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The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics

Novel therapeutic approaches, consisting of immune check-point inhibitors (ICIs) and molecularly targeted therapy, have thoroughly changed the clinical management of malignant melanoma (MM), the most frequent and deadly skin cancer. Since only 30–40% of MM patients respond to ICIs, imaging biomarker...

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Autores principales: Filippi, Luca, Bianconi, Francesco, Schillaci, Orazio, Spanu, Angela, Palumbo, Barbara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028862/
https://www.ncbi.nlm.nih.gov/pubmed/35453977
http://dx.doi.org/10.3390/diagnostics12040929
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author Filippi, Luca
Bianconi, Francesco
Schillaci, Orazio
Spanu, Angela
Palumbo, Barbara
author_facet Filippi, Luca
Bianconi, Francesco
Schillaci, Orazio
Spanu, Angela
Palumbo, Barbara
author_sort Filippi, Luca
collection PubMed
description Novel therapeutic approaches, consisting of immune check-point inhibitors (ICIs) and molecularly targeted therapy, have thoroughly changed the clinical management of malignant melanoma (MM), the most frequent and deadly skin cancer. Since only 30–40% of MM patients respond to ICIs, imaging biomarkers suitable for the pre-therapeutic stratification and response assessment are warmly welcome. In this scenario, positron emission computed tomography (PET/CT) with (18)F-fluorodeoxyglucose ((18)F-FDG) has been successfully utilized for advanced MM staging and therapy response evaluation. Furthermore, several PET-derived parameters (SUVmax, MTV, TLG) were particularly impactful for the prognostic evaluation of patients submitted to targeted and immunotherapy. In this review, we performed a web-based and desktop research on the clinical applications of (18)F-FDG PET/CT in MM, with a particular emphasis on the various metabolic criteria developed for interpreting PET/CT scan in patients undergoing immunotherapy or targeted therapy or a combination of both. Furthermore, the emerging role of radiomics, a quantitative approach to medical imaging applying analysis methodology derived by the field of artificial intelligence, was examined in the peculiar context, putting a particular emphasis on the potential of this discipline to support clinicians in the delicate process of building patient-tailored pathways of care.
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spelling pubmed-90288622022-04-23 The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics Filippi, Luca Bianconi, Francesco Schillaci, Orazio Spanu, Angela Palumbo, Barbara Diagnostics (Basel) Review Novel therapeutic approaches, consisting of immune check-point inhibitors (ICIs) and molecularly targeted therapy, have thoroughly changed the clinical management of malignant melanoma (MM), the most frequent and deadly skin cancer. Since only 30–40% of MM patients respond to ICIs, imaging biomarkers suitable for the pre-therapeutic stratification and response assessment are warmly welcome. In this scenario, positron emission computed tomography (PET/CT) with (18)F-fluorodeoxyglucose ((18)F-FDG) has been successfully utilized for advanced MM staging and therapy response evaluation. Furthermore, several PET-derived parameters (SUVmax, MTV, TLG) were particularly impactful for the prognostic evaluation of patients submitted to targeted and immunotherapy. In this review, we performed a web-based and desktop research on the clinical applications of (18)F-FDG PET/CT in MM, with a particular emphasis on the various metabolic criteria developed for interpreting PET/CT scan in patients undergoing immunotherapy or targeted therapy or a combination of both. Furthermore, the emerging role of radiomics, a quantitative approach to medical imaging applying analysis methodology derived by the field of artificial intelligence, was examined in the peculiar context, putting a particular emphasis on the potential of this discipline to support clinicians in the delicate process of building patient-tailored pathways of care. MDPI 2022-04-08 /pmc/articles/PMC9028862/ /pubmed/35453977 http://dx.doi.org/10.3390/diagnostics12040929 Text en © 2022 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
Filippi, Luca
Bianconi, Francesco
Schillaci, Orazio
Spanu, Angela
Palumbo, Barbara
The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
title The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
title_full The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
title_fullStr The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
title_full_unstemmed The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
title_short The Role and Potential of (18)F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics
title_sort role and potential of (18)f-fdg pet/ct in malignant melanoma: prognostication, monitoring response to targeted and immunotherapy, and radiomics
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9028862/
https://www.ncbi.nlm.nih.gov/pubmed/35453977
http://dx.doi.org/10.3390/diagnostics12040929
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