Cargando…

Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy

Objective: a considerable subgroup of meningiomas (MN) exhibit indolent and insidious growth. Strategies to detect earlier treatment responses based on tumour biology rather than on size can be useful. We aimed to characterize therapy-induced changes in the apparent diffusion coefficient (ADC) of MN...

Descripción completa

Detalles Bibliográficos
Autores principales: Feraco, Paola, Scartoni, Daniele, Porretti, Giulia, Pertile, Riccardo, Donner, Davide, Picori, Lorena, Amelio, Dante
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469991/
https://www.ncbi.nlm.nih.gov/pubmed/34574025
http://dx.doi.org/10.3390/diagnostics11091684
_version_ 1784574083372941312
author Feraco, Paola
Scartoni, Daniele
Porretti, Giulia
Pertile, Riccardo
Donner, Davide
Picori, Lorena
Amelio, Dante
author_facet Feraco, Paola
Scartoni, Daniele
Porretti, Giulia
Pertile, Riccardo
Donner, Davide
Picori, Lorena
Amelio, Dante
author_sort Feraco, Paola
collection PubMed
description Objective: a considerable subgroup of meningiomas (MN) exhibit indolent and insidious growth. Strategies to detect earlier treatment responses based on tumour biology rather than on size can be useful. We aimed to characterize therapy-induced changes in the apparent diffusion coefficient (ADC) of MN treated with proton-therapy (PT), determining whether the pre- and early post-treatment ADC values may predict tumour response. Methods: Forty-four subjects with MN treated with PT were retrospectively enrolled. All patients underwent conventional magnetic resonance imaging (MRI) including diffusion-weighted imaging (DWI) at baseline and each 3 months for a follow-up period up to 36 months after the beginning of PT. Mean relative ADC (rADCm) values of 46 MN were measured at each exam. The volume variation percentage (VV) for each MN was calculated. The Wilcoxon test was used to assess the differences in rADCm values between pre-treatment and post-treatment exams. Patients were grouped in terms of VV (threshold −20%). A p < 0.05 was considered statistically significant for all the tests. Results: A significant progressive increase of rADCm values was detected at each time point when compared to baseline rADCm (p < 0.05). Subjects that showed higher pre-treatment rADCm values had no significant volume changes or showed volume increase, while subjects that showed a VV < −20% had significantly lower pre-treatment rADCm values. Higher and earlier rADCm increases (3 months) are related to greater volume reduction. Conclusion: In MN treated with PT, pre-treatment rADCm values and longitudinal rADCm changes may predict treatment response.
format Online
Article
Text
id pubmed-8469991
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-84699912021-09-27 Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy Feraco, Paola Scartoni, Daniele Porretti, Giulia Pertile, Riccardo Donner, Davide Picori, Lorena Amelio, Dante Diagnostics (Basel) Article Objective: a considerable subgroup of meningiomas (MN) exhibit indolent and insidious growth. Strategies to detect earlier treatment responses based on tumour biology rather than on size can be useful. We aimed to characterize therapy-induced changes in the apparent diffusion coefficient (ADC) of MN treated with proton-therapy (PT), determining whether the pre- and early post-treatment ADC values may predict tumour response. Methods: Forty-four subjects with MN treated with PT were retrospectively enrolled. All patients underwent conventional magnetic resonance imaging (MRI) including diffusion-weighted imaging (DWI) at baseline and each 3 months for a follow-up period up to 36 months after the beginning of PT. Mean relative ADC (rADCm) values of 46 MN were measured at each exam. The volume variation percentage (VV) for each MN was calculated. The Wilcoxon test was used to assess the differences in rADCm values between pre-treatment and post-treatment exams. Patients were grouped in terms of VV (threshold −20%). A p < 0.05 was considered statistically significant for all the tests. Results: A significant progressive increase of rADCm values was detected at each time point when compared to baseline rADCm (p < 0.05). Subjects that showed higher pre-treatment rADCm values had no significant volume changes or showed volume increase, while subjects that showed a VV < −20% had significantly lower pre-treatment rADCm values. Higher and earlier rADCm increases (3 months) are related to greater volume reduction. Conclusion: In MN treated with PT, pre-treatment rADCm values and longitudinal rADCm changes may predict treatment response. MDPI 2021-09-15 /pmc/articles/PMC8469991/ /pubmed/34574025 http://dx.doi.org/10.3390/diagnostics11091684 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
Feraco, Paola
Scartoni, Daniele
Porretti, Giulia
Pertile, Riccardo
Donner, Davide
Picori, Lorena
Amelio, Dante
Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy
title Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy
title_full Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy
title_fullStr Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy
title_full_unstemmed Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy
title_short Predict Treatment Response by Magnetic Resonance Diffusion Weighted Imaging: A Preliminary Study on 46 Meningiomas Treated with Proton-Therapy
title_sort predict treatment response by magnetic resonance diffusion weighted imaging: a preliminary study on 46 meningiomas treated with proton-therapy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469991/
https://www.ncbi.nlm.nih.gov/pubmed/34574025
http://dx.doi.org/10.3390/diagnostics11091684
work_keys_str_mv AT feracopaola predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy
AT scartonidaniele predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy
AT porrettigiulia predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy
AT pertilericcardo predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy
AT donnerdavide predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy
AT picorilorena predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy
AT ameliodante predicttreatmentresponsebymagneticresonancediffusionweightedimagingapreliminarystudyon46meningiomastreatedwithprotontherapy