The therapeutic and prognostic role of cuproptosis-related genes in triple negative breast cancer

被引:11
|
作者
Shi, Bingye [1 ]
Zhang, Wei [2 ]
Wang, Tao [3 ]
Cui, Zhenyu [4 ]
机构
[1] Hebei Univ, Affiliated Hosp, Color Ultrasound Room, Baoding, Hebei, Peoples R China
[2] Hebei Univ, Affiliated Hosp, Med Engn Ctr, Baoding, Hebei, Peoples R China
[3] Hebei Univ, Affiliated Hosp, Dept Integrated Tradit Chinese & Western Med, Baoding, Hebei, Peoples R China
[4] Hebei Univ, Affiliated Hosp, Dept Urol Surg, Baoding, Hebei, Peoples R China
关键词
Triple negative breast cancer; Cuproptosis; Bioinformatics; Immune infiltration; Survival; Drug sensitivity;
D O I
10.1186/s12859-023-05348-3
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundThis study aimed to observe the potential impact of known cuproptosis-related genes (CRGs) on triple negative breast cancer (TNBC) development, as well as their associated molecular mechanisms, immune infiltration mechanisms and potential therapeutic agents.ResultsBased on the Cox Proportional Hazard Model, 11 CRGs may be especially important in TNBC development and progression (considered as the Key-TNBC-CRGs). The expression of several Key-TNBC-CRGs (e.g., ATP7A, PIK3CA, LIAS, and LIPT) are associated with common mutations. The SCNA variation of 11 Key-TNBC-CRGs are related to differences immune infiltration profiles. In particular, depletion of ATP7A, ATP7B, CLS, LIAS, and SCL31A1 and while high amplification of NLRP3 and LIPT2 are correlated with decreased immune infiltration. In our Cox proportional hazards regression model, there is a significant difference in the overall survival between high-risk and low-risk groups. The HR in the high-risk group is 3.891 versus the low-risk group. And this model has a satisfactory performance in Prediction of 5-15-year survival, in particular in the 10-year survival (AUC = 0.836). Finally, we discovered some potential drugs for TNBC treatment based on the strategy of targeting 11 Key-TNBC-CRGs, such as Dasatinib combined with ABT-737, Erastin or Methotrexate, and Docetaxel/Ispinesib combination.ConclusionIn conclusion, CRGs may play important roles in TNBC development, and they can impact tumor immune microenvironment and patient survival. The Key-TNBC-CRGs interact mutually and can be influenced by common BC-related mutations. Additionally, we established a 11-gene risk model with a robust performance in prediction of 5-15-year survival. As well, some new drugs are proposed potentially effective in TNBC based on the CRG strategy.
引用
收藏
页数:15
相关论文
共 50 条
  • [21] Identification of cuproptosis-related subtypes, cuproptosis-related gene prognostic index in hepatocellular carcinoma
    Ding, Lei
    Li, Wei
    Tu, Jili
    Cao, Zhixing
    Li, Jizheng
    Cao, Haiming
    Liang, Junjie
    Yu, Qiangfeng
    Liang, Yiming
    Li, Gencong
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [22] Construction and significance of a breast cancer prognostic model based on cuproptosis-related genotyping and lncRNAs
    Sun, Lu
    Chen, Xinxu
    Li, Fei
    Liu, Shengchun
    JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION, 2025, 124 (04) : 361 - 374
  • [23] Comprehensive analysis of cuproptosis-related genes and tumor microenvironment infiltration characterization in breast cancer
    Song, Shaoran
    Zhang, Miao
    Xie, Peiling
    Wang, Shuhong
    Wang, Yaochun
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [24] Triple Negative Breast Cancer: Therapeutic and Prognostic Implications
    Brady-West, Doreen C.
    McGrowder, Donovan A.
    ASIAN PACIFIC JOURNAL OF CANCER PREVENTION, 2011, 12 (08) : 2139 - 2143
  • [25] Identification of a prognostic model using cuproptosis-related genes in uveal melanoma
    Chen, Yao
    Chen, Xiaozhen
    Wang, Xianggui
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [26] Exploration of the Prognostic Markers of Multiple Myeloma Based on Cuproptosis-Related Genes
    Gao, Xiao-Han
    Yuan, Jun
    Zhang, Xiao-Xia
    Wang, Rui-Cang
    Yang, Jie
    Li, Yan
    Li, Jie
    CANCER REPORTS, 2025, 8 (03)
  • [27] Prognostic value and immunological function of cuproptosis-related genes in lung adenocarcinoma
    Zhang, Liming
    Wang, Shaoqiang
    Wang, Lina
    HELIYON, 2024, 10 (09)
  • [28] Identification and study of cuproptosis-related genes in prognostic model of multiple myeloma
    Wang, Haili
    Zhang, Guoxiang
    Dong, Lu
    Chen, Lu
    Liang, Li
    Ge, Li
    Gai, Dongzheng
    Shen, Xuliang
    HEMATOLOGY, 2023, 28 (01)
  • [29] The role of a cuproptosis-related prognostic signature in colon cancer tumor microenvironment and immune responses
    Xu, Chenyang
    Liu, Yonghao
    Zhang, Yuxi
    Gao, Ling
    FRONTIERS IN GENETICS, 2022, 13
  • [30] A novel cuproptosis-related lncRNA prognostic signature in thyroid cancer
    Liu, Lujia
    Xu, Jie
    Sun, Xifeng
    Zheng, Haitao
    BIOMARKERS IN MEDICINE, 2023, 17 (15) : 643 - 654