Pyroptosis-Related Signatures for Predicting Prognosis in Breast Cancer

被引:4
|
作者
Ren, Tong
Guo, Xuhui
Zhang, Jingyang
Liu, Zhenzhen [1 ]
机构
[1] Zhengzhou Univ, Dept Breast Dis, Henan Breast Canc Ctr, Affiliated Canc Hosp, Zhengzhou, Peoples R China
来源
FRONTIERS IN SURGERY | 2022年 / 9卷
关键词
breast cancer; women in oncology; surgical oncology; pyroptosis; LASSO Cox analysis; MOLECULAR-MECHANISMS; CLEAVAGE;
D O I
10.3389/fsurg.2022.788437
中图分类号
R61 [外科手术学];
学科分类号
摘要
BackgroundFemale breast cancer (BC) has become the most common cancer in the world, and its mortality was considerably higher in transitioning vs. transitioned countries. Pyroptosis, an inflammation-dependent programmed cell death mediated by inflammasomes, has been observed in human colorectal tumors and gliomas. However, the characteristics of pyrolysis-related genes and their influence and mechanism on the tumorigenesis and progress of BC were unknown. MethodsBased on the global public database, we used comprehensive bioinformatics analysis to systematically analyze the expression of pyroptosis-related genes in BC and their relationship in tumor progression. In addition, BC patients were divided into two groups, and the clinical features and outcomes could be better predicted by the consistent clustering of pyroptosis-related genes. Least absolute shrinkage and selection operator (LASSO) Cox regression analysis was used to establish a risk score. Then, we further explored the prognostic value and clinical features of pyroptosis genes. Finally, we used the Human Protein Atlas (HPA) platform to identify the expression at protein levels of the key genes. ResultsWe confirmed that the expression of pyroptosis-related genes was different in BC and normal breast tissues. A high frequency of somatic mutations occurred in BC. In addition, 33 pyroptosis-related proteins interacted frequently. Based on univariate analysis and the LASSO Cox model, five pyroptosis-related genes [including GADMA, interleukin-6 (IL-6), NLR pyrin domain-containing protein 6 (NLRP6), caspase-1 (CASP1), and caspase-9 (CASP9)], were obtained to calculate a risk score. The risk score was identified as an independent risk factor for the prognosis of BC and might play an auxiliary role in clinical classification. The HPA platform confirmed that the expression trends of the key genes were consistent with our previous studies. ConclusionPyroptosis had an important effect on the progression of BC. And the pyroptosis-related genes could be used as new prognostic biomarkers and therapeutic targets for BC.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Development and validation of stable ferroptosis- and pyroptosis-related signatures in predicting prognosis and immune status in breast cancer
    Zhou, Lili
    Wong, Chinting
    Liu, Yang
    Jiang, Wenyan
    Yang, Qi
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2023, 27 (23) : 3827 - 3838
  • [2] Effect of Pyroptosis-Related Genes on the Prognosis of Breast Cancer
    Zhou, Ying
    Zheng, Jianfeng
    Bai, Mengru
    Gao, Yuzhen
    Lin, Nengming
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [3] Identification of pyroptosis-related signature for cervical cancer predicting prognosis
    Zhou, Cankun
    Li, Chaomei
    Zheng, Yuhua
    Liu, Xiaochun
    AGING-US, 2021, 13 (22): : 24795 - 24814
  • [4] Pyroptosis-related gene signature for predicting gastric cancer prognosis
    Khamis, Salem Saeed Saad
    Lu, Jianhua
    Yi, Yongdong
    Rao, Shangrui
    Sun, Weijian
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [5] Predicting the prognosis of glioma by pyroptosis-related signature
    Chao, Bo
    Jiang, Fenjun
    Bai, Huiru
    Meng, Peipei
    Wang, Lu
    Wang, Fei
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2022, 26 (01) : 133 - 143
  • [6] Pyroptosis-related signatures in bladder cancer prognosis and treatment-are we there yet?
    Kolat, Damian
    Kciuk, Mateusz
    Klosinski, Karol
    Kaluzinska, Zaneta
    TRANSLATIONAL CANCER RESEARCH, 2022, 11 (07) : 1861 - 1864
  • [7] A novel pyroptosis-related gene signature for predicting the prognosis of cervical cancer
    Li, Dan
    Du, Zhihua
    Song, Hualin
    Li, Rongjuan
    Han, Changhui
    Wang, Xiao
    Wang, Ke
    Luo, Jingtao
    EUROPEAN JOURNAL OF GYNAECOLOGICAL ONCOLOGY, 2024, 45 (02) : 88 - 99
  • [8] Pyroptosis-related signatures predict immune characteristics and prognosis in IPF
    He, Yijun
    Yao, Tingting
    Zhang, Yan
    Long, Lingzhi
    Jiang, Guoliang
    Zhang, Xiangyu
    Lv, Xin
    Han, Yuanyuan
    Cheng, Xiaoyun
    Li, Mengyu
    Jiang, Mao
    Peng, Zhangzhe
    Tao, Lijian
    Meng, Jie
    HELIYON, 2024, 10 (01)
  • [9] Pyroptosis-Related lncRNAs for Predicting the Prognosis and Identifying Immune Microenvironment Infiltration in Breast Cancer Lung Metastasis
    Liu, Li
    Chen, Chenxi
    Tu, Gang
    Peng, Yang
    Shen, Meiying
    Xu, Yingkun
    Liu, Shengchun
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2022, 10
  • [10] Pyroptosis-Related LncRNA Signatures Correlate With Lung Adenocarcinoma Prognosis
    Huang, Hua
    Shi, Zijian
    Li, Yongwen
    Zhu, Guangsheng
    Chen, Chen
    Zhang, Zihe
    Shi, Ruifeng
    Su, Lianchun
    Cao, Peijun
    Pan, Zhenhua
    Zhang, Hongbing
    Liu, Minghui
    Liu, Hongyu
    Chen, Jun
    FRONTIERS IN ONCOLOGY, 2022, 12