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Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy
BACKGROUND: Combination therapies that aim to improve the clinical efficacy to immune checkpoint inhibitors have led to the need for non-invasive and early pharmacodynamic biomarkers. Positron emission tomography (PET) is a promising non-invasive approach to monitoring target dynamics, and programme...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551964/ https://www.ncbi.nlm.nih.gov/pubmed/37793856 http://dx.doi.org/10.1136/jitc-2023-007535 |
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author | Mishra, Akhilesh Gupta, Kuldeep Kumar, Dhiraj Lofland, Gabriela Sharma, Ajay Kumar Solnes, Lilja B Rowe, Steven P Forde, Patrick M Pomper, Martin G Gabrielson, Edward W Nimmagadda, Sridhar |
author_facet | Mishra, Akhilesh Gupta, Kuldeep Kumar, Dhiraj Lofland, Gabriela Sharma, Ajay Kumar Solnes, Lilja B Rowe, Steven P Forde, Patrick M Pomper, Martin G Gabrielson, Edward W Nimmagadda, Sridhar |
author_sort | Mishra, Akhilesh |
collection | PubMed |
description | BACKGROUND: Combination therapies that aim to improve the clinical efficacy to immune checkpoint inhibitors have led to the need for non-invasive and early pharmacodynamic biomarkers. Positron emission tomography (PET) is a promising non-invasive approach to monitoring target dynamics, and programmed death-ligand 1 (PD-L1) expression is a central component in cancer immunotherapy strategies. [(18)F]DK222, a peptide-based PD-L1 imaging agent, was investigated in this study using humanized mouse models to explore the relationship between PD-L1 expression and therapy-induced changes in cancer. METHODS: Cell lines and xenografts derived from three non-small cell lung cancers (NSCLCs) and three urothelial carcinomas (UCs) were used to validate the specificity of [(18)F]DK222 for PD-L1. PET was used to quantify anti-programmed cell death protein-1 (PD-1) therapy-induced changes in PD-L1 expression in tumors with and without microsatellite instability (MSI) in humanized mice. Furthermore, [(18)F]DK222-PET was used to validate PD-L1 pharmacodynamics in the context of monotherapy and combination immunotherapy in humanized mice bearing A375 melanoma xenografts. PET measures of PD-L1 expression were used to establish a relationship between pathological and immunological changes. Lastly, spatial distribution analysis of [(18)F]DK222-PET was developed to assess the effects of different immunotherapy regimens on tumor heterogeneity. RESULTS: [(18)F]DK222-PET and biodistribution studies in mice with NSCLC and UC xenografts revealed high but variable tumor uptake at 60 min that correlated with PD-L1 expression. In MSI tumors treated with anti-PD-1, [(18)F]DK222 uptake was higher than in control tumors. Moreover, [(18)F]DK222 uptake was higher in A375 tumors treated with combination therapy compared with monotherapy, and negatively correlated with final tumor volumes. In addition, a higher number of PD-L1+ cells and higher CD8(+)-to-CD4(+) cell ratio was observed with combination therapy compared with monotherapy, and positively correlated with PET. Furthermore, spatial distribution analysis showed higher [(18)F]DK222 uptake towards the core of the tumors in combination therapy, indicating a more robust and distinct pattern of immune cell infiltration. CONCLUSION: [(18)F]DK222-PET has potential as a non-invasive tool for monitoring the effects of immunotherapy on tumors. It was able to detect variable PD-L1 expression in tumors of different cancer types and quantify therapy-induced changes in tumors. Moreover, [(18)F]DK222-PET was able to differentiate the impact of different therapies on tumors. |
format | Online Article Text |
id | pubmed-10551964 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-105519642023-10-06 Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy Mishra, Akhilesh Gupta, Kuldeep Kumar, Dhiraj Lofland, Gabriela Sharma, Ajay Kumar Solnes, Lilja B Rowe, Steven P Forde, Patrick M Pomper, Martin G Gabrielson, Edward W Nimmagadda, Sridhar J Immunother Cancer Immunotherapy Biomarkers BACKGROUND: Combination therapies that aim to improve the clinical efficacy to immune checkpoint inhibitors have led to the need for non-invasive and early pharmacodynamic biomarkers. Positron emission tomography (PET) is a promising non-invasive approach to monitoring target dynamics, and programmed death-ligand 1 (PD-L1) expression is a central component in cancer immunotherapy strategies. [(18)F]DK222, a peptide-based PD-L1 imaging agent, was investigated in this study using humanized mouse models to explore the relationship between PD-L1 expression and therapy-induced changes in cancer. METHODS: Cell lines and xenografts derived from three non-small cell lung cancers (NSCLCs) and three urothelial carcinomas (UCs) were used to validate the specificity of [(18)F]DK222 for PD-L1. PET was used to quantify anti-programmed cell death protein-1 (PD-1) therapy-induced changes in PD-L1 expression in tumors with and without microsatellite instability (MSI) in humanized mice. Furthermore, [(18)F]DK222-PET was used to validate PD-L1 pharmacodynamics in the context of monotherapy and combination immunotherapy in humanized mice bearing A375 melanoma xenografts. PET measures of PD-L1 expression were used to establish a relationship between pathological and immunological changes. Lastly, spatial distribution analysis of [(18)F]DK222-PET was developed to assess the effects of different immunotherapy regimens on tumor heterogeneity. RESULTS: [(18)F]DK222-PET and biodistribution studies in mice with NSCLC and UC xenografts revealed high but variable tumor uptake at 60 min that correlated with PD-L1 expression. In MSI tumors treated with anti-PD-1, [(18)F]DK222 uptake was higher than in control tumors. Moreover, [(18)F]DK222 uptake was higher in A375 tumors treated with combination therapy compared with monotherapy, and negatively correlated with final tumor volumes. In addition, a higher number of PD-L1+ cells and higher CD8(+)-to-CD4(+) cell ratio was observed with combination therapy compared with monotherapy, and positively correlated with PET. Furthermore, spatial distribution analysis showed higher [(18)F]DK222 uptake towards the core of the tumors in combination therapy, indicating a more robust and distinct pattern of immune cell infiltration. CONCLUSION: [(18)F]DK222-PET has potential as a non-invasive tool for monitoring the effects of immunotherapy on tumors. It was able to detect variable PD-L1 expression in tumors of different cancer types and quantify therapy-induced changes in tumors. Moreover, [(18)F]DK222-PET was able to differentiate the impact of different therapies on tumors. BMJ Publishing Group 2023-10-04 /pmc/articles/PMC10551964/ /pubmed/37793856 http://dx.doi.org/10.1136/jitc-2023-007535 Text en © Author(s) (or their employer(s)) 2023. 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 Mishra, Akhilesh Gupta, Kuldeep Kumar, Dhiraj Lofland, Gabriela Sharma, Ajay Kumar Solnes, Lilja B Rowe, Steven P Forde, Patrick M Pomper, Martin G Gabrielson, Edward W Nimmagadda, Sridhar Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy |
title | Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy |
title_full | Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy |
title_fullStr | Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy |
title_full_unstemmed | Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy |
title_short | Non-invasive PD-L1 quantification using [(18)F]DK222-PET imaging in cancer immunotherapy |
title_sort | non-invasive pd-l1 quantification using [(18)f]dk222-pet imaging in cancer immunotherapy |
topic | Immunotherapy Biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551964/ https://www.ncbi.nlm.nih.gov/pubmed/37793856 http://dx.doi.org/10.1136/jitc-2023-007535 |
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