinical characteristics and immune infiltration were explored based on databases, and its expression level in gastric cancer cells was validated by RT-qPCR.
    Results GO analysis revealed that the genes were primarily involved in processes such as vascular development, extracellular matrix, and oxidoreductase activity. KEGG analysis indicated that the genes were enriched in pathways including the PI3K-Akt pathway, cytokine interactions, and cancer pathways. Gene set enrichment analysis (GSEA) showed that SH2B3 was significantly enriched in epithelial-mesenchymal transition, IL-6/JAK/STAT3 signaling pathway, KRAS-UP signaling pathway, and KRAS-DN signaling pathway. SH2B3 expression was significantly elevated in gastric cancer cells and was associated with poor survival prognosis, with a hazard ratio (HR) of 1.62 for overall survival in patients with high SH2B3 expression. SH2B3 exhibited negative regulation of resting CD4+ memory T cells, plasma cells, and activated NK cells, while showing positive regulation of activated CD4+ memory T cells and resting NK cells. RT-qPCR analysis revealed high expression of SH2B3 in the gastric cancer cell lines AGS (P < 0.01), HGC-27 (P < 0.05), and NCI-N87 (P < 0.05).
    Conclusion SH2B3 is highly expressed in gastric cancer cells and is closely associated with poor prognosis and regulation of the tumor immune microenvironment. SH2B3 may mediate gastric cancer progression through the epithelial-mesenchymal transition signaling pathway.

     

/

返回文章
返回