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Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma

Rationale: Therapy response evaluation by (18)F-fluorodeoxyglucose PET/CT (FDG PET) has become a powerful tool for the discrimination of responders from non-responders in pediatric Hodgkin lymphoma (HL). Recently, volumetric analyses have been regarded as a valuable tool for disease prognostication...

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Autores principales: Lopci, Egesta, Elia, Caterina, Catalfamo, Barbara, Burnelli, Roberta, De Re, Valli, Mussolin, Lara, Piccardo, Arnoldo, Cistaro, Angelina, Borsatti, Eugenio, Zucchetta, Pietro, Bianchi, Maurizio, Buffardi, Salvatore, Farruggia, Piero, Garaventa, Alberto, Sala, Alessandra, Vinti, Luciana, Mauz-Koerholz, Christine, Mascarin, Maurizio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605658/
https://www.ncbi.nlm.nih.gov/pubmed/36294544
http://dx.doi.org/10.3390/jcm11206223
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author Lopci, Egesta
Elia, Caterina
Catalfamo, Barbara
Burnelli, Roberta
De Re, Valli
Mussolin, Lara
Piccardo, Arnoldo
Cistaro, Angelina
Borsatti, Eugenio
Zucchetta, Pietro
Bianchi, Maurizio
Buffardi, Salvatore
Farruggia, Piero
Garaventa, Alberto
Sala, Alessandra
Vinti, Luciana
Mauz-Koerholz, Christine
Mascarin, Maurizio
author_facet Lopci, Egesta
Elia, Caterina
Catalfamo, Barbara
Burnelli, Roberta
De Re, Valli
Mussolin, Lara
Piccardo, Arnoldo
Cistaro, Angelina
Borsatti, Eugenio
Zucchetta, Pietro
Bianchi, Maurizio
Buffardi, Salvatore
Farruggia, Piero
Garaventa, Alberto
Sala, Alessandra
Vinti, Luciana
Mauz-Koerholz, Christine
Mascarin, Maurizio
author_sort Lopci, Egesta
collection PubMed
description Rationale: Therapy response evaluation by (18)F-fluorodeoxyglucose PET/CT (FDG PET) has become a powerful tool for the discrimination of responders from non-responders in pediatric Hodgkin lymphoma (HL). Recently, volumetric analyses have been regarded as a valuable tool for disease prognostication and biological characterization in cancer. Given the multitude of methods available for volumetric analysis in HL, the AIEOP Hodgkin Lymphoma Study Group has designed a prospective analysis of the Italian cohort enrolled in the EuroNet-PHL-C2 trial. Methods: Primarily, the study aimed to compare the different segmentation techniques used for volumetric assessment in HL patients at baseline (PET1) and during therapy: early (PET2) and late assessment (PET3). Overall, 50 patients and 150 scans were investigated for the current analysis. A dedicated software was used to semi-automatically delineate contours of the lesions by using different threshold methods. More specifically, four methods were applied: (1) fixed 41% threshold of the maximum standardized uptake value (SUVmax) within the respective lymphoma site (V41%), (2) fixed absolute SUV threshold of 2.5 (V2.5); (3) SUVmax(lesion)/SUVmean liver >1.5 (Vliver); (4) adaptive method (AM). All parameters obtained from the different methods were analyzed with respect to response. Results: Among the different methods investigated, the strongest correlation was observed between AM and Vliver (rho > 0.9; p < 0.001 for SUVmean, MTV and TLG at all scan timing), along with V2.5 and AM or Vliver (rho 0.98, p < 0.001 for TLG at baseline; rho > 0.9; p < 0.001 for SUVmean, MTV and TLG at PET2 and PET3, respectively). To determine the best segmentation method, we applied logistic regression and correlated different results with Deauville scores at late evaluation. Logistic regression demonstrated that MTV (metabolic tumor volume) and TLG (total lesion glycolysis) computation according to V2.5 and Vliver significantly correlated to response to treatment (p = 0.01 and 0.04 for MTV and 0.03 and 0.04 for TLG, respectively). SUVmean also resulted in significant correlation as absolute value or variation. Conclusions: The best correlation for volumetric analysis was documented for AM and Vliver, followed by V2.5. The volumetric analyses obtained from V2.5 and Vliver significantly correlated to response to therapy, proving to be preferred thresholds in our pediatric HL cohort.
