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Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer

SIMPLE SUMMARY: The aim of this study was to evaluate PET/CT parameters to determine different prognostic groups in TNBC, in order to select patients with a high risk of relapse, for whom therapeutic escalation can be considered. We have demonstrated that the MTV, TLG and entropy of the primary brea...

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Autores principales: Bouron, Clément, Mathie, Clara, Seegers, Valérie, Morel, Olivier, Jézéquel, Pascal, Lasla, Hamza, Guillerminet, Camille, Girault, Sylvie, Lacombe, Marie, Sher, Avigaelle, Lacoeuille, Franck, Patsouris, Anne, Testard, Aude
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833829/
https://www.ncbi.nlm.nih.gov/pubmed/35158904
http://dx.doi.org/10.3390/cancers14030637
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author Bouron, Clément
Mathie, Clara
Seegers, Valérie
Morel, Olivier
Jézéquel, Pascal
Lasla, Hamza
Guillerminet, Camille
Girault, Sylvie
Lacombe, Marie
Sher, Avigaelle
Lacoeuille, Franck
Patsouris, Anne
Testard, Aude
author_facet Bouron, Clément
Mathie, Clara
Seegers, Valérie
Morel, Olivier
Jézéquel, Pascal
Lasla, Hamza
Guillerminet, Camille
Girault, Sylvie
Lacombe, Marie
Sher, Avigaelle
Lacoeuille, Franck
Patsouris, Anne
Testard, Aude
author_sort Bouron, Clément
collection PubMed
description SIMPLE SUMMARY: The aim of this study was to evaluate PET/CT parameters to determine different prognostic groups in TNBC, in order to select patients with a high risk of relapse, for whom therapeutic escalation can be considered. We have demonstrated that the MTV, TLG and entropy of the primary breast lesion could be of interest to predict the prognostic outcome of TNBC patients. ABSTRACT: (1) Background: triple-negative breast cancer (TNBC) remains a clinical and therapeutic challenge primarily affecting young women with poor prognosis. TNBC is currently treated as a single entity but presents a very diverse profile in terms of prognosis and response to treatment. Positron emission tomography/computed tomography (PET/CT) with (18)F-fluorodeoxyglucose ([(18)F]FDG) is gaining importance for the staging of breast cancers. TNBCs often show high [(18)F]FDG uptake and some studies have suggested a prognostic value for metabolic and volumetric parameters, but no study to our knowledge has examined textural features in TNBC. The objective of this study was to evaluate the association between metabolic, volumetric and textural parameters measured at the initial [(18)F]FDG PET/CT and disease-free survival (DFS) and overall survival (OS) in patients with nonmetastatic TBNC. (2) Methods: all consecutive nonmetastatic TNBC patients who underwent a [(18)F]FDG PET/CT examination upon diagnosis between 2012 and 2018 were retrospectively included. The metabolic and volumetric parameters (SUV(max), SUV(mean), SUV(peak), MTV, and TLG) and the textural features (entropy, homogeneity, SRE, LRE, LGZE, and HGZE) of the primary tumor were collected. (3) Results: 111 patients were enrolled (median follow-up: 53.6 months). In the univariate analysis, high TLG, MTV and entropy values of the primary tumor were associated with lower DFS (p = 0.008, p = 0.006 and p = 0.025, respectively) and lower OS (p = 0.002, p = 0.001 and p = 0.046, respectively). The discriminating thresholds for two-year DFS were calculated as 7.5 for MTV, 55.8 for TLG and 2.6 for entropy. The discriminating thresholds for two-year OS were calculated as 9.3 for MTV, 57.4 for TLG and 2.67 for entropy. In the multivariate analysis, lymph node involvement in PET/CT was associated with lower DFS (p = 0.036), and the high MTV of the primary tumor was correlated with lower OS (p = 0.014). (4) Conclusions: textural features associated with metabolic and volumetric parameters of baseline [(18)F]FDG PET/CT have a prognostic value for identifying high-relapse-risk groups in early TNBC patients.
