Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer

被引:7
|
作者
Luo, Lixi [1 ]
Wei, Qun [1 ]
Xu, Chenpu [1 ]
Dong, Minjun [1 ]
Zhao, Wenhe [1 ]
机构
[1] Zhejiang Univ, Sir Run Run Shaw Hosp, Dept Surg Oncol, Sch Med, Hangzhou, Peoples R China
来源
FRONTIERS IN IMMUNOLOGY | 2022年 / 13卷
关键词
pyroptosis; tumor microenvironment; triple-negative breast cancer; prognosis; immune checkpoints; TUMOR-INFILTRATING LYMPHOCYTES; MICROSATELLITE INSTABILITY; DOUBLE-BLIND; T-CELLS; IMMUNOTHERAPY; PHENOTYPE;
D O I
10.3389/fimmu.2022.933703
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
The survival outcome of triple-negative breast cancer (TNBC) remains poor, with difficulties still existing in prognosis assessment and patient stratification. Pyroptosis, a newly discovered form of programmed cell death, is involved in cancer pathogenesis and progression. The role of pyroptosis in the tumor microenvironment (TME) of TNBC has not been fully elucidated. In this study, we disclosed global alterations in 58 pyroptosis-related genes at somatic mutation and transcriptional levels in TNBC samples collected from The Cancer Genome Atlas and Gene Expression Omnibus databases. Based on the expression patterns of genes related to pyroptosis, we identified two molecular subtypes that harbored different TME characteristics and survival outcomes. Then, based on differentially expressed genes between two subtypes, we established a 12-gene score with robust efficacy in predicting short- and long-term overall survival of TNBC. Patients at low risk exhibited a significantly better prognosis, more antitumor immune cell infiltration, and higher expression of immune checkpoints including PD-1, PD-L1, CTLA-4, and LAG3. The comprehensive analysis of the immune landscape in TNBC indicated that alterations in pyroptosis-related genes were closely related to the formation of the immune microenvironment and the intensity of the anticancer response. The 12-gene score provided new information on the risk stratification and immunotherapy strategy for highly heterogeneous patients with TNBC.
引用
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页数:16
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