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Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis
Cognitive impairment (CI) occurs in 43 to 70% of multiple sclerosis (MS) patients at both early and later disease stages. Cognitive domains typically involved in MS include attention, information processing speed, memory, and executive control. The growing use of advanced magnetic resonance imaging...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297166/ https://www.ncbi.nlm.nih.gov/pubmed/34305785 http://dx.doi.org/10.3389/fneur.2021.671894 |
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author | Zhang, Jian Cortese, Rosa De Stefano, Nicola Giorgio, Antonio |
author_facet | Zhang, Jian Cortese, Rosa De Stefano, Nicola Giorgio, Antonio |
author_sort | Zhang, Jian |
collection | PubMed |
description | Cognitive impairment (CI) occurs in 43 to 70% of multiple sclerosis (MS) patients at both early and later disease stages. Cognitive domains typically involved in MS include attention, information processing speed, memory, and executive control. The growing use of advanced magnetic resonance imaging (MRI) techniques is furthering our understanding on the altered structural connectivity (SC) and functional connectivity (FC) substrates of CI in MS. Regarding SC, different diffusion tensor imaging (DTI) measures (e.g., fractional anisotropy, diffusivities) along tractography-derived white matter (WM) tracts showed relevance toward CI. Novel diffusion MRI techniques, including diffusion kurtosis imaging, diffusion spectrum imaging, high angular resolution diffusion imaging, and neurite orientation dispersion and density imaging, showed more pathological specificity compared to the traditional DTI but require longer scan time and mathematical complexities for their interpretation. As for FC, task-based functional MRI (fMRI) has been traditionally used in MS to brain mapping the neural activity during various cognitive tasks. Analysis methods of resting fMRI (seed-based, independent component analysis, graph analysis) have been applied to uncover the functional substrates of CI in MS by revealing adaptive or maladaptive mechanisms of functional reorganization. The relevance for CI in MS of SC–FC relationships, reflecting common pathogenic mechanisms in WM and gray matter, has been recently explored by novel MRI analysis methods. This review summarizes recent advances on MRI techniques of SC and FC and their potential to provide a deeper understanding of the pathological substrates of CI in MS. |
format | Online Article Text |
id | pubmed-8297166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82971662021-07-23 Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis Zhang, Jian Cortese, Rosa De Stefano, Nicola Giorgio, Antonio Front Neurol Neurology Cognitive impairment (CI) occurs in 43 to 70% of multiple sclerosis (MS) patients at both early and later disease stages. Cognitive domains typically involved in MS include attention, information processing speed, memory, and executive control. The growing use of advanced magnetic resonance imaging (MRI) techniques is furthering our understanding on the altered structural connectivity (SC) and functional connectivity (FC) substrates of CI in MS. Regarding SC, different diffusion tensor imaging (DTI) measures (e.g., fractional anisotropy, diffusivities) along tractography-derived white matter (WM) tracts showed relevance toward CI. Novel diffusion MRI techniques, including diffusion kurtosis imaging, diffusion spectrum imaging, high angular resolution diffusion imaging, and neurite orientation dispersion and density imaging, showed more pathological specificity compared to the traditional DTI but require longer scan time and mathematical complexities for their interpretation. As for FC, task-based functional MRI (fMRI) has been traditionally used in MS to brain mapping the neural activity during various cognitive tasks. Analysis methods of resting fMRI (seed-based, independent component analysis, graph analysis) have been applied to uncover the functional substrates of CI in MS by revealing adaptive or maladaptive mechanisms of functional reorganization. The relevance for CI in MS of SC–FC relationships, reflecting common pathogenic mechanisms in WM and gray matter, has been recently explored by novel MRI analysis methods. This review summarizes recent advances on MRI techniques of SC and FC and their potential to provide a deeper understanding of the pathological substrates of CI in MS. Frontiers Media S.A. 2021-07-08 /pmc/articles/PMC8297166/ /pubmed/34305785 http://dx.doi.org/10.3389/fneur.2021.671894 Text en Copyright © 2021 Zhang, Cortese, De Stefano and Giorgio. 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 Zhang, Jian Cortese, Rosa De Stefano, Nicola Giorgio, Antonio Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis |
title | Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis |
title_full | Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis |
title_fullStr | Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis |
title_full_unstemmed | Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis |
title_short | Structural and Functional Connectivity Substrates of Cognitive Impairment in Multiple Sclerosis |
title_sort | structural and functional connectivity substrates of cognitive impairment in multiple sclerosis |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8297166/ https://www.ncbi.nlm.nih.gov/pubmed/34305785 http://dx.doi.org/10.3389/fneur.2021.671894 |
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