Department of Oral and Maxillofacial Pathology, School of Dentistry, Dental Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.
Department of Oral and Maxillofacial Pathology, School of Dentistry, Hamadan University of Medical Sciences, Hamadan, Iran.
Anal Cell Pathol (Amst). 2024 Sep 18;2024:6260651. doi: 10.1155/2024/6260651. eCollection 2024.
Oral squamous cell carcinoma (OSCC) is a prevalent and aggressive form of head and neck cancer, often diagnosed at advanced stages. Elucidating the molecular mechanisms involved in the malignant transformation from normal oral tissue to oral preinvasive lesions (OPL) and primary OSCC could facilitate early diagnosis and improve therapeutic strategies. Differentially expressed genes (DEGs) were identified from the GSE30784 dataset by comparing normal oral tissue, oral dysplasia, and primary OSCC samples. Cross-validation was performed using an independent RNA-seq dataset, GSE186775. Protein-protein interaction (PPI) network analysis, gene ontology annotation, and pathway enrichment analysis were conducted on the common DEGs. Hub genes were identified, and their prognostic significance was evaluated using survival analysis. Transcription factor (TF) enrichment analysis, cross-validation, and immunohistochemistry analyses were also performed. A total of 226 proteins and 677 interactions were identified in the PPI network, with 34 hub genes, including FN1, SERPINE1, PLAUR, THBS1, and ITGA6. Pathways such as "Formation of the cornified envelope," "Keratinization," and "Developmental biology" were enriched. Overexpression of SERPINE1, PLAUR, THBS1, and ITGA6 correlated with poor prognosis, while upregulation of CALML5 and SPINK5 was associated with favorable outcomes. NFIB emerged as the most significant TF-regulating hub genes. Immunohistochemistry validated ITGA6 overexpression in primary OSCC. Cross-validation using the RNA-seq dataset supported the involvement of critical genes in the malignant transformation process. This study identified vital genes, pathways, and prognostic markers involved in the malignant transformation from normal oral tissue to OPL and primary OSCC, providing insights for early diagnosis and targeted therapy development. Cross-validation with an independent RNA-seq dataset and immunohistochemistry reinforced the findings, supporting the robustness of the identified molecular signatures.
口腔鳞状细胞癌(OSCC)是一种常见且侵袭性强的头颈部癌症,通常在晚期诊断。阐明从正常口腔组织到口腔上皮内瘤变(OPL)和原发性 OSCC 的恶性转化涉及的分子机制,可以促进早期诊断并改善治疗策略。通过比较正常口腔组织、口腔发育不良和原发性 OSCC 样本,从 GSE30784 数据集识别差异表达基因(DEGs)。使用独立的 RNA-seq 数据集 GSE186775 进行交叉验证。对共同 DEGs 进行蛋白质-蛋白质相互作用(PPI)网络分析、基因本体论注释和途径富集分析。鉴定出枢纽基因,并通过生存分析评估其预后意义。还进行了转录因子(TF)富集分析、交叉验证和免疫组织化学分析。在 PPI 网络中鉴定出 226 种蛋白质和 677 种相互作用,其中包括 FN1、SERPINE1、PLAUR、THBS1 和 ITGA6 在内的 34 个枢纽基因。富集的途径包括“形成角蛋白包膜”、“角化”和“发育生物学”。SERPINE1、PLAUR、THBS1 和 ITGA6 的过度表达与预后不良相关,而 CALML5 和 SPINK5 的上调与良好的结果相关。NFIB 是调节枢纽基因的最显著 TF。免疫组织化学验证了原发性 OSCC 中 ITGA6 的过表达。使用 RNA-seq 数据集的交叉验证支持关键基因参与正常口腔组织向 OPL 和原发性 OSCC 的恶性转化过程。本研究确定了涉及正常口腔组织向 OPL 和原发性 OSCC 恶性转化的重要基因、途径和预后标志物,为早期诊断和靶向治疗的发展提供了思路。使用独立的 RNA-seq 数据集和免疫组织化学进行的交叉验证加强了这些发现,支持了所鉴定的分子特征的稳健性。