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Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers
PURPOSE: Triple-negative breast cancer (TNBC) is a heterogeneous disease with a significant challenge to effectively manage in the clinic worldwide. Immunotherapy may be beneficial to TNBC patients if responders can be effectively identified. Here we sought to elucidate the immune landscape of TNBCs...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386467/ https://www.ncbi.nlm.nih.gov/pubmed/35964339 http://dx.doi.org/10.1016/j.tranon.2022.101511 |
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author | Korlimarla, Aruna PS, Hari Prabhu, Jyoti Ragulan, Chanthirika Patil, Yatish VP, Snijesh Desai, Krisha Mathews, Aju Appachu, Sandhya Diwakar, Ravi B. BS, Srinath Melcher, Alan Cheang, Maggie Sadanandam, Anguraj |
author_facet | Korlimarla, Aruna PS, Hari Prabhu, Jyoti Ragulan, Chanthirika Patil, Yatish VP, Snijesh Desai, Krisha Mathews, Aju Appachu, Sandhya Diwakar, Ravi B. BS, Srinath Melcher, Alan Cheang, Maggie Sadanandam, Anguraj |
author_sort | Korlimarla, Aruna |
collection | PubMed |
description | PURPOSE: Triple-negative breast cancer (TNBC) is a heterogeneous disease with a significant challenge to effectively manage in the clinic worldwide. Immunotherapy may be beneficial to TNBC patients if responders can be effectively identified. Here we sought to elucidate the immune landscape of TNBCs by stratifying patients into immune-specific subtypes (immunotypes) to decipher the molecular and cellular presentations and signaling events of this heterogeneous disease and associating them with their clinical outcomes and potential treatment options. EXPERIMENTAL DESIGN: We profiled 730 immune genes in 88 retrospective Indian TNBC samples using the NanoString platform, established immunotypes using non-negative matrix factorization-based machine learning approach, and validated them using Western TNBCs (n=422; public datasets). Immunotype-specific gene signatures were associated with clinicopathological features, immune cell types, biological pathways, acute/chronic inflammatory responses, and immunogenic cell death processes. Responses to different immunotherapies associated with TNBC immunotypes were assessed using cross-cancer comparison to melanoma (n=504). Tumor-infiltrating lymphocytes (TILs) and pan-macrophage spatial marker expression were evaluated. RESULTS: We identified three robust transcriptome-based immunotypes in both Indian and Western TNBCs in similar proportions. Immunotype-1 tumors, mainly representing well-known claudin-low and immunomodulatory subgroups, harbored dense TIL infiltrates and T-helper-1 (Th1) response profiles associated with smaller tumors, pre-menopausal status, and a better prognosis. They displayed a cascade of events, including acute inflammation, damage-associated molecular patterns, T-cell receptor-related and chemokine-specific signaling, antigen presentation, and viral-mimicry pathways. On the other hand, immunotype-2 was enriched for Th2/Th17 responses, CD4(+) regulatory cells, basal-like/mesenchymal immunotypes, and an intermediate prognosis. In contrast to the two T-cell enriched immunotypes, immunotype-3 patients expressed innate immune genes/proteins, including those representing myeloid infiltrations (validated by spatial immunohistochemistry), and had poor survival. Remarkably, a cross-cancer comparison analysis revealed the association of immunotype-1 with responses to anti-PD-L1 and MAGEA3 immunotherapies. CONCLUSION: Overall, the TNBC immunotypes identified in TNBCs reveal different prognoses, immune infiltrations, signaling, acute/chronic inflammation leading to immunogenic cell death of cancer cells, and potentially distinct responses to immunotherapies. The overlap in immune characteristics in Indian and Western TNBCs suggests similar efficiency of immunotherapy in both populations if strategies to select patients according to immunotypes can be further optimized and implemented. |
format | Online Article Text |
