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Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response

Immunotherapy constitutes a paradigm shift in cancer treatment. Its FDA approval for several indications has yielded improved prognosis for cases where traditional therapy has shown limited efficiency. However, many patients still fail to benefit from this treatment modality, and the exact mechanism...

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Detalles Bibliográficos
Autores principales: Vladimirov, Nikita, Perlman, Or
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959624/
https://www.ncbi.nlm.nih.gov/pubmed/36834563
http://dx.doi.org/10.3390/ijms24043151
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author Vladimirov, Nikita
Perlman, Or
author_facet Vladimirov, Nikita
Perlman, Or
author_sort Vladimirov, Nikita
collection PubMed
description Immunotherapy constitutes a paradigm shift in cancer treatment. Its FDA approval for several indications has yielded improved prognosis for cases where traditional therapy has shown limited efficiency. However, many patients still fail to benefit from this treatment modality, and the exact mechanisms responsible for tumor response are unknown. Noninvasive treatment monitoring is crucial for longitudinal tumor characterization and the early detection of non-responders. While various medical imaging techniques can provide a morphological picture of the lesion and its surrounding tissue, a molecular-oriented imaging approach holds the key to unraveling biological effects that occur much earlier in the immunotherapy timeline. Magnetic resonance imaging (MRI) is a highly versatile imaging modality, where the image contrast can be tailored to emphasize a particular biophysical property of interest using advanced engineering of the imaging pipeline. In this review, recent advances in molecular-MRI based cancer immunotherapy monitoring are described. Next, the presentation of the underlying physics, computational, and biological features are complemented by a critical analysis of the results obtained in preclinical and clinical studies. Finally, emerging artificial intelligence (AI)-based strategies to further distill, quantify, and interpret the image-based molecular MRI information are discussed in terms of perspectives for the future.
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spelling pubmed-99596242023-02-26 Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response Vladimirov, Nikita Perlman, Or Int J Mol Sci Review Immunotherapy constitutes a paradigm shift in cancer treatment. Its FDA approval for several indications has yielded improved prognosis for cases where traditional therapy has shown limited efficiency. However, many patients still fail to benefit from this treatment modality, and the exact mechanisms responsible for tumor response are unknown. Noninvasive treatment monitoring is crucial for longitudinal tumor characterization and the early detection of non-responders. While various medical imaging techniques can provide a morphological picture of the lesion and its surrounding tissue, a molecular-oriented imaging approach holds the key to unraveling biological effects that occur much earlier in the immunotherapy timeline. Magnetic resonance imaging (MRI) is a highly versatile imaging modality, where the image contrast can be tailored to emphasize a particular biophysical property of interest using advanced engineering of the imaging pipeline. In this review, recent advances in molecular-MRI based cancer immunotherapy monitoring are described. Next, the presentation of the underlying physics, computational, and biological features are complemented by a critical analysis of the results obtained in preclinical and clinical studies. Finally, emerging artificial intelligence (AI)-based strategies to further distill, quantify, and interpret the image-based molecular MRI information are discussed in terms of perspectives for the future. MDPI 2023-02-05 /pmc/articles/PMC9959624/ /pubmed/36834563 http://dx.doi.org/10.3390/ijms24043151 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Vladimirov, Nikita
Perlman, Or
Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response
title Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response
title_full Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response
title_fullStr Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response
title_full_unstemmed Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response
title_short Molecular MRI-Based Monitoring of Cancer Immunotherapy Treatment Response
title_sort molecular mri-based monitoring of cancer immunotherapy treatment response
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9959624/
https://www.ncbi.nlm.nih.gov/pubmed/36834563
http://dx.doi.org/10.3390/ijms24043151
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