口腔鳞状细胞癌共表达模块和肿瘤进展相关基因的鉴定。

Pathology oncology research : POR Pub Date : 2022-08-16 eCollection Date: 2022-01-01 DOI:10.3389/pore.2022.1610481
Zhijie Fang, Feifei Wang, Mengya Zhang, Hua Huang, Zhiqiang Lin
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引用次数: 1

摘要

口腔鳞状细胞癌(OSCC)是一种常见的头颈部癌症,缺乏早期诊断和预后差。为了确定潜在的OSCC诊断和预后标志物,我们首先使用加权基因共表达网络分析(WGCNA)从GSE42743构建共表达模块。接下来,我们利用Database for Annotation, Visualization, and Integrated Discovery (DAVID)对选定模块中的指定单元进行了基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析。此外,我们从多个数据集(如GEPIA和TCGA)中鉴定并验证了这些指定模块的枢纽基因。利用WGCNA共构建74份肿瘤样本的17238个基因共表达模块16个。通过通路和功能富集分析,绿松石模块与细胞周期、卵母细胞减数分裂和p53信号通路的关系最为密切。Hub基因VRK1、NUP37、HMMR、SPC25、RUVBL1在分子水平和临床水平上均与口腔癌相关。这些基因在肿瘤组织和正常组织中的表达存在差异。同时,hub基因高表达的患者临床预后较差。综上所述,我们从分子水平和临床水平鉴定出5个与口腔癌相关的枢纽基因。因此,检测这些基因具有重要意义。它们可以被视为口腔癌的诊断和预后生物标志物。此外,它们可能有助于改善患者的总体生存和预后,这需要在未来进一步分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Identification of Co-Expression Modules and Genes Associated With Tumor Progression in Oral Squamous Cell Carcinoma.

Oral squamous cell carcinoma (OSCC) is a common head-and-neck cancer with a deficiency of early diagnosis and poor prognosis. To identify potential diagnostic and prognostic markers of OSCC, we firstly used weighted gene co-expression network analysis (WGCNA) to build a co-expression module from GSE42743. Next, we performed Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses on specified units from selected modules utilizing Database for Annotation, Visualization, and Integrated Discovery (DAVID). Additionally, we identified and validate hub genes of these specified modules from multiple datasets like GEPIA and TCGA. In total 16 co-expression modules were built by 17,238 genes of 74 tumor samples utilizing WGCNA. Through pathway and functional enrichment analysis, the turquoise module was most firmly relevant to the cell cycle, oocyte meiosis, and p53 signaling pathway. Hub genes VRK1, NUP37, HMMR, SPC25, and RUVBL1 were identified to be related to oral cancer at both molecular level and clinical levels. The expressions of these genes differed in tumor tissues and normal tissues. Meanwhile, patients with high hub gene expression had a poor prognosis clinically. To conclude, five hub genes were identified to be relevant to oral cancer from the molecular level and the clinical level. Therefore, the detection of these genes was of great significance. They can be regarded as diagnostic and prognostic biomarkers for oral cancer. Also, they could shed light on the improvement of patients' overall survival and prognosis, which needs further analysis in the future.

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