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Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis
Cortical demyelination occurs early in multiple sclerosis (MS) and relates to disease outcome. The brain cortex has endogenous propensity for remyelination as proven from histopathology study. In this study, we aimed at characterizing cortical microstructural abnormalities related to myelin content...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446537/ https://www.ncbi.nlm.nih.gov/pubmed/34539559 http://dx.doi.org/10.3389/fneur.2021.714820 |
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author | Barletta, Valeria Herranz, Elena Treaba, Constantina A. Mehndiratta, Ambica Ouellette, Russell Mangeat, Gabriel Granberg, Tobias Sloane, Jacob A. Klawiter, Eric C. Cohen-Adad, Julien Mainero, Caterina |
author_facet | Barletta, Valeria Herranz, Elena Treaba, Constantina A. Mehndiratta, Ambica Ouellette, Russell Mangeat, Gabriel Granberg, Tobias Sloane, Jacob A. Klawiter, Eric C. Cohen-Adad, Julien Mainero, Caterina |
author_sort | Barletta, Valeria |
collection | PubMed |
description | Cortical demyelination occurs early in multiple sclerosis (MS) and relates to disease outcome. The brain cortex has endogenous propensity for remyelination as proven from histopathology study. In this study, we aimed at characterizing cortical microstructural abnormalities related to myelin content by applying a novel quantitative MRI technique in early MS. A combined myelin estimation (CME) cortical map was obtained from quantitative 7-Tesla (7T) T [Formula: see text] and T(1) acquisitions in 25 patients with early MS and 19 healthy volunteers. Cortical lesions in MS patients were classified based on their myelin content by comparison with CME values in healthy controls as demyelinated, partially demyelinated, or non-demyelinated. At follow-up, we registered changes in cortical lesions as increased, decreased, or stable CME. Vertex-wise analysis compared cortical CME in the normal-appearing cortex in 25 MS patients vs. 19 healthy controls at baseline and investigated longitudinal changes at 1 year in 10 MS patients. Measurements from the neurite orientation dispersion and density imaging (NODDI) diffusion model were obtained to account for cortical neurite/dendrite loss at baseline and follow-up. Finally, CME maps were correlated with clinical metrics. CME was overall low in cortical lesions (p = 0.03) and several normal-appearing cortical areas (p < 0.05) in the absence of NODDI abnormalities. Individual cortical lesion analysis revealed, however, heterogeneous CME patterns from extensive to partial or absent demyelination. At follow-up, CME overall decreased in cortical lesions and non-lesioned cortex, with few areas showing an increase (p < 0.05). Cortical CME maps correlated with processing speed in several areas across the cortex. In conclusion, CME allows detection of cortical microstructural changes related to coexisting demyelination and remyelination since the early phases of MS, and shows to be more sensitive than NODDI and relates to cognitive performance. |
format | Online Article Text |
id | pubmed-8446537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84465372021-09-18 Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis Barletta, Valeria Herranz, Elena Treaba, Constantina A. Mehndiratta, Ambica Ouellette, Russell Mangeat, Gabriel Granberg, Tobias Sloane, Jacob A. Klawiter, Eric C. Cohen-Adad, Julien Mainero, Caterina Front Neurol Neurology Cortical demyelination occurs early in multiple sclerosis (MS) and relates to disease outcome. The brain cortex has endogenous propensity for remyelination as proven from histopathology study. In this study, we aimed at characterizing cortical microstructural abnormalities related to myelin content by applying a novel quantitative MRI technique in early MS. A combined myelin estimation (CME) cortical map was obtained from quantitative 7-Tesla (7T) T [Formula: see text] and T(1) acquisitions in 25 patients with early MS and 19 healthy volunteers. Cortical lesions in MS patients were classified based on their myelin content by comparison with CME values in healthy controls as demyelinated, partially demyelinated, or non-demyelinated. At follow-up, we registered changes in cortical lesions as increased, decreased, or stable CME. Vertex-wise analysis compared cortical CME in the normal-appearing cortex in 25 MS patients vs. 19 healthy controls at baseline and investigated longitudinal changes at 1 year in 10 MS patients. Measurements from the neurite orientation dispersion and density imaging (NODDI) diffusion model were obtained to account for cortical neurite/dendrite loss at baseline and follow-up. Finally, CME maps were correlated with clinical metrics. CME was overall low in cortical lesions (p = 0.03) and several normal-appearing cortical areas (p < 0.05) in the absence of NODDI abnormalities. Individual cortical lesion analysis revealed, however, heterogeneous CME patterns from extensive to partial or absent demyelination. At follow-up, CME overall decreased in cortical lesions and non-lesioned cortex, with few areas showing an increase (p < 0.05). Cortical CME maps correlated with processing speed in several areas across the cortex. In conclusion, CME allows detection of cortical microstructural changes related to coexisting demyelination and remyelination since the early phases of MS, and shows to be more sensitive than NODDI and relates to cognitive performance. Frontiers Media S.A. 2021-09-03 /pmc/articles/PMC8446537/ /pubmed/34539559 http://dx.doi.org/10.3389/fneur.2021.714820 Text en Copyright © 2021 Barletta, Herranz, Treaba, Mehndiratta, Ouellette, Mangeat, Granberg, Sloane, Klawiter, Cohen-Adad and Mainero. 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 Barletta, Valeria Herranz, Elena Treaba, Constantina A. Mehndiratta, Ambica Ouellette, Russell Mangeat, Gabriel Granberg, Tobias Sloane, Jacob A. Klawiter, Eric C. Cohen-Adad, Julien Mainero, Caterina Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis |
title | Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis |
title_full | Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis |
title_fullStr | Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis |
title_full_unstemmed | Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis |
title_short | Quantitative 7-Tesla Imaging of Cortical Myelin Changes in Early Multiple Sclerosis |
title_sort | quantitative 7-tesla imaging of cortical myelin changes in early multiple sclerosis |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8446537/ https://www.ncbi.nlm.nih.gov/pubmed/34539559 http://dx.doi.org/10.3389/fneur.2021.714820 |
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