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Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients
BACKGROUND: Resistance to immune checkpoint inhibitors (ICIs) has been linked to local immunosuppression independent of major ICI targets (e.g., PD-1). Clinical experience with response prediction based on PD-L1 expression suggests that other factors influence sensitivity to ICIs in non-small cell l...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359802/ https://www.ncbi.nlm.nih.gov/pubmed/30709424 http://dx.doi.org/10.1186/s40425-019-0506-3 |
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author | Pabla, Sarabjot Conroy, Jeffrey M. Nesline, Mary K. Glenn, Sean T. Papanicolau-Sengos, Antonios Burgher, Blake Hagen, Jacob Giamo, Vincent Andreas, Jonathan Lenzo, Felicia L. Yirong, Wang Dy, Grace K. Yau, Edwin Early, Amy Chen, Hongbin Bshara, Wiam Madden, Katherine G. Shirai, Keisuke Dragnev, Konstantin Tafe, Laura J. Marin, Daniele Zhu, Jason Clarke, Jeff Labriola, Matthew McCall, Shannon Zhang, Tian Zibelman, Matthew Ghatalia, Pooja Araujo-Fernandez, Isabel Singavi, Arun George, Ben MacKinnon, Andrew Craig Thompson, Jonathan Singh, Rajbir Jacob, Robin Dressler, Lynn Steciuk, Mark Binns, Oliver Kasuganti, Deepa Shah, Neel Ernstoff, Marc Odunsi, Kunle Kurzrock, Razelle Gardner, Mark Galluzzi, Lorenzo Morrison, Carl |
author_facet | Pabla, Sarabjot Conroy, Jeffrey M. Nesline, Mary K. Glenn, Sean T. Papanicolau-Sengos, Antonios Burgher, Blake Hagen, Jacob Giamo, Vincent Andreas, Jonathan Lenzo, Felicia L. Yirong, Wang Dy, Grace K. Yau, Edwin Early, Amy Chen, Hongbin Bshara, Wiam Madden, Katherine G. Shirai, Keisuke Dragnev, Konstantin Tafe, Laura J. Marin, Daniele Zhu, Jason Clarke, Jeff Labriola, Matthew McCall, Shannon Zhang, Tian Zibelman, Matthew Ghatalia, Pooja Araujo-Fernandez, Isabel Singavi, Arun George, Ben MacKinnon, Andrew Craig Thompson, Jonathan Singh, Rajbir Jacob, Robin Dressler, Lynn Steciuk, Mark Binns, Oliver Kasuganti, Deepa Shah, Neel Ernstoff, Marc Odunsi, Kunle Kurzrock, Razelle Gardner, Mark Galluzzi, Lorenzo Morrison, Carl |
author_sort | Pabla, Sarabjot |
collection | PubMed |
description | BACKGROUND: Resistance to immune checkpoint inhibitors (ICIs) has been linked to local immunosuppression independent of major ICI targets (e.g., PD-1). Clinical experience with response prediction based on PD-L1 expression suggests that other factors influence sensitivity to ICIs in non-small cell lung cancer (NSCLC) patients. METHODS: Tumor specimens from 120 NSCLC patients from 10 institutions were evaluated for PD-L1 expression by immunohistochemistry, and global proliferative profile by targeted RNA-seq. RESULTS: Cell proliferation, derived from the mean expression of 10 proliferation-associated genes (namely BUB1, CCNB2, CDK1, CDKN3, FOXM1, KIAA0101, MAD2L1, MELK, MKI67, and TOP2A), was identified as a marker of response to ICIs in NSCLC. Poorly, moderately, and highly proliferative tumors were somewhat equally represented in NSCLC, with tumors with the highest PD-L1 expression being more frequently moderately proliferative as compared to lesser levels of PD-L1 expression. Proliferation status had an impact on survival in patients with both PD-L1 positive and negative tumors. There was a significant survival advantage for moderately proliferative tumors compared to their combined highly/poorly counterparts (p = 0.021). Moderately proliferative PD-L1 positive tumors had a median survival of 14.6 months that was almost twice that of PD-L1 negative highly/poorly proliferative at 7.6 months (p = 0.028). Median survival in moderately proliferative PD-L1 negative tumors at 12.6 months was comparable to that of highly/poorly proliferative PD-L1 positive tumors at 11.5 months, but in both instances less than that of moderately proliferative PD-L1 positive tumors. Similar to survival, proliferation status has impact on disease control (DC) in patients with both PD-L1 positive and negative tumors. Patients with moderately versus those with poorly or highly proliferative tumors have a superior DC rate when combined with any classification schema used to score PD-L1 as a positive result (i.e., TPS ≥ 50% or ≥ 1%), and best displayed by a DC rate for moderately proliferative tumors of no less than 40% for any classification of PD-L1 as a negative result. While there is an over representation of moderately proliferative tumors as PD-L1 expression increases this does not account for the improved survival or higher disease control rates seen in PD-L1 negative tumors. CONCLUSIONS: Cell proliferation is potentially a new biomarker of response to ICIs in NSCLC and is applicable to PD-L1 negative tumors. