Cuproptosis-related immune checkpoint gene signature: Prediction of prognosis and immune response for hepatocellular carcinoma

被引:6
|
作者
Cong, Tianhao [1 ]
Luo, Yingen [1 ]
Liu, Yu [1 ]
Yang, Chao [1 ]
Yang, Hongcai [1 ]
Li, Yujie [1 ]
Li, Jingui [1 ]
Li, Xiao [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Natl Clin Res Ctr Canc, Canc Hosp, Natl Canc Ctr,Dept Intervent Therapy, Beijing, Peoples R China
关键词
immune checkpoint; cuproptosis; hepatocellular carcinoma; immune infiltration; prognosis; TUMOR MICROENVIRONMENT;
D O I
10.3389/fgene.2022.1000997
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Immune checkpoint genes (ICGs), the foundation of immunotherapy, are involved in the incidence and progression of hepatocellular carcinoma (HCC). Cuproptosis is characterized by copper-induced cell death, and this novel cell death pathway has piqued the interest of researchers in recent years. It is worth noting that there is little information available in the literature to determine the relationship between cuproptosis and anti-tumor immunity. We identified 39 cuproptosis-related ICGs using ICGs co-expressed with cuproptosis-related genes. A prognostic risk signature was constructed using the Cox regression and the least absolute shrinkage and selection operator analysis methods. The signature was built using the Cancer Genome Atlas (TCGA)-Liver Hepatocellular Carcinoma database. The TCGA and International Cancer Genome Consortium cohorts were classified into two groups; the low- and high-risk groups were determined using a prognostic signature comprised of five genes. The multivariate Cox regression analysis revealed that the signature could independently predict overall survival. Furthermore, the level of immune infiltration analysis revealed the robustness of the prognostic signature-immune cell infiltration relationship observed for Tregs, macrophages, helper T cells, and naive B cells. Both groups showed significant differences in immune checkpoint expression levels. The gene enrichment analysis was used for characterization, and the results revealed that enriching various pathways such as PI3K-AKT-mTOR signaling, glycolysis, Wnt/beta-catenin signaling, and unfolded protein response could potentially influence the prognosis of patients with HCC and the level of immune infiltration. The sensitivity of the two groups of patients to various drug-targeted therapy methods and immunotherapy was analyzed. In conclusion, the findings presented here lay the foundation for developing individualized treatment methods for HCC patients. The findings also revealed that studying the cuproptosis-based pathway can aid in the prognosis of HCC patients. It is also possible that cuproptosis contributes to developing anti-tumor immunity in patients.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Identification and validation of a novel cuproptosis-related lncRNA gene signature to predict prognosis and immune response in bladder cancer
    Chen, Jia
    Guan, Yu
    Li, Chun
    Du, Hexi
    Liang, Chaozhao
    DISCOVER ONCOLOGY, 2022, 13 (01)
  • [22] Identification and validation of a novel cuproptosis-related lncRNA gene signature to predict prognosis and immune response in bladder cancer
    Jia Chen
    Yu Guan
    Chun Li
    Hexi Du
    Chaozhao Liang
    Discover Oncology, 13
  • [23] Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma
    Ding, Lei
    Li, Wei
    Tu, Jili
    Cao, Zhixing
    Li, Jizheng
    Cao, Haiming
    Liang, Junjie
    Yu, Qiangfeng
    Liang, Yiming
    Li, Gencong
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [24] Prediction of immune infiltration and prognosis for patients with cholangiocarcinoma based on a cuproptosis-related lncRNA signature
    Yao, Hong-Fei
    He, Min
    Zhu, Yu-Heng
    Zhang, Bo
    Chen, Peng-Cheng
    Huo, Yan-Miao
    Zhang, Jun-Feng
    Yang, Chao
    HELIYON, 2024, 10 (01)
  • [25] Characterization of a cuproptosis-related signature to evaluate immune features and predict prognosis in colorectal cancer
    Li, Lei
    Sun, Fengyuan
    Kong, Fanyang
    Feng, Yongpu
    Song, Yingxiao
    Du, Yiqi
    Liu, Feng
    Kong, Xiangyu
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [26] Cuproptosis-related lncRNAs predict the clinical outcome and immune characteristics of hepatocellular carcinoma
    Zhu, Hongfei
    Mao, Feifei
    Wang, Kang
    Feng, Jinkai
    Cheng, Shuqun
    FRONTIERS IN GENETICS, 2022, 13
  • [27] Identification of a cuproptosis-related lncRNA signature to predict the prognosis and immune landscape of head and neck squamous cell carcinoma
    Huang, Juntao
    Xu, Ziqian
    Yuan, Zhechen
    Teh, Bing Mei
    Zhou, Chongchang
    Shen, Yi
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [28] Survival prediction and response to immune checkpoint inhibitors: A prognostic immune signature for hepatocellular carcinoma
    Xu, Ying
    Wang, Zheng
    Li, Fufeng
    TRANSLATIONAL ONCOLOGY, 2021, 14 (01):
  • [29] Prognostic and immune correlation evaluation of a novel cuproptosis-related genes signature in hepatocellular carcinoma
    Zhou, Zheng
    Zhou, Yusong
    Liu, Dongbo
    Yang, Qingping
    Tang, Mengjie
    Liu, Wei
    FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [30] Identification of Cuproptosis-Related Patterns Predict Prognosis and Immunotherapy Response in Hepatocellular Carcinoma
    Guo, Kai
    Wang, Tianbing
    Yin, Jimin
    Yang, Shoushan
    Cui, Haodong
    Cao, Zichuan
    Zhao, Qiang
    Xie, Gongbo
    Lu, Jian
    Gu, Guosheng
    Wu, Wenyong
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2024, 28 (23)