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Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma
BACKGROUND: Immune checkpoint inhibitors are now standard of care treatment for many cancers. Treatment failure in metastatic melanoma is often due to tumor heterogeneity, which is not easily captured by conventional CT or tumor biopsy. The aim of this prospective study was to investigate early micr...
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/PMC8475139/ https://www.ncbi.nlm.nih.gov/pubmed/34561275 http://dx.doi.org/10.1136/jitc-2021-003125 |
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author | Lau, Doreen McLean, Mary A Priest, Andrew N Gill, Andrew B Scott, Francis Patterson, Ilse Carmo, Bruno Riemer, Frank Kaggie, Joshua D Frary, Amy Milne, Doreen Booth, Catherine Lewis, Arthur Sulikowski, Michal Brown, Lee Lapointe, Jean-Martin Aloj, Luigi Graves, Martin J Brindle, Kevin M Corrie, Pippa G Gallagher, Ferdia A |
author_facet | Lau, Doreen McLean, Mary A Priest, Andrew N Gill, Andrew B Scott, Francis Patterson, Ilse Carmo, Bruno Riemer, Frank Kaggie, Joshua D Frary, Amy Milne, Doreen Booth, Catherine Lewis, Arthur Sulikowski, Michal Brown, Lee Lapointe, Jean-Martin Aloj, Luigi Graves, Martin J Brindle, Kevin M Corrie, Pippa G Gallagher, Ferdia A |
author_sort | Lau, Doreen |
collection | PubMed |
description | BACKGROUND: Immune checkpoint inhibitors are now standard of care treatment for many cancers. Treatment failure in metastatic melanoma is often due to tumor heterogeneity, which is not easily captured by conventional CT or tumor biopsy. The aim of this prospective study was to investigate early microstructural and functional changes within melanoma metastases following immune checkpoint blockade using multiparametric MRI. METHODS: Fifteen treatment-naïve metastatic melanoma patients (total 27 measurable target lesions) were imaged at baseline and following 3 and 12 weeks of treatment on immune checkpoint inhibitors using: T(2)-weighted imaging, diffusion kurtosis imaging, and dynamic contrast-enhanced MRI. Treatment timepoint changes in tumor cellularity, vascularity, and heterogeneity within individual metastases were evaluated and correlated to the clinical outcome in each patient based on Response Evaluation Criteria in Solid Tumors V.1.1 at 1 year. RESULTS: Differential tumor growth kinetics in response to immune checkpoint blockade were measured in individual metastases within the same patient, demonstrating significant intertumoral heterogeneity in some patients. Early detection of tumor cell death or cell loss measured by a significant increase in the apparent diffusivity (D(app)) (p<0.05) was observed in both responding and pseudoprogressive lesions after 3 weeks of treatment. Tumor heterogeneity, as measured by apparent diffusional kurtosis (K(app)), was consistently higher in the pseudoprogressive and true progressive lesions, compared with the responding lesions throughout the first 12 weeks of treatment. These preceded tumor regression and significant tumor vascularity changes (K(trans), v(e), and v(p)) detected after 12 weeks of immunotherapy (p<0.05). CONCLUSIONS: Multiparametric MRI demonstrated potential for early detection of successful response to immune checkpoint inhibitors in metastatic melanoma. |
format | Online Article Text |
id | pubmed-8475139 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-84751392021-10-08 Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma Lau, Doreen McLean, Mary A Priest, Andrew N Gill, Andrew B Scott, Francis Patterson, Ilse Carmo, Bruno Riemer, Frank Kaggie, Joshua D Frary, Amy Milne, Doreen Booth, Catherine Lewis, Arthur Sulikowski, Michal Brown, Lee Lapointe, Jean-Martin Aloj, Luigi Graves, Martin J Brindle, Kevin M Corrie, Pippa G Gallagher, Ferdia A J Immunother Cancer Immunotherapy Biomarkers BACKGROUND: Immune checkpoint inhibitors are now standard of care treatment for many cancers. Treatment failure in metastatic melanoma is often due to tumor heterogeneity, which is not easily captured by conventional CT or tumor biopsy. The aim of this prospective study was to investigate early microstructural and functional changes within melanoma metastases following immune checkpoint blockade using multiparametric MRI. METHODS: Fifteen treatment-naïve metastatic melanoma patients (total 27 measurable target lesions) were imaged at baseline and following 3 and 12 weeks of treatment on immune checkpoint inhibitors using: T(2)-weighted imaging, diffusion kurtosis imaging, and dynamic contrast-enhanced MRI. Treatment timepoint changes in tumor cellularity, vascularity, and heterogeneity within individual metastases were evaluated and correlated to the clinical outcome in each patient based on Response Evaluation Criteria in Solid Tumors V.1.1 at 1 year. RESULTS: Differential tumor growth kinetics in response to immune checkpoint blockade were measured in individual metastases within the same patient, demonstrating significant intertumoral heterogeneity in some patients. Early detection of tumor cell death or cell loss measured by a significant increase in the apparent diffusivity (D(app)) (p<0.05) was observed in both responding and pseudoprogressive lesions after 3 weeks of treatment. Tumor heterogeneity, as measured by apparent diffusional kurtosis (K(app)), was consistently higher in the pseudoprogressive and true progressive lesions, compared with the responding lesions throughout the first 12 weeks of treatment. These preceded tumor regression and significant tumor vascularity changes (K(trans), v(e), and v(p)) detected after 12 weeks of immunotherapy (p<0.05). CONCLUSIONS: Multiparametric MRI demonstrated potential for early detection of successful response to immune checkpoint inhibitors in metastatic melanoma. BMJ Publishing Group 2021-09-23 /pmc/articles/PMC8475139/ /pubmed/34561275 http://dx.doi.org/10.1136/jitc-2021-003125 Text en © Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See https://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Immunotherapy Biomarkers Lau, Doreen McLean, Mary A Priest, Andrew N Gill, Andrew B Scott, Francis Patterson, Ilse Carmo, Bruno Riemer, Frank Kaggie, Joshua D Frary, Amy Milne, Doreen Booth, Catherine Lewis, Arthur Sulikowski, Michal Brown, Lee Lapointe, Jean-Martin Aloj, Luigi Graves, Martin J Brindle, Kevin M Corrie, Pippa G Gallagher, Ferdia A Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma |
title | Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma |
title_full | Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma |
title_fullStr | Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma |
title_full_unstemmed | Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma |
title_short | Multiparametric MRI of early tumor response to immune checkpoint blockade in metastatic melanoma |
title_sort | multiparametric mri of early tumor response to immune checkpoint blockade in metastatic melanoma |
topic | Immunotherapy Biomarkers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8475139/ https://www.ncbi.nlm.nih.gov/pubmed/34561275 http://dx.doi.org/10.1136/jitc-2021-003125 |
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