id | pubmed-9386467 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-93864672022-08-24 Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers Korlimarla, Aruna PS, Hari Prabhu, Jyoti Ragulan, Chanthirika Patil, Yatish VP, Snijesh Desai, Krisha Mathews, Aju Appachu, Sandhya Diwakar, Ravi B. BS, Srinath Melcher, Alan Cheang, Maggie Sadanandam, Anguraj Transl Oncol Original Research PURPOSE: Triple-negative breast cancer (TNBC) is a heterogeneous disease with a significant challenge to effectively manage in the clinic worldwide. Immunotherapy may be beneficial to TNBC patients if responders can be effectively identified. Here we sought to elucidate the immune landscape of TNBCs by stratifying patients into immune-specific subtypes (immunotypes) to decipher the molecular and cellular presentations and signaling events of this heterogeneous disease and associating them with their clinical outcomes and potential treatment options. EXPERIMENTAL DESIGN: We profiled 730 immune genes in 88 retrospective Indian TNBC samples using the NanoString platform, established immunotypes using non-negative matrix factorization-based machine learning approach, and validated them using Western TNBCs (n=422; public datasets). Immunotype-specific gene signatures were associated with clinicopathological features, immune cell types, biological pathways, acute/chronic inflammatory responses, and immunogenic cell death processes. Responses to different immunotherapies associated with TNBC immunotypes were assessed using cross-cancer comparison to melanoma (n=504). Tumor-infiltrating lymphocytes (TILs) and pan-macrophage spatial marker expression were evaluated. RESULTS: We identified three robust transcriptome-based immunotypes in both Indian and Western TNBCs in similar proportions. Immunotype-1 tumors, mainly representing well-known claudin-low and immunomodulatory subgroups, harbored dense TIL infiltrates and T-helper-1 (Th1) response profiles associated with smaller tumors, pre-menopausal status, and a better prognosis. They displayed a cascade of events, including acute inflammation, damage-associated molecular patterns, T-cell receptor-related and chemokine-specific signaling, antigen presentation, and viral-mimicry pathways. On the other hand, immunotype-2 was enriched for Th2/Th17 responses, CD4(+) regulatory cells, basal-like/mesenchymal immunotypes, and an intermediate prognosis. In contrast to the two T-cell enriched immunotypes, immunotype-3 patients expressed innate immune genes/proteins, including those representing myeloid infiltrations (validated by spatial immunohistochemistry), and had poor survival. Remarkably, a cross-cancer comparison analysis revealed the association of immunotype-1 with responses to anti-PD-L1 and MAGEA3 immunotherapies. CONCLUSION: Overall, the TNBC immunotypes identified in TNBCs reveal different prognoses, immune infiltrations, signaling, acute/chronic inflammation leading to immunogenic cell death of cancer cells, and potentially distinct responses to immunotherapies. The overlap in immune characteristics in Indian and Western TNBCs suggests similar efficiency of immunotherapy in both populations if strategies to select patients according to immunotypes can be further optimized and implemented. Neoplasia Press 2022-08-11 /pmc/articles/PMC9386467/ /pubmed/35964339 http://dx.doi.org/10.1016/j.tranon.2022.101511 Text en © 2022 Published by Elsevier Inc. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Original Research Korlimarla, Aruna PS, Hari Prabhu, Jyoti Ragulan, Chanthirika Patil, Yatish VP, Snijesh Desai, Krisha Mathews, Aju Appachu, Sandhya Diwakar, Ravi B. BS, Srinath Melcher, Alan Cheang, Maggie Sadanandam, Anguraj Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers |
title | Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers |
title_full | Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers |
title_fullStr | Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers |
title_full_unstemmed | Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers |
title_short | Comprehensive characterization of immune landscape of Indian and Western triple negative breast cancers |
title_sort | comprehensive characterization of immune landscape of indian and western triple negative breast cancers |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386467/ https://www.ncbi.nlm.nih.gov/pubmed/35964339 http://dx.doi.org/10.1016/j.tranon.2022.101511 |
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