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Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer

BACKGROUND: The aim of the study was to evaluate diagnostic performance of functional parameters derived by conventional mono-exponential approach of diffusion weighted imaging (DWI) and by diffusion kurtosis imaging (DKI) in the assessment of pancreatic tumours treated with electrochemotherapy (ECT...

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Autores principales: Granata, Vincenza, Fusco, Roberta, Setola, Sergio Venanzio, Palaia, Raffaele, Albino, Vittorio, Piccirillo, Mauro, Grimm, Robert, Petrillo, Antonella, Izzo, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Sciendo 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6411027/
https://www.ncbi.nlm.nih.gov/pubmed/30681974
http://dx.doi.org/10.2478/raon-2019-0004
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author Granata, Vincenza
Fusco, Roberta
Setola, Sergio Venanzio
Palaia, Raffaele
Albino, Vittorio
Piccirillo, Mauro
Grimm, Robert
Petrillo, Antonella
Izzo, Francesco
author_facet Granata, Vincenza
Fusco, Roberta
Setola, Sergio Venanzio
Palaia, Raffaele
Albino, Vittorio
Piccirillo, Mauro
Grimm, Robert
Petrillo, Antonella
Izzo, Francesco
author_sort Granata, Vincenza
collection PubMed
description BACKGROUND: The aim of the study was to evaluate diagnostic performance of functional parameters derived by conventional mono-exponential approach of diffusion weighted imaging (DWI) and by diffusion kurtosis imaging (DKI) in the assessment of pancreatic tumours treated with electrochemotherapy (ECT). PATIENTS AND METHODS: Twenty-one consecutive patients with locally advanced pancreatic adenocarcinoma subjected to ECT were enrolled in a clinical approved trial. Among twenty-one enrolled patients, 13/21 (61.9%) patients were subjected to MRI before and after ECT. DWI was performed with a 1.5 T scanner; a free breathing axial single shot echo planar DWI pulse sequence parameters were acquired using seven b value = 0, 50, 100, 150, 400, 800, 1000 s/mm(2). Apparent diffusion coefficient by conventional mono-exponential approach and mean of diffusion coefficient (MD) and mean of diffusional kurtosis (MK) by DKI approach were derived from DWI. Receiver operating characteristic (ROC) analysis was performed and sensitivity, specificity, positive and negative predictive value were calculated. RESULTS: Among investigated diffusion parameters, only the MD derived by DKI showed a significant variation of values between pre and post treatment (p = 0.02 at Wilcoxon test) and a significant statistically difference for percentage change between responders and not responders (p = 0.01 at Kruskal Wallis test). MD had a good diagnostic performance with a sensitivity of 80%, a specificity of 100% and area under ROC of 0.933. CONCLUSIONS: MD derived by DKI allows identifying responders and not responders patients subject to ECT treatment. MD had higher diagnostic performance to assess ECT response compared to conventional DWI derived parameters.
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spelling pubmed-64110272019-03-13 Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer Granata, Vincenza Fusco, Roberta Setola, Sergio Venanzio Palaia, Raffaele Albino, Vittorio Piccirillo, Mauro Grimm, Robert Petrillo, Antonella Izzo, Francesco Radiol Oncol Research Article BACKGROUND: The aim of the study was to evaluate diagnostic performance of functional parameters derived by conventional mono-exponential approach of diffusion weighted imaging (DWI) and by diffusion kurtosis imaging (DKI) in the assessment of pancreatic tumours treated with electrochemotherapy (ECT). PATIENTS AND METHODS: Twenty-one consecutive patients with locally advanced pancreatic adenocarcinoma subjected to ECT were enrolled in a clinical approved trial. Among twenty-one enrolled patients, 13/21 (61.9%) patients were subjected to MRI before and after ECT. DWI was performed with a 1.5 T scanner; a free breathing axial single shot echo planar DWI pulse sequence parameters were acquired using seven b value = 0, 50, 100, 150, 400, 800, 1000 s/mm(2). Apparent diffusion coefficient by conventional mono-exponential approach and mean of diffusion coefficient (MD) and mean of diffusional kurtosis (MK) by DKI approach were derived from DWI. Receiver operating characteristic (ROC) analysis was performed and sensitivity, specificity, positive and negative predictive value were calculated. RESULTS: Among investigated diffusion parameters, only the MD derived by DKI showed a significant variation of values between pre and post treatment (p = 0.02 at Wilcoxon test) and a significant statistically difference for percentage change between responders and not responders (p = 0.01 at Kruskal Wallis test). MD had a good diagnostic performance with a sensitivity of 80%, a specificity of 100% and area under ROC of 0.933. CONCLUSIONS: MD derived by DKI allows identifying responders and not responders patients subject to ECT treatment. MD had higher diagnostic performance to assess ECT response compared to conventional DWI derived parameters. Sciendo 2019-01-19 /pmc/articles/PMC6411027/ /pubmed/30681974 http://dx.doi.org/10.2478/raon-2019-0004 Text en © 2019 Vincenza Granata, Roberta Fusco, Sergio Venanzio Setola, Raffaele Palaia, Vittorio Albino, Mauro Piccirillo, Robert Grimm, Antonella Petrillo, Francesco Izzo published by Sciendo http://creativecommons.org/licenses/by-nc-nd/3.0 This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
spellingShingle Research Article
Granata, Vincenza
Fusco, Roberta
Setola, Sergio Venanzio
Palaia, Raffaele
Albino, Vittorio
Piccirillo, Mauro
Grimm, Robert
Petrillo, Antonella
Izzo, Francesco
Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer
title Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer
title_full Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer
title_fullStr Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer
title_full_unstemmed Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer
title_short Diffusion Kurtosis Imaging and Conventional Diffusion Weighted Imaging to Assess Electrochemotherapy Response in Locally Advanced Pancreatic Cancer
title_sort diffusion kurtosis imaging and conventional diffusion weighted imaging to assess electrochemotherapy response in locally advanced pancreatic cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6411027/
https://www.ncbi.nlm.nih.gov/pubmed/30681974
http://dx.doi.org/10.2478/raon-2019-0004
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