Yang Xiuping, Han Baoai, He Zuhong, Zhang Ya, Lin Kun, Su Hongguo, Hosseini Davood K, Sun Haiying, Yang Minlan, Chen Xiong
Department of Otorhinolaryngology, Head and Neck Surgery, Zhongnan Hospital of Wuhan University, Wuhan, China.
Department of Otorhinolaryngology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Front Cell Dev Biol. 2021 Sep 9;9:715027. doi: 10.3389/fcell.2021.715027. eCollection 2021.
The abnormality of RNA-binding proteins (RBPs) is closely related to the tumorigenesis and development of esophageal squamous cell carcinoma (ESCC), and has been an area of interest for research recently. In this study, 162 tumors and 11 normal samples are obtained from The Cancer Genome Atlas database, among which 218 differentially expressed RBPs are screened. Finally, a prognostic model including seven RBPs (CLK1, DDX39A, EEF2, ELAC1, NKRF, POP7, and SMN1) is established. Further analysis reveals that the overall survival (OS) rate of the high-risk group is lower than that of the low-risk group. The area under the receiver operating characteristic (ROC) curve (AUC) of the training group and testing group is significant (AUCs of 3 years are 0.815 and 0.694, respectively, AUCs of 5 years are 0.737 and 0.725, respectively). In addition, a comprehensive analysis of seven identified RBPs shows that most RBPs are related to OS in patients with ESCC, among which EEF2 and ELCA1 are differentially expressed at the protein level of ESCC and control tissues. CLK1 and POP7 expressions in esophageal cancer tumor samples are undertaken using the tissue microarray, and show that CLK1 mRNA levels are relatively lower, and POP7 mRNA levels are higher compared with non-cancerous esophageal tissues. Survival analysis reveals that a higher expression of CLK1 predicts a significant worse prognosis, and a lower expression of POP7 predicts a worse prognosis in esophageal cancer. These results suggest that CLK1 may promote tumor progression, and POP7 may hinder the development of esophageal cancer. In addition, gene set enrichment analysis reveals that abnormal biological processes related to ribosomes and abnormalities in classic tumor signaling pathways such as TGF-β are important driving forces for the occurrence and development of ESCC. Our results provide new insights into the pathogenesis of ESCC, and seven RBPs have potential application value in the clinical prognosis prediction of ESCC.
RNA结合蛋白(RBPs)的异常与食管鳞状细胞癌(ESCC)的发生发展密切相关,是近年来的研究热点。本研究从癌症基因组图谱数据库中获取了162个肿瘤样本和11个正常样本,筛选出218个差异表达的RBPs。最终,建立了一个包含7个RBPs(CLK1、DDX39A、EEF2、ELAC1、NKRF、POP7和SMN1)的预后模型。进一步分析显示,高危组的总生存(OS)率低于低危组。训练组和测试组的受试者工作特征(ROC)曲线下面积(AUC)显著(3年的AUC分别为0.815和0.694,5年的AUC分别为0.737和0.725)。此外,对7个鉴定出的RBPs进行综合分析表明,大多数RBPs与ESCC患者的OS相关,其中EEF2和ELCA1在ESCC和对照组织的蛋白质水平上差异表达。利用组织芯片检测食管癌肿瘤样本中CLK1和POP7的表达,结果显示与非癌食管组织相比,CLK1 mRNA水平相对较低,POP7 mRNA水平较高。生存分析显示,CLK1高表达预示食管癌预后显著较差,POP7低表达预示预后较差。这些结果表明,CLK1可能促进肿瘤进展,而POP7可能阻碍食管癌的发展。此外,基因集富集分析显示,与核糖体相关的异常生物学过程以及经典肿瘤信号通路如TGF-β的异常是ESCC发生发展的重要驱动力。我们的研究结果为ESCC的发病机制提供了新的见解,7个RBPs在ESCC临床预后预测中具有潜在应用价值。