Cargando…
Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer
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...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226023/ https://www.ncbi.nlm.nih.gov/pubmed/35739182 http://dx.doi.org/10.1038/s41598-022-14897-1 |
_version_ | 1784733756452503552 |
---|---|
author | Huang, Guo Zhou, Jun Chen, Juan Liu, Guowen |
author_facet | Huang, Guo Zhou, Jun Chen, Juan Liu, Guowen |
author_sort | Huang, Guo |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9226023 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92260232022-06-25 Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer Huang, Guo Zhou, Jun Chen, Juan Liu, Guowen Sci Rep Article 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. Nature Publishing Group UK 2022-06-23 /pmc/articles/PMC9226023/ /pubmed/35739182 http://dx.doi.org/10.1038/s41598-022-14897-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Huang, Guo Zhou, Jun Chen, Juan Liu, Guowen Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
title | Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
title_full | Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
title_fullStr | Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
title_full_unstemmed | Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
title_short | Identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
title_sort | identification of pyroptosis related subtypes and tumor microenvironment infiltration characteristics in breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9226023/ https://www.ncbi.nlm.nih.gov/pubmed/35739182 http://dx.doi.org/10.1038/s41598-022-14897-1 |
work_keys_str_mv | AT huangguo identificationofpyroptosisrelatedsubtypesandtumormicroenvironmentinfiltrationcharacteristicsinbreastcancer AT zhoujun identificationofpyroptosisrelatedsubtypesandtumormicroenvironmentinfiltrationcharacteristicsinbreastcancer AT chenjuan identificationofpyroptosisrelatedsubtypesandtumormicroenvironmentinfiltrationcharacteristicsinbreastcancer AT liuguowen identificationofpyroptosisrelatedsubtypesandtumormicroenvironmentinfiltrationcharacteristicsinbreastcancer |