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Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis

Evaluation of myelin by magnetic resonance imaging (MRI) is a difficult challenge, but holds promise in demyelinating diseases, such as multiple sclerosis (MS). Although multiple techniques have been developed, no gold standard has been established. This study aims to evaluate the correlation betwee...

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Autores principales: Saccenti, Laetitia, Hagiwara, Akifumi, Andica, Christina, Yokoyama, Kazumasa, Fujita, Shohei, Kato, Shimpei, Maekawa, Tomoko, Kamagata, Koji, Le Berre, Alice, Hori, Masaaki, Wada, Akihiko, Tateishi, Ukihide, Hattori, Nobutaka, Aoki, Shigeki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7072333/
https://www.ncbi.nlm.nih.gov/pubmed/32046340
http://dx.doi.org/10.3390/cells9020393
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author Saccenti, Laetitia
Hagiwara, Akifumi
Andica, Christina
Yokoyama, Kazumasa
Fujita, Shohei
Kato, Shimpei
Maekawa, Tomoko
Kamagata, Koji
Le Berre, Alice
Hori, Masaaki
Wada, Akihiko
Tateishi, Ukihide
Hattori, Nobutaka
Aoki, Shigeki
author_facet Saccenti, Laetitia
Hagiwara, Akifumi
Andica, Christina
Yokoyama, Kazumasa
Fujita, Shohei
Kato, Shimpei
Maekawa, Tomoko
Kamagata, Koji
Le Berre, Alice
Hori, Masaaki
Wada, Akihiko
Tateishi, Ukihide
Hattori, Nobutaka
Aoki, Shigeki
author_sort Saccenti, Laetitia
collection PubMed
description Evaluation of myelin by magnetic resonance imaging (MRI) is a difficult challenge, but holds promise in demyelinating diseases, such as multiple sclerosis (MS). Although multiple techniques have been developed, no gold standard has been established. This study aims to evaluate the correlation between synthetic MRI myelin volume fraction (SyMRI(MVF)) and myelin fraction estimated by other techniques, i.e., magnetization transfer saturation (MTsat), T1-weighted images divided by T2-weighted images (T1w/T2w), and radial diffusivity (RD) in patients with MS. We also compared the sensitivities of these techniques for detecting MS-related myelin damage. SyMRI(MVF), MTsat, T1w/T2w, and RD were averaged on plaque, periplaque white matter, and normal-appearing white matter (NAWM). Pairwise correlation was calculated using Spearman’s correlation analysis. For all segmented regions, strong correlations were found between SyMRI(MVF) and T1w/T2w (Rho = 0.89), MTsat (Rho = 0.82), or RD (Rho = −0.75). For each technique, the average estimated myelin differed significantly among regions, but the percentage change of NAWM from both periplaque white matter and plaque were highest in SyMRI(MVF). SyMRI(MVF) might be suitable for myelin evaluation in MS patients, with relevant results as compared to other well-studied techniques. Moreover, it presented better sensitivity for the detection of the difference between plaque or periplaque white matter and NAWM.
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spelling pubmed-70723332020-03-19 Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis Saccenti, Laetitia Hagiwara, Akifumi Andica, Christina Yokoyama, Kazumasa Fujita, Shohei Kato, Shimpei Maekawa, Tomoko Kamagata, Koji Le Berre, Alice Hori, Masaaki Wada, Akihiko Tateishi, Ukihide Hattori, Nobutaka Aoki, Shigeki Cells Article Evaluation of myelin by magnetic resonance imaging (MRI) is a difficult challenge, but holds promise in demyelinating diseases, such as multiple sclerosis (MS). Although multiple techniques have been developed, no gold standard has been established. This study aims to evaluate the correlation between synthetic MRI myelin volume fraction (SyMRI(MVF)) and myelin fraction estimated by other techniques, i.e., magnetization transfer saturation (MTsat), T1-weighted images divided by T2-weighted images (T1w/T2w), and radial diffusivity (RD) in patients with MS. We also compared the sensitivities of these techniques for detecting MS-related myelin damage. SyMRI(MVF), MTsat, T1w/T2w, and RD were averaged on plaque, periplaque white matter, and normal-appearing white matter (NAWM). Pairwise correlation was calculated using Spearman’s correlation analysis. For all segmented regions, strong correlations were found between SyMRI(MVF) and T1w/T2w (Rho = 0.89), MTsat (Rho = 0.82), or RD (Rho = −0.75). For each technique, the average estimated myelin differed significantly among regions, but the percentage change of NAWM from both periplaque white matter and plaque were highest in SyMRI(MVF). SyMRI(MVF) might be suitable for myelin evaluation in MS patients, with relevant results as compared to other well-studied techniques. Moreover, it presented better sensitivity for the detection of the difference between plaque or periplaque white matter and NAWM. MDPI 2020-02-08 /pmc/articles/PMC7072333/ /pubmed/32046340 http://dx.doi.org/10.3390/cells9020393 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Saccenti, Laetitia
Hagiwara, Akifumi
Andica, Christina
Yokoyama, Kazumasa
Fujita, Shohei
Kato, Shimpei
Maekawa, Tomoko
Kamagata, Koji
Le Berre, Alice
Hori, Masaaki
Wada, Akihiko
Tateishi, Ukihide
Hattori, Nobutaka
Aoki, Shigeki
Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
title Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
title_full Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
title_fullStr Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
title_full_unstemmed Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
title_short Myelin Measurement Using Quantitative Magnetic Resonance Imaging: A Correlation Study Comparing Various Imaging Techniques in Patients with Multiple Sclerosis
title_sort myelin measurement using quantitative magnetic resonance imaging: a correlation study comparing various imaging techniques in patients with multiple sclerosis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7072333/
https://www.ncbi.nlm.nih.gov/pubmed/32046340
http://dx.doi.org/10.3390/cells9020393
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