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-019-0506-3) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6359802 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-63598022019-02-07 Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients Pabla, Sarabjot Conroy, Jeffrey M. Nesline, Mary K. Glenn, Sean T. Papanicolau-Sengos, Antonios Burgher, Blake Hagen, Jacob Giamo, Vincent Andreas, Jonathan Lenzo, Felicia L. Yirong, Wang Dy, Grace K. Yau, Edwin Early, Amy Chen, Hongbin Bshara, Wiam Madden, Katherine G. Shirai, Keisuke Dragnev, Konstantin Tafe, Laura J. Marin, Daniele Zhu, Jason Clarke, Jeff Labriola, Matthew McCall, Shannon Zhang, Tian Zibelman, Matthew Ghatalia, Pooja Araujo-Fernandez, Isabel Singavi, Arun George, Ben MacKinnon, Andrew Craig Thompson, Jonathan Singh, Rajbir Jacob, Robin Dressler, Lynn Steciuk, Mark Binns, Oliver Kasuganti, Deepa Shah, Neel Ernstoff, Marc Odunsi, Kunle Kurzrock, Razelle Gardner, Mark Galluzzi, Lorenzo Morrison, Carl J Immunother Cancer Research Article BACKGROUND: Resistance to immune checkpoint inhibitors (ICIs) has been linked to local immunosuppression independent of major ICI targets (e.g., PD-1). Clinical experience with response prediction based on PD-L1 expression suggests that other factors influence sensitivity to ICIs in non-small cell lung cancer (NSCLC) patients. METHODS: Tumor specimens from 120 NSCLC patients from 10 institutions were evaluated for PD-L1 expression by immunohistochemistry, and global proliferative profile by targeted RNA-seq. RESULTS: Cell proliferation, derived from the mean expression of 10 proliferation-associated genes (namely BUB1, CCNB2, CDK1, CDKN3, FOXM1, KIAA0101, MAD2L1, MELK, MKI67, and TOP2A), was identified as a marker of response to ICIs in NSCLC. Poorly, moderately, and highly proliferative tumors were somewhat equally represented in NSCLC, with tumors with the highest PD-L1 expression being more frequently moderately proliferative as compared to lesser levels of PD-L1 expression. Proliferation status had an impact on survival in patients with both PD-L1 positive and negative tumors. There was a significant survival advantage for moderately proliferative tumors compared to their combined highly/poorly counterparts (p = 0.021). Moderately proliferative PD-L1 positive tumors had a median survival of 14.6 months that was almost twice that of PD-L1 negative highly/poorly proliferative at 7.6 months (p = 0.028). Median survival in moderately proliferative PD-L1 negative tumors at 12.6 months was comparable to that of highly/poorly proliferative PD-L1 positive tumors at 11.5 months, but in both instances less than that of moderately proliferative PD-L1 positive tumors. Similar to survival, proliferation status has impact on disease control (DC) in patients with both PD-L1 positive and negative tumors. Patients with moderately versus those with poorly or highly proliferative tumors have a superior DC rate when combined with any classification schema used to score PD-L1 as a positive result (i.e., TPS ≥ 50% or ≥ 1%), and best displayed by a DC rate for moderately proliferative tumors of no less than 40% for any classification of PD-L1 as a negative result. While there is an over representation of moderately proliferative tumors as PD-L1 expression increases this does not account for the improved survival or higher disease control rates seen in PD-L1 negative tumors. CONCLUSIONS: Cell proliferation is potentially a new biomarker of response to ICIs in NSCLC and is applicable to PD-L1 negative tumors. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40425-019-0506-3) contains supplementary material, which is available to authorized users. BioMed Central 2019-02-01 /pmc/articles/PMC6359802/ /pubmed/30709424 http://dx.doi.org/10.1186/s40425-019-0506-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Pabla, Sarabjot Conroy, Jeffrey M. Nesline, Mary K. Glenn, Sean T. Papanicolau-Sengos, Antonios Burgher, Blake Hagen, Jacob Giamo, Vincent Andreas, Jonathan Lenzo, Felicia L. Yirong, Wang Dy, Grace K. Yau, Edwin Early, Amy Chen, Hongbin Bshara, Wiam Madden, Katherine G. Shirai, Keisuke Dragnev, Konstantin Tafe, Laura J. Marin, Daniele Zhu, Jason Clarke, Jeff Labriola, Matthew McCall, Shannon Zhang, Tian Zibelman, Matthew Ghatalia, Pooja Araujo-Fernandez, Isabel Singavi, Arun George, Ben MacKinnon, Andrew Craig Thompson, Jonathan Singh, Rajbir Jacob, Robin Dressler, Lynn Steciuk, Mark Binns, Oliver Kasuganti, Deepa Shah, Neel Ernstoff, Marc Odunsi, Kunle Kurzrock, Razelle Gardner, Mark Galluzzi, Lorenzo Morrison, Carl Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
title | Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
title_full | Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
title_fullStr | Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
title_full_unstemmed | Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
title_short | Proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
title_sort | proliferative potential and resistance to immune checkpoint blockade in lung cancer patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359802/ https://www.ncbi.nlm.nih.gov/pubmed/30709424 http://dx.doi.org/10.1186/s40425-019-0506-3 |
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