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Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons

Although homeless persons experience traumatic brain injury (TBI) frequently, little is known about the structural and functional brain changes in this group. We aimed to describe brain volume changes and related cognitive/motor deficits in homeless persons with or without TBI versus controls. Parti...

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Autores principales: Cusimano, Michael D., Saha, Ashirbani, Zhang, Daniel, Zhang, Stanley, Casey, Julia, Rabski, Jessica, Carpino, Melissa, Hwang, Stephen W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006590/
https://www.ncbi.nlm.nih.gov/pubmed/33796876
http://dx.doi.org/10.1089/neur.2020.0031
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author Cusimano, Michael D.
Saha, Ashirbani
Zhang, Daniel
Zhang, Stanley
Casey, Julia
Rabski, Jessica
Carpino, Melissa
Hwang, Stephen W.
author_facet Cusimano, Michael D.
Saha, Ashirbani
Zhang, Daniel
Zhang, Stanley
Casey, Julia
Rabski, Jessica
Carpino, Melissa
Hwang, Stephen W.
author_sort Cusimano, Michael D.
collection PubMed
description Although homeless persons experience traumatic brain injury (TBI) frequently, little is known about the structural and functional brain changes in this group. We aimed to describe brain volume changes and related cognitive/motor deficits in homeless persons with or without TBI versus controls. Participants underwent T1-weighted magnetic resