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Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors

Recently proposed tumor fitness measures, based on profiling neoepitopes for reactive viral epitope similarity, have been proposed to predict response to immune checkpoint inhibitors in melanoma and small-cell lung cancer. Here we applied these checkpoint based fitness measures to the matched checkp...

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Autores principales: Bubie, Adrian, Gonzalez-Kozlova, Edgar, Akers, Nicholas, Villanueva, Augusto, Losic, Bojan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081289/
https://www.ncbi.nlm.nih.gov/pubmed/32193450
http://dx.doi.org/10.1038/s41598-020-61992-2
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author Bubie, Adrian
Gonzalez-Kozlova, Edgar
Akers, Nicholas
Villanueva, Augusto
Losic, Bojan
author_facet Bubie, Adrian
Gonzalez-Kozlova, Edgar
Akers, Nicholas
Villanueva, Augusto
Losic, Bojan
author_sort Bubie, Adrian
collection PubMed
description Recently proposed tumor fitness measures, based on profiling neoepitopes for reactive viral epitope similarity, have been proposed to predict response to immune checkpoint inhibitors in melanoma and small-cell lung cancer. Here we applied these checkpoint based fitness measures to the matched checkpoint treatment naive Cancer Genome Atlas (TCGA) samples where cytolytic activity (CYT) imparts a known survival benefit. We observed no significant survival predictive power beyond that of overall patient tumor mutation burden, and furthermore, found no association between checkpoint based fitness and tumor T-cell infiltration, cytolytic activity, and abundance (tumor infiltrating lymphocyte, TIL, burden). In addition, we investigated the key assumption of viral epitope similarity driving immune response in the hepatitis B virally infected liver cancer TCGA cohort, and uncovered suggestive evidence that tumor neoepitopes actually dominate viral epitopes in putative immunogenicity and plausibly drive immune response and recruitment.
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spelling pubmed-70812892020-03-23 Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors Bubie, Adrian Gonzalez-Kozlova, Edgar Akers, Nicholas Villanueva, Augusto Losic, Bojan Sci Rep Article Recently proposed tumor fitness measures, based on profiling neoepitopes for reactive viral epitope similarity, have been proposed to predict response to immune checkpoint inhibitors in melanoma and small-cell lung cancer. Here we applied these checkpoint based fitness measures to the matched checkpoint treatment naive Cancer Genome Atlas (TCGA) samples where cytolytic activity (CYT) imparts a known survival benefit. We observed no significant survival predictive power beyond that of overall patient tumor mutation burden, and furthermore, found no association between checkpoint based fitness and tumor T-cell infiltration, cytolytic activity, and abundance (tumor infiltrating lymphocyte, TIL, burden). In addition, we investigated the key assumption of viral epitope similarity driving immune response in the hepatitis B virally infected liver cancer TCGA cohort, and uncovered suggestive evidence that tumor neoepitopes actually dominate viral epitopes in putative immunogenicity and plausibly drive immune response and recruitment. Nature Publishing Group UK 2020-03-19 /pmc/articles/PMC7081289/ /pubmed/32193450 http://dx.doi.org/10.1038/s41598-020-61992-2 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Bubie, Adrian
Gonzalez-Kozlova, Edgar
Akers, Nicholas
Villanueva, Augusto
Losic, Bojan
Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
title Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
title_full Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
title_fullStr Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
title_full_unstemmed Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
title_short Tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
title_sort tumor fitness, immune exhaustion and clinical outcomes: impact of immune checkpoint inhibitors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7081289/
https://www.ncbi.nlm.nih.gov/pubmed/32193450
http://dx.doi.org/10.1038/s41598-020-61992-2
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