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Transcriptomic analyses identify key differentially expressed genes and clinical outcomes between triple-negative and non-triple-negative breast cancer

机译:转录组学分析可确定三阴性和非三阴性乳腺癌之间的关键差异表达基因和临床结果

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Purpose: There are significant differences in the biological behavior between triple-negative breast cancer (TNBC) and non-triple-negative breast cancer (non-TNBC). In the present study, we identify key differential genes and clinical outcomes between TNBC and non-TNBC. Materials and methods: Transcriptomic analyses used GEO datasets (GSE76275), gene ontology, KEGG pathway analysis and cBioPortal. Quantitative RT-PCR analysis (qRT-PCR) was used to validate the differentially expressed genes. We used the KM Plotter Online Tool and 240 patients with TNBC tissue microarray to assay the prognostic value of HORMAD1 . Results: The upregulated differentially expressed genes were enriched in transcription factor activity, sequence-specific DNA binding and nucleic acid binding transcription factor activity. Only 16 genes were upregulated when further screened for fold change 4-fold change. HORMAD1 and SOX8 exhibited high frequencies of change of greater than 10% ( HORMAD1 was close to 20%). qRT-PCR results indicated that HORMAD1 and SOX8 mRNA levels were significantly upregulated in TNBC samples. In KM Plotter Online Tool, high HORMAD1 was associated with worse outcome. In our tissue microarray (including 240 TNBC tissues), IHC analysis revealed that 29.7% (55/240) of the tumor samples exhibited high HORMAD 1 expression and 70.3% (185/240) of the tumor samples exhibited low HORMAD1 expression levels. Meanwhile, high HORMAD1 group has a bad prognosis. Conclusion: The status of transcriptional activation is an important difference between TNBC and non-TNBC. HORMAD1 is a key differential gene associated with poor outcome in TNBC. Epigenetic therapy and agents targeting cancer/testis antigens might potentially help to customize therapies of TNBC.
机译:目的:三阴性乳腺癌(TNBC)和非三阴性乳腺癌(non-TNBC)在生物学行为上有显着差异。在本研究中,我们确定了TNBC和非TNBC之间的关键差异基因和临床结局。材料和方法:转录组学分析使用GEO数据集(GSE76275),基因本体论,KEGG通路分析和cBioPortal。定量RT-PCR分析(qRT-PCR)用于验证差异表达的基因。我们使用KM绘图仪在线工具和240例TNBC组织芯片患者来分析HORMAD1的预后价值。结果:上调的差异表达基因在转录因子活性,序列特异性DNA结合和核酸结合转录因子活性方面富集。当进一步筛选倍数变化> 4倍变化时,只有16个基因被上调。 HORMAD1和SOX8的变化频率高,大于10%(HORMAD1接近20%)。 qRT-PCR结果表明,TNBC样品中HORMAD1和SOX8 mRNA水平显着上调。在KM Plotter在线工具中,较高的HORMAD1与较差的结果相关。在我们的组织微阵列(包括240个TNBC组织)中,IHC分析显示29.7%(55/240)的肿瘤样品显示高HORMAD1表达,而70.3%(185/240)的肿瘤样品显示HORMAD1低表达。同时,高HORMAD1组预后不良。结论:转录激活状态是TNBC和非TNBC之间的重要区别。 HORMAD1是与TNBC预后不良相关的关键差异基因。表观遗传疗法和靶向癌症/睾丸抗原的药物可能有助于定制TNBC疗法。

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