The Immune-Related Gene HCST as a Novel Biomarker for the Diagnosis and Prognosis of Clear Cell Renal Cell Carcinoma

被引:8
|
作者
Zhou, Yongying [1 ]
Wang, Xiao [2 ]
Zhang, Weibing [1 ]
Liu, Huiyong [3 ]
Liu, Daoquan [1 ]
Chen, Ping [1 ]
Xu, Deqiang [1 ]
Liu, Jianmin [1 ]
Li, Yan [1 ]
Zeng, Guang [1 ]
Li, Mingzhou [1 ]
Wu, Zhonghua [1 ]
Zhang, Yingao [1 ]
Wang, Xinghuan [1 ]
DiSanto, Michael E. [4 ]
Zhang, Xinhua [1 ]
机构
[1] Wuhan Univ, Dept Urol, Zhongnan Hosp, Wuhan, Peoples R China
[2] Wuhan Univ, Dept Rehabil Med, Renmin Hosp, Wuhan, Peoples R China
[3] Huanggang Cent Hosp, Dept Urol, Huanggang, Peoples R China
[4] Rowan Univ, Dept Surg & Biomed Sci, Cooper Med Sch, Camden, NJ USA
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
基金
中国国家自然科学基金;
关键词
prognosis; biomarker; clear cell renal cell carcinoma; HCST; immune-related gene; DENDRITIC CELLS; CANCER; IMMUNOTHERAPY; THERAPIES; SURVIVAL;
D O I
10.3389/fonc.2021.630706
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 (p < 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 (p < 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, p < 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.
引用
收藏
页数:15
相关论文
共 50 条
  • [41] Identification of Survival Risk and Immune-Related Characteristics of Kidney Renal Clear Cell Carcinoma
    Wu, Xiaobin
    Liang, Yonghui
    Chen, Xian
    Long, Xiangyang
    Xu, Wujun
    Liu, Li
    Wang, Binhui
    Zou, Xiong
    JOURNAL OF IMMUNOLOGY RESEARCH, 2022, 2022
  • [42] Bioinformatics analysis of immune-related prognostic genes and immunotherapy in renal clear cell carcinoma
    Pan, Ziwen
    Chang, Sheng
    Chen, Song
    Zhao, Daqiang
    Zou, Zhiyu
    Dai, Linrui
    Hou, Yibo
    Zhang, Qianqian
    Yang, Yuanyuan
    Chen, Zhishui
    Zhang, Weijie
    Zhao, Yuanyuan
    PLOS ONE, 2022, 17 (11):
  • [43] Immune-related expression profiles and sunitinib response in metastatic clear cell renal cell carcinoma (ccRCC)
    Reig, Oscar
    Marin, Mercedes
    Jimenez, Natalia
    Pare, Laia
    Galvan, Patricia
    Mallofre, Carmen
    Prat, Aleix
    Mellado, Begona
    JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (15)
  • [44] An immune-related lncRNA risk coefficient model to predict the outcomes in clear cell renal cell carcinoma
    Tang, Cheng
    Qu, GenYi
    Xu, Yong
    Yang, Guang
    Wang, Jiawei
    Xiang, Maolin
    AGING-US, 2021, 13 (24): : 26046 - 26062
  • [45] Role of Tissue Biomarker Expression in the Prognosis of Clear Cell Renal Cell Carcinoma
    Kim, M. J.
    Sung, W. J.
    Park, D. C.
    LABORATORY INVESTIGATION, 2009, 89 : 176A - 176A
  • [46] Role of Tissue Biomarker Expression in the Prognosis of Clear Cell Renal Cell Carcinoma
    Kim, M. J.
    Sung, W. J.
    Park, D. C.
    MODERN PATHOLOGY, 2009, 22 : 176A - 176A
  • [47] VNN3 is a potential novel biomarker for predicting prognosis in clear cell renal cell carcinoma
    Ha, Mihyang
    Jeong, Hoim
    Roh, Jong Seong
    Lee, Beomgu
    Lee, Dongjun
    Han, Myoung-Eun
    Oh, Sae-Ock
    Sohn, Dong Hyun
    Kim, Yun Hak
    ANIMAL CELLS AND SYSTEMS, 2019, 23 (02) : 112 - 117
  • [48] A Cuproptosis-Related Gene Model For Predicting the Prognosis of Clear Cell Renal Cell Carcinoma
    Mei, Wangli
    Liu, Xiang
    Jia, Xuyang
    Jin, Liang
    Xin, Shiyong
    Sun, Xianchao
    Zhang, Jiaxin
    Zhang, Bihui
    Chen, Yilai
    Che, Jianping
    Ma, Weiguo
    Ye, Lin
    FRONTIERS IN GENETICS, 2022, 13
  • [49] Novel amino acid metabolism-related gene signature to predict prognosis in clear cell renal cell carcinoma
    Cheng, Xiaofeng
    Deng, Wen
    Zhang, Zhicheng
    Zeng, Zhenhao
    Liu, Yifu
    Zhou, Xiaochen
    Zhang, Cheng
    Wang, Gongxian
    FRONTIERS IN GENETICS, 2022, 13
  • [50] Identification of CCL4 as an Immune-Related Prognostic Biomarker Associated With Tumor Proliferation and the Tumor Microenvironment in Clear Cell Renal Cell Carcinoma
    Zhang, Lu
    Zhang, Mengzhao
    Wang, Lu
    Li, Jianlong
    Yang, Tao
    Shao, Qiuya
    Liang, Xiao
    Ma, Minghai
    Zhang, Nan
    Jing, Minxuan
    Song, Rundong
    Fan, Jinhai
    FRONTIERS IN ONCOLOGY, 2021, 11