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PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine
BACKGROUND: Anti-programmed cell death protein 1 and programmed cell death ligand 1 (PD-L1) agents are broadly used in first-line and second-line treatment across different tumor types. While immunohistochemistry-based assays are routinely used to assess PD-L1 expression, their clinical utility rema...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8499669/ https://www.ncbi.nlm.nih.gov/pubmed/34620701 http://dx.doi.org/10.1136/jitc-2020-002179 |
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author | Baldelli, Elisa Hodge, K Alex Bellezza, Guido Shah, Neil J Gambara, Guido Sidoni, Angelo Mandarano, Martina Ruhunusiri, Chamodya Dunetz, Bryant Abu-Khalaf, Maysa Wulfkuhle, Julia Gallagher, Rosa I Liotta, Lance de Bono, Johann Mehra, Niven Riisnaes, Ruth Ravaggi, Antonella Odicino, Franco Sereni, Maria Isabella Blackburn, Matthew Zupa, Angela Improta, Giuseppina Demsko, Perry Crino', Lucio Ludovini, Vienna Giaccone, Giuseppe Petricoin, Emanuel F Pierobon, Mariaelena |
author_facet | Baldelli, Elisa Hodge, K Alex Bellezza, Guido Shah, Neil J Gambara, Guido Sidoni, Angelo Mandarano, Martina Ruhunusiri, Chamodya Dunetz, Bryant Abu-Khalaf, Maysa Wulfkuhle, Julia Gallagher, Rosa I Liotta, Lance de Bono, Johann Mehra, Niven Riisnaes, Ruth Ravaggi, Antonella Odicino, Franco Sereni, Maria Isabella Blackburn, Matthew Zupa, Angela Improta, Giuseppina Demsko, Perry Crino', Lucio Ludovini, Vienna Giaccone, Giuseppe Petricoin, Emanuel F Pierobon, Mariaelena |
author_sort | Baldelli, Elisa |
collection | PubMed |
description | BACKGROUND: Anti-programmed cell death protein 1 and programmed cell death ligand 1 (PD-L1) agents are broadly used in first-line and second-line treatment across different tumor types. While immunohistochemistry-based assays are routinely used to assess PD-L1 expression, their clinical utility remains controversial due to the partial predictive value and lack of standardized cut-offs across antibody clones. Using a high throughput immunoassay, the reverse phase protein microarray (RPPA), coupled with a fluorescence-based detection system, this study compared the performance of six anti-PD-L1 antibody clones on 666 tumor samples. METHODS: PD-L1 expression was measured using five antibody clones (22C3, 28–8, CAL10, E1L3N and SP142) and the therapeutic antibody atezolizumab on 222 lung, 71 ovarian, 52 prostate and 267 breast cancers, and 54 metastatic lesions. To capture clinically relevant variables, our cohort included frozen and formalin-fixed paraffin-embedded samples, surgical specimens and core needle biopsies. Pure tumor epithelia were isolated using laser capture microdissection from 602 samples. Correlation coefficients were calculated to assess concordance between antibody clones. For two independent cohorts of patients with lung cancer treated with nivolumab, RPPA-based PD-L1 measurements were examined along with response to treatment. RESULTS: Median-center PD-L1 dynamic ranged from 0.01 to 39.37 across antibody clones. Correlation coefficients between the six antibody clones were heterogeneous (range: −0.48 to 0.95) and below 0.50 in 61% of the comparisons. In nivolumab-treated patients, RPPA-based measurement identified a subgroup of tumors, where low PD-L1 expression equated to lack of response. CONCLUSIONS: Continuous RPPA-based measurements capture a broad dynamic range of PD-L1 expression in human specimens and heterogeneous concordance levels between antibody clones. This high throughput immunoassay can potentially identify subgroups of tumors in which low expression of PD-L1 equates to lack of response to treatment. |
format | Online Article Text |
