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Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion

Objective: High school athletes are administered ImPACT at the start of the academic year or sport season and again after suspected concussion. Concussion management involves the comparison of baseline and post-injury cognitive scores with declines in scores providing evidence for concussive injury....

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Autores principales: Goodwin, Grace J., John, Samantha E., Donohue, Bradley, Keene, Jennifer, Kuwabara, Hana C., Maietta, Julia E., Kinsora, Thomas F., Ross, Staci, Allen, Daniel N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9953817/
https://www.ncbi.nlm.nih.gov/pubmed/36831720
http://dx.doi.org/10.3390/brainsci13020177
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author Goodwin, Grace J.
John, Samantha E.
Donohue, Bradley
Keene, Jennifer
Kuwabara, Hana C.
Maietta, Julia E.
Kinsora, Thomas F.
Ross, Staci
Allen, Daniel N.
author_facet Goodwin, Grace J.
John, Samantha E.
Donohue, Bradley
Keene, Jennifer
Kuwabara, Hana C.
Maietta, Julia E.
Kinsora, Thomas F.
Ross, Staci
Allen, Daniel N.
author_sort Goodwin, Grace J.
collection PubMed
description Objective: High school athletes are administered ImPACT at the start of the academic year or sport season and again after suspected concussion. Concussion management involves the comparison of baseline and post-injury cognitive scores with declines in scores providing evidence for concussive injury. A network framework may provide additional information about post-concussive cognitive changes and expand characterization of sport-related concussion (SRC) recovery. Design: Retrospective cohort study. Setting: High school. Participants: High school athletes (n = 1553) were administered ImPACT at baseline (T1), post-SRC (T2 = 72 h of injury), and prior to return to play (T3 = within two weeks post-injury). Independent Variables: ImPACT cognitive subtest scores. Main Outcome Measures: Cognitive networks were calculated and compared over three time points. Centrality indices were calculated to determine the relative importance of cognitive variables within networks. Results: Network connectivity increased from T1 to T2 and remained hyperconnected at T3. There was evidence of network reorganization between T1 and T3. Processing speed was central within each network, and visual memory and impulsivity became more central over time. Conclusions: The results suggest potential evidence of cognitive network change over time. Centrality findings suggest research specific to visual memory and impulse control difficulties during the post-concussion recovery period is warranted. Network analysis may provide additional information about cognitive recovery following SRC and could potentially serve as an effective means of monitoring persisting cognitive symptoms after concussion.
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spelling pubmed-99538172023-02-25 Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion Goodwin, Grace J. John, Samantha E. Donohue, Bradley Keene, Jennifer Kuwabara, Hana C. Maietta, Julia E. Kinsora, Thomas F. Ross, Staci Allen, Daniel N. Brain Sci Article Objective: High school athletes are administered ImPACT at the start of the academic year or sport season and again after suspected concussion. Concussion management involves the comparison of baseline and post-injury cognitive scores with declines in scores providing evidence for concussive injury. A network framework may provide additional information about post-concussive cognitive changes and expand characterization of sport-related concussion (SRC) recovery. Design: Retrospective cohort study. Setting: High school. Participants: High school athletes (n = 1553) were administered ImPACT at baseline (T1), post-SRC (T2 = 72 h of injury), and prior to return to play (T3 = within two weeks post-injury). Independent Variables: ImPACT cognitive subtest scores. Main Outcome Measures: Cognitive networks were calculated and compared over three time points. Centrality indices were calculated to determine the relative importance of cognitive variables within networks. Results: Network connectivity increased from T1 to T2 and remained hyperconnected at T3. There was evidence of network reorganization between T1 and T3. Processing speed was central within each network, and visual memory and impulsivity became more central over time. Conclusions: The results suggest potential evidence of cognitive network change over time. Centrality findings suggest research specific to visual memory and impulse control difficulties during the post-concussion recovery period is warranted. Network analysis may provide additional information about cognitive recovery following SRC and could potentially serve as an effective means of monitoring persisting cognitive symptoms after concussion. MDPI 2023-01-20 /pmc/articles/PMC9953817/ /pubmed/36831720 http://dx.doi.org/10.3390/brainsci13020177 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Goodwin, Grace J.
John, Samantha E.
Donohue, Bradley
Keene, Jennifer
Kuwabara, Hana C.
Maietta, Julia E.
Kinsora, Thomas F.
Ross, Staci
Allen, Daniel N.
Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion
title Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion
title_full Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion
title_fullStr Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion
title_full_unstemmed Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion
title_short Changes in ImPACT Cognitive Subtest Networks Following Sport-Related Concussion
title_sort changes in impact cognitive subtest networks following sport-related concussion
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9953817/
https://www.ncbi.nlm.nih.gov/pubmed/36831720
http://dx.doi.org/10.3390/brainsci13020177
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