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Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden
Skin melanoma cells are tightly interconnected with their tumor microenvironment (TME), which influences their initiation, progression, and sensitivity/resistance to therapeutic interventions. An immune-active TME favors patient response to immune checkpoint inhibition (ICI), but not all patients re...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9650672/ https://www.ncbi.nlm.nih.gov/pubmed/36389735 http://dx.doi.org/10.3389/fimmu.2022.1006665 |
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author | Georgoulias, George Zaravinos, Apostolos |
author_facet | Georgoulias, George Zaravinos, Apostolos |
author_sort | Georgoulias, George |
collection | PubMed |
description | Skin melanoma cells are tightly interconnected with their tumor microenvironment (TME), which influences their initiation, progression, and sensitivity/resistance to therapeutic interventions. An immune-active TME favors patient response to immune checkpoint inhibition (ICI), but not all patients respond to therapy. Here, we assessed differential gene expression in primary and metastatic tumors from the TCGA-SKCM dataset, compared to normal skin samples from the GTEx project and validated key findings across 4 independent GEO datasets, as well as using immunohistochemistry in independent patient cohorts. We focused our attention on examining the expression of various immune receptors, immune-cell fractions, immune-related signatures and mutational signatures across cutaneous melanomas with diverse tumor mutation burdens (TMB). Globally, the expression of most immunoreceptors correlated with patient survival, but did not differ between TMB(high) and TMB(low) tumors. Melanomas were enriched in “naive T-cell”, “effector memory T-cell”, “exhausted T-cell”, “resting Treg T-cell” and “Th1-like” signatures, irrespective of their BRAF, NF1 or RAS mutational status. Somatic mutations in IDO1 and HLA-DRA were frequent and could be involved in hindering patient response to ICI therapies. We finally analyzed transcriptome profiles of ICI-treated patients and associated their response with high levels of IFNγ, Merck18, CD274, CD8, and low levels of myeloid-derived suppressor cells (MDSCs), cancer-associated fibroblasts (CAFs) and M2 macrophages, irrespective of their TMB status. Overall, our findings highlight the importance of pre-existing T-cell immunity in ICI therapeutic outcomes in skin melanoma and suggest that TMB(low) patients could also benefit from such therapies. |
format | Online Article Text |
id | pubmed-9650672 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96506722022-11-15 Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden Georgoulias, George Zaravinos, Apostolos Front Immunol Immunology Skin melanoma cells are tightly interconnected with their tumor microenvironment (TME), which influences their initiation, progression, and sensitivity/resistance to therapeutic interventions. An immune-active TME favors patient response to immune checkpoint inhibition (ICI), but not all patients respond to therapy. Here, we assessed differential gene expression in primary and metastatic tumors from the TCGA-SKCM dataset, compared to normal skin samples from the GTEx project and validated key findings across 4 independent GEO datasets, as well as using immunohistochemistry in independent patient cohorts. We focused our attention on examining the expression of various immune receptors, immune-cell fractions, immune-related signatures and mutational signatures across cutaneous melanomas with diverse tumor mutation burdens (TMB). Globally, the expression of most immunoreceptors correlated with patient survival, but did not differ between TMB(high) and TMB(low) tumors. Melanomas were enriched in “naive T-cell”, “effector memory T-cell”, “exhausted T-cell”, “resting Treg T-cell” and “Th1-like” signatures, irrespective of their BRAF, NF1 or RAS mutational status. Somatic mutations in IDO1 and HLA-DRA were frequent and could be involved in hindering patient response to ICI therapies. We finally analyzed transcriptome profiles of ICI-treated patients and associated their response with high levels of IFNγ, Merck18, CD274, CD8, and low levels of myeloid-derived suppressor cells (MDSCs), cancer-associated fibroblasts (CAFs) and M2 macrophages, irrespective of their TMB status. Overall, our findings highlight the importance of pre-existing T-cell immunity in ICI therapeutic outcomes in skin melanoma and suggest that TMB(low) patients could also benefit from such therapies. Frontiers Media S.A. 2022-10-28 /pmc/articles/PMC9650672/ /pubmed/36389735 http://dx.doi.org/10.3389/fimmu.2022.1006665 Text en Copyright © 2022 Georgoulias and Zaravinos 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 | Immunology Georgoulias, George Zaravinos, Apostolos Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
title | Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
title_full | Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
title_fullStr | Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
title_full_unstemmed | Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
title_short | Genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
title_sort | genomic landscape of the immunogenicity regulation in skin melanomas with diverse tumor mutation burden |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9650672/ https://www.ncbi.nlm.nih.gov/pubmed/36389735 http://dx.doi.org/10.3389/fimmu.2022.1006665 |
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