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Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma
Acral melanoma (AM) has distinct characteristics as compared with cutaneous melanoma and exhibits poor response to immune checkpoint inhibitors (ICIs). Tumor-intrinsic mechanisms of immune exclusion have been identified in many cancers but less studied in AM. We characterized clinically annotated tu...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603348/ https://www.ncbi.nlm.nih.gov/pubmed/37857525 http://dx.doi.org/10.1136/jitc-2023-007567 |
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author | Augustin, Ryan C Newman, Sarah Li, Aofei Joy, Marion Lyons, Maureen Pham, Mary P Lucas, Peter Smith, Katelyn Sander, Cindy Isett, Brian Davar, Diwakar Najjar, Yana G Zarour, Hassane M Kirkwood, John M Luke, Jason John Bao, Riyue |
author_facet | Augustin, Ryan C Newman, Sarah Li, Aofei Joy, Marion Lyons, Maureen Pham, Mary P Lucas, Peter Smith, Katelyn Sander, Cindy Isett, Brian Davar, Diwakar Najjar, Yana G Zarour, Hassane M Kirkwood, John M Luke, Jason John Bao, Riyue |
author_sort | Augustin, Ryan C |
collection | PubMed |
description | Acral melanoma (AM) has distinct characteristics as compared with cutaneous melanoma and exhibits poor response to immune checkpoint inhibitors (ICIs). Tumor-intrinsic mechanisms of immune exclusion have been identified in many cancers but less studied in AM. We characterized clinically annotated tumors from patients diagnosed with AM at our institution in correlation with ICI response using whole transcriptome RNAseq, whole exome sequencing, CD8 immunohistochemistry, and multispectral immunofluorescence imaging. A defined interferon-γ-associated T cell-inflamed gene signature was used to categorize tumors into non-T cell-inflamed and T cell-inflamed phenotypes. In combination with AM tumors from two published studies, we systematically assessed the immune landscape of AM and detected differential gene expression and pathway activation in a non-T cell-inflamed tumor microenvironment (TME). Two single-cell(sc) RNAseq AM cohorts and 11 bulk RNAseq cohorts of various tumor types were used for independent validation on pathways associated with lack of ICI response. In total, 892 specimens were included in this study. 72.5% of AM tumors showed low expression of the T cell-inflamed gene signature, with 23.9% of total tumors categorized as the non-T cell-inflamed phenotype. Patients of low CD3(+)CD8(+)PD1(+) intratumoral T cell density showed poor prognosis. We identified 11 oncogenic pathways significantly upregulated in non-T cell-inflamed relative to T cell-inflamed TME shared across all three acral cohorts (MYC, HGF, MITF, VEGF, EGFR, SP1, ERBB2, TFEB, SREBF1, SOX2, and CCND1). scRNAseq analysis revealed that tumor cell-expressing pathway scores were significantly higher in low versus high T cell-infiltrated AM tumors. We further demonstrated that the 11 pathways were enriched in ICI non-responders compared with responders across cancers, including AM, cutaneous melanoma, triple-negative breast cancer, and non-small cell lung cancer. Pathway activation was associated with low expression of interferon stimulated genes, suggesting suppression of antigen presentation. Across the 11 pathways, fatty acid synthase and CXCL8 were unifying downstream target molecules suggesting potential nodes for therapeutic intervention. A unique set of pathways is associated with immune exclusion and ICI resistance in AM. These data may inform immunotherapy combinations for immediate clinical translation. |
format | Online Article Text |
id | pubmed-10603348 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-106033482023-10-28 Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma Augustin, Ryan C Newman, Sarah Li, Aofei Joy, Marion Lyons, Maureen Pham, Mary P Lucas, Peter Smith, Katelyn Sander, Cindy Isett, Brian Davar, Diwakar Najjar, Yana G Zarour, Hassane M Kirkwood, John M Luke, Jason John Bao, Riyue J Immunother Cancer Immunotherapy Biomarkers Acral melanoma (AM) has distinct characteristics as compared with cutaneous melanoma and exhibits poor response to immune checkpoint inhibitors (ICIs). Tumor-intrinsic mechanisms of immune exclusion have been identified in many cancers but less studied in AM. We characterized clinically annotated tumors from patients diagnosed with AM at our institution in correlation with ICI response using whole transcriptome RNAseq, whole exome sequencing, CD8 immunohistochemistry, and multispectral immunofluorescence imaging. A defined interferon-γ-associated T cell-inflamed gene signature was used to categorize tumors into non-T cell-inflamed and T cell-inflamed phenotypes. In combination with AM tumors from two published studies, we systematically assessed the immune landscape of AM and detected differential gene expression and pathway activation in a non-T cell-inflamed tumor microenvironment (TME). Two single-cell(sc) RNAseq AM cohorts and 11 bulk RNAseq cohorts of various tumor types were used for independent validation on pathways associated with lack of ICI response. In total, 892 specimens were included in this study. 72.5% of AM tumors showed low expression of the T cell-inflamed gene signature, with 23.9% of total tumors categorized as the non-T cell-inflamed phenotype. Patients of low CD3(+)CD8(+)PD1(+) intratumoral T cell density showed poor prognosis. We identified 11 oncogenic pathways significantly upregulated in non-T cell-inflamed relative to T cell-inflamed TME shared across all three acral cohorts (MYC, HGF, MITF, VEGF, EGFR, SP1, ERBB2, TFEB, SREBF1, SOX2, and CCND1). scRNAseq analysis revealed that tumor cell-expressing pathway scores were significantly higher in low versus high T cell-infiltrated AM tumors. We further demonstrated that the 11 pathways were enriched in ICI non-responders compared with responders across cancers, including AM, cutaneous melanoma, triple-negative breast cancer, and non-small cell lung cancer. Pathway activation was associated with low expression of interferon stimulated genes, suggesting suppression of antigen presentation. Across the 11 pathways, fatty acid synthase and CXCL8 were unifying downstream target molecules suggesting potential nodes for therapeutic intervention. A unique set of pathways is associated with immune exclusion and ICI resistance in AM. These data may inform immunotherapy combinations for immediate clinical translation. BMJ Publishing Group 2023-10-19 /pmc/articles/PMC10603348/ /pubmed/37857525 http://dx.doi.org/10.1136/jitc-2023-007567 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Immunotherapy Biomarkers Augustin, Ryan C Newman, Sarah Li, Aofei Joy, Marion Lyons, Maureen Pham, Mary P Lucas, Peter Smith, Katelyn Sander, Cindy Isett, Brian Davar, Diwakar Najjar, Yana G Zarour, Hassane M Kirkwood, John M Luke, Jason John Bao, Riyue Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
title | Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
title_full | Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
title_fullStr | Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
title_full_unstemmed | Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
title_short | Identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
title_sort | identification of tumor-intrinsic drivers of immune exclusion in acral melanoma |
topic | Immunotherapy Biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10603348/ https://www.ncbi.nlm.nih.gov/pubmed/37857525 http://dx.doi.org/10.1136/jitc-2023-007567 |
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