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Bioinformatics analysis of gene expression profiles to identify causal genes in luminal B2 breast cancer

机译:基因表达谱的生物信息学分析以鉴定管腔B2乳腺癌中的致病基因

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摘要

Patients with the luminal B subtype of breast cancer exhibit a poor prognosis, high metastatic risk and high incidence of chemotherapy resistance. Luminal B breast cancer is sub-classified into B1 and B2. The pathophysiological mechanism of luminal B2 breast cancer (LB2BC) progression has yet to be characterized. Therefore, the present study aimed to identify the genes involved in the pathogenesis of LB2BC. The data of 117 LB2BC expression profiles were downloaded from The Cancer Genome Atlas (TCGA) and differentially expressed genes (DEGs) were identified by comparison with non-tumor tissue expression profiles. Gene Ontology enrichment analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis and protein-protein interaction (PPI) networks were used to obtain insight into the functions of DEGs. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) analysis was performed to validate the expression level of DEGs in tissue samples. A total of 2,251 DEGs, including 759 upregulated and 1,492 downregulated genes, were identified between LB2BC and non-tumor tissues. The top 15 upregulated and downregulated genes were used to construct a PPI network: Epidermal growth factor receptor (EGFR), fibronectin-1 (FN1) and Polo-like kinase-1 had the highest connectivity degrees. KEGG analysis identified that DEGs were most significantly enriched in ‘focal adhesion’, ‘pathways in cancer’ and ‘ECM-receptor interaction’ pathways. The results of RT-qPCR demonstrated that EGFR was significantly downregulated in LB2BC, whereas FN1 was significantly upregulated, whereas neurotrophic receptor tyrosine kinase 2 (NTRK2) trended towards downregulation. In conclusion, the DEGs identified in the present study, including NTRK2, FN1 and EGFR, may serve pivotal roles in the tumorigenesis of LB2BC by affecting the ‘focal adhesion’, ‘pathways in cancer’ and ‘ECM-receptor interaction’ KEGG pathways.
机译:患有管腔B型亚型的患者预后差,转移风险高,化疗耐药发生率高。发光性B乳腺癌分为B1和B2。腔B2乳腺癌(LB2BC)进展的病理生理机制尚未确定。因此,本研究旨在鉴定参与LB2BC发病​​机制的基因。从癌症基因组图谱(TCGA)下载了117个LB2BC表达谱的数据,并通过与非肿瘤组织表达谱进行比较来鉴定差异表达基因(DEG)。使用基因本体论富集分析,京都基因与基因组百科全书(KEGG)途径分析和蛋白质-蛋白质相互作用(PPI)网络来深入了解DEG的功能。进行逆转录定量聚合酶链反应(RT-qPCR)分析以验证组织样品中DEGs的表达水平。在LB2BC和非肿瘤组织之间共鉴定到2,251个DEG,包括759个上调基因和1,492个下调基因。前15个上调和下调的基因用于构建PPI网络:表皮生长因子受体(EGFR),纤连蛋白1(FN1)和Polo样激酶1具有最高的连通度。 KEGG分析发现,DEG在“粘着斑”,“癌症途径”和“ ECM-受体相互作用”途径中含量最高。 RT-qPCR的结果表明LB2BC中EGFR显着下调,而FN1显着上调,而神经营养受体酪氨酸激酶2(NTRK2)趋于下调。总之,本研究中鉴定的DEG,包括NTRK2,FN1和EGFR,可能通过影响“局灶性粘附”,“癌症途径”和“ ECM-受体相互作用” KEGG途径在LB2BC的肿瘤发生中发挥关键作用。

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