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CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas

SIMPLE SUMMARY: In the diagnostic and therapeutic path of the ductal adenocarcinoma of the pancreas, an early detection of the lesion, a correct staging, and the consequent indication or not of the resectability are key elements. The purpose of this study is to analyze qualitative and quantitative c...

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Autores principales: D’Onofrio, Mirko, De Robertis, Riccardo, Aluffi, Gregorio, Cadore, Camilla, Beleù, Alessandro, Cardobi, Nicolò, Malleo, Giuseppe, Manfrin, Erminia, Bassi, Claudio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069159/
https://www.ncbi.nlm.nih.gov/pubmed/33924363
http://dx.doi.org/10.3390/cancers13081843
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author D’Onofrio, Mirko
De Robertis, Riccardo
Aluffi, Gregorio
Cadore, Camilla
Beleù, Alessandro
Cardobi, Nicolò
Malleo, Giuseppe
Manfrin, Erminia
Bassi, Claudio
author_facet D’Onofrio, Mirko
De Robertis, Riccardo
Aluffi, Gregorio
Cadore, Camilla
Beleù, Alessandro
Cardobi, Nicolò
Malleo, Giuseppe
Manfrin, Erminia
Bassi, Claudio
author_sort D’Onofrio, Mirko
collection PubMed
description SIMPLE SUMMARY: In the diagnostic and therapeutic path of the ductal adenocarcinoma of the pancreas, an early detection of the lesion, a correct staging, and the consequent indication or not of the resectability are key elements. The purpose of this study is to analyze qualitative and quantitative computed tomography characteristics, for the purpose of staging integration and prognostic stratification. This could be useful both to avoid neglecting potentially resectable tumors and, above all, to avoid surgically treating tumors that are not properly staged, delaying or precluding the efficacy of the pharmacological therapeutic approach. ABSTRACT: The aim of this study was to perform a simplified radiomic analysis of pancreatic ductal adenocarcinoma based on qualitative and quantitative tumor features and to compare the results between metastatic and non-metastatic patients. A search of our radiological, surgical, and pathological databases identified 1218 patients with a newly diagnosed pancreatic ductal adenocarcinoma who were referred to our Institution between January 2014 and December 2018. Computed Tomography (CT) examinations were reviewed analyzing qualitative and quantitative features. Two hundred eighty-eight patients fulfilled the inclusion criteria and were included in this study. Overall, metastases were present at diagnosis in 86/288 patients, while no metastases were identified in 202/288 patients. Ill-defined margins and a hypodense appearance on portal-phase images were significantly more common among patients with metastases compared to non-metastatic patients (p < 0.05). Metastatic tumors showed a significantly larger size and significantly lower arterial index, perfusion index, and permeability index compared to non-metastatic tumors (p < 0.05). In the management of pancreatic ductal adenocarcinoma, early detection and correct staging are key elements. The study of computerized tomography characteristics of pancreatic ductal adenocarcinoma showed substantial differences, both qualitative and quantitative, between metastatic and non-metastatic disease.
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spelling pubmed-80691592021-04-26 CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas D’Onofrio, Mirko De Robertis, Riccardo Aluffi, Gregorio Cadore, Camilla Beleù, Alessandro Cardobi, Nicolò Malleo, Giuseppe Manfrin, Erminia Bassi, Claudio Cancers (Basel) Article SIMPLE SUMMARY: In the diagnostic and therapeutic path of the ductal adenocarcinoma of the pancreas, an early detection of the lesion, a correct staging, and the consequent indication or not of the resectability are key elements. The purpose of this study is to analyze qualitative and quantitative computed tomography characteristics, for the purpose of staging integration and prognostic stratification. This could be useful both to avoid neglecting potentially resectable tumors and, above all, to avoid surgically treating tumors that are not properly staged, delaying or precluding the efficacy of the pharmacological therapeutic approach. ABSTRACT: The aim of this study was to perform a simplified radiomic analysis of pancreatic ductal adenocarcinoma based on qualitative and quantitative tumor features and to compare the results between metastatic and non-metastatic patients. A search of our radiological, surgical, and pathological databases identified 1218 patients with a newly diagnosed pancreatic ductal adenocarcinoma who were referred to our Institution between January 2014 and December 2018. Computed Tomography (CT) examinations were reviewed analyzing qualitative and quantitative features. Two hundred eighty-eight patients fulfilled the inclusion criteria and were included in this study. Overall, metastases were present at diagnosis in 86/288 patients, while no metastases were identified in 202/288 patients. Ill-defined margins and a hypodense appearance on portal-phase images were significantly more common among patients with metastases compared to non-metastatic patients (p < 0.05). Metastatic tumors showed a significantly larger size and significantly lower arterial index, perfusion index, and permeability index compared to non-metastatic tumors (p < 0.05). In the management of pancreatic ductal adenocarcinoma, early detection and correct staging are key elements. The study of computerized tomography characteristics of pancreatic ductal adenocarcinoma showed substantial differences, both qualitative and quantitative, between metastatic and non-metastatic disease. MDPI 2021-04-13 /pmc/articles/PMC8069159/ /pubmed/33924363 http://dx.doi.org/10.3390/cancers13081843 Text en © 2021 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
D’Onofrio, Mirko
De Robertis, Riccardo
Aluffi, Gregorio
Cadore, Camilla
Beleù, Alessandro
Cardobi, Nicolò
Malleo, Giuseppe
Manfrin, Erminia
Bassi, Claudio
CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas
title CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas
title_full CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas
title_fullStr CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas
title_full_unstemmed CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas
title_short CT Simplified Radiomic Approach to Assess the Metastatic Ductal Adenocarcinoma of the Pancreas
title_sort ct simplified radiomic approach to assess the metastatic ductal adenocarcinoma of the pancreas
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8069159/
https://www.ncbi.nlm.nih.gov/pubmed/33924363
http://dx.doi.org/10.3390/cancers13081843
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