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Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment

Triple-negative breast cancer (TNBC) accounts for about 15–20% of all breast cancers and differs from other invasive breast cancer types because it grows and spreads rapidly, it has limited treatment options and typically worse prognosis. Since TNBC does not express estrogen or progesterone receptor...

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Autores principales: Font-Clos, Francesc, Zapperi, Stefano, La Porta, Caterina A. M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187759/
https://www.ncbi.nlm.nih.gov/pubmed/35688895
http://dx.doi.org/10.1038/s41598-022-13428-2
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author Font-Clos, Francesc
Zapperi, Stefano
La Porta, Caterina A. M.
author_facet Font-Clos, Francesc
Zapperi, Stefano
La Porta, Caterina A. M.
author_sort Font-Clos, Francesc
collection PubMed
description Triple-negative breast cancer (TNBC) accounts for about 15–20% of all breast cancers and differs from other invasive breast cancer types because it grows and spreads rapidly, it has limited treatment options and typically worse prognosis. Since TNBC does not express estrogen or progesterone receptors and little or no human epidermal growth factor receptor (HER2) proteins are present, hormone therapy and drugs targeting HER2 are not helpful, leaving chemotherapy only as the main systemic treatment option. In this context, it would be important to find molecular signatures able to stratify patients into high and low risk groups. This would allow oncologists to suggest the best therapeutic strategy in a personalized way, avoiding unnecessary toxicity and reducing the high costs of treatment. Here we compare two independent patient stratification strategies for TNBC based on gene expression data: The first is focusing on the epithelial mesenchymal transition (EMT) and the second on the tumor immune microenvironment. Our results show that the two stratification strategies are not directly related, suggesting that the aggressiveness of the tumor can be due to a multitude of unrelated factors. In particular, the EMT stratification is able to identify a high-risk population with high immune markers that is, however, not properly classified by the tumor immune microenvironment based strategy.
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spelling pubmed-91877592022-06-12 Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment Font-Clos, Francesc Zapperi, Stefano La Porta, Caterina A. M. Sci Rep Article Triple-negative breast cancer (TNBC) accounts for about 15–20% of all breast cancers and differs from other invasive breast cancer types because it grows and spreads rapidly, it has limited treatment options and typically worse prognosis. Since TNBC does not express estrogen or progesterone receptors and little or no human epidermal growth factor receptor (HER2) proteins are present, hormone therapy and drugs targeting HER2 are not helpful, leaving chemotherapy only as the main systemic treatment option. In this context, it would be important to find molecular signatures able to stratify patients into high and low risk groups. This would allow oncologists to suggest the best therapeutic strategy in a personalized way, avoiding unnecessary toxicity and reducing the high costs of treatment. Here we compare two independent patient stratification strategies for TNBC based on gene expression data: The first is focusing on the epithelial mesenchymal transition (EMT) and the second on the tumor immune microenvironment. Our results show that the two stratification strategies are not directly related, suggesting that the aggressiveness of the tumor can be due to a multitude of unrelated factors. In particular, the EMT stratification is able to identify a high-risk population with high immune markers that is, however, not properly classified by the tumor immune microenvironment based strategy. Nature Publishing Group UK 2022-06-10 /pmc/articles/PMC9187759/ /pubmed/35688895 http://dx.doi.org/10.1038/s41598-022-13428-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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
Font-Clos, Francesc
Zapperi, Stefano
La Porta, Caterina A. M.
Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
title Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
title_full Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
title_fullStr Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
title_full_unstemmed Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
title_short Classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
title_sort classification of triple negative breast cancer by epithelial mesenchymal transition and the tumor immune microenvironment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9187759/
https://www.ncbi.nlm.nih.gov/pubmed/35688895
http://dx.doi.org/10.1038/s41598-022-13428-2
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