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Structural brain networks and functional motor outcome after stroke—a prospective cohort study

The time course of topological reorganization that occurs in the structural connectome after an ischaemic stroke is currently not well understood. We aimed to determine the evolution of structural brain networks in stroke patients with motor deficits and relate changes in their global topology to re...

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Autores principales: Schlemm, Eckhard, Schulz, Robert, Bönstrup, Marlene, Krawinkel, Lutz, Fiehler, Jens, Gerloff, Christian, Thomalla, Götz, Cheng, Bastian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7425342/
https://www.ncbi.nlm.nih.gov/pubmed/32954275
http://dx.doi.org/10.1093/braincomms/fcaa001
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author Schlemm, Eckhard
Schulz, Robert
Bönstrup, Marlene
Krawinkel, Lutz
Fiehler, Jens
Gerloff, Christian
Thomalla, Götz
Cheng, Bastian
author_facet Schlemm, Eckhard
Schulz, Robert
Bönstrup, Marlene
Krawinkel, Lutz
Fiehler, Jens
Gerloff, Christian
Thomalla, Götz
Cheng, Bastian
author_sort Schlemm, Eckhard
collection PubMed
description The time course of topological reorganization that occurs in the structural connectome after an ischaemic stroke is currently not well understood. We aimed to determine the evolution of structural brain networks in stroke patients with motor deficits and relate changes in their global topology to residual symptom burden and functional impairment. In this prospective cohort study, ischaemic stroke patients with supratentorial infarcts and motor symptoms were assessed longitudinally by advanced diffusion MRI and detailed clinical testing of upper extremity motor function at four time points from the acute to the chronic stage. For each time point, structural connectomes were reconstructed, and whole-hemisphere global network topology was quantified in terms of integration and segregation parameters. Using non-linear joint mixed-effects regression modelling, network evolution was related to lesion volume and clinical outcome. Thirty patients were included for analysis. Graph-theoretical analysis demonstrated that, over time, brain networks became less integrated and more segregated with decreasing global efficiency and increasing modularity. Changes occurred in both stroke and intact hemispheres and, in the latter, were positively associated with lesion volume. Greater change in topology was associated with larger residual symptom burden and greater motor impairment 1, 3 and 12 months after stroke. After ischaemic stroke, brain networks underwent characteristic changes in both ipsi- and contralesional hemispheres. Topological network changes reflect the severity of damage to the structural network and are associated with functional outcome beyond the impact of lesion volume.
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spelling pubmed-74253422020-09-17 Structural brain networks and functional motor outcome after stroke—a prospective cohort study Schlemm, Eckhard Schulz, Robert Bönstrup, Marlene Krawinkel, Lutz Fiehler, Jens Gerloff, Christian Thomalla, Götz Cheng, Bastian Brain Commun Original Article The time course of topological reorganization that occurs in the structural connectome after an ischaemic stroke is currently not well understood. We aimed to determine the evolution of structural brain networks in stroke patients with motor deficits and relate changes in their global topology to residual symptom burden and functional impairment. In this prospective cohort study, ischaemic stroke patients with supratentorial infarcts and motor symptoms were assessed longitudinally by advanced diffusion MRI and detailed clinical testing of upper extremity motor function at four time points from the acute to the chronic stage. For each time point, structural connectomes were reconstructed, and whole-hemisphere global network topology was quantified in terms of integration and segregation parameters. Using non-linear joint mixed-effects regression modelling, network evolution was related to lesion volume and clinical outcome. Thirty patients were included for analysis. Graph-theoretical analysis demonstrated that, over time, brain networks became less integrated and more segregated with decreasing global efficiency and increasing modularity. Changes occurred in both stroke and intact hemispheres and, in the latter, were positively associated with lesion volume. Greater change in topology was associated with larger residual symptom burden and greater motor impairment 1, 3 and 12 months after stroke. After ischaemic stroke, brain networks underwent characteristic changes in both ipsi- and contralesional hemispheres. Topological network changes reflect the severity of damage to the structural network and are associated with functional outcome beyond the impact of lesion volume. Oxford University Press 2020-01-10 /pmc/articles/PMC7425342/ /pubmed/32954275 http://dx.doi.org/10.1093/braincomms/fcaa001 Text en © The Author(s) (2020). Published by Oxford University Press on behalf of the Guarantors of Brain. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Original Article
Schlemm, Eckhard
Schulz, Robert
Bönstrup, Marlene
Krawinkel, Lutz
Fiehler, Jens
Gerloff, Christian
Thomalla, Götz
Cheng, Bastian
Structural brain networks and functional motor outcome after stroke—a prospective cohort study
title Structural brain networks and functional motor outcome after stroke—a prospective cohort study
title_full Structural brain networks and functional motor outcome after stroke—a prospective cohort study
title_fullStr Structural brain networks and functional motor outcome after stroke—a prospective cohort study
title_full_unstemmed Structural brain networks and functional motor outcome after stroke—a prospective cohort study
title_short Structural brain networks and functional motor outcome after stroke—a prospective cohort study
title_sort structural brain networks and functional motor outcome after stroke—a prospective cohort study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7425342/
https://www.ncbi.nlm.nih.gov/pubmed/32954275
http://dx.doi.org/10.1093/braincomms/fcaa001
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