Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer

被引:0
|
作者
Guo Huang
Jun Zhou
Juan Chen
Guowen Liu
机构
[1] University of South China,Hengyang Medical School
[2] University of South China,Key Laboratory of Tumor Cellular and Molecular Pathology, College of Hunan Province, Cancer Research Institute
[3] University of South China,The Second Affiliated Hospital, Department of Radiotherapy, Hengyang Medical School
[4] Shenzhen Second People’s Hospital,Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Shenzhen University
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Understanding the association of pyroptosis with tumor progression, prognosis and effect on immunotherapeutic response in breast cancer (BC) is limited. This study analysed forty pyroptosis-related genes to construct the pyroptosis score. Association of the pyroptosis score with the overall survival, clinical features, tumor mutation load, immune cell infiltration, and treatment sensitivity of patients with BC was analysed. Out of 983 BC samples, 304 (30.93%) had genetic alterations with the highest TP53 frequency. We identified three separate subtypes associated with pyroptosis action. These subtypes correlate with the clinicopathological characteristics, TME immune cell infiltration, and disease prognosis. Based on the expression levels of the pyroptosis genes, we divided the pyroptosis score into a high group and a low group. The immune-activated pyroptosis subtype had a higher score with a better prognosis. We also observed that the pyroptosis score correlates with the tumor mutation burden. The pyroptosis score and disease prognosis were directly proportional. A higher pyroptosis score indicated a better prognosis. Results suggest that the pyroptosis-related gene prognosis model is closely related to the immune cell infiltration of BC. The three pyroptosis subtypes associated with BC assist in accurately identifying the tumor subtype, the prognosis of immunotherapy drugs and the patient’s therapeutic response.
引用
收藏
相关论文
共 50 条
  • [1] Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer
    Huang, Guo
    Zhou, Jun
    Chen, Juan
    Liu, Guowen
    [J]. SCIENTIFIC REPORTS, 2022, 12 (01)
  • [2] Pyroptosis-Mediated Molecular Subtypes are Characterized by Distinct Tumor Microenvironment Infiltration Characteristics in Breast Cancer
    Xu, Lijun
    Hu, Yaomin
    Liu, Wenwen
    [J]. JOURNAL OF INFLAMMATION RESEARCH, 2022, 15 : 345 - 362
  • [3] Identification of pyroptosis-related subtypes, the development of a prognosis model, and characterization of tumor microenvironment infiltration in colorectal cancer
    Song, Wei
    Ren, Jun
    Xiang, Rensheng
    Kong, Can
    Fu, Tao
    [J]. ONCOIMMUNOLOGY, 2021, 10 (01):
  • [4] Identification of pyroptosis-related subtypes and comprehensive analysis of characteristics of the tumor microenvironment infiltration in clear cell renal cell carcinoma
    Jiayi Zeng
    Ping Zhu
    Yanlin Tang
    Changzheng Zhang
    Chujin Ye
    Shouyu Cheng
    Kaiwen Tian
    Bowen Yang
    Weinan Zeng
    Yanjun Liu
    Zhiyong Xian
    Yuming Yu
    [J]. Scientific Reports, 13
  • [5] Prognostic characterization of the pyroptosis-related subtypes and tumor microenvironment infiltration in glioma
    He, Jiarong
    Zhou, Wen
    Zhang, Mingming
    [J]. CANCER BIOMARKERS, 2023, 37 (03) : 161 - 177
  • [6] Identification of pyroptosis-related subtypes and comprehensive analysis of characteristics of the tumor microenvironment infiltration in clear cell renal cell carcinoma
    Zeng, Jiayi
    Zhu, Ping
    Tang, Yanlin
    Zhang, Changzheng
    Ye, Chujin
    Cheng, Shouyu
    Tian, Kaiwen
    Yang, Bowen
    Zeng, Weinan
    Liu, Yanjun
    Xian, Zhiyong
    Yu, Yuming
    [J]. SCIENTIFIC REPORTS, 2023, 13 (01)
  • [7] 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
    [J]. FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [8] Identification of senescence-related subtypes, establishment of a prognosis model, and characterization of a tumor microenvironment infiltration in breast cancer
    Zhou, Yanling
    Xiao, Liang
    Long, Guo
    Cao, Jing
    Liu, Shuang
    Tao, Yongguang
    Zhou, Ledu
    Tang, Jianing
    [J]. FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [9] Identification of cuproptosis-related subtypes, characterization of tumor microenvironment infiltration, and development of a prognosis model in breast cancer
    Li, Zhi
    Zhang, Hua
    Wang, Xixi
    Wang, Qun
    Xue, Jiapeng
    Shi, Yun
    Wang, Minghua
    Wang, Geng
    Zhang, Jianquan
    [J]. FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [10] Identification of Hypoxia-Related Subtypes, Establishment of Prognostic Models, and Characteristics of Tumor Microenvironment Infiltration in Colon Cancer
    Wang, Changjing
    Tang, Yujie
    Ma, Hongqing
    Wei, Sisi
    Hu, Xuhua
    Zhao, Lianmei
    Wang, Guiying
    [J]. FRONTIERS IN GENETICS, 2022, 13