Zhou Yongying, Wang Xiao, Zhang Weibing, Liu Huiyong, Liu Daoquan, Chen Ping, Xu Deqiang, Liu Jianmin, Li Yan, Zeng Guang, Li Mingzhou, Wu Zhonghua, Zhang Yingao, Wang Xinghuan, DiSanto Michael E, Zhang Xinhua
Department of Urology, Zhongnan Hospital of Wuhan University, Wuhan, China.
Department of Rehabilitation Medicine, Renmin Hospital of Wuhan University, Wuhan, China.
Front Oncol. 2021 Apr 23;11:630706. doi: 10.3389/fonc.2021.630706. eCollection 2021.
Clear cell renal cell carcinoma (ccRCC) is the most common type of kidney tumor worldwide. Analysis of The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases showed that the immune-related gene (IRG) hematopoietic cell signal transducer (HCST) could provide guidance for the diagnosis, prognosis, and treatment of ccRCC. The RNA-seq data of ccRCC tissues were extracted from two databases: TCGA (https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga) and GEO (https://www.ncbi.nlm.nih.gov/geo/). Corresponding clinical information was downloaded from TCGA. Immune-related gene data were extracted from the IMMPORT website (https://www.immport.org/). Differential analysis with R software (https://www.r-project.org/) was used to obtain a prognosis model of ccRCC IRGs. The differences were combined with the clinical data to assess the usefulness of the HCST as a prognostic biomarker. Based on data obtained from the Oncomine (https://www.oncomine.org/), Human Protein Atlas (https://www.proteinatlas.org/), and PubMed (https://pubmed.ncbi.nlm.nih.gov/) databases, the expression levels of the HCST in ccRCC, clinical-pathological indicators of relevance, and influence on prognosis were analyzed. Regulation of the HCST gene in ccRCC was assessed by gene set enrichment analysis (GSEA). In TCGA/GEO databases, the high HCST expression in tumor tissues was significantly correlated to the TMN stage, tumor grade, invasion depth, and lymphatic metastasis ( < 0.05). The overall survival (OS) of patients with high HCST gene expression was significantly lower than that of patients with low HCST gene expression ( < 0.001). Multivariate Cox regression analysis suggested that the HCST expression level [hazard ratio (HR) = 1.630, 95% confidence interval (CI) = 1.042-2.552], tumor cell grade (HR = 1.829, 95% CI = 1.115-3.001), and distant metastasis (HR = 2.634, 95%, CI = 1.562-4.442) were independent risk factors affecting the OS of ccRCC patients (all, < 0.05). The GSEA study showed that there was significant enrichment in cell adhesion, tumorigenesis, and immune and inflammatory responses in HCST high expression samples. Hematopoietic cell signal transducer expression was closely associated with the levels of infiltrating immune cells around ccRCC tissues, especially dendritic cells (DCs). In conclusion, the present study suggested that the HCST was interrelated to the clinicopathology and poor prognosis of ccRCC. High HCST expression was also closely correlated with the levels of tumor-infiltrating immune cells, especially DCs.
透明细胞肾细胞癌(ccRCC)是全球最常见的肾脏肿瘤类型。对癌症基因组图谱(TCGA)和基因表达综合数据库(GEO)的分析表明,免疫相关基因(IRG)造血细胞信号转导器(HCST)可为ccRCC的诊断、预后和治疗提供指导。ccRCC组织的RNA测序数据从两个数据库中提取:TCGA(https://www.cancer.gov/about-nci/organization/ccg/research/structural-genomics/tcga)和GEO(https://www.ncbi.nlm.nih.gov/geo/)。相应的临床信息从TCGA下载。免疫相关基因数据从IMMPORT网站(https://www.immport.org/)提取。使用R软件(https://www.r-project.org/)进行差异分析,以获得ccRCC IRG的预后模型。将差异与临床数据相结合,以评估HCST作为预后生物标志物的有用性。基于从Oncomine(https://www.oncomine.org/)、人类蛋白质图谱(https://www.proteinatlas.org/)和PubMed(https://pubmed.ncbi.nlm.nih.gov/)数据库获得的数据,分析了HCST在ccRCC中的表达水平、相关的临床病理指标以及对预后的影响。通过基因集富集分析(GSEA)评估ccRCC中HCST基因的调控。在TCGA/GEO数据库中,肿瘤组织中HCST高表达与TMN分期、肿瘤分级、浸润深度和淋巴结转移显著相关(<0.05)。HCST基因高表达患者的总生存期(OS)显著低于HCST基因低表达患者(<0.001)。多变量Cox回归分析表明,HCST表达水平[风险比(HR)=1.630,95%置信区间(CI)=1.042 - 2.552]、肿瘤细胞分级(HR = 1.829,95%CI = 1.115 - 3.001)和远处转移(HR = 2.634,95%,CI = 1.562 - 4.442)是影响ccRCC患者OS的独立危险因素(均<0.05)。GSEA研究表明,HCST高表达样本在细胞黏附、肿瘤发生以及免疫和炎症反应方面有显著富集。造血细胞信号转导器表达与ccRCC组织周围浸润免疫细胞的水平密切相关,尤其是树突状细胞(DCs)。总之,本研究表明HCST与ccRCC的临床病理及不良预后相关。HCST高表达也与肿瘤浸润免疫细胞的水平密切相关,尤其是DCs。