Zhang Xuezhong, Zhao Mengmeng, Chu Tingting, Wei Jiasha, Jia Qingmei
Department of Laboratory Medicine, Zibo Central Hospital, Zibo, Shandong, China.
Department of Stomatology, Binzhou People's Hospital, Binzhou, Shandong, China.
Sci Rep. 2025 Aug 19;15(1):30361. doi: 10.1038/s41598-025-15758-3.
Head and neck squamous cell carcinoma (HNSC) is a highly aggressive malignancy with poor prognosis, necessitating the identification of novel biomarkers for improved diagnosis and treatment. The exosome complex (EXOSC) family plays a crucial role in RNA metabolism, but its significance in HNSC remains poorly understood. We performed a comprehensive multi-omics analysis integrating data from TCGA, GEO, CPTAC, and the Human Protein Atlas to investigate the expression, prognostic value, and immune relevance of EXOSC genes in HNSC. We conducted differential expression analysis, survival analysis (OS, DSS, PFI), ROC curve evaluation, and clinicopathological correlation studies. Genetic alterations were examined using cBioPortal. Gene co-expression and enrichment analyses were used to elucidate potential molecular functions, and a protein-protein interaction (PPI) network was constructed via GeneMANIA. Immune infiltration, immune checkpoint correlations, and RNA modification associations were assessed using ssGSEA, Spearman correlation, and RNA modification databases. Experimental validation was performed by qRT-PCR in HNSC and normal cell lines. All EXOSC family members were significantly upregulated in HNSC tissues and cell lines. ROC analysis demonstrated favorable diagnostic potential, particularly for EXOSC2 (AUC = 0.910). Elevated expression of EXOSC2, EXOSC3, EXOSC8, and EXOSC9 was significantly associated with poor OS, DSS, and PFI. High expression of EXOSC2, EXOSC4, EXOSC5, and EXOSC9 correlated with advanced clinical stage, lymphovascular invasion, and poor therapeutic outcomes. cBioPortal analysis revealed EXOSC4 had the highest genetic alteration frequency (8%), primarily due to amplification. Immune infiltration analysis showed EXOSC gene expression was significantly correlated with various immune cell populations and immune checkpoint molecules, especially EXOSC3, EXOSC9, and EXOSC10. Functional enrichment and PPI network analyses indicated that EXOSC family genes participate in RNA metabolism, exoribonuclease activity, and immune-related pathways. A prognostic risk model based on EXOSC co-expressed genes demonstrated strong predictive performance for patient survival. Our study reveals that EXOSC family genes are significantly dysregulated in HNSC and are associated with tumor progression, prognosis, immune microenvironment modulation, and RNA modification. These findings highlight the potential of EXOSC members as novel diagnostic and prognostic biomarkers and suggest their relevance as therapeutic targets in HNSC.
头颈部鳞状细胞癌(HNSC)是一种侵袭性很强、预后较差的恶性肿瘤,因此需要鉴定新的生物标志物以改善诊断和治疗。外泌体复合物(EXOSC)家族在RNA代谢中起关键作用,但其在HNSC中的意义仍知之甚少。我们进行了一项全面的多组学分析,整合了来自TCGA、GEO、CPTAC和人类蛋白质图谱的数据,以研究EXOSC基因在HNSC中的表达、预后价值和免疫相关性。我们进行了差异表达分析、生存分析(总生存期、疾病特异性生存期、无进展生存期)、ROC曲线评估和临床病理相关性研究。使用cBioPortal检查基因改变。基因共表达和富集分析用于阐明潜在的分子功能,并通过GeneMANIA构建蛋白质-蛋白质相互作用(PPI)网络。使用单样本基因集富集分析(ssGSEA)、Spearman相关性分析和RNA修饰数据库评估免疫浸润、免疫检查点相关性和RNA修饰关联。通过qRT-PCR在HNSC和正常细胞系中进行实验验证。所有EXOSC家族成员在HNSC组织和细胞系中均显著上调。ROC分析显示出良好的诊断潜力,尤其是EXOSC2(曲线下面积[AUC]=0.910)。EXOSC2、EXOSC3、EXOSC8和EXOSC9的表达升高与较差的总生存期、疾病特异性生存期和无进展生存期显著相关。EXOSC2、EXOSC4、EXOSC5和EXOSC9的高表达与晚期临床分期、淋巴管浸润和较差的治疗结果相关。cBioPortal分析显示EXOSC4的基因改变频率最高(8%),主要是由于扩增。免疫浸润分析表明,EXOSC基因表达与各种免疫细胞群体和免疫检查点分子显著相关,尤其是EXOSC3、EXOSC9和EXOSC10。功能富集和PPI网络分析表明,EXOSC家族基因参与RNA代谢、核糖核酸外切酶活性和免疫相关途径。基于EXOSC共表达基因的预后风险模型对患者生存具有很强的预测性能。我们的研究表明,EXOSC家族基因在HNSC中显著失调,并与肿瘤进展、预后、免疫微环境调节和RNA修饰相关。这些发现突出了EXOSC成员作为新型诊断和预后生物标志物的潜力,并表明它们作为HNSC治疗靶点的相关性。