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Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease

Quantitative MRI is an increasingly used method to monitor disease progression in muscular disorders due to its ability to measure changes in muscle fat content (reported as fat fraction) over a short period. Being able to objectively measure such changes is crucial for the development of new treatm...

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Autores principales: Alonso-Jiménez, Alicia, Nuñez-Peralta, Claudia, Montesinos, Paula, Alonso-Pérez, Jorge, García, Carme, Montiel, Elena, Belmonte, Izaskun, Pedrosa, Irene, Segovia, Sonia, Llauger, Jaume, Díaz-Manera, Jordi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298190/
https://www.ncbi.nlm.nih.gov/pubmed/34305788
http://dx.doi.org/10.3389/fneur.2021.675781
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author Alonso-Jiménez, Alicia
Nuñez-Peralta, Claudia
Montesinos, Paula
Alonso-Pérez, Jorge
García, Carme
Montiel, Elena
Belmonte, Izaskun
Pedrosa, Irene
Segovia, Sonia
Llauger, Jaume
Díaz-Manera, Jordi
author_facet Alonso-Jiménez, Alicia
Nuñez-Peralta, Claudia
Montesinos, Paula
Alonso-Pérez, Jorge
García, Carme
Montiel, Elena
Belmonte, Izaskun
Pedrosa, Irene
Segovia, Sonia
Llauger, Jaume
Díaz-Manera, Jordi
author_sort Alonso-Jiménez, Alicia
collection PubMed
description Quantitative MRI is an increasingly used method to monitor disease progression in muscular disorders due to its ability to measure changes in muscle fat content (reported as fat fraction) over a short period. Being able to objectively measure such changes is crucial for the development of new treatments in clinical trials. However, the analysis of the images involved continues to be a daunting task because of the time needed. Whether a more specific analysis selecting individual muscles or a global one analyzing the whole thigh or compartments could be a suitable alternative has only been marginally studied. In our study we compare three methods of analysis of 2-point-dixon images in a cohort of 34 patients with late onset Pompe disease followed over a period of one year. We measured fat fraction on MRIs obtained at baseline and at year 1, and we calculated the increment of fat fraction. We correlated the results obtained with the results of muscle function tests to investigate whether the three methods of analysis were equivalent or not. We observed significant differences between the three methods in the estimation of the fat fraction at both baseline and year 1, but no difference was found in the increment in fat fraction between baseline and year 1. When we correlated the fat fraction obtained with each method and the muscle function tests, we found a significant correlation with most tests in all three methods, although in most comparisons the highest correlation coefficient was found with the analysis of individual muscles. We conclude that the fastest strategy of analysis assessing compartments or the whole thigh could be reliable for certain cohorts of patients where the variable to study is the fat increment. In other sorts of studies, an individual muscle approach seems the most reliable technique.
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spelling pubmed-82981902021-07-24 Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease Alonso-Jiménez, Alicia Nuñez-Peralta, Claudia Montesinos, Paula Alonso-Pérez, Jorge García, Carme Montiel, Elena Belmonte, Izaskun Pedrosa, Irene Segovia, Sonia Llauger, Jaume Díaz-Manera, Jordi Front Neurol Neurology Quantitative MRI is an increasingly used method to monitor disease progression in muscular disorders due to its ability to measure changes in muscle fat content (reported as fat fraction) over a short period. Being able to objectively measure such changes is crucial for the development of new treatments in clinical trials. However, the analysis of the images involved continues to be a daunting task because of the time needed. Whether a more specific analysis selecting individual muscles or a global one analyzing the whole thigh or compartments could be a suitable alternative has only been marginally studied. In our study we compare three methods of analysis of 2-point-dixon images in a cohort of 34 patients with late onset Pompe disease followed over a period of one year. We measured fat fraction on MRIs obtained at baseline and at year 1, and we calculated the increment of fat fraction. We correlated the results obtained with the results of muscle function tests to investigate whether the three methods of analysis were equivalent or not. We observed significant differences between the three methods in the estimation of the fat fraction at both baseline and year 1, but no difference was found in the increment in fat fraction between baseline and year 1. When we correlated the fat fraction obtained with each method and the muscle function tests, we found a significant correlation with most tests in all three methods, although in most comparisons the highest correlation coefficient was found with the analysis of individual muscles. We conclude that the fastest strategy of analysis assessing compartments or the whole thigh could be reliable for certain cohorts of patients where the variable to study is the fat increment. In other sorts of studies, an individual muscle approach seems the most reliable technique. Frontiers Media S.A. 2021-07-08 /pmc/articles/PMC8298190/ /pubmed/34305788 http://dx.doi.org/10.3389/fneur.2021.675781 Text en Copyright © 2021 Alonso-Jiménez, Nuñez-Peralta, Montesinos, Alonso-Pérez, García, Montiel, Belmonte, Pedrosa, Segovia, Llauger and Díaz-Manera. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neurology
Alonso-Jiménez, Alicia
Nuñez-Peralta, Claudia
Montesinos, Paula
Alonso-Pérez, Jorge
García, Carme
Montiel, Elena
Belmonte, Izaskun
Pedrosa, Irene
Segovia, Sonia
Llauger, Jaume
Díaz-Manera, Jordi
Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease
title Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease
title_full Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease
title_fullStr Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease
title_full_unstemmed Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease
title_short Different Approaches to Analyze Muscle Fat Replacement With Dixon MRI in Pompe Disease
title_sort different approaches to analyze muscle fat replacement with dixon mri in pompe disease
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8298190/
https://www.ncbi.nlm.nih.gov/pubmed/34305788
http://dx.doi.org/10.3389/fneur.2021.675781
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