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Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer
BACKGROUND: Data supporting high tumor mutational burden (TMB-H) as a lone biomarker for an immune-responsive tumor microenvironment (TME) in metastatic breast cancer (MBC) are weak, yet tumor agnostic approval in TMB-H advanced tumors provides immune checkpoint inhibition (ICI) as a clinical option...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457522/ https://www.ncbi.nlm.nih.gov/pubmed/37637072 http://dx.doi.org/10.3389/fonc.2023.1235902 |
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author | Sammons, Sarah Elliott, Andrew Barroso-Sousa, Romualdo Chumsri, Saranya Tan, Antoinette R. Sledge, George W. Tolaney, Sara M. Torres, Evanthia T. Roussos |
author_facet | Sammons, Sarah Elliott, Andrew Barroso-Sousa, Romualdo Chumsri, Saranya Tan, Antoinette R. Sledge, George W. Tolaney, Sara M. Torres, Evanthia T. Roussos |
author_sort | Sammons, Sarah |
collection | PubMed |
description | BACKGROUND: Data supporting high tumor mutational burden (TMB-H) as a lone biomarker for an immune-responsive tumor microenvironment (TME) in metastatic breast cancer (MBC) are weak, yet tumor agnostic approval in TMB-H advanced tumors provides immune checkpoint inhibition (ICI) as a clinical option. We evaluated concurrent predictors of immune-responsive and non-responsive TME within MBC. METHODS: Tumor samples from patients with MBC (N=5621) were analyzed by next-generation sequencing of DNA (592-gene panel or whole exome) and RNA (whole transcriptome) at Caris Life Sciences (Phoenix, AZ). TMB-H threshold was set to ≥ 10 muts/Mb. PDL-1 was evaluated using SP142 antibody. Gene expression profiling and RNA deconvolution were used to estimate immune and stromal cell population abundance in the TME, and transcriptomic signature of immunotherapy response (T cell-inflamed score). RESULTS: 461 (8.2%) TMB-H MBC samples were identified. Consistent with prior studies, TMB-H tumors exhibited significant dMMR/MSI-H enrichment (7 vs. 0%, p<0.0001) and PD-L1+ expression (36 vs. 28%, p<0.05) compared to TMB-L. Across all samples, T cell-inflamed scores were weakly correlated with TMB. TMB-H was not associated with significantly increased immune responsive cell types (CD8+ T-cells, NK cells, or B cells) or immune response gene signatures (e.g. antigen presentation), yet positive trends were observed, while immunosuppressive fibroblasts were significantly decreased in TMB-H tumors (0.84-fold change compared to TMB-L, P<0.05). HR+/HER2- breast cancer was the only subtype in which TMB-H tumors exhibited increased T cell-inflamed scores vs. TMB-L. Concurrent PD-L1+ or dMMR/MSI-H with TMB-H was associated with high T cell-inflamed scores in both HR+/HER2- and TNBC. Among several associated biomarkers, B2M mutations and CD274 amplifications were positively associated with T-cell inflamed scores in TMB-H tumors; CDH1 and ERBB2 mutations were negatively associated. CONCLUSION: High TMB alone does not strongly correlate with immune infiltrate or immune-related gene signatures in MBC. TMB-H predicts T-cell inflamed signature compared to TMB-L in HR+/HER2- tumors only. Along with MSI-H and PD-L1+, several biomarkers, including B2M mutation and CD274 amplification, may help predict ICI benefit amongst TMB-H tumors. Co-occurring biomarkers within TMB-H breast cancer warrant evaluation in larger cohorts for response or resistance to ICI to develop composite predictive biomarkers in MBC. |
format | Online Article Text |
id | pubmed-10457522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104575222023-08-27 Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer Sammons, Sarah Elliott, Andrew Barroso-Sousa, Romualdo Chumsri, Saranya Tan, Antoinette R. Sledge, George W. Tolaney, Sara M. Torres, Evanthia T. Roussos Front Oncol Oncology BACKGROUND: Data supporting high tumor mutational burden (TMB-H) as a lone biomarker for an immune-responsive tumor microenvironment (TME) in metastatic breast cancer (MBC) are weak, yet tumor agnostic approval in TMB-H advanced tumors provides immune checkpoint inhibition (ICI) as a clinical option. We evaluated concurrent predictors of immune-responsive and non-responsive TME within MBC. METHODS: Tumor samples from patients with MBC (N=5621) were analyzed by next-generation sequencing of DNA (592-gene panel or whole exome) and RNA (whole transcriptome) at Caris Life Sciences (Phoenix, AZ). TMB-H threshold was set to ≥ 10 muts/Mb. PDL-1 was evaluated using SP142 antibody. Gene expression profiling and RNA deconvolution were used to estimate immune and stromal cell population abundance in the TME, and transcriptomic signature of immunotherapy response (T cell-inflamed score). RESULTS: 461 (8.2%) TMB-H MBC samples were identified. Consistent with prior studies, TMB-H tumors exhibited significant dMMR/MSI-H enrichment (7 vs. 0%, p<0.0001) and PD-L1+ expression (36 vs. 28%, p<0.05) compared to TMB-L. Across all samples, T cell-inflamed scores were weakly correlated with TMB. TMB-H was not associated with significantly increased immune responsive cell types (CD8+ T-cells, NK cells, or B cells) or immune response gene signatures (e.g. antigen presentation), yet positive trends were observed, while immunosuppressive fibroblasts were significantly decreased in TMB-H tumors (0.84-fold change compared to TMB-L, P<0.05). HR+/HER2- breast cancer was the only subtype in which TMB-H tumors exhibited increased T cell-inflamed scores vs. TMB-L. Concurrent PD-L1+ or dMMR/MSI-H with TMB-H was associated with high T cell-inflamed scores in both HR+/HER2- and TNBC. Among several associated biomarkers, B2M mutations and CD274 amplifications were positively associated with T-cell inflamed scores in TMB-H tumors; CDH1 and ERBB2 mutations were negatively associated. CONCLUSION: High TMB alone does not strongly correlate with immune infiltrate or immune-related gene signatures in MBC. TMB-H predicts T-cell inflamed signature compared to TMB-L in HR+/HER2- tumors only. Along with MSI-H and PD-L1+, several biomarkers, including B2M mutation and CD274 amplification, may help predict ICI benefit amongst TMB-H tumors. Co-occurring biomarkers within TMB-H breast cancer warrant evaluation in larger cohorts for response or resistance to ICI to develop composite predictive biomarkers in MBC. Frontiers Media S.A. 2023-08-11 /pmc/articles/PMC10457522/ /pubmed/37637072 http://dx.doi.org/10.3389/fonc.2023.1235902 Text en Copyright © 2023 Sammons, Elliott, Barroso-Sousa, Chumsri, Tan, Sledge, Tolaney and Torres https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Sammons, Sarah Elliott, Andrew Barroso-Sousa, Romualdo Chumsri, Saranya Tan, Antoinette R. Sledge, George W. Tolaney, Sara M. Torres, Evanthia T. Roussos Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
title | Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
title_full | Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
title_fullStr | Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
title_full_unstemmed | Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
title_short | Concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
title_sort | concurrent predictors of an immune responsive tumor microenvironment within tumor mutational burden-high breast cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10457522/ https://www.ncbi.nlm.nih.gov/pubmed/37637072 http://dx.doi.org/10.3389/fonc.2023.1235902 |
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