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A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade
Immune checkpoint blockade (ICB), therapies that target the PD-1 pathway, CTLA-4 pathway, and other checkpoint pathways, lead to durable responses in many cancer types. Since only a minority of patients respond to ICB, it may be useful to identify the future responders early in the course of treatme...
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/PMC8928072/ https://www.ncbi.nlm.nih.gov/pubmed/35309122 http://dx.doi.org/10.3389/fgene.2022.706468 |
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author | Panda, Anshuman Betigeri, Anil Ganesan, Shridar |
author_facet | Panda, Anshuman Betigeri, Anil Ganesan, Shridar |
author_sort | Panda, Anshuman |
collection | PubMed |
description | Immune checkpoint blockade (ICB), therapies that target the PD-1 pathway, CTLA-4 pathway, and other checkpoint pathways, lead to durable responses in many cancer types. Since only a minority of patients respond to ICB, it may be useful to identify the future responders early in the course of treatment. In this study we evaluated a small (15 genes) biologically motivated panel, consisting of genes involved in immune activation and checkpoint pathways, for early identification of future responders to ICB. The panel passed consistency check, pathological and in-silico validations, and was an excellent predictor (area under ROC curve >0.95) of eventual response to ICB, both CTLA-4 and PD-1 blockade, when applied to metastatic melanoma patients undergoing ICB (i.e., “on-treatment”) in a publicly available dataset. These results suggest that this small biologically motivated panel may be useful for early identification of future responders to ICB. |
format | Online Article Text |
id | pubmed-8928072 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89280722022-03-18 A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade Panda, Anshuman Betigeri, Anil Ganesan, Shridar Front Genet Genetics Immune checkpoint blockade (ICB), therapies that target the PD-1 pathway, CTLA-4 pathway, and other checkpoint pathways, lead to durable responses in many cancer types. Since only a minority of patients respond to ICB, it may be useful to identify the future responders early in the course of treatment. In this study we evaluated a small (15 genes) biologically motivated panel, consisting of genes involved in immune activation and checkpoint pathways, for early identification of future responders to ICB. The panel passed consistency check, pathological and in-silico validations, and was an excellent predictor (area under ROC curve >0.95) of eventual response to ICB, both CTLA-4 and PD-1 blockade, when applied to metastatic melanoma patients undergoing ICB (i.e., “on-treatment”) in a publicly available dataset. These results suggest that this small biologically motivated panel may be useful for early identification of future responders to ICB. Frontiers Media S.A. 2022-03-03 /pmc/articles/PMC8928072/ /pubmed/35309122 http://dx.doi.org/10.3389/fgene.2022.706468 Text en Copyright © 2022 Panda, Betigeri and Ganesan. 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 | Genetics Panda, Anshuman Betigeri, Anil Ganesan, Shridar A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade |
title | A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade |
title_full | A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade |
title_fullStr | A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade |
title_full_unstemmed | A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade |
title_short | A Gene Panel for Early Identification of Future Responders to Immune Checkpoint Blockade |
title_sort | gene panel for early identification of future responders to immune checkpoint blockade |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8928072/ https://www.ncbi.nlm.nih.gov/pubmed/35309122 http://dx.doi.org/10.3389/fgene.2022.706468 |
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