Prognostic and immune infiltration features of disulfidptosis-related subtypes in breast cancer

被引:1
|
作者
Chen, Sheng [1 ]
Li, Xiangrong [1 ]
Ao, Wen [1 ]
机构
[1] Cent Hosp Xiaogan, Oncol Dept 3, 6 Guangchang Rd, Xiaogan City 432000, Hubei, Peoples R China
关键词
Disulfidptosis; Breast cancer; Unsupervised clustering; Immune feature; Immunotherapy;
D O I
10.1186/s12905-023-02823-0
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Breast cancer (BC) is a prominent cause of cancer incidence and mortality around the world. Disulfidptosis, a type of cell death, can induce tumor cell death. The purpose of this study was to analyze the potential impact of disulfidptosis-related genes (DRGs) on the prognosis and immune infiltration features of BC. Based on DRGs, we conducted an unsupervised clustering analysis on gene expression data of BC in TCGA-BRCA dataset and identified two BC subtypes, cluster1 and cluster2, with cluster1 showing a higher likelihood of favorable survival. Through immune analysis, we found that cluster1 had lower proportions of infiltration in immune-related cells, including aDCs, DCs, NK_cells, Th2_cells, and Treg. Based on the immunophenoscore (IPS) results, we inferred that cluster1 might benefit more from immune checkpoint inhibitors targeting CTLA-4 and PD1. Targeted small molecule prediction results showed that patients with cluster2 BC might respond better to antagonistic small molecule compounds, including clofazimine, lenalidomide, and epigallocatechin. Differentially expressed genes between the two subtypes were found to be enriched in signaling pathways related to steroid hormone biosynthesis, ovarian steroidogenesis, and neutrophil extracellular trap formation, according to enrichment analyses. In conclusion, this study identified BC subtypes based on DRGs so as to help predict patient prognosis and provide valuable tools for guiding clinical management and precise treatment of BC patients.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Prognostic and immune infiltration features of disulfidptosis-related subtypes in breast cancer
    Sheng Chen
    Xiangrong Li
    Wen Ao
    BMC Women's Health, 24
  • [2] The role of molecular subtypes and immune infiltration characteristics based on disulfidptosis-related genes in ovarian cancer
    Ruanruan Yang
    Yating Wang
    Zhifu Wei
    Zhanpeng Huang
    Xiaoshan Hong
    Yu Lin
    Discover Oncology, 15 (1)
  • [3] Hub gene of disulfidptosis-related immune checkpoints in breast cancer
    Ye Wang
    Yinmei Deng
    Hui Xie
    Sujuan Cao
    Medical Oncology, 40
  • [4] Identification of disulfidptosis-related subtypes, characterization of tumor microenvironment infiltration, and development of a prognosis model in breast cancer
    Liang, Jiahui
    Wang, Xin
    Yang, Jing
    Sun, Peng
    Sun, Jingjing
    Cheng, Shengrong
    Liu, Jincheng
    Ren, Zhiyao
    Ren, Min
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [5] Crosstalk of disulfidptosis-related subtypes, establishment of a prognostic signature and immune infiltration characteristics in bladder cancer based on a machine learning survival framework
    Zhao, Songyun
    Wang, Lanyu
    Ding, Wei
    Ye, Bicheng
    Cheng, Chao
    Shao, Jianfeng
    Liu, Jinhui
    Zhou, Hongyi
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14
  • [6] Hub gene of disulfidptosis-related immune checkpoints in breast cancer
    Wang, Ye
    Deng, Yinmei
    Xie, Hui
    Cao, Sujuan
    MEDICAL ONCOLOGY, 2023, 40 (08)
  • [7] Bioinformation study of immune microenvironment characteristics of disulfidptosis-related subtypes in ovarian cancer and prognostic model construction
    Ying Zhou
    Yuhong Zhang
    Yang Zhou
    Yanzheng Gu
    Youguo Chen
    Juan Wang
    Discover Oncology, 16 (1)
  • [8] Identification of disulfidptosis-related clusters and construction of a disulfidptosis-related gene prognostic signature in triple-negative breast cancer
    Wu, Jie
    Cai, Yan
    Zhao, Gaiping
    HELIYON, 2024, 10 (12)
  • [9] Machine learning identification and immune infiltration of disulfidptosis-related Alzheimer's disease molecular subtypes
    Zhu, Yidong
    Kong, Lingyue
    Han, Tianxiong
    Yan, Qiongzhi
    Liu, Jun
    IMMUNITY INFLAMMATION AND DISEASE, 2023, 11 (10)
  • [10] Identification of disulfidptosis-related genes with immune infiltration in hepatocellular carcinoma
    Li, Xiao-min
    Liu, Shan-peng
    Li, Yu
    Cai, Xiao-ming
    Zhang, Shao-bo
    Xie, Ze-feng
    HELIYON, 2023, 9 (08)