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Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer
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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524227/ https://www.ncbi.nlm.nih.gov/pubmed/36189269 http://dx.doi.org/10.3389/fimmu.2022.933703 |
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author | Luo, Lixi Wei, Qun Xu, Chenpu Dong, Minjun Zhao, Wenhe |
author_facet | Luo, Lixi Wei, Qun Xu, Chenpu Dong, Minjun Zhao, Wenhe |
author_sort | Luo, Lixi |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9524227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95242272022-10-01 Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer Luo, Lixi Wei, Qun Xu, Chenpu Dong, Minjun Zhao, Wenhe Front Immunol Immunology 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. Frontiers Media S.A. 2022-09-16 /pmc/articles/PMC9524227/ /pubmed/36189269 http://dx.doi.org/10.3389/fimmu.2022.933703 Text en Copyright © 2022 Luo, Wei, Xu, Dong and Zhao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Luo, Lixi Wei, Qun Xu, Chenpu Dong, Minjun Zhao, Wenhe Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
title | Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
title_full | Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
title_fullStr | Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
title_full_unstemmed | Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
title_short | Immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
title_sort | immune landscape and risk prediction based on pyroptosis-related molecular subtypes in triple-negative breast cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9524227/ https://www.ncbi.nlm.nih.gov/pubmed/36189269 http://dx.doi.org/10.3389/fimmu.2022.933703 |
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