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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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.
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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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