Department of Otolaryngology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, China.
Department of Nursing, Suzhou BenQ Medical Center, The Affiliated BenQ Hospital of Nanjing Medical University, Suzhou, China.
Pathol Oncol Res. 2022 Aug 16;28:1610481. doi: 10.3389/pore.2022.1610481. eCollection 2022.
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.
口腔鳞状细胞癌(OSCC)是一种常见的头颈部癌症,其早期诊断不足,预后较差。为了鉴定 OSCC 的潜在诊断和预后标志物,我们首先使用加权基因共表达网络分析(WGCNA)从 GSE42743 构建了一个共表达模块。接下来,我们利用数据库(DAVID)对选定模块中的特定单元进行了基因本体论(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特定模块的枢纽基因。通过 WGCNA,利用 74 个肿瘤样本中的 17238 个基因构建了 16 个共表达模块。通过通路和功能富集分析, turquoise 模块与细胞周期、卵母细胞减数分裂和 p53 信号通路最密切相关。鉴定出 VRK1、NUP37、HMMR、SPC25 和 RUVBL1 等枢纽基因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,高表达枢纽基因的患者在临床预后不良。总之,从分子水平和临床水平鉴定出五个枢纽基因与口腔癌相关。因此,这些基因的检测具有重要意义。它们可以作为口腔癌的诊断和预后生物标志物。此外,它们还可以为提高患者的总体生存率和预后提供线索,这需要在未来进一步分析。