Fan Zhe, Liu Wanyu, Gao Zhiwei, Liu Youfa, Hai Hongyang, Lv Zhenyang
Department of Thoracic Surgery 2, the Second Hospital of Dalian Medical University, No. 467 Zhongshan Road, Shahekou District, Dalian, 116000, China.
Department of General Surgery, People's Hospital of Huangyuan County in Qinghai Province, Xining City, 812100, Qinghai Province, China.
BMC Cancer. 2025 Apr 14;25(1):688. doi: 10.1186/s12885-025-14044-9.
The Cms1 ribosomal small subunit homolog (CMSS1), an RNA-binding protein (RBP), plays a crucial role in tumor development. However, the prognostic and immunological role of CMSS1 in non-small cell lung cancer (NSCLC) remains unclear.
Differentially expressed RBP genes were identified using The Cancer Genome Atlas (TCGA) database, and the hub RBP-related gene, CMSS1, was selected through univariate Cox regression analysis and Kaplan-Meier tests. To evaluate the prognostic capacity of the CMSS1, time-dependent receiver operating characteristic curves, Kaplan-Meier curves and multivariate Cox regression analyses were conducted. The relationship between the CMSS1 gene and tumor-infiltrating immune cells was assessed using the ImmuCellAI algorithm. Additionally, a loss-of-function assay was performed to investigate the functional role of CMSS1 in NSCLC cells.
Bioinformatic analysis revealed that CMSS1, an RBP-related gene, was notably upregulated in NSCLC tumors, with elevated RNA levels correlating with poor prognosis in NSCLC patients. Immune cell infiltration analysis showed that CMSS1 expression was negatively correlated with CD4 T cells and was positively correlated with macrophages and Tregs. Furthermore, RT-qPCR and western blot confirmed the increased CMSS1 mRNA and CMSS1 protein levels in NSCLC cell lines. Significantly, downregulation of CMSS1 inhibited NSCLC cell viability, migration and invasion.
Our findings suggest that CMSS1 may serve as both a prognostic indicator and a therapeutic target for patients with NSCLC. This study may provide potential guidance for precision therapy and accurate prognosis prediction for patients with NSCLC.
Cms1核糖体小亚基同源物(CMSS1)是一种RNA结合蛋白(RBP),在肿瘤发展中起关键作用。然而,CMSS1在非小细胞肺癌(NSCLC)中的预后和免疫作用仍不清楚。
使用癌症基因组图谱(TCGA)数据库鉴定差异表达的RBP基因,并通过单变量Cox回归分析和Kaplan-Meier检验选择枢纽RBP相关基因CMSS1。为了评估CMSS1的预后能力,进行了时间依赖性受试者工作特征曲线、Kaplan-Meier曲线和多变量Cox回归分析。使用ImmuCellAI算法评估CMSS1基因与肿瘤浸润免疫细胞之间的关系。此外,进行了功能丧失试验以研究CMSS1在NSCLC细胞中的功能作用。
生物信息学分析显示,RBP相关基因CMSS1在NSCLC肿瘤中显著上调,RNA水平升高与NSCLC患者的不良预后相关。免疫细胞浸润分析表明,CMSS1表达与CD4 T细胞呈负相关,与巨噬细胞和调节性T细胞呈正相关。此外,RT-qPCR和蛋白质印迹证实了NSCLC细胞系中CMSS1 mRNA和CMSS1蛋白水平的增加。值得注意的是,CMSS1的下调抑制了NSCLC细胞的活力、迁移和侵袭。
我们的研究结果表明,CMSS1可能作为NSCLC患者的预后指标和治疗靶点。本研究可能为NSCLC患者的精准治疗和准确预后预测提供潜在指导。