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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7072333 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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