Cargando…

A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma

Immune checkpoint blockade (ICB) expands the therapeutic options for metastatic lung cancer nowadays representing a standard frontline strategy as monotherapy or combination therapy, as well as an option in oncogene-addicted NSCLC after exhaustion of targeted therapies. Predictive markers are urgent...

Descripción completa

Detalles Bibliográficos
Autores principales: Budczies, Jan, Kirchner, Martina, Kluck, Klaus, Kazdal, Daniel, Glade, Julia, Allgäuer, Michael, Kriegsmann, Mark, Heußel, Claus-Peter, Herth, Felix J., Winter, Hauke, Meister, Michael, Muley, Thomas, Fröhling, Stefan, Peters, Solange, Seliger, Barbara, Schirmacher, Peter, Thomas, Michael, Christopoulos, Petros, Stenzinger, Albrecht
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808386/
https://www.ncbi.nlm.nih.gov/pubmed/33520406
http://dx.doi.org/10.1080/2162402X.2020.1860586
_version_ 1783636888784994304
author Budczies, Jan
Kirchner, Martina
Kluck, Klaus
Kazdal, Daniel
Glade, Julia
Allgäuer, Michael
Kriegsmann, Mark
Heußel, Claus-Peter
Herth, Felix J.
Winter, Hauke
Meister, Michael
Muley, Thomas
Fröhling, Stefan
Peters, Solange
Seliger, Barbara
Schirmacher, Peter
Thomas, Michael
Christopoulos, Petros
Stenzinger, Albrecht
author_facet Budczies, Jan
Kirchner, Martina
Kluck, Klaus
Kazdal, Daniel
Glade, Julia
Allgäuer, Michael
Kriegsmann, Mark
Heußel, Claus-Peter
Herth, Felix J.
Winter, Hauke
Meister, Michael
Muley, Thomas
Fröhling, Stefan
Peters, Solange
Seliger, Barbara
Schirmacher, Peter
Thomas, Michael
Christopoulos, Petros
Stenzinger, Albrecht
author_sort Budczies, Jan
collection PubMed
description Immune checkpoint blockade (ICB) expands the therapeutic options for metastatic lung cancer nowadays representing a standard frontline strategy as monotherapy or combination therapy, as well as an option in oncogene-addicted NSCLC after exhaustion of targeted therapies. Predictive markers are urgently needed, since only a minority of patients benefits from ICB, while serious adverse effects of immunotoxicity may occur. The study cohort included 43 ICB-treated metastatic lung adenocarcinoma showing long-term response (n = 16), rapid progression (n = 21) or intermediate patterns of response (n = 6). Lung biopsies acquired before initiation of ICB were analyzed by targeted mRNA expression profiling of 770 genes. Level and proportions of 14 immune cell types were estimated using characteristic gene expression signatures. Abundance of B cells (HR = 0.66, p = .00074), CD45+ cells (HR = 0.61, p = .01) and total TILs (HR = 0.62, p = .025) was associated with prolonged progression-free survival after ICB treatment. In a ROC analysis, B cells (AUC = 0.77, p = .0055) and CD45+ cells (AUC = 0.73, p = .019) predicted benefit of ICB, which was not the case for PD-L1 mRNA (AUC = 0.54, p = .72) and PD-L1 protein expression (AUC = 0.68, p = .082). Clustering of 79 candidate predictive markers identified among 770 investigated genes revealed two distinct predictive clusters which included cytotoxic cell or macrophage markers, respectively. In summary, targeted gene expression profiling was feasible using routine diagnostics biopsies. This study proposes B cells and total TILs as complementary predictors of ICB benefit in NSCLC. While further preferably prospective validation is required, gene expression profiling could be integrated in the routine diagnostic work-up complementing existing NGS protocols.
format Online
Article
Text
id pubmed-7808386
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Taylor & Francis
record_format MEDLINE/PubMed
spelling pubmed-78083862021-01-29 A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma Budczies, Jan Kirchner, Martina Kluck, Klaus Kazdal, Daniel Glade, Julia Allgäuer, Michael Kriegsmann, Mark Heußel, Claus-Peter Herth, Felix J. Winter, Hauke Meister, Michael Muley, Thomas Fröhling, Stefan Peters, Solange Seliger, Barbara Schirmacher, Peter Thomas, Michael Christopoulos, Petros Stenzinger, Albrecht Oncoimmunology Original Research Immune checkpoint blockade (ICB) expands the therapeutic options for metastatic lung cancer nowadays representing a standard frontline strategy as monotherapy or combination therapy, as well as an option in oncogene-addicted NSCLC after exhaustion of targeted therapies. Predictive markers are urgently needed, since only a minority of patients benefits from ICB, while serious adverse effects of immunotoxicity may occur. The study cohort included 43 ICB-treated metastatic lung adenocarcinoma showing long-term response (n = 16), rapid progression (n = 21) or intermediate patterns of response (n = 6). Lung biopsies acquired before initiation of ICB were analyzed by targeted mRNA expression profiling of 770 genes. Level and proportions of 14 immune cell types were estimated using characteristic gene expression signatures. Abundance of B cells (HR = 0.66, p = .00074), CD45+ cells (HR = 0.61, p = .01) and total TILs (HR = 0.62, p = .025) was associated with prolonged progression-free survival after ICB treatment. In a ROC analysis, B cells (AUC = 0.77, p = .0055) and CD45+ cells (AUC = 0.73, p = .019) predicted benefit of ICB, which was not the case for PD-L1 mRNA (AUC = 0.54, p = .72) and PD-L1 protein expression (AUC = 0.68, p = .082). Clustering of 79 candidate predictive markers identified among 770 investigated genes revealed two distinct predictive clusters which included cytotoxic cell or macrophage markers, respectively. In summary, targeted gene expression profiling was feasible using routine diagnostics biopsies. This study proposes B cells and total TILs as complementary predictors of ICB benefit in NSCLC. While further preferably prospective validation is required, gene expression profiling could be integrated in the routine diagnostic work-up complementing existing NGS protocols. Taylor & Francis 2021-01-11 /pmc/articles/PMC7808386/ /pubmed/33520406 http://dx.doi.org/10.1080/2162402X.2020.1860586 Text en © 2020 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.
spellingShingle Original Research
Budczies, Jan
Kirchner, Martina
Kluck, Klaus
Kazdal, Daniel
Glade, Julia
Allgäuer, Michael
Kriegsmann, Mark
Heußel, Claus-Peter
Herth, Felix J.
Winter, Hauke
Meister, Michael
Muley, Thomas
Fröhling, Stefan
Peters, Solange
Seliger, Barbara
Schirmacher, Peter
Thomas, Michael
Christopoulos, Petros
Stenzinger, Albrecht
A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
title A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
title_full A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
title_fullStr A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
title_full_unstemmed A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
title_short A gene expression signature associated with B cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
title_sort gene expression signature associated with b cells predicts benefit from immune checkpoint blockade in lung adenocarcinoma
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7808386/
https://www.ncbi.nlm.nih.gov/pubmed/33520406
http://dx.doi.org/10.1080/2162402X.2020.1860586
work_keys_str_mv AT budcziesjan ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kirchnermartina ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kluckklaus ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kazdaldaniel ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT gladejulia ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT allgauermichael ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kriegsmannmark ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT heußelclauspeter ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT herthfelixj ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT winterhauke ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT meistermichael ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT muleythomas ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT frohlingstefan ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT peterssolange ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT seligerbarbara ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT schirmacherpeter ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT thomasmichael ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT christopoulospetros ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT stenzingeralbrecht ageneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT budcziesjan geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kirchnermartina geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kluckklaus geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kazdaldaniel geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT gladejulia geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT allgauermichael geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT kriegsmannmark geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT heußelclauspeter geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT herthfelixj geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT winterhauke geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT meistermichael geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT muleythomas geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT frohlingstefan geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT peterssolange geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT seligerbarbara geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT schirmacherpeter geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT thomasmichael geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT christopoulospetros geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma
AT stenzingeralbrecht geneexpressionsignatureassociatedwithbcellspredictsbenefitfromimmunecheckpointblockadeinlungadenocarcinoma