A pyroptosis-related gene signature predicts prognosis and immune microenvironment in hepatocellular carcinoma

被引:2
|
作者
Jin, Yifeng [1 ]
Pu, Xiaofan [1 ]
Ping, Dongnan [1 ]
Huang, Chaojie [1 ]
Ding, Guoping [1 ]
Cao, Liping [1 ]
机构
[1] Zhejiang Univ, Sir Run Run Shaw Hosp, Sch Med, Dept Gen Surg, Hangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
HCC; Pyroptosis; Prognosis; Immune checkpoint gene; Immune infiltrates; GASDERMIN D; INFLAMMATORY CASPASES; MACROPHAGES; CELLS; CLEAVAGE;
D O I
10.1186/s12957-022-02617-y
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Hepatocellular carcinoma (HCC) is a highly malignant tumor with a very poor prognosis. Pyroptosis is an inflammatory form of cell death and plays an important role in cancer development. The prognostic value of pyroptosis-related genes (PRGs) in HCC has not been studied extensively. Methods Unsupervised consensus clustering analysis was performed to identify two subtypes based on the expression profiles of prognostic PRGs in the The Cancer Genome Atlas (TCGA) database, and the differences between the two subtypes were compared. A prognostic model based on four PRGs was established by further least absolute shrinkage and selection operator (LASSO) Cox regression analysis and multivariate Cox regression analysis. Results Two subtypes (clusters 1 and 2) were identified by consensus clustering based on prognostic PRGs in HCC. Survival outcomes, biological function, genomic alterations, immune cell infiltration, and immune checkpoint genes were compared between the subtypes. Cluster 2 had a worse survival outcome than cluster 1. Cluster 2 was enriched for hallmarks of cancer progression, TP53 mutation, tumor-promoting immune cells, and immune checkpoint genes, which may contribute to the poor prognosis. A prognostic risk signature that predicted the overall survival (OS) of patients was constructed and validated. Consequently, a risk score was calculated for each patient. Combined with the clinical characteristics, the risk score was found to be an independent prognostic factor for survival of HCC patients. Further analysis revealed that the risk score was closely associated with the levels of immune cell infiltration and the expression profiles of immune checkpoint genes. Conclusions Collectively, our study established a prognostic risk signature for HCC and revealed a significant correlation between pyroptosis and the HCC immune microenvironment.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Identification of a pyroptosis-related prognosis gene signature and its relationship with an immune microenvironment in gliomas
    Xiao, Shengying
    Yan, Zhiguang
    Zeng, Furen
    Lu, Yichen
    Qiu, Jun
    Zhu, Xiaodong
    [J]. MEDICINE, 2022, 101 (28) : E29391
  • [32] A macropinocytosis-related gene signature predicts the prognosis and immune microenvironment in hepatocellular carcinoma
    Ding, Xinjiang
    Yao, Tao
    Liu, Xi
    Fan, Zhongwen
    Liu, Yuanxing
    [J]. FRONTIERS IN ONCOLOGY, 2023, 13
  • [33] Identification and Validation of Pyroptosis-Related Gene Signature to Predict Prognosis and Reveal Immune Infiltration in Hepatocellular Carcinoma
    Fu, Xiao-Wei
    Song, Chun-Qing
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [34] A novel pyroptosis-related gene signature predicts the prognosis of glioma through immune infiltration
    Zhang, Moxuan
    Cheng, Yanhao
    Xue, Zhengchun
    Sun, Qiang
    Zhang, Jian
    [J]. BMC CANCER, 2021, 21 (01)
  • [35] A novel pyroptosis-related gene signature predicts the prognosis of glioma through immune infiltration
    Moxuan Zhang
    Yanhao Cheng
    Zhengchun Xue
    Qiang Sun
    Jian Zhang
    [J]. BMC Cancer, 21
  • [36] A pyroptosis-related gene signature provides an alternative for predicting the prognosis of patients with hepatocellular carcinoma
    Dezhao Lin
    Zhuoyan Chen
    Yuan Zeng
    Yinrong Ding
    Luying Zhao
    Qian Xu
    Fujun Yu
    Xian Song
    Xiaohong Zhu
    [J]. BMC Medical Genomics, 16
  • [37] A pyroptosis-related gene signature provides an alternative for predicting the prognosis of patients with hepatocellular carcinoma
    Lin, Dezhao
    Chen, Zhuoyan
    Zeng, Yuan
    Ding, Yinrong
    Zhao, Luying
    Xu, Qian
    Yu, Fujun
    Song, Xian
    Zhu, Xiaohong
    [J]. BMC MEDICAL GENOMICS, 2023, 16 (01)
  • [38] The Pyroptosis-Related Signature Composed of GSDMC Predicts Prognosis and Contributes to Growth and Metastasis of Hepatocellular Carcinoma
    Li, Min
    Jiang, Qiuyu
    Liu, Xinyi
    Han, Liping
    Chen, She
    Xue, Ruyi
    [J]. FRONTIERS IN BIOSCIENCE-LANDMARK, 2023, 28 (10):
  • [39] Development and Validation of a Pyroptosis-Related Signature for Predicting Prognosis in Hepatocellular Carcinoma
    Ding, Jianfeng
    He, Xiaobo
    Luo, Wei
    Zhou, Weiguo
    Chen, Rui
    Cao, Guodong
    Chen, Bo
    Xiong, Maoming
    [J]. FRONTIERS IN GENETICS, 2022, 13
  • [40] The Pyroptosis-Related Long Noncoding RNA Signature Predicts Prognosis and Indicates Immunotherapeutic Efficiency in Hepatocellular Carcinoma
    Wang, Tao
    Yang, Yi
    Sun, Ting
    Qiu, Haizhou
    Wang, Jian
    Ding, Cheng
    Lan, Ren
    He, Qiang
    Wang, Wentao
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10