id | pubmed-8499669 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-84996692021-10-22 PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine Baldelli, Elisa Hodge, K Alex Bellezza, Guido Shah, Neil J Gambara, Guido Sidoni, Angelo Mandarano, Martina Ruhunusiri, Chamodya Dunetz, Bryant Abu-Khalaf, Maysa Wulfkuhle, Julia Gallagher, Rosa I Liotta, Lance de Bono, Johann Mehra, Niven Riisnaes, Ruth Ravaggi, Antonella Odicino, Franco Sereni, Maria Isabella Blackburn, Matthew Zupa, Angela Improta, Giuseppina Demsko, Perry Crino', Lucio Ludovini, Vienna Giaccone, Giuseppe Petricoin, Emanuel F Pierobon, Mariaelena J Immunother Cancer Immunotherapy Biomarkers BACKGROUND: Anti-programmed cell death protein 1 and programmed cell death ligand 1 (PD-L1) agents are broadly used in first-line and second-line treatment across different tumor types. While immunohistochemistry-based assays are routinely used to assess PD-L1 expression, their clinical utility remains controversial due to the partial predictive value and lack of standardized cut-offs across antibody clones. Using a high throughput immunoassay, the reverse phase protein microarray (RPPA), coupled with a fluorescence-based detection system, this study compared the performance of six anti-PD-L1 antibody clones on 666 tumor samples. METHODS: PD-L1 expression was measured using five antibody clones (22C3, 28–8, CAL10, E1L3N and SP142) and the therapeutic antibody atezolizumab on 222 lung, 71 ovarian, 52 prostate and 267 breast cancers, and 54 metastatic lesions. To capture clinically relevant variables, our cohort included frozen and formalin-fixed paraffin-embedded samples, surgical specimens and core needle biopsies. Pure tumor epithelia were isolated using laser capture microdissection from 602 samples. Correlation coefficients were calculated to assess concordance between antibody clones. For two independent cohorts of patients with lung cancer treated with nivolumab, RPPA-based PD-L1 measurements were examined along with response to treatment. RESULTS: Median-center PD-L1 dynamic ranged from 0.01 to 39.37 across antibody clones. Correlation coefficients between the six antibody clones were heterogeneous (range: −0.48 to 0.95) and below 0.50 in 61% of the comparisons. In nivolumab-treated patients, RPPA-based measurement identified a subgroup of tumors, where low PD-L1 expression equated to lack of response. CONCLUSIONS: Continuous RPPA-based measurements capture a broad dynamic range of PD-L1 expression in human specimens and heterogeneous concordance levels between antibody clones. This high throughput immunoassay can potentially identify subgroups of tumors in which low expression of PD-L1 equates to lack of response to treatment. BMJ Publishing Group 2021-10-07 /pmc/articles/PMC8499669/ /pubmed/34620701 http://dx.doi.org/10.1136/jitc-2020-002179 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Immunotherapy Biomarkers Baldelli, Elisa Hodge, K Alex Bellezza, Guido Shah, Neil J Gambara, Guido Sidoni, Angelo Mandarano, Martina Ruhunusiri, Chamodya Dunetz, Bryant Abu-Khalaf, Maysa Wulfkuhle, Julia Gallagher, Rosa I Liotta, Lance de Bono, Johann Mehra, Niven Riisnaes, Ruth Ravaggi, Antonella Odicino, Franco Sereni, Maria Isabella Blackburn, Matthew Zupa, Angela Improta, Giuseppina Demsko, Perry Crino', Lucio Ludovini, Vienna Giaccone, Giuseppe Petricoin, Emanuel F Pierobon, Mariaelena PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
title | PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
title_full | PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
title_fullStr | PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
title_full_unstemmed | PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
title_short | PD-L1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
title_sort | pd-l1 quantification across tumor types using the reverse phase protein microarray: implications for precision medicine |
topic | Immunotherapy Biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8499669/ https://www.ncbi.nlm.nih.gov/pubmed/34620701 http://dx.doi.org/10.1136/jitc-2020-002179 |
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