Stroke-related alterations in inter-areal communication

Beyond causing local ischemia and cell damage at the site of injury, stroke strongly affects long-range anatomical connections, perturbing the functional organization of brain networks. Several studies reported functional connectivity abnormalities parallelling both behavioral deficits and functiona...

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Main Authors: Michele Allegra, Chiara Favaretto, Nicholas Metcalf, Maurizio Corbetta, Andrea Brovelli
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:NeuroImage: Clinical
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158221002564
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spelling doaj-2832ba5a1e3442a7914ffee678c1e4e32021-09-19T04:57:24ZengElsevierNeuroImage: Clinical2213-15822021-01-0132102812Stroke-related alterations in inter-areal communicationMichele Allegra0Chiara Favaretto1Nicholas Metcalf2Maurizio Corbetta3Andrea Brovelli4Institut de Neurosciences de la Timone UMR 7289, Aix Marseille Université, CNRS, Marseille 13005, France; Corresponding author at: Institut de Neurosciences de la Timone (INT), UMR 7289 CNRS, Aix Marseille University, Campus de Santé Timone, 27 Bd. Jean Moulin, Marseille 13385, France.Department of Neuroscience, Neurological Clinic, University of Padua, Padua, Italy; Padova Neuroscience Center, University of Padua, Padua, ItalyDepartment of Neurology, Radiology, and Neuroscience, Washington University in St. Louis, St. Louis, MO, United StatesDepartment of Neuroscience, Neurological Clinic, University of Padua, Padua, Italy; Padova Neuroscience Center, University of Padua, Padua, Italy; Department of Neurology, Radiology, and Neuroscience, Washington University in St. Louis, St. Louis, MO, United StatesInstitut de Neurosciences de la Timone UMR 7289, Aix Marseille Université, CNRS, Marseille 13005, FranceBeyond causing local ischemia and cell damage at the site of injury, stroke strongly affects long-range anatomical connections, perturbing the functional organization of brain networks. Several studies reported functional connectivity abnormalities parallelling both behavioral deficits and functional recovery across different cognitive domains. FC alterations suggest that long-range communication in the brain is altered after stroke. However, standard FC analyses cannot reveal the directionality and time scale of inter-areal information transfer. We used resting-state fMRI and covariance-based Granger causality analysis to quantify network-level information transfer and its alteration in stroke. Two main large-scale anomalies were observed in stroke patients. First, inter-hemispheric information transfer was significantly decreased with respect to healthy controls. Second, stroke caused inter-hemispheric asymmetries, as information transfer within the affected hemisphere and from the affected to the intact hemisphere was significantly reduced. Both anomalies were more prominent in resting-state networks related to attention and language, and they correlated with impaired performance in several behavioral domains. Overall, our findings support the hypothesis that stroke provokes asymmetries between the affected and spared hemisphere, with different functional consequences depending on which hemisphere is lesioned.http://www.sciencedirect.com/science/article/pii/S2213158221002564StrokeGranger causalityResting state fMRI
collection DOAJ
language English
format Article
sources DOAJ
author Michele Allegra
Chiara Favaretto
Nicholas Metcalf
Maurizio Corbetta
Andrea Brovelli
spellingShingle Michele Allegra
Chiara Favaretto
Nicholas Metcalf
Maurizio Corbetta
Andrea Brovelli
Stroke-related alterations in inter-areal communication
NeuroImage: Clinical
Stroke
Granger causality
Resting state fMRI
author_facet Michele Allegra
Chiara Favaretto
Nicholas Metcalf
Maurizio Corbetta
Andrea Brovelli
author_sort Michele Allegra
title Stroke-related alterations in inter-areal communication
title_short Stroke-related alterations in inter-areal communication
title_full Stroke-related alterations in inter-areal communication
title_fullStr Stroke-related alterations in inter-areal communication
title_full_unstemmed Stroke-related alterations in inter-areal communication
title_sort stroke-related alterations in inter-areal communication
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2021-01-01
description Beyond causing local ischemia and cell damage at the site of injury, stroke strongly affects long-range anatomical connections, perturbing the functional organization of brain networks. Several studies reported functional connectivity abnormalities parallelling both behavioral deficits and functional recovery across different cognitive domains. FC alterations suggest that long-range communication in the brain is altered after stroke. However, standard FC analyses cannot reveal the directionality and time scale of inter-areal information transfer. We used resting-state fMRI and covariance-based Granger causality analysis to quantify network-level information transfer and its alteration in stroke. Two main large-scale anomalies were observed in stroke patients. First, inter-hemispheric information transfer was significantly decreased with respect to healthy controls. Second, stroke caused inter-hemispheric asymmetries, as information transfer within the affected hemisphere and from the affected to the intact hemisphere was significantly reduced. Both anomalies were more prominent in resting-state networks related to attention and language, and they correlated with impaired performance in several behavioral domains. Overall, our findings support the hypothesis that stroke provokes asymmetries between the affected and spared hemisphere, with different functional consequences depending on which hemisphere is lesioned.
topic Stroke
Granger causality
Resting state fMRI
url http://www.sciencedirect.com/science/article/pii/S2213158221002564
work_keys_str_mv AT micheleallegra strokerelatedalterationsininterarealcommunication
AT chiarafavaretto strokerelatedalterationsininterarealcommunication
AT nicholasmetcalf strokerelatedalterationsininterarealcommunication
AT mauriziocorbetta strokerelatedalterationsininterarealcommunication
AT andreabrovelli strokerelatedalterationsininterarealcommunication
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