Identification of a Novel Ferroptosis-Related Gene Signature for Predicting Prognosis and Responsiveness to Immunotherapy in Hepatocellular Carcinoma

被引:3
作者
Wang, Qingbin [1 ,2 ]
Wang, Bingkun [1 ,2 ]
Ma, Xiaowu [1 ,2 ]
Zhuang, Hongkai [1 ,2 ]
Xie, Zhiqin [1 ,2 ]
Tang, Chenwei [1 ,2 ]
Tan, Wenliang [1 ,2 ]
Yang, Lei [1 ,2 ]
Shang, Changzhen [1 ,2 ]
Chen, Yajin [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Guangdong Prov Key Lab Malignant Tumor Epigenet &, Guangzhou, Peoples R China
[2] Sun Yat Sen Univ, Dept Hepatobiliary Surg, Sun Yat Sen Mem Hosp, Guangzhou, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
ferroptosis; hepatocellular carcinoma; immunotherapy; overall survival; signature; CELL-DEATH; ACTIVATION; REVEAL;
D O I
10.2147/JHC.S395563
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Ferroptosis has been reported to regulate multiple biological behaviors. However, the prognostic and oncologic values of ferroptosis-related genes (FRGs) have not been comprehensively elucidated in hepatocellular carcinoma (HCC). Here, we aimed to construct FRGs-associated signature for stratification of the prognosis of HCC patients. Methods: A list of FRGs was generated from FerrDb. Public databases were used to extract expression matrices and clinical information. TCGA cohort was randomly divided into a training set and a validation set. Prognostic signature for Overall Survival (OS) was established in training set and validated in internal cohorts (TCGA validation set and entire set) and external cohort (ICGC cohort). Additionally, the role of signature in HCC was well investigated by analysis of mutations, gene set enrichment analysis (GSEA), analysis of immune infiltrates, and analysis of response to immune checkpoint blockade (ICB) treatment. The oncogenic effects of ZFP69B on HCC were also investigated in vitro. Results: We identified 12 FRGs-based signature for OS with LASSO regression. Patients were partitioned into different risk groups based on the signature. Overall, patients in different groups had different prognosis. The signature independently predicted OS in multivariate Cox regression analyses. Anti-tumor immune cells including activated CD8 T cells, cytolytic activity, and Th1 cells were negatively correlated with risk score in both TCGC and ICGC cohorts. Furthermore, low-risk patients responded better to ICB than high-risk patients. In addition, knockdown of ZFP69B reduced proliferation, migration, and invasion, and promoted erastin-induced ferroptosis of HCC cells. Conclusion: We developed a prognostic signature based on FRGs to predict OS of HCC patients. And the signature may facilitate clinicians in identifying those who are likely to benefit from ICIs. The results also indicated that ZFP69B might regulate the process of ferroptosis and could be used as a novel potential target for HCC.
引用
收藏
页码:1 / 16
页数:16
相关论文
共 41 条
  • [11] Immune Checkpoint Inhibitors in Hepatocellular Carcinoma: Current Status and Novel Perspectives
    Federico, Piera
    Petrillo, Angelica
    Giordano, Pasqualina
    Bosso, Davide
    Fabbrocini, Antonietta
    Ottaviano, Margaret
    Rosanova, Mario
    Silvestri, Antonia
    Tufo, Andrea
    Cozzolino, Antonio
    Daniele, Bruno
    [J]. CANCERS, 2020, 12 (10) : 1 - 20
  • [12] An African-specific polymorphism in the TP53 gene impairs p53 tumor suppressor function in a mouse model
    Jennis, Matthew
    Kung, Che-Pei
    Basu, Subhasree
    Budina-Kolomets, Anna
    Leu, Julia I-Ju
    Khaku, Sakina
    Scott, Jeremy P.
    Cai, Kathy Q.
    Campbell, Michelle R.
    Porter, Devin K.
    Wang, Xuting
    Bell, Douglas A.
    Li, Xiaoxian
    Garlick, David S.
    Liu, Qin
    Hollstein, Monica
    George, Donna L.
    Murphy, Maureen E.
    [J]. GENES & DEVELOPMENT, 2016, 30 (08) : 918 - 930
  • [13] Ferroptosis as a p53-mediated activity during tumour suppression
    Jiang, Le
    Kon, Ning
    Li, Tongyuan
    Wang, Shang-Jui
    Su, Tao
    Hibshoosh, Hanina
    Baer, Richard
    Gu, Wei
    [J]. NATURE, 2015, 520 (7545) : 57 - +
  • [14] Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response
    Jiang, Peng
    Gu, Shengqing
    Pan, Deng
    Fu, Jingxin
    Sahu, Avinash
    Hu, Xihao
    Li, Ziyi
    Traugh, Nicole
    Bu, Xia
    Li, Bo
    Liu, Jun
    Freeman, Gordon J.
    Brown, Myles A.
    Wucherpfennig, Kai W.
    Liu, X. Shirley
    [J]. NATURE MEDICINE, 2018, 24 (10) : 1550 - +
  • [15] EGLN1/c-Myc Induced Lymphoid-Specific Helicase Inhibits Ferroptosis through Lipid Metabolic Gene Expression Changes
    Jiang, Yiqun
    Mao, Chao
    Yang, Rui
    Yan, Bin
    Shi, Ying
    Liu, Xiaoli
    Lai, Weiwei
    Liu, Yating
    Wang, Xiang
    Xiao, Desheng
    Zhou, Hu
    Cheng, Yan
    Yu, Fenglei
    Cao, Ya
    Liu, Shuang
    Yan, Qin
    Tao, Yongguang
    [J]. THERANOSTICS, 2017, 7 (13): : 3293 - 3305
  • [16] Cellular protection using Flt3 and PI3Kα inhibitors demonstrates multiple mechanisms of oxidative glutamate toxicity
    Kang, Yunyi
    Tiziani, Stefano
    Park, Goonho
    Kaul, Marcus
    Paternostro, Giovanni
    [J]. NATURE COMMUNICATIONS, 2014, 5
  • [17] Carbonic anhydrase 9 confers resistance to ferroptosis/apoptosis in malignant mesothelioma under hypoxia
    Li, Zan
    Jiang, Li
    Chew, Shan Hwu
    Hirayama, Tasuku
    Sekido, Yoshitaka
    Toyokuni, Shinya
    [J]. REDOX BIOLOGY, 2019, 26
  • [18] A Novel Ferroptosis-related Gene Signature for Overall Survival Prediction in Patients with Hepatocellular Carcinoma
    Liang, Jie-ying
    Wang, De-shen
    Lin, Hao-cheng
    Chen, Xiu-xing
    Yang, Hui
    Zheng, Yun
    Li, Yu-hong
    [J]. INTERNATIONAL JOURNAL OF BIOLOGICAL SCIENCES, 2020, 16 (13): : 2430 - 2441
  • [19] Development and Validation of a Combined Ferroptosis and Immune Prognostic Classifier for Hepatocellular Carcinoma
    Liu, Yang
    Zhang, Xi
    Zhang, Junjun
    Tan, Juan
    Li, Jie
    Song, Zewen
    [J]. FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2020, 8
  • [20] Hepatocellular carcinoma
    Llovet, Josep M.
    Kelley, Robin Kate
    Villanueva, Augusto
    Singal, Amit G.
    Pikarsky, Eli
    Roayaie, Sasan
    Lencioni, Riccardo
    Koike, Kazuhiko
    Zucman-Rossi, Jessica
    Finn, Richard S.
    [J]. NATURE REVIEWS DISEASE PRIMERS, 2021, 7 (01)