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spelling pubmed-88338292022-02-12 Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer Bouron, Clément Mathie, Clara Seegers, Valérie Morel, Olivier Jézéquel, Pascal Lasla, Hamza Guillerminet, Camille Girault, Sylvie Lacombe, Marie Sher, Avigaelle Lacoeuille, Franck Patsouris, Anne Testard, Aude Cancers (Basel) Article SIMPLE SUMMARY: The aim of this study was to evaluate PET/CT parameters to determine different prognostic groups in TNBC, in order to select patients with a high risk of relapse, for whom therapeutic escalation can be considered. We have demonstrated that the MTV, TLG and entropy of the primary breast lesion could be of interest to predict the prognostic outcome of TNBC patients. ABSTRACT: (1) Background: triple-negative breast cancer (TNBC) remains a clinical and therapeutic challenge primarily affecting young women with poor prognosis. TNBC is currently treated as a single entity but presents a very diverse profile in terms of prognosis and response to treatment. Positron emission tomography/computed tomography (PET/CT) with (18)F-fluorodeoxyglucose ([(18)F]FDG) is gaining importance for the staging of breast cancers. TNBCs often show high [(18)F]FDG uptake and some studies have suggested a prognostic value for metabolic and volumetric parameters, but no study to our knowledge has examined textural features in TNBC. The objective of this study was to evaluate the association between metabolic, volumetric and textural parameters measured at the initial [(18)F]FDG PET/CT and disease-free survival (DFS) and overall survival (OS) in patients with nonmetastatic TBNC. (2) Methods: all consecutive nonmetastatic TNBC patients who underwent a [(18)F]FDG PET/CT examination upon diagnosis between 2012 and 2018 were retrospectively included. The metabolic and volumetric parameters (SUV(max), SUV(mean), SUV(peak), MTV, and TLG) and the textural features (entropy, homogeneity, SRE, LRE, LGZE, and HGZE) of the primary tumor were collected. (3) Results: 111 patients were enrolled (median follow-up: 53.6 months). In the univariate analysis, high TLG, MTV and entropy values of the primary tumor were associated with lower DFS (p = 0.008, p = 0.006 and p = 0.025, respectively) and lower OS (p = 0.002, p = 0.001 and p = 0.046, respectively). The discriminating thresholds for two-year DFS were calculated as 7.5 for MTV, 55.8 for TLG and 2.6 for entropy. The discriminating thresholds for two-year OS were calculated as 9.3 for MTV, 57.4 for TLG and 2.67 for entropy. In the multivariate analysis, lymph node involvement in PET/CT was associated with lower DFS (p = 0.036), and the high MTV of the primary tumor was correlated with lower OS (p = 0.014). (4) Conclusions: textural features associated with metabolic and volumetric parameters of baseline [(18)F]FDG PET/CT have a prognostic value for identifying high-relapse-risk groups in early TNBC patients. MDPI 2022-01-27 /pmc/articles/PMC8833829/ /pubmed/35158904 http://dx.doi.org/10.3390/cancers14030637 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 Article
Bouron, Clément
Mathie, Clara
Seegers, Valérie
Morel, Olivier
Jézéquel, Pascal
Lasla, Hamza
Guillerminet, Camille
Girault, Sylvie
Lacombe, Marie
Sher, Avigaelle
Lacoeuille, Franck
Patsouris, Anne
Testard, Aude
Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer
title Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer
title_full Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer
title_fullStr Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer
title_full_unstemmed Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer
title_short Prognostic Value of Metabolic, Volumetric and Textural Parameters of Baseline [(18)F]FDG PET/CT in Early Triple-Negative Breast Cancer
title_sort prognostic value of metabolic, volumetric and textural parameters of baseline [(18)f]fdg pet/ct in early triple-negative breast cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833829/
https://www.ncbi.nlm.nih.gov/pubmed/35158904
http://dx.doi.org/10.3390/cancers14030637
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