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[(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts

Background: The aim of this study was to evaluate the effectiveness of positron emission tomography/computed tomography with [(18)F]-fludeoxyglucose (FDG-PET/CT) and radiomics analysis in detecting differences between the native aorta and the abdominal aortic allograft after the total eradication of...

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Autores principales: Berchiolli, Raffaella, Torri, Lorenzo, Bertagna, Giulia, Canovaro, Francesco, Zanca, Roberta, Bartoli, Francesco, Mocellin, Davide Maria, Ferrari, Mauro, Erba, Paola Anna, Troisi, Nicola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689434/
https://www.ncbi.nlm.nih.gov/pubmed/36428890
http://dx.doi.org/10.3390/diagnostics12112831
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author Berchiolli, Raffaella
Torri, Lorenzo
Bertagna, Giulia
Canovaro, Francesco
Zanca, Roberta
Bartoli, Francesco
Mocellin, Davide Maria
Ferrari, Mauro
Erba, Paola Anna
Troisi, Nicola
author_facet Berchiolli, Raffaella
Torri, Lorenzo
Bertagna, Giulia
Canovaro, Francesco
Zanca, Roberta
Bartoli, Francesco
Mocellin, Davide Maria
Ferrari, Mauro
Erba, Paola Anna
Troisi, Nicola
author_sort Berchiolli, Raffaella
collection PubMed
description Background: The aim of this study was to evaluate the effectiveness of positron emission tomography/computed tomography with [(18)F]-fludeoxyglucose (FDG-PET/CT) and radiomics analysis in detecting differences between the native aorta and the abdominal aortic allograft after the total eradication of infection in patients undergoing infected graft removal and in situ reconstruction with cryopreserved allografts. Methods: Between January 2008 and December 2018, 56 vascular reconstructions with allografts have been performed at our department. The present series included 12 patients undergoing abdominal aortic in situ reconstruction with cryopreserved allografts. During the follow-up, all patients underwent a total-body [(18)F]FDG PET/CT with subsequent radiomics analysis. In all patients, a comparative analysis between the data extracted from native aorta and cryopreserved graft for each patient was performed. Results: All patients were male with a mean age of 72.8 years (range 63–84). Mean duration of follow-up was 51.3 months (range 3–120). During the follow-up, 2 patients (16.7%) needed a redo allograft-related surgical intervention. Overall, the rate of allograft dilatation was 33.3%. No patient had a redo infection during the follow-up. Radiomics analysis showed a different signature of implanted allograft and native aorta. Comparative analysis between the native aortas and cryopreserved allografts (dilated or not) showed several statistical differences for many texture features. Conclusions: The higher metabolic activity of allografts could indicate a state of immune-mediated degeneration. This theory should be proven with prospective, multicentric studies with larger sample sizes.
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spelling pubmed-96894342022-11-25 [(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts Berchiolli, Raffaella Torri, Lorenzo Bertagna, Giulia Canovaro, Francesco Zanca, Roberta Bartoli, Francesco Mocellin, Davide Maria Ferrari, Mauro Erba, Paola Anna Troisi, Nicola Diagnostics (Basel) Article Background: The aim of this study was to evaluate the effectiveness of positron emission tomography/computed tomography with [(18)F]-fludeoxyglucose (FDG-PET/CT) and radiomics analysis in detecting differences between the native aorta and the abdominal aortic allograft after the total eradication of infection in patients undergoing infected graft removal and in situ reconstruction with cryopreserved allografts. Methods: Between January 2008 and December 2018, 56 vascular reconstructions with allografts have been performed at our department. The present series included 12 patients undergoing abdominal aortic in situ reconstruction with cryopreserved allografts. During the follow-up, all patients underwent a total-body [(18)F]FDG PET/CT with subsequent radiomics analysis. In all patients, a comparative analysis between the data extracted from native aorta and cryopreserved graft for each patient was performed. Results: All patients were male with a mean age of 72.8 years (range 63–84). Mean duration of follow-up was 51.3 months (range 3–120). During the follow-up, 2 patients (16.7%) needed a redo allograft-related surgical intervention. Overall, the rate of allograft dilatation was 33.3%. No patient had a redo infection during the follow-up. Radiomics analysis showed a different signature of implanted allograft and native aorta. Comparative analysis between the native aortas and cryopreserved allografts (dilated or not) showed several statistical differences for many texture features. Conclusions: The higher metabolic activity of allografts could indicate a state of immune-mediated degeneration. This theory should be proven with prospective, multicentric studies with larger sample sizes. MDPI 2022-11-17 /pmc/articles/PMC9689434/ /pubmed/36428890 http://dx.doi.org/10.3390/diagnostics12112831 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
Berchiolli, Raffaella
Torri, Lorenzo
Bertagna, Giulia
Canovaro, Francesco
Zanca, Roberta
Bartoli, Francesco
Mocellin, Davide Maria
Ferrari, Mauro
Erba, Paola Anna
Troisi, Nicola
[(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts
title [(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts
title_full [(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts
title_fullStr [(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts
title_full_unstemmed [(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts
title_short [(18)F]-Fludeoxyglucose Positron Emission Tomography/Computed Tomography with Radiomics Analysis in Patients Undergoing Aortic In-Situ Reconstruction with Cryopreserved Allografts
title_sort [(18)f]-fludeoxyglucose positron emission tomography/computed tomography with radiomics analysis in patients undergoing aortic in-situ reconstruction with cryopreserved allografts
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689434/
https://www.ncbi.nlm.nih.gov/pubmed/36428890
http://dx.doi.org/10.3390/diagnostics12112831
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