Integrative RNA-Sequencing Analysis Reveals T-Cell Exhaustion Signatures and Immune Cell Infiltration in Hepatocellular Carcinoma

被引:0
|
作者
Li, W. [1 ]
Liu, Y. [1 ]
Hao, Z. [1 ]
Hua, X. [1 ]
Ma, Z. [1 ]
Feng, Z. [1 ]
机构
[1] China Med Univ, Dept Hepatopancreatobiliary Surg, Canc Hosp, Shenyang 110042, Liaoning, Peoples R China
关键词
hepatocellular carcinoma; T-cell exhaustion; nomogram; prognosis; KAPPA-B-EPSILON; CANCER; RECURRENCE; EXPRESSION; MUTATIONS; DISCOVERY; RESECTION; FAMILY; ZEB1;
D O I
10.1134/S1022795424701278
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Hepatocellular carcinoma (HCC) is a highly aggressive malignancy associated with significant mortality globally. T-cell exhaustion (TEX) denotes a dysfunctional cellular state involved in persistent antigen exposure or inflammation during chronic infections and cancer. This study aimed to establish a TEX signature which has a predictive value on the outcomes and immune cell infiltration in HCC. TEX genes were identified with the RNA sequencing dataset from a publicly database. A prognostic TEX signature was established in the TCGA cohort by LASSO method, and verified in the GSE76427. The association of hub genes expression and immune cell infiltration, survival outcomes, and drug sensitivity were analyzed using different databases. The expressed status of hub genes was verified based on TCGA and Human Protein Atlas (HPA) database. A TEX-related gene group comprised of six genes (ZNF521, ZEB1, P2RY8, LOX, RBM10, and NFKBIE) was developed for prognosis prediction in HCC. Functional analysis revealed these TEX genes mainly related to Rap1 signaling, transcriptional misregulation in cancer, pathways in cancer, etc. A nomogram model integrated TEX score and pathologic T was generated for survival rate prediction. More importantly, the TEX gene expression was closely related to the proportion of ten immune cell types. Using the data from TCGA sets, patients in high TEX score subtypes exhibited a worse prognosis and more sensitivity to most candidate compounds. Five hub genes were notably dysregulated in HPA samples. The identified six TEX hub genes might be promising markers for diagnostic and prognostic prediction. TEX signature serves as a predictor for some small molecular compound therapy against HCC.
引用
收藏
页码:1683 / 1697
页数:15
相关论文
共 50 条
  • [1] Identification of CD8+ T-cell exhaustion signatures for prognosis in HBV-related hepatocellular carcinoma patients by integrated analysis of single-cell and bulk RNA-sequencing
    Li, Jianhao
    Chen, Han
    Bai, Lang
    Tang, Hong
    BMC CANCER, 2024, 24 (01)
  • [2] Identification of CD8+ T-cell exhaustion signatures for prognosis in HBV-related hepatocellular carcinoma patients by integrated analysis of single-cell and bulk RNA-sequencing
    Jianhao Li
    Han Chen
    Lang Bai
    Hong Tang
    BMC Cancer, 24
  • [3] T-cell exhaustion signatures characterize the immune landscape and predict HCC prognosis via integrating single-cell RNA-seq and bulk RNA-sequencing
    Chi, Hao
    Zhao, Songyun
    Yang, Jinyan
    Gao, Xinrui
    Peng, Gaoge
    Zhang, Jinhao
    Xie, Xixi
    Song, Guobin
    Xu, Ke
    Xia, Zhijia
    Chen, Shi
    Zhao, Jinqiu
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [4] Uncovering immune cell heterogeneity in hepatocellular carcinoma by combining single-cell RNA sequencing with T-cell receptor sequencing
    Gu, Xin-Yu
    Gu, Shuang-Lin
    Chen, Zi-Yi
    Tong, Jin-Long
    Li, Xiao-Yue
    Dong, Hui
    Zhang, Cai-Yun
    Qian, Wen-Xian
    Ma, Xiu-Chang
    Yi, Chang-Hua
    Yi, Yong-Xiang
    WORLD JOURNAL OF HEPATOLOGY, 2025, 17 (02)
  • [5] Integrating bulk and single-cell RNA sequencing reveals cellular heterogeneity and immune infiltration in hepatocellular carcinoma
    Wang, Tingjie
    Dang, Ningxin
    Tang, Guangbo
    Li, Zihang
    Li, Xiujuan
    Shi, Bingyin
    Xu, Zhong
    Li, Lei
    Yang, Xiaofei
    Xu, Chuanrui
    Ye, Kai
    MOLECULAR ONCOLOGY, 2022, 16 (11) : 2195 - 2213
  • [6] Correlation of MKI67 with prognosis, immune infiltration, and T cell exhaustion in hepatocellular carcinoma
    Shi-yi Wu
    Pan Liao
    Lu-yu Yan
    Qian-yi Zhao
    Zhao-yu Xie
    Jie Dong
    Hong-tao Sun
    BMC Gastroenterology, 21
  • [7] Correlation of MKI67 with prognosis, immune infiltration, and T cell exhaustion in hepatocellular carcinoma
    Wu, Shi-yi
    Liao, Pan
    Yan, Lu-yu
    Zhao, Qian-yi
    Xie, Zhao-yu
    Dong, Jie
    Sun, Hong-tao
    BMC GASTROENTEROLOGY, 2021, 21 (01)
  • [8] Integrative single-cell analysis of longitudinal t(8;21) AML reveals heterogeneous immune cell infiltration and prognostic signatures
    Li, Xue-Ping
    Song, Jiang-Tao
    Dai, Yu-Ting
    Zhang, Wei-Na
    Zhao, Bai-Tian
    Mao, Jia-Ying
    Gao, Yan
    Jiang, Lu
    Liang, Yang
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [9] Single-cell RNA-sequencing combined with bulk RNA-sequencing analysis of peripheral blood reveals the characteristics and key immune cell genes of ulcerative colitis
    Dai, Yan-Cheng
    Qiao, Dan
    Fang, Chen-Ye
    Chen, Qiu-Qin
    Que, Ren-Ye
    Xiao, Tie-Gang
    Zheng, Lie
    Wang, Li-Juan
    Zhang, Ya-Li
    WORLD JOURNAL OF CLINICAL CASES, 2022, 10 (33) : 12116 - 12135
  • [10] Single-cell RNA-sequencing combined with bulk RNA-sequencing analysis of peripheral blood reveals the characteristics and key immune cell genes of ulcerative colitis
    Yan-Cheng Dai
    Dan Qiao
    Chen-Ye Fang
    Qiu-Qin Chen
    Ren-Ye Que
    Tie-Gang Xiao
    Lie Zheng
    Li-Juan Wang
    Ya-Li Zhang
    World Journal of Clinical Cases, 2022, 10 (33) : 12116 - 12135