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Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior

SIMPLE SUMMARY: Triple-negative breast cancer (TNBC) is an aggressive and highly heterogeneous breast cancer subtype, both molecular and transcriptomic. Gene expression patterns identified seven TNBC subtypes; basal-like 1 (BL1), basal-like 2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchyma...

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Autores principales: Rodríguez-Bautista, Rubén, Caro-Sánchez, Claudia H., Cabrera-Galeana, Paula, Alanis-Funes, Gerardo J., Gutierrez-Millán, Everardo, Ávila-Ríos, Santiago, Matías-Florentino, Margarita, Reyes-Terán, Gustavo, Díaz-Chávez, José, Villarreal-Garza, Cynthia, Hernández-Pedro, Norma Y., Ortega-Gómez, Alette, Lara-Mejía, Luis, Rangel-Escareño, Claudia, Arrieta, Oscar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8699570/
https://www.ncbi.nlm.nih.gov/pubmed/34944876
http://dx.doi.org/10.3390/cancers13246256
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author Rodríguez-Bautista, Rubén
Caro-Sánchez, Claudia H.
Cabrera-Galeana, Paula
Alanis-Funes, Gerardo J.
Gutierrez-Millán, Everardo
Ávila-Ríos, Santiago
Matías-Florentino, Margarita
Reyes-Terán, Gustavo
Díaz-Chávez, José
Villarreal-Garza, Cynthia
Hernández-Pedro, Norma Y.
Ortega-Gómez, Alette
Lara-Mejía, Luis
Rangel-Escareño, Claudia
Arrieta, Oscar
author_facet Rodríguez-Bautista, Rubén
Caro-Sánchez, Claudia H.
Cabrera-Galeana, Paula
Alanis-Funes, Gerardo J.
Gutierrez-Millán, Everardo
Ávila-Ríos, Santiago
Matías-Florentino, Margarita
Reyes-Terán, Gustavo
Díaz-Chávez, José
Villarreal-Garza, Cynthia
Hernández-Pedro, Norma Y.
Ortega-Gómez, Alette
Lara-Mejía, Luis
Rangel-Escareño, Claudia
Arrieta, Oscar
author_sort Rodríguez-Bautista, Rubén
collection PubMed
description SIMPLE SUMMARY: Triple-negative breast cancer (TNBC) is an aggressive and highly heterogeneous breast cancer subtype, both molecular and transcriptomic. Gene expression patterns identified seven TNBC subtypes; basal-like 1 (BL1), basal-like 2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchymal stem-like (MSL), luminal androgen receptor (LAR), and unstable (UNS). Herein, we contrasted the IM subtype with non-IM TNBC, including clinical, histopathological, and molecular variables. Our results showed that the IM subtype featured an increased FOXP3+ TILs infiltration and a higher CTLA-4 and PD-L1 expression compared with non-IM tumors. Long intergenic non-coding RNAs associated with the immune response through transcriptomic and enrichment analyses characterized the IM-subtype enriched by the β-catenin signaling pathway. Additionally, DNA sequencing identified differences in mutation rates as well as some specific mutations. These results should motivate the design of future clinical trials in which the benefit of immune-based therapy in this subgroup of patients could be evaluated. ABSTRACT: Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous disease. Seven subtypes have been described based on gene expression patterns. Herein, we characterized the tumor biology and clinical behavior of the immunomodulatory (IM) subtype. Methods: Formalin-fixed paraffin-embedded tumor samples from 68 high-risk (stage III-IV) TNBC patients were analyzed through microarrays, immunohistochemistry, and DNA sequencing. Results: The IM subtype was identified in 24% of TNBC tumor samples and characterized by a higher intratumoral (intT) and stromal (strml) infiltration of FOXP3+ TILs (Treg) compared with non-IM subtypes. Further, PD-L1+ (>1%) expression was significantly higher, as well as CTLA-4+ intT and strml expression in the IM subtype. Differential expression and gene set enrichment analysis identified biological processes associated with the immune system. Pathway analysis revealed enrichment of the β-catenin signaling pathway. The non-coding analysis led to seven Long Intergenic Non-Protein Coding RNAs (lincRNAs) (6 up-regulated and 1 down-regulated) that were associated with a favorable prognosis in the TNBC-IM subtype. The DNA sequencing highlighted two genes relevant to immune system responses: CTNNB1 (Catenin β-1) and IDH1. Conclusion: the IM subtype showed a distinct immune microenvironment, as well as subtype-specific genomic alterations. Characterizing TNBC at a molecular and transcriptomic level might guide immune-based therapy in this subgroup of patients.
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spelling pubmed-86995702021-12-24 Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior Rodríguez-Bautista, Rubén Caro-Sánchez, Claudia H. Cabrera-Galeana, Paula Alanis-Funes, Gerardo J. Gutierrez-Millán, Everardo Ávila-Ríos, Santiago Matías-Florentino, Margarita Reyes-Terán, Gustavo Díaz-Chávez, José Villarreal-Garza, Cynthia Hernández-Pedro, Norma Y. Ortega-Gómez, Alette Lara-Mejía, Luis Rangel-Escareño, Claudia Arrieta, Oscar Cancers (Basel) Article SIMPLE SUMMARY: Triple-negative breast cancer (TNBC) is an aggressive and highly heterogeneous breast cancer subtype, both molecular and transcriptomic. Gene expression patterns identified seven TNBC subtypes; basal-like 1 (BL1), basal-like 2 (BL2), immunomodulatory (IM), mesenchymal (M), mesenchymal stem-like (MSL), luminal androgen receptor (LAR), and unstable (UNS). Herein, we contrasted the IM subtype with non-IM TNBC, including clinical, histopathological, and molecular variables. Our results showed that the IM subtype featured an increased FOXP3+ TILs infiltration and a higher CTLA-4 and PD-L1 expression compared with non-IM tumors. Long intergenic non-coding RNAs associated with the immune response through transcriptomic and enrichment analyses characterized the IM-subtype enriched by the β-catenin signaling pathway. Additionally, DNA sequencing identified differences in mutation rates as well as some specific mutations. These results should motivate the design of future clinical trials in which the benefit of immune-based therapy in this subgroup of patients could be evaluated. ABSTRACT: Triple-negative breast cancer (TNBC) is an aggressive and heterogeneous disease. Seven subtypes have been described based on gene expression patterns. Herein, we characterized the tumor biology and clinical behavior of the immunomodulatory (IM) subtype. Methods: Formalin-fixed paraffin-embedded tumor samples from 68 high-risk (stage III-IV) TNBC patients were analyzed through microarrays, immunohistochemistry, and DNA sequencing. Results: The IM subtype was identified in 24% of TNBC tumor samples and characterized by a higher intratumoral (intT) and stromal (strml) infiltration of FOXP3+ TILs (Treg) compared with non-IM subtypes. Further, PD-L1+ (>1%) expression was significantly higher, as well as CTLA-4+ intT and strml expression in the IM subtype. Differential expression and gene set enrichment analysis identified biological processes associated with the immune system. Pathway analysis revealed enrichment of the β-catenin signaling pathway. The non-coding analysis led to seven Long Intergenic Non-Protein Coding RNAs (lincRNAs) (6 up-regulated and 1 down-regulated) that were associated with a favorable prognosis in the TNBC-IM subtype. The DNA sequencing highlighted two genes relevant to immune system responses: CTNNB1 (Catenin β-1) and IDH1. Conclusion: the IM subtype showed a distinct immune microenvironment, as well as subtype-specific genomic alterations. Characterizing TNBC at a molecular and transcriptomic level might guide immune-based therapy in this subgroup of patients. MDPI 2021-12-13 /pmc/articles/PMC8699570/ /pubmed/34944876 http://dx.doi.org/10.3390/cancers13246256 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rodríguez-Bautista, Rubén
Caro-Sánchez, Claudia H.
Cabrera-Galeana, Paula
Alanis-Funes, Gerardo J.
Gutierrez-Millán, Everardo
Ávila-Ríos, Santiago
Matías-Florentino, Margarita
Reyes-Terán, Gustavo
Díaz-Chávez, José
Villarreal-Garza, Cynthia
Hernández-Pedro, Norma Y.
Ortega-Gómez, Alette
Lara-Mejía, Luis
Rangel-Escareño, Claudia
Arrieta, Oscar
Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior
title Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior
title_full Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior
title_fullStr Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior
title_full_unstemmed Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior
title_short Immune Milieu and Genomic Alterations Set the Triple-Negative Breast Cancer Immunomodulatory Subtype Tumor Behavior
title_sort immune milieu and genomic alterations set the triple-negative breast cancer immunomodulatory subtype tumor behavior
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8699570/
https://www.ncbi.nlm.nih.gov/pubmed/34944876
http://dx.doi.org/10.3390/cancers13246256
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