Identification of a prognostic ferroptosis-related lncRNA signature in the tumor microenvironment of lung adenocarcinoma

被引:73
|
作者
Guo, Yugang [1 ]
Qu, Zhongyu [2 ]
Li, Dandan [1 ]
Bai, Fanghui [2 ]
Xing, Juan [2 ]
Ding, Qian [1 ]
Zhou, Jiawei [1 ,3 ]
Yao, Lunguang [1 ]
Xu, Qian [1 ]
机构
[1] Nanyang Normal Univ, Engn Lab Insects Bioreactor, Nanyang, Henan, Peoples R China
[2] Nanyang Cent Hosp, Nanyang, Henan, Peoples R China
[3] Nanyang Normal Univ, Sch Chem & Pharmaceut Engn, Nanyang, Peoples R China
关键词
CELL-DEATH; CANCER; CHEMOTHERAPY; FORM;
D O I
10.1038/s41420-021-00576-z
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Ferroptosis is closely linked to various cancers, including lung adenocarcinoma (LUAD); however, the factors involved in the regulation of ferroptosis-related genes are not well established. In this study, we identified and characterized ferroptosis-related long noncoding RNAs (lncRNAs) in LUAD. In particular, a coexpression network of ferroptosis-related mRNAs and lncRNAs from The Cancer Genome Atlas (TCGA) was constructed. Univariate and multivariate Cox proportional hazards analyses were performed to establish a prognostic ferroptosis-related lncRNA signature (FerRLSig). We obtained a prognostic risk model consisting of 10 ferroptosis-related lncRNAs: AL606489.1, AC106047.1, LINC02081, AC090559.1, AC026355.1, FAM83A-AS1, AL034397.3, AC092171.5, AC010980.2, and AC123595.1. High risk scores according to the FerRLSig were significantly associated with poor overall survival (hazard ratio (HR)=1.412, 95% CI=1.271-1.568; P<0.001). Receiver operating characteristic (ROC) curves and a principal component analysis further supported the accuracy of the model. Next, a prognostic nomogram combining FerRLSig with clinical features was established and showed favorable predictive efficacy for survival risk stratification. In addition, gene set enrichment analysis (GSEA) revealed that FerRLSig is involved in many malignancy-associated immunoregulatory pathways. Based on the risk model, we found that the immune status and response to immunotherapy, chemotherapy, and targeted therapy differed significantly between the high-risk and low-risk groups. These results offer novel insights into the pathogenesis of LUAD, including the contribution of ferroptosis-related lncRNAs, and reveal a prognostic indicator with the potential to inform immunological research and treatment.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Identification of a prognostic ferroptosis-related lncRNA signature in the tumor microenvironment of lung adenocarcinoma
    Yugang Guo
    Zhongyu Qu
    Dandan Li
    Fanghui Bai
    Juan Xing
    Qian Ding
    Jiawei Zhou
    Lunguang Yao
    Qian Xu
    Cell Death Discovery, 7
  • [2] Characterization and validation of a ferroptosis-related LncRNA signature as a novel prognostic model for lung adenocarcinoma in tumor microenvironment
    Wang, Yuanyong
    Lu, Guofang
    Xue, Xinying
    Xie, Mei
    Wang, Zhaoyang
    Ma, Zhiqiang
    Feng, Yingtong
    Shao, Changjian
    Duan, Hongtao
    Pan, Minghong
    Ding, Peng
    Li, Xiaofei
    Han, Jing
    Yan, Xiaolong
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [3] 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
  • [4] Identification and verification of a prognostic ferroptosis-related lncRNAs signature for patients with lung adenocarcinoma
    Qi, Kai
    Liu, Xin-Liang
    Chen, Xiang-Lai
    Song, Chao
    Peng, Jin-Hua
    Xu, Jian-Jun
    AMERICAN JOURNAL OF TRANSLATIONAL RESEARCH, 2022, 14 (06): : 3698 - 3715
  • [5] Identification of a ferroptosis-related lncRNA signature with prognosis for Wilms tumor
    Liu, Hengchen
    Zhang, Mingzhao
    Zhang, Tingting
    Shi, Manyu
    Lu, Wenjun
    Yang, Shulong
    Cui, Qingbo
    Li, Zhaozhu
    TRANSLATIONAL PEDIATRICS, 2021, 10 (10) : 2418 - +
  • [6] Development and validation of a novel ferroptosis-related lncRNA prognostic signature for pancreatic adenocarcinoma
    Li, Jian
    Li, Wenhua
    Wang, Huaizhi
    Ni, Bing
    Liu, Yongkang
    MOLECULAR MEDICINE REPORTS, 2023, 27 (02)
  • [7] Development and Validation of a Robust Ferroptosis-Related Prognostic Signature in Lung Adenocarcinoma
    Zhang, Anran
    Yang, Jinpo
    Ma, Chao
    Li, Feng
    Luo, Huan
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [8] Construction and validation of a novel ferroptosis-related prognostic signature for lung adenocarcinoma
    Yang, Li
    Fan, Xinxin
    Zhou, Chao
    Wang, Ziqi
    Cui, Zelong
    Wu, Xuan
    Xu, Zhiwei
    Yang, Jia
    Zhang, Xiaoju
    TRANSLATIONAL LUNG CANCER RESEARCH, 2023, 12 (08) : 1766 - +
  • [9] A novel ferroptosis-related gene signature for prognostic prediction of patients with lung adenocarcinoma
    Jin, Jingjing
    Liu, Chuan
    Yu, Shanshan
    Cai, Lingyi
    Sitrakiniaina, Andriamifahimanjaka
    Gu, Ruihong
    Li, Wenfeng
    Wu, Fangfang
    Xue, Xiangyang
    AGING-US, 2021, 13 (12): : 16144 - 16164
  • [10] Identification and validation of ferroptosis-related lncRNA signature as a prognostic model for skin cutaneous melanoma
    Guo, Sen
    Chen, Jianru
    Yi, Xiuli
    Lu, Zifan
    Guo, Weinan
    FRONTIERS IN IMMUNOLOGY, 2022, 13