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Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes
SIMPLE SUMMARY: In this study we evaluated the prognostic capability of the 3-gene score in the molecular subtypes of triple negative breast cancer and found that the score was able to predict the risk of distant recurrence in the immunomodulatory and mesenchymal stem-like subtypes. Additionally, a...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9454544/ https://www.ncbi.nlm.nih.gov/pubmed/36077821 http://dx.doi.org/10.3390/cancers14174286 |
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author | Araujo, Jhajaira M. De la Cruz-Ku, Gabriel Cornejo, Melanie Doimi, Franco Dyer, Richard Gomez, Henry L. Pinto, Joseph A. |
author_facet | Araujo, Jhajaira M. De la Cruz-Ku, Gabriel Cornejo, Melanie Doimi, Franco Dyer, Richard Gomez, Henry L. Pinto, Joseph A. |
author_sort | Araujo, Jhajaira M. |
collection | PubMed |
description | SIMPLE SUMMARY: In this study we evaluated the prognostic capability of the 3-gene score in the molecular subtypes of triple negative breast cancer and found that the score was able to predict the risk of distant recurrence in the immunomodulatory and mesenchymal stem-like subtypes. Additionally, a low 3-gene score was related to a high level of tumor-infiltrating lymphocytes. Our findings suggest that the prognostic capability of the 3-gene score is associated to tumor-infiltrating components. ABSTRACT: Background: Triple-negative breast cancer (TNBC) is a complex and molecularly heterogeneous entity, with the poorest outcome compared with other breast cancer subtypes. Previously, we developed a TNBC 3-gene score with a significant prognostic capability. This study aims to test the 3-gene score in the different TNBC subtypes. Methods: Data from 204 TNBC patients treated with neoadjuvant chemotherapy were retrieved from public datasets and pooled (GSE25066, GSE58812, and GSE16446). After removing batch effects, cases were classified into Lehman’s TNBC subtypes and then the TNBC 3-gene score was used to evaluate the risk of distant recurrence in each subgroup. In addition, the association with tumor-infiltrating lymphocyte (TILs) levels was evaluated in a retrospective group of 72 TNBC cases. Results: The TNBC 3-gene score was able to discriminate patients with different risks within the pooled cohort (HR = 2.41 for high vs. low risk; 95%CI: 1.50–3.86). The score showed predictive capability in the immunomodulatory subtype (HR = 4.16; 95%CI: 1.63–10.60) and in the mesenchymal stem-like subtype (HR = 18.76; 95%CI: 1.68–208.97). In the basal-like 1, basal-like-2, and mesenchymal subtypes, the observed differential risk patterns showed no statistical significance. The score had poor predictive capability in the luminal androgen receptor subtype (p = 0.765). In addition, a low TNBC 3-gene score was related to a high level of TIL infiltration (p < 0.001). Conclusions: The TNBC 3-gene score is able to predict the risk of distant recurrence in TNBC patients, specifically in the immunomodulatory and mesenchymal stem-like subtype. Despite a small sample size in each subgroup, an improved prognostic capability was seen in TNBC subtypes with tumor-infiltrating components. |
format | Online Article Text |
id | pubmed-9454544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94545442022-09-09 Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes Araujo, Jhajaira M. De la Cruz-Ku, Gabriel Cornejo, Melanie Doimi, Franco Dyer, Richard Gomez, Henry L. Pinto, Joseph A. Cancers (Basel) Article SIMPLE SUMMARY: In this study we evaluated the prognostic capability of the 3-gene score in the molecular subtypes of triple negative breast cancer and found that the score was able to predict the risk of distant recurrence in the immunomodulatory and mesenchymal stem-like subtypes. Additionally, a low 3-gene score was related to a high level of tumor-infiltrating lymphocytes. Our findings suggest that the prognostic capability of the 3-gene score is associated to tumor-infiltrating components. ABSTRACT: Background: Triple-negative breast cancer (TNBC) is a complex and molecularly heterogeneous entity, with the poorest outcome compared with other breast cancer subtypes. Previously, we developed a TNBC 3-gene score with a significant prognostic capability. This study aims to test the 3-gene score in the different TNBC subtypes. Methods: Data from 204 TNBC patients treated with neoadjuvant chemotherapy were retrieved from public datasets and pooled (GSE25066, GSE58812, and GSE16446). After removing batch effects, cases were classified into Lehman’s TNBC subtypes and then the TNBC 3-gene score was used to evaluate the risk of distant recurrence in each subgroup. In addition, the association with tumor-infiltrating lymphocyte (TILs) levels was evaluated in a retrospective group of 72 TNBC cases. Results: The TNBC 3-gene score was able to discriminate patients with different risks within the pooled cohort (HR = 2.41 for high vs. low risk; 95%CI: 1.50–3.86). The score showed predictive capability in the immunomodulatory subtype (HR = 4.16; 95%CI: 1.63–10.60) and in the mesenchymal stem-like subtype (HR = 18.76; 95%CI: 1.68–208.97). In the basal-like 1, basal-like-2, and mesenchymal subtypes, the observed differential risk patterns showed no statistical significance. The score had poor predictive capability in the luminal androgen receptor subtype (p = 0.765). In addition, a low TNBC 3-gene score was related to a high level of TIL infiltration (p < 0.001). Conclusions: The TNBC 3-gene score is able to predict the risk of distant recurrence in TNBC patients, specifically in the immunomodulatory and mesenchymal stem-like subtype. Despite a small sample size in each subgroup, an improved prognostic capability was seen in TNBC subtypes with tumor-infiltrating components. MDPI 2022-09-01 /pmc/articles/PMC9454544/ /pubmed/36077821 http://dx.doi.org/10.3390/cancers14174286 Text en © 2022 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 Araujo, Jhajaira M. De la Cruz-Ku, Gabriel Cornejo, Melanie Doimi, Franco Dyer, Richard Gomez, Henry L. Pinto, Joseph A. Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes |
title | Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes |
title_full | Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes |
title_fullStr | Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes |
title_full_unstemmed | Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes |
title_short | Prognostic Capability of TNBC 3-Gene Score among Triple-Negative Breast Cancer Subtypes |
title_sort | prognostic capability of tnbc 3-gene score among triple-negative breast cancer subtypes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9454544/ https://www.ncbi.nlm.nih.gov/pubmed/36077821 http://dx.doi.org/10.3390/cancers14174286 |
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