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A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy
Immunotherapies have recently gained traction as highly effective therapies in a subset of late-stage cancers. Unfortunately, only a minority of patients experience the remarkable benefits of immunotherapies, whilst others fail to respond or even come to harm through immune-related adverse events. F...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971493/ https://www.ncbi.nlm.nih.gov/pubmed/35361874 http://dx.doi.org/10.1038/s41698-022-00262-y |
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author | Rajakumar, Timothy Horos, Rastislav Jehn, Julia Schenz, Judith Muley, Thomas Pelea, Oana Hofmann, Sarah Kittner, Paul Kahraman, Mustafa Heuvelman, Marco Sikosek, Tobias Feufel, Jennifer Skottke, Jasmin Nötzel, Dennis Hinkfoth, Franziska Tikk, Kaja Daniel-Moreno, Alberto Ceiler, Jessika Mercaldo, Nathaniel Uhle, Florian Uhle, Sandra Weigand, Markus A. Elshiaty, Mariam Lusky, Fabienne Schindler, Hannah Ferry, Quentin Sauka-Spengler, Tatjana Wu, Qianxin Rabe, Klaus F. Reck, Martin Thomas, Michael Christopoulos, Petros Steinkraus, Bruno R. |
author_facet | Rajakumar, Timothy Horos, Rastislav Jehn, Julia Schenz, Judith Muley, Thomas Pelea, Oana Hofmann, Sarah Kittner, Paul Kahraman, Mustafa Heuvelman, Marco Sikosek, Tobias Feufel, Jennifer Skottke, Jasmin Nötzel, Dennis Hinkfoth, Franziska Tikk, Kaja Daniel-Moreno, Alberto Ceiler, Jessika Mercaldo, Nathaniel Uhle, Florian Uhle, Sandra Weigand, Markus A. Elshiaty, Mariam Lusky, Fabienne Schindler, Hannah Ferry, Quentin Sauka-Spengler, Tatjana Wu, Qianxin Rabe, Klaus F. Reck, Martin Thomas, Michael Christopoulos, Petros Steinkraus, Bruno R. |
author_sort | Rajakumar, Timothy |
collection | PubMed |
description | Immunotherapies have recently gained traction as highly effective therapies in a subset of late-stage cancers. Unfortunately, only a minority of patients experience the remarkable benefits of immunotherapies, whilst others fail to respond or even come to harm through immune-related adverse events. For immunotherapies within the PD-1/PD-L1 inhibitor class, patient stratification is currently performed using tumor (tissue-based) PD-L1 expression. However, PD-L1 is an accurate predictor of response in only ~30% of cases. There is pressing need for more accurate biomarkers for immunotherapy response prediction. We sought to identify peripheral blood biomarkers, predictive of response to immunotherapies against lung cancer, based on whole blood microRNA profiling. Using three well-characterized cohorts consisting of a total of 334 stage IV NSCLC patients, we have defined a 5 microRNA risk score (miRisk) that is predictive of overall survival following immunotherapy in training and independent validation (HR 2.40, 95% CI 1.37–4.19; P < 0.01) cohorts. We have traced the signature to a myeloid origin and performed miRNA target prediction to make a direct mechanistic link to the PD-L1 signaling pathway and PD-L1 itself. The miRisk score offers a potential blood-based companion diagnostic for immunotherapy that outperforms tissue-based PD-L1 staining. |
format | Online Article Text |
id | pubmed-8971493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89714932022-04-20 A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy Rajakumar, Timothy Horos, Rastislav Jehn, Julia Schenz, Judith Muley, Thomas Pelea, Oana Hofmann, Sarah Kittner, Paul Kahraman, Mustafa Heuvelman, Marco Sikosek, Tobias Feufel, Jennifer Skottke, Jasmin Nötzel, Dennis Hinkfoth, Franziska Tikk, Kaja Daniel-Moreno, Alberto Ceiler, Jessika Mercaldo, Nathaniel Uhle, Florian Uhle, Sandra Weigand, Markus A. Elshiaty, Mariam Lusky, Fabienne Schindler, Hannah Ferry, Quentin Sauka-Spengler, Tatjana Wu, Qianxin Rabe, Klaus F. Reck, Martin Thomas, Michael Christopoulos, Petros Steinkraus, Bruno R. NPJ Precis Oncol Article Immunotherapies have recently gained traction as highly effective therapies in a subset of late-stage cancers. Unfortunately, only a minority of patients experience the remarkable benefits of immunotherapies, whilst others fail to respond or even come to harm through immune-related adverse events. For immunotherapies within the PD-1/PD-L1 inhibitor class, patient stratification is currently performed using tumor (tissue-based) PD-L1 expression. However, PD-L1 is an accurate predictor of response in only ~30% of cases. There is pressing need for more accurate biomarkers for immunotherapy response prediction. We sought to identify peripheral blood biomarkers, predictive of response to immunotherapies against lung cancer, based on whole blood microRNA profiling. Using three well-characterized cohorts consisting of a total of 334 stage IV NSCLC patients, we have defined a 5 microRNA risk score (miRisk) that is predictive of overall survival following immunotherapy in training and independent validation (HR 2.40, 95% CI 1.37–4.19; P < 0.01) cohorts. We have traced the signature to a myeloid origin and performed miRNA target prediction to make a direct mechanistic link to the PD-L1 signaling pathway and PD-L1 itself. The miRisk score offers a potential blood-based companion diagnostic for immunotherapy that outperforms tissue-based PD-L1 staining. Nature Publishing Group UK 2022-03-31 /pmc/articles/PMC8971493/ /pubmed/35361874 http://dx.doi.org/10.1038/s41698-022-00262-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Rajakumar, Timothy Horos, Rastislav Jehn, Julia Schenz, Judith Muley, Thomas Pelea, Oana Hofmann, Sarah Kittner, Paul Kahraman, Mustafa Heuvelman, Marco Sikosek, Tobias Feufel, Jennifer Skottke, Jasmin Nötzel, Dennis Hinkfoth, Franziska Tikk, Kaja Daniel-Moreno, Alberto Ceiler, Jessika Mercaldo, Nathaniel Uhle, Florian Uhle, Sandra Weigand, Markus A. Elshiaty, Mariam Lusky, Fabienne Schindler, Hannah Ferry, Quentin Sauka-Spengler, Tatjana Wu, Qianxin Rabe, Klaus F. Reck, Martin Thomas, Michael Christopoulos, Petros Steinkraus, Bruno R. A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
title | A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
title_full | A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
title_fullStr | A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
title_full_unstemmed | A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
title_short | A blood-based miRNA signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
title_sort | blood-based mirna signature with prognostic value for overall survival in advanced stage non-small cell lung cancer treated with immunotherapy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971493/ https://www.ncbi.nlm.nih.gov/pubmed/35361874 http://dx.doi.org/10.1038/s41698-022-00262-y |
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