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spelling pubmed-96056582022-10-27 Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma Lopci, Egesta Elia, Caterina Catalfamo, Barbara Burnelli, Roberta De Re, Valli Mussolin, Lara Piccardo, Arnoldo Cistaro, Angelina Borsatti, Eugenio Zucchetta, Pietro Bianchi, Maurizio Buffardi, Salvatore Farruggia, Piero Garaventa, Alberto Sala, Alessandra Vinti, Luciana Mauz-Koerholz, Christine Mascarin, Maurizio J Clin Med Article Rationale: Therapy response evaluation by (18)F-fluorodeoxyglucose PET/CT (FDG PET) has become a powerful tool for the discrimination of responders from non-responders in pediatric Hodgkin lymphoma (HL). Recently, volumetric analyses have been regarded as a valuable tool for disease prognostication and biological characterization in cancer. Given the multitude of methods available for volumetric analysis in HL, the AIEOP Hodgkin Lymphoma Study Group has designed a prospective analysis of the Italian cohort enrolled in the EuroNet-PHL-C2 trial. Methods: Primarily, the study aimed to compare the different segmentation techniques used for volumetric assessment in HL patients at baseline (PET1) and during therapy: early (PET2) and late assessment (PET3). Overall, 50 patients and 150 scans were investigated for the current analysis. A dedicated software was used to semi-automatically delineate contours of the lesions by using different threshold methods. More specifically, four methods were applied: (1) fixed 41% threshold of the maximum standardized uptake value (SUVmax) within the respective lymphoma site (V41%), (2) fixed absolute SUV threshold of 2.5 (V2.5); (3) SUVmax(lesion)/SUVmean liver >1.5 (Vliver); (4) adaptive method (AM). All parameters obtained from the different methods were analyzed with respect to response. Results: Among the different methods investigated, the strongest correlation was observed between AM and Vliver (rho > 0.9; p < 0.001 for SUVmean, MTV and TLG at all scan timing), along with V2.5 and AM or Vliver (rho 0.98, p < 0.001 for TLG at baseline; rho > 0.9; p < 0.001 for SUVmean, MTV and TLG at PET2 and PET3, respectively). To determine the best segmentation method, we applied logistic regression and correlated different results with Deauville scores at late evaluation. Logistic regression demonstrated that MTV (metabolic tumor volume) and TLG (total lesion glycolysis) computation according to V2.5 and Vliver significantly correlated to response to treatment (p = 0.01 and 0.04 for MTV and 0.03 and 0.04 for TLG, respectively). SUVmean also resulted in significant correlation as absolute value or variation. Conclusions: The best correlation for volumetric analysis was documented for AM and Vliver, followed by V2.5. The volumetric analyses obtained from V2.5 and Vliver significantly correlated to response to therapy, proving to be preferred thresholds in our pediatric HL cohort. MDPI 2022-10-21 /pmc/articles/PMC9605658/ /pubmed/36294544 http://dx.doi.org/10.3390/jcm11206223 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
Lopci, Egesta
Elia, Caterina
Catalfamo, Barbara
Burnelli, Roberta
De Re, Valli
Mussolin, Lara
Piccardo, Arnoldo
Cistaro, Angelina
Borsatti, Eugenio
Zucchetta, Pietro
Bianchi, Maurizio
Buffardi, Salvatore
Farruggia, Piero
Garaventa, Alberto
Sala, Alessandra
Vinti, Luciana
Mauz-Koerholz, Christine
Mascarin, Maurizio
Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma
title Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma
title_full Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma
title_fullStr Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma
title_full_unstemmed Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma
title_short Prospective Evaluation of Different Methods for Volumetric Analysis on [(18)F]FDG PET/CT in Pediatric Hodgkin Lymphoma
title_sort prospective evaluation of different methods for volumetric analysis on [(18)f]fdg pet/ct in pediatric hodgkin lymphoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9605658/
https://www.ncbi.nlm.nih.gov/pubmed/36294544
http://dx.doi.org/10.3390/jcm11206223
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