A Ferroptosis-Related lncRNAs Signature Predicts Prognosis and Immune Microenvironment for Breast Cancer

被引:61
|
作者
Zhang, Kaiming [1 ]
Ping, Liqin [2 ]
Du, Tian [1 ]
Liang, Gehao [1 ]
Huang, Yun [3 ]
Li, Zhiling [3 ]
Deng, Rong [3 ]
Tang, Jun [1 ]
机构
[1] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Breast Oncol, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
[2] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Med Oncol, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
[3] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, Dept Expt Res, State Key Lab Oncol South China,Canc Ctr, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
breast cancer; ferroptosis; lncRNA; prognostic signature; tumor immune microenvironment; OXIDATIVE STRESS; CELL; METABOLISM; BIOINFORMATICS; MECHANISMS; THERAPY; FORM;
D O I
10.3389/fmolb.2021.678877
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Ferroptosis, a regulated cell death which is driven by the iron-dependent peroxidation of lipids, plays an important role in cancer. However, studies about ferroptosis-related Long non-coding RNAs (lncRNAs) in breast cancer (BC) are limited. Besides, the prognostic role of ferroptosis-related lncRNAs and their relationship to immune microenvironment in breast cancer remain unclear. This study aimed to explore the potential prognostic value of ferroptosis-related lncRNAs and their relationship to immune microenvironment in breast cancer. Methods: RNA-sequencing data of female breast cancer patients were downloaded from TCGA database. 937 patients were randomly separated into training or validation cohort in 2:1 ratio. Ferroptosis-related lncRNAs were screened by Pearson correlation analysis with 239 reported ferroptosis-related genes. A ferroptosis-related lncRNAs signature was constructed with univariate and multivariate Cox regression analyses in the training cohort, and its prognostic value was further tested in the validation cohort. Results: An 8-ferroptosis-related-lncRNAs signature was developed by multivariate Cox regression analysis to divide patients into two risk groups. Patients in the high-risk group had worse prognosis than patients in the low-risk group. Multivariate Cox regression analysis showed the risk score was an independent prognostic indicator. Receiver operating characteristic curve (ROC) analysis proved the predictive accuracy of the signature. The area under time-dependent ROC curve (AUC) reached 0.853 at 1 year, 0.802 at 2 years, 0.740 at 5 years in the training cohort and 0.791 at 1 year, 0.778 at 2 years, 0.722 at 5 years in the validation cohort. Further analysis demonstrated that immune-related pathways were significantly enriched in the high-risk group. Analysis of the immune cell infiltration landscape showed that breast cancer in the high-risk group tended be immunologically "cold". Conclusion: We identified a novel ferroptosis-related lncRNA signature which could precisely predict the prognosis of breast cancer patients. Ferroptosis-related lncRNAs may have a potential role in the process of anti-tumor immunity and serve as therapeutic targets for breast cancer.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Prognostic Signature Constructed of Seven Ferroptosis-Related lncRNAs Predicts the Prognosis of HBV-Related HCC
    Wang, Wenwen
    Wang, Lifen
    Song, Chunxia
    Mu, Tong
    Hu, Jinhua
    Feng, Hua
    JOURNAL OF GASTROINTESTINAL CANCER, 2024, 55 (01) : 444 - 456
  • [22] Prognostic Signature Constructed of Seven Ferroptosis-Related lncRNAs Predicts the Prognosis of HBV-Related HCC
    Wenwen Wang
    Lifen Wang
    Chunxia Song
    Tong Mu
    Jinhua Hu
    Hua Feng
    Journal of Gastrointestinal Cancer, 2024, 55 : 444 - 456
  • [23] Development and Validation of a Novel Ferroptosis-Related Gene Signature for Predicting Prognosis and the Immune Microenvironment in Gastric Cancer
    Wang, Feng
    Chen, Cheng
    Chen, Wei-Peng
    Li, Zu-Ling
    Cheng, Hui
    BIOMED RESEARCH INTERNATIONAL, 2021, 2021
  • [24] Development and Validation of Ferroptosis-Related lncRNAs as Prognosis and Diagnosis Biomarkers for Breast Cancer
    Yao, Zhi-Yong
    Xing, Chaoqun
    Cai, Shanshan
    Xing, Xiao-Liang
    BIOMED RESEARCH INTERNATIONAL, 2022, 2022
  • [25] Identification of immune infiltration landscape on prognosis and therapy of the ferroptosis-related genes signature in breast cancer
    Chen, Yutong
    Zhao, Siqiao
    Kang, Yihan
    Zhang, Yuelin
    Chang, Xu
    BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH, 2022, 1869 (11):
  • [26] Cuproptosis Combined with lncRNAs Predicts the Prognosis and Immune Microenvironment of Breast Cancer
    Zhang, Liangping
    Zhang, Yujun
    Bao, Jianhang
    Gao, Wenshuo
    Wang, Dong
    Pan, Hao
    Computational and Mathematical Methods in Medicine, 2022, 2022
  • [27] A New Ferroptosis-Related lncRNA Signature Predicts the Prognosis of Bladder Cancer Patients
    Chen, Mei
    Nie, Zhenyu
    Li, Yan
    Gao, Yuanhui
    Wen, Xiaohong
    Cao, Hui
    Zhang, Shufang
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [28] Bioinformatic Analyses of the Ferroptosis-Related lncRNAs Signature for Ovarian Cancer
    Zheng, Jianfeng
    Guo, Jialu
    Wang, Yahui
    Zheng, Yingling
    Zhang, Ke
    Tong, Jinyi
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2022, 8
  • [29] Ferroptosis-related gene signature predicts prognosis and immunotherapy in glioma
    Wan, Rong-Jun
    Peng, Wang
    Xia, Qin-Xuan
    Zhou, Hong-Hao
    Mao, Xiao-Yuan
    CNS NEUROSCIENCE & THERAPEUTICS, 2021, 27 (08) : 973 - 986
  • [30] An angiogenesis-related lncRNA signature predicts the immune microenvironment and prognosis of breast cancer
    Wang, Ya-Wen
    Liu, Can
    Chen, Yan-Duo
    Yang, Bin
    Chen, Xu
    Ma, Guangxin
    Tian, Ya-Ru
    Bo, Xiangkun
    Zhang, Kai
    AGING-US, 2023, 15 (15): : 7616 - 7636