Identification of a Pyroptosis-Related Gene Signature for Predicting Overall Survival and Response to Immunotherapy in Hepatocellular Carcinoma

被引:16
|
作者
Zheng, Susu [1 ,2 ,3 ]
Xie, Xiaoying [1 ,2 ,3 ]
Guo, Xinkun [1 ]
Wu, Yanfang [1 ]
Chen, Guobin [1 ]
Chen, Xiaochun [1 ]
Wang, Meixia [1 ]
Xue, Tongchun [2 ,3 ]
Zhang, Boheng [1 ,2 ,3 ,4 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Dept Hepat Oncol, Xiamen Branch, Xiamen, Peoples R China
[2] Fudan Univ, Zhongshan Hosp, Key Lab Carcinogenesis & Canc Invas, Chinese Minist Educ, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Med Sch, Liver Canc Inst, Shanghai, Peoples R China
[4] Fudan Univ, Ctr Evidence Based Med, Shanghai Med Sch, Shanghai, Peoples R China
关键词
pyroptosis; hepatocellular carcinoma; prognosis; immune infiltrates; immune checkpoint inhibitors; MACROPHAGES; INJURY; CELLS; DFNA5;
D O I
10.3389/fgene.2021.789296
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Pyroptosis is a novel kind of cellular necrosis and shown to be involved in cancer progression. However, the diverse expression, prognosis and associations with immune status of pyroptosis-related genes in Hepatocellular carcinoma (HCC) have yet to be analyzed. Herein, the expression profiles and corresponding clinical characteristics of HCC samples were collected from the Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. Then a pyroptosis-related gene signature was built by applying the least absolute shrinkage and selection operator (LASSO) Cox regression model from the TCGA cohort, while the GEO datasets were applied for verification. Twenty-four pyroptosis-related genes were found to be differentially expressed between HCC and normal samples. A five pyroptosis-related gene signature (GSDME, CASP8, SCAF11, NOD2, CASP6) was constructed according to LASSO Cox regression model. Patients in the low-risk group had better survival rates than those in the high-risk group. The risk score was proved to be an independent prognostic factor for overall survival (OS). The risk score correlated with immune infiltrations and immunotherapy responses. GSEA indicated that endocytosis, ubiquitin mediated proteolysis and regulation of autophagy were enriched in the high-risk group, while drug metabolism cytochrome P450 and tryptophan metabolism were enriched in the low-risk group. In conclusion, our pyroptosis-related gene signature can be used for survival prediction and may also predict the response of immunotherapy.
引用
下载
收藏
页数:12
相关论文
共 50 条
  • [31] Identification of pyroptosis-related gene signature in nonalcoholic steatohepatitis
    Fei Mao
    E. Wang
    Li Fu
    Wenhua Fan
    Jing Zhou
    Guofeng Yan
    Tiemin Liu
    Yao Li
    Scientific Reports, 14
  • [32] Identification of pyroptosis-related gene signature in nonalcoholic steatohepatitis
    Mao, Fei
    Wang, E.
    Fu, Li
    Fan, Wenhua
    Zhou, Jing
    Yan, Guofeng
    Liu, Tiemin
    Li, Yao
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [33] Construction and validation of a pyroptosis-related gene signature in hepatocellular carcinoma based on RNA sequencing
    He, Jiaming
    Ran, Jianhua
    Li, Jing
    Chen, Dilong
    TRANSLATIONAL CANCER RESEARCH, 2022, 11 (06) : 1510 - +
  • [34] Identification of chromatin organization-related gene signature for hepatocellular carcinoma prognosis and predicting immunotherapy response
    Chen, Jingbo
    Chen, Xingte
    Li, Ting
    Wang, Lei
    Lin, Guishan
    INTERNATIONAL IMMUNOPHARMACOLOGY, 2022, 109
  • [35] Identification of pyroptosis-related signature for cervical cancer predicting prognosis
    Zhou, Cankun
    Li, Chaomei
    Zheng, Yuhua
    Liu, Xiaochun
    AGING-US, 2021, 13 (22): : 24795 - 24814
  • [36] Predicting the Prognosis of Esophageal Adenocarcinoma by a Pyroptosis-Related Gene Signature
    Zeng, Ruijie
    Huang, Shujie
    Qiu, Xinqi
    Zhuo, Zewei
    Wu, Huihuan
    Jiang, Lei
    Sha, Weihong
    Chen, Hao
    FRONTIERS IN PHARMACOLOGY, 2021, 12
  • [37] The pyroptosis-related gene signature predicts prognosis and indicates immune activity in hepatocellular carcinoma
    Min Deng
    Shiquan Sun
    Rongce Zhao
    Renguo Guan
    Zhen Zhang
    Shaohua Li
    Wei Wei
    Rongping Guo
    Molecular Medicine, 2022, 28
  • [38] The pyroptosis-related gene signature predicts prognosis and indicates immune activity in hepatocellular carcinoma
    Deng, Min
    Sun, Shiquan
    Zhao, Rongce
    Guan, Renguo
    Zhang, Zhen
    Li, Shaohua
    Wei, Wei
    Guo, Rongping
    MOLECULAR MEDICINE, 2022, 28 (01)
  • [39] An immune-related gene signature for predicting survival and immunotherapy efficacy in hepatocellular carcinoma
    Dai, Yifei
    Qiang, Weijie
    Lin, Kequan
    Gui, Yu
    Lan, Xun
    Wang, Dong
    CANCER IMMUNOLOGY IMMUNOTHERAPY, 2021, 70 (04) : 967 - 979
  • [40] An immune-related gene signature for predicting survival and immunotherapy efficacy in hepatocellular carcinoma
    Yifei Dai
    Weijie Qiang
    Kequan Lin
    Yu Gui
    Xun Lan
    Dong Wang
    Cancer Immunology, Immunotherapy, 2021, 70 : 967 - 979