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Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy
Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spa...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540659/ https://www.ncbi.nlm.nih.gov/pubmed/37781235 http://dx.doi.org/10.1080/2162402X.2023.2260618 |
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author | Martinez-Morilla, Sandra Moutafi, Myrto Fernandez, Aileen I. Jessel, Shlomit Divakar, Prajan Wong, Pok Fai Garcia-Milian, Rolando Schalper, Kurt A. Kluger, Harriet M. Rimm, David L. |
author_facet | Martinez-Morilla, Sandra Moutafi, Myrto Fernandez, Aileen I. Jessel, Shlomit Divakar, Prajan Wong, Pok Fai Garcia-Milian, Rolando Schalper, Kurt A. Kluger, Harriet M. Rimm, David L. |
author_sort | Martinez-Morilla, Sandra |
collection | PubMed |
description | Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spatial profiling (DSP) using the NanoString GeoMx® on 53 pre-treatment specimens from ICI-treated metastatic melanoma cases. We interrogated 77 targets simultaneously in four molecular compartments defined by S100B for tumor, CD68 for macrophages, CD45 for leukocytes, and nonimmune stromal cells defined as regions negative for all three compartment markers but positive for SYTO 13. For DSP validation, we confirmed the results obtained for some immune markers, such as CD8, CD4, CD20, CD68, CD45, and PD-L1, by quantitative immunofluorescence (QIF). In the univariable analysis, 38 variables were associated with outcome, 14 of which remained significant after multivariable adjustment. Among them, CD95 was further validated using multiplex immunofluorescence in the Discovery immunotherapy (ITX) Cohort and an independent validation cohort with similar characteristics, showing an association between high levels of CD95 and shorter progression-free survival. We found that CD95 in stroma was associated with resistance to ICI. With further validation, this biomarker could have value to select patients that will not benefit from immunotherapy. |
format | Online Article Text |
id | pubmed-10540659 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-105406592023-09-30 Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy Martinez-Morilla, Sandra Moutafi, Myrto Fernandez, Aileen I. Jessel, Shlomit Divakar, Prajan Wong, Pok Fai Garcia-Milian, Rolando Schalper, Kurt A. Kluger, Harriet M. Rimm, David L. Oncoimmunology Original Research Although immune checkpoint inhibitor (ICI) therapy has dramatically improved outcome for metastatic melanoma patients, many patients do not benefit. Since adverse events may be severe, biomarkers for resistance would be valuable, especially in the adjuvant setting. We performed high-plex digital spatial profiling (DSP) using the NanoString GeoMx® on 53 pre-treatment specimens from ICI-treated metastatic melanoma cases. We interrogated 77 targets simultaneously in four molecular compartments defined by S100B for tumor, CD68 for macrophages, CD45 for leukocytes, and nonimmune stromal cells defined as regions negative for all three compartment markers but positive for SYTO 13. For DSP validation, we confirmed the results obtained for some immune markers, such as CD8, CD4, CD20, CD68, CD45, and PD-L1, by quantitative immunofluorescence (QIF). In the univariable analysis, 38 variables were associated with outcome, 14 of which remained significant after multivariable adjustment. Among them, CD95 was further validated using multiplex immunofluorescence in the Discovery immunotherapy (ITX) Cohort and an independent validation cohort with similar characteristics, showing an association between high levels of CD95 and shorter progression-free survival. We found that CD95 in stroma was associated with resistance to ICI. With further validation, this biomarker could have value to select patients that will not benefit from immunotherapy. Taylor & Francis 2023-09-27 /pmc/articles/PMC10540659/ /pubmed/37781235 http://dx.doi.org/10.1080/2162402X.2023.2260618 Text en © 2023 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent. |
spellingShingle | Original Research Martinez-Morilla, Sandra Moutafi, Myrto Fernandez, Aileen I. Jessel, Shlomit Divakar, Prajan Wong, Pok Fai Garcia-Milian, Rolando Schalper, Kurt A. Kluger, Harriet M. Rimm, David L. Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy |
title | Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy |
title_full | Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy |
title_fullStr | Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy |
title_full_unstemmed | Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy |
title_short | Digital spatial profiling of melanoma shows CD95 expression in immune cells is associated with resistance to immunotherapy |
title_sort | digital spatial profiling of melanoma shows cd95 expression in immune cells is associated with resistance to immunotherapy |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10540659/ https://www.ncbi.nlm.nih.gov/pubmed/37781235 http://dx.doi.org/10.1080/2162402X.2023.2260618 |
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