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Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer
Although the value of tumor-infiltrating lymphocytes is well known, the clinical relevance of an increased immune response, specifically in breast cancer, has not been investigated across large cohorts of patients using computational algorithms. Our hypothesis stated that an enhanced immune response...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9363489/ https://www.ncbi.nlm.nih.gov/pubmed/35945417 http://dx.doi.org/10.1038/s41523-022-00466-2 |
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author | Oshi, Masanori Patel, Ankit Wu, Rongrong Le, Lan Tokumaru, Yoshihisa Yamada, Akimitsu Yan, Li Matsuyama, Ryusei Ishikawa, Takashi Endo, Itaru Takabe, Kazuaki |
author_facet | Oshi, Masanori Patel, Ankit Wu, Rongrong Le, Lan Tokumaru, Yoshihisa Yamada, Akimitsu Yan, Li Matsuyama, Ryusei Ishikawa, Takashi Endo, Itaru Takabe, Kazuaki |
author_sort | Oshi, Masanori |
collection | PubMed |
description | Although the value of tumor-infiltrating lymphocytes is well known, the clinical relevance of an increased immune response, specifically in breast cancer, has not been investigated across large cohorts of patients using computational algorithms. Our hypothesis stated that an enhanced immune response is associated with an improvement in outcomes. To quantify the immune response, we utilized the allograft rejection score correlated with cytolytic activity and with all the other Hallmark immune-related gene sets. The score reflected the amount of infiltrating immune cells that correlated with the immune checkpoint molecule expressions, including CD4(+) and CD8(+) T cells, T helper type 1 (Th1) and type 2 (Th2) cells, M1 macrophages, B cells, and plasmacytoid dendritic cells (pDC). A high score was associated with high levels of intratumor heterogeneity, homologous recombination defects, mutation rate, histological grade, advanced stage, and lymph node metastasis. Breast malignancy with a high score enriched immune-related gene sets and pro-cancer-related gene sets, including epithelial–mesenchymal transition and KRAS pathway, in ER-positive/HER2-negative and triple-negative breast cancer (TNBC) groups. TNBC had the highest score compared to other subtypes, and was associated with better survival. In conclusion, we found that breast cancer with a high immune response is associated with aggressive cancer biology, but with better survival in TNBC. |
format | Online Article Text |
id | pubmed-9363489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93634892022-08-11 Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer Oshi, Masanori Patel, Ankit Wu, Rongrong Le, Lan Tokumaru, Yoshihisa Yamada, Akimitsu Yan, Li Matsuyama, Ryusei Ishikawa, Takashi Endo, Itaru Takabe, Kazuaki NPJ Breast Cancer Article Although the value of tumor-infiltrating lymphocytes is well known, the clinical relevance of an increased immune response, specifically in breast cancer, has not been investigated across large cohorts of patients using computational algorithms. Our hypothesis stated that an enhanced immune response is associated with an improvement in outcomes. To quantify the immune response, we utilized the allograft rejection score correlated with cytolytic activity and with all the other Hallmark immune-related gene sets. The score reflected the amount of infiltrating immune cells that correlated with the immune checkpoint molecule expressions, including CD4(+) and CD8(+) T cells, T helper type 1 (Th1) and type 2 (Th2) cells, M1 macrophages, B cells, and plasmacytoid dendritic cells (pDC). A high score was associated with high levels of intratumor heterogeneity, homologous recombination defects, mutation rate, histological grade, advanced stage, and lymph node metastasis. Breast malignancy with a high score enriched immune-related gene sets and pro-cancer-related gene sets, including epithelial–mesenchymal transition and KRAS pathway, in ER-positive/HER2-negative and triple-negative breast cancer (TNBC) groups. TNBC had the highest score compared to other subtypes, and was associated with better survival. In conclusion, we found that breast cancer with a high immune response is associated with aggressive cancer biology, but with better survival in TNBC. Nature Publishing Group UK 2022-08-09 /pmc/articles/PMC9363489/ /pubmed/35945417 http://dx.doi.org/10.1038/s41523-022-00466-2 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Oshi, Masanori Patel, Ankit Wu, Rongrong Le, Lan Tokumaru, Yoshihisa Yamada, Akimitsu Yan, Li Matsuyama, Ryusei Ishikawa, Takashi Endo, Itaru Takabe, Kazuaki Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
title | Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
title_full | Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
title_fullStr | Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
title_full_unstemmed | Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
title_short | Enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
title_sort | enhanced immune response outperform aggressive cancer biology and is associated with better survival in triple-negative breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9363489/ https://www.ncbi.nlm.nih.gov/pubmed/35945417 http://dx.doi.org/10.1038/s41523-022-00466-2 |
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