Liu Xianhui, Zhang Weiyu, Wang Huanrui, Lai Chin-Hui, Xu Kexin, Hu Hao
Department of Urology, Peking University People's Hospital, Beijing, China.
Peking University Applied Lithotripsy Institute, Peking University People's Hospital, Beijing, China.
PeerJ. 2020 Nov 3;8:e10281. doi: 10.7717/peerj.10281. eCollection 2020.
Previous studies have shown that RNA Polymerase III Subunit G (POLR3G) has oncogenic effects in cultured cells and mice. However, the role of POLR3G in transitional cell carcinoma (TCC) has not been reported. This study explores the potential of POLR3G as a novel molecular marker for TCC.
The RNA sequencing data and clinical information of patients with TCC were downloaded from The Cancer Genome Atlas official website. Transcriptome analysis was performed as implemented in the edgeR package to explore whether POLR3G was up-regulated in TCC tissues compared to normal bladder tissues. The expression of POLR3G in bladder cancer cell line T24 and human uroepithelial cell line SV-HUC-1 were detected via quantitative real time polymerase chain reaction (qRT-PCR). Correlations between POLR3G expression and clinicopathological characteristics were analyzed using Mann-Whitney U test or Kruskal-Wallis H test. Clinicopathological characteristics associated with overall survival were explored using the Kaplan-Meier method and Cox regression analyses. Gene set enrichment analysis (GSEA) was performed to explore the associated gene sets enriched in different POLR3G expression phenotypes and the online tool Tumor IMmune Estimation Resource (TIMER) was used to explore the correlation between POLR3G expression and tumor immune infiltration in TCC.
Transcriptome analysis showed that POLR3G was significantly up-regulated in TCC tissues compared to normal bladder tissues. Furthermore, qRT-PCR revealed high expression of POLR3G in T24 cells compared to SV-HUC-1 cells. Overall, POLR3G expression was associated with race, tumor status, tumor subtype, T classification, and pathological stage. Kaplan-Meier survival analysis revealed that higher POLR3G expression was associated with lower overall survival. The univariate Cox regression model revealed that age at diagnosis, pathological stage, and POLR3G expression were associated with prognosis of TCC patients. Further multivariate analyses identified these three clinicopathological characteristics as independent prognostic factors for overall survival. GSEA analysis showed that several gene sets associated with tumor development and metastasis, including TGF-β signaling, PI3K-AKT-mTOR signaling, and IL6-JAK-STAT3 signaling, were significantly enriched in POLR3G high expression phenotype. Immune infiltration analysis revealed that the expression of POLR3G was significantly correlated with infiltrating levels of immune cells, including CD8+ T cells, neutrophils, and dendritic cells; and the expression of POLR3G was also significantly correlated with the expression of immune checkpoint molecules, such as PD1, PD-L1, PD-L2, CTLA4, LAG3, HAVCR2, and TIGIT.
POLR3G was up-regulated in TCC and high POLR3G expression correlated with poor prognosis. POLR3G can potentially be used as a prognostic marker for TCC and might be of great value in predicting the response to immunotherapy.
既往研究表明,RNA聚合酶III亚基G(POLR3G)在培养细胞和小鼠中具有致癌作用。然而,POLR3G在移行细胞癌(TCC)中的作用尚未见报道。本研究探讨POLR3G作为TCC新型分子标志物的潜力。
从癌症基因组图谱(The Cancer Genome Atlas)官方网站下载TCC患者的RNA测序数据和临床信息。使用edgeR软件包进行转录组分析,以探究与正常膀胱组织相比,POLR3G在TCC组织中是否上调。通过定量实时聚合酶链反应(qRT-PCR)检测POLR3G在膀胱癌细胞系T24和人尿路上皮细胞系SV-HUC-1中的表达。采用Mann-Whitney U检验或Kruskal-Wallis H检验分析POLR3G表达与临床病理特征之间的相关性。使用Kaplan-Meier法和Cox回归分析探索与总生存期相关的临床病理特征。进行基因集富集分析(GSEA),以探究在不同POLR3G表达表型中富集的相关基因集,并使用在线工具肿瘤免疫评估资源(TIMER)探索POLR3G表达与TCC肿瘤免疫浸润之间的相关性。
转录组分析显示,与正常膀胱组织相比,POLR3G在TCC组织中显著上调。此外,qRT-PCR显示,与SV-HUC-1细胞相比,POLR3G在T24细胞中高表达。总体而言,POLR3G表达与种族、肿瘤状态、肿瘤亚型、T分期和病理分期相关。Kaplan-Meier生存分析显示,较高的POLR3G表达与较低的总生存期相关。单因素Cox回归模型显示,诊断年龄、病理分期和POLR3G表达与TCC患者的预后相关。进一步的多因素分析确定这三个临床病理特征为总生存期的独立预后因素。GSEA分析显示,几个与肿瘤发生和转移相关的基因集,包括TGF-β信号通路、PI3K-AKT-mTOR信号通路和IL6-JAK-STAT3信号通路,在POLR3G高表达表型中显著富集。免疫浸润分析显示,POLR3G的表达与免疫细胞(包括CD8+T细胞、中性粒细胞和树突状细胞)的浸润水平显著相关;POLR3G表达还与免疫检查点分子(如PD1、PD-L1、PD-L2、CTLA4、LAG3、HAVCR2和TIGIT)的表达显著相关。
POLR3G在TCC中上调,高POLR3G表达与预后不良相关。POLR3G有可能作为TCC的预后标志物,在预测免疫治疗反应方面可能具有重要价值。