Identification of a novel ferroptosis-related gene signature associated with prognosis, the immune landscape, and biomarkers for immunotherapy in ovarian cancer

被引:2
|
作者
Liu, Yilong [1 ]
Du, Suya [2 ]
Yuan, Mengying [1 ]
He, Xia [1 ,3 ]
Zhu, Changyu [1 ,3 ]
Han, Ke [1 ]
Zhu, Yuyan [1 ]
Yang, Qianwen [1 ]
Tong, Rongsheng [1 ,3 ]
机构
[1] Univ Elect Sci & Technol China, Sichuan Acad Med Sci & Sichuan Prov Peoples Hosp, Sch Med, Chengdu, Peoples R China
[2] Univ Elect Sci & Technol China, Sichuan Canc Hosp & Inst, Sichuan Canc Ctr, Chengdu, Peoples R China
[3] Univ Elect Sci & Technol China, Sch Med, Personalized Drug Therapy Key Lab Sichuan Prov, Chengdu, Peoples R China
关键词
ovarian cancer; ferroptosis; biomarker; prognosis; immunotherapy; CELL-DEATH; EXPRESSION;
D O I
10.3389/fphar.2022.949126
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Ferroptosis has been implicated in tumor progression and immunoregulation. Identification of ferroptosis-related prognostic gene is important for immunotherapy and prognosis in ovarian cancer (OV). We assessed the potential predictive power of a novel ferroptosis-related gene (FRG) signature for prognosis and immunotherapy in Asian and Caucasian OV populations. We collected gene expression profiles and clinicopathological data from public databases. The least absolute shrinkage and selection operator Cox regression algorithm was used to construct the FRG signature. Receiver operating characteristic (ROC) curve, Kaplan-Meier method, Cox regression model were used to evaluate the clinical benefits of FRG signature. Gene functional and gene set enrichment analyses were used for functional annotation and immune landscape analysis. A 15-FRG signature was constructed and used to stratify patients into two risk groups. Patients in the high-risk group had significantly worse survival. The risk score was a significant independent risk factor for OS. The area under the ROC curve indicated the good prediction performance of the FRG signature. Notably, the low-risk group showed a significant enrichment in immune-related pathways and a "hot " immune status. The risk score was found to be an efficient and robust predictor of response to immunotherapy. In conclusion, our study identified a novel 15-FRG prognostic signature that can be used for prognostic prediction and precision immunotherapy in Asian and Caucasian OV populations.
引用
收藏
页数:20
相关论文
共 50 条
  • [41] Identification of the prognostic value of ferroptosis-related gene signature in breast cancer patients
    Wang, Ding
    Wei, Guodong
    Ma, Ju
    Cheng, Shuai
    Jia, Longyuan
    Song, Xinyue
    Zhang, Ming
    Ju, Mingyi
    Wang, Lin
    Zhao, Lin
    Xin, Shijie
    BMC CANCER, 2021, 21 (01)
  • [42] Ferroptosis-Related Long Noncoding RNAs as Prognostic Biomarkers for Ovarian Cancer
    Wang, Kaili
    Mei, Shanshan
    Cai, Mengcheng
    Zhai, Dongxia
    Zhang, Danying
    Yu, Jin
    Ni, Zhexin
    Yu, Chaoqin
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [43] A novel ferroptosis-related lncRNA signature for prognosis prediction in gastric cancer
    Jianming Wei
    Ye Zeng
    Xibo Gao
    Tong Liu
    BMC Cancer, 21
  • [44] Identification of a novel ferroptosis-related gene signature associated with retinal degeneration induced by light damage in mice
    Lei, Xin-Lan
    Yang, Qiao-Li
    Wei, Yong-Zhao
    Qiu, Xu
    Zeng, Hui-Yi
    Yan, Ai-Min
    Peng, Kai
    Li, Ying-Lin
    Rao, Feng-Qin
    Chen, Feng-Hua
    Xiang, Lue
    Wu, Kun-Chao
    HELIYON, 2023, 9 (12)
  • [45] Ferroptosis-related gene signatures in neuroblastoma associated with prognosis
    Chen, Yiru
    Li, Zihao
    Cao, Qingtai
    Guan, Haoyu
    Mao, Longfei
    Zhao, Mingyi
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [46] Development and Validation of a Novel Ferroptosis-Related LncRNA Signature for Predicting Prognosis and the Immune Landscape Features in Uveal Melanoma
    Ma, Xiaochen
    Yu, Sejie
    Zhao, Bin
    Bai, Wei
    Cui, Yubo
    Ni, Jinglan
    Lyu, Qinghua
    Zhao, Jun
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [47] Ferroptosis-Related Gene Signature Promotes Ovarian Cancer by Influencing Immune Infiltration and Invasion
    You, Yang
    Fan, Qi
    Huang, Jianyun
    Wu, Yaoqiu
    Lin, Haiyan
    Zhang, Qingxue
    JOURNAL OF ONCOLOGY, 2021, 2021
  • [48] Identification of a Ferroptosis-Related LncRNA Signature as a Novel Prognosis Model for Lung Adenocarcinoma
    Lu, Lu
    Liu, Le-Ping
    Zhao, Qiang-Qiang
    Gui, Rong
    Zhao, Qin-Yu
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [49] A ferroptosis-related lncRNA signature predicts prognosis in ovarian cancer patients
    Peng, Jing
    Hao, Yan
    Rao, Bihua
    Zhang, Zhiguo
    TRANSLATIONAL CANCER RESEARCH, 2021, 10 (11) : 4802 - 4816
  • [50] Establishment and validation of a ferroptosis-related signature predicting prognosis and immunotherapy effect in colon cancer
    Li, Zhufeng
    Yuan, Fang
    Liu, Xin
    Wei, Jianming
    Liu, Tong
    Li, Weidong
    Li, Chuan
    FRONTIERS IN ONCOLOGY, 2023, 13