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Functional and Structural Network Recovery after Mild Traumatic Brain Injury: A 1-Year Longitudinal Study
Brain connectivity after mild traumatic brain injury (mTBI) has not been investigated longitudinally with respect to both functional and structural networks together within the same patients, crucial to capture the multifaceted neuropathology of the injury and to comprehensively monitor the course o...
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Published in: | Frontiers in human neuroscience 2017-05, Vol.11, p.280-280 |
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creator | Dall'Acqua, Patrizia Johannes, Sönke Mica, Ladislav Simmen, Hans-Peter Glaab, Richard Fandino, Javier Schwendinger, Markus Meier, Christoph Ulbrich, Erika J Müller, Andreas Baetschmann, Hansruedi Jäncke, Lutz Hänggi, Jürgen |
description | Brain connectivity after mild traumatic brain injury (mTBI) has not been investigated longitudinally with respect to both functional and structural networks together within the same patients, crucial to capture the multifaceted neuropathology of the injury and to comprehensively monitor the course of recovery and compensatory reorganizations at macro-level. We performed a prospective study with 49 mTBI patients at an average of 5 days and 1 year post-injury and 49 healthy controls. Neuropsychological assessments as well as resting-state functional and diffusion-weighted magnetic resonance imaging were obtained. Functional and structural connectome analyses were performed using network-based statistics. They included a cross-sectional group comparison and a longitudinal analysis with the factors group and time. The latter tracked the subnetworks altered at the early phase and, in addition, included a whole-brain group × time interaction analysis. Finally, we explored associations between the evolution of connectivity and changes in cognitive performance. The early phase of mTBI was characterized by a functional hypoconnectivity in a subnetwork with a large overlap of regions involved within the classical default mode network. In addition, structural hyperconnectivity in a subnetwork including central hub areas such as the cingulate cortex was found. The impaired functional and structural subnetworks were strongly correlated and revealed a large anatomical overlap. One year after trauma and compared to healthy controls we observed a partial normalization of both subnetworks along with a considerable compensation of functional and structural connectivity subsequent to the acute phase. Connectivity changes over time were correlated with improvements in working memory, divided attention, and verbal recall. Neuroplasticity-induced recovery or compensatory processes following mTBI differ between brain regions with respect to their time course and are not fully completed 1 year after trauma. |
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We performed a prospective study with 49 mTBI patients at an average of 5 days and 1 year post-injury and 49 healthy controls. Neuropsychological assessments as well as resting-state functional and diffusion-weighted magnetic resonance imaging were obtained. Functional and structural connectome analyses were performed using network-based statistics. They included a cross-sectional group comparison and a longitudinal analysis with the factors group and time. The latter tracked the subnetworks altered at the early phase and, in addition, included a whole-brain group × time interaction analysis. Finally, we explored associations between the evolution of connectivity and changes in cognitive performance. The early phase of mTBI was characterized by a functional hypoconnectivity in a subnetwork with a large overlap of regions involved within the classical default mode network. In addition, structural hyperconnectivity in a subnetwork including central hub areas such as the cingulate cortex was found. The impaired functional and structural subnetworks were strongly correlated and revealed a large anatomical overlap. One year after trauma and compared to healthy controls we observed a partial normalization of both subnetworks along with a considerable compensation of functional and structural connectivity subsequent to the acute phase. Connectivity changes over time were correlated with improvements in working memory, divided attention, and verbal recall. Neuroplasticity-induced recovery or compensatory processes following mTBI differ between brain regions with respect to their time course and are not fully completed 1 year after trauma.</description><identifier>ISSN: 1662-5161</identifier><identifier>EISSN: 1662-5161</identifier><identifier>DOI: 10.3389/fnhum.2017.00280</identifier><identifier>PMID: 28611614</identifier><language>eng</language><publisher>Switzerland: Frontiers Research Foundation</publisher><subject>Attention ; Cognitive ability ; Concussion ; Cortex (cingulate) ; functional connectivity ; Functional plasticity ; graph theoretical analysis ; Language ; longitudinal ; Longitudinal studies ; Medical imaging ; mild traumatic brain injury ; network recovery ; Neural networks ; Neuroimaging ; Neuroscience ; Neurosurgery ; NMR ; Nuclear magnetic resonance ; Recovery of function ; Short term memory ; Statistical analysis ; structural connectivity ; Structure-function relationships ; Studies ; Surgery ; Trauma ; Traumatic brain injury</subject><ispartof>Frontiers in human neuroscience, 2017-05, Vol.11, p.280-280</ispartof><rights>2017. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Copyright © 2017 Dall’Acqua, Johannes, Mica, Simmen, Glaab, Fandino, Schwendinger, Meier, Ulbrich, Müller, Baetschmann, Jäncke and Hänggi. 2017 Dall’Acqua, Johannes, Mica, Simmen, Glaab, Fandino, Schwendinger, Meier, Ulbrich, Müller, Baetschmann, Jäncke and Hänggi</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c556t-61ba8469ff946ed9b56a694458af41337f2da8d4c9a26188f2497f0636576e733</citedby><cites>FETCH-LOGICAL-c556t-61ba8469ff946ed9b56a694458af41337f2da8d4c9a26188f2497f0636576e733</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2289668433/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2289668433?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25751,27922,27923,37010,37011,44588,53789,53791,74896</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28611614$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Dall'Acqua, Patrizia</creatorcontrib><creatorcontrib>Johannes, Sönke</creatorcontrib><creatorcontrib>Mica, Ladislav</creatorcontrib><creatorcontrib>Simmen, Hans-Peter</creatorcontrib><creatorcontrib>Glaab, Richard</creatorcontrib><creatorcontrib>Fandino, Javier</creatorcontrib><creatorcontrib>Schwendinger, Markus</creatorcontrib><creatorcontrib>Meier, Christoph</creatorcontrib><creatorcontrib>Ulbrich, Erika J</creatorcontrib><creatorcontrib>Müller, Andreas</creatorcontrib><creatorcontrib>Baetschmann, Hansruedi</creatorcontrib><creatorcontrib>Jäncke, Lutz</creatorcontrib><creatorcontrib>Hänggi, Jürgen</creatorcontrib><title>Functional and Structural Network Recovery after Mild Traumatic Brain Injury: A 1-Year Longitudinal Study</title><title>Frontiers in human neuroscience</title><addtitle>Front Hum Neurosci</addtitle><description>Brain connectivity after mild traumatic brain injury (mTBI) has not been investigated longitudinally with respect to both functional and structural networks together within the same patients, crucial to capture the multifaceted neuropathology of the injury and to comprehensively monitor the course of recovery and compensatory reorganizations at macro-level. We performed a prospective study with 49 mTBI patients at an average of 5 days and 1 year post-injury and 49 healthy controls. Neuropsychological assessments as well as resting-state functional and diffusion-weighted magnetic resonance imaging were obtained. Functional and structural connectome analyses were performed using network-based statistics. They included a cross-sectional group comparison and a longitudinal analysis with the factors group and time. The latter tracked the subnetworks altered at the early phase and, in addition, included a whole-brain group × time interaction analysis. Finally, we explored associations between the evolution of connectivity and changes in cognitive performance. The early phase of mTBI was characterized by a functional hypoconnectivity in a subnetwork with a large overlap of regions involved within the classical default mode network. In addition, structural hyperconnectivity in a subnetwork including central hub areas such as the cingulate cortex was found. The impaired functional and structural subnetworks were strongly correlated and revealed a large anatomical overlap. One year after trauma and compared to healthy controls we observed a partial normalization of both subnetworks along with a considerable compensation of functional and structural connectivity subsequent to the acute phase. Connectivity changes over time were correlated with improvements in working memory, divided attention, and verbal recall. 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Lutz</au><au>Hänggi, Jürgen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Functional and Structural Network Recovery after Mild Traumatic Brain Injury: A 1-Year Longitudinal Study</atitle><jtitle>Frontiers in human neuroscience</jtitle><addtitle>Front Hum Neurosci</addtitle><date>2017-05-30</date><risdate>2017</risdate><volume>11</volume><spage>280</spage><epage>280</epage><pages>280-280</pages><issn>1662-5161</issn><eissn>1662-5161</eissn><abstract>Brain connectivity after mild traumatic brain injury (mTBI) has not been investigated longitudinally with respect to both functional and structural networks together within the same patients, crucial to capture the multifaceted neuropathology of the injury and to comprehensively monitor the course of recovery and compensatory reorganizations at macro-level. 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subjects | Attention Cognitive ability Concussion Cortex (cingulate) functional connectivity Functional plasticity graph theoretical analysis Language longitudinal Longitudinal studies Medical imaging mild traumatic brain injury network recovery Neural networks Neuroimaging Neuroscience Neurosurgery NMR Nuclear magnetic resonance Recovery of function Short term memory Statistical analysis structural connectivity Structure-function relationships Studies Surgery Trauma Traumatic brain injury |
title | Functional and Structural Network Recovery after Mild Traumatic Brain Injury: A 1-Year Longitudinal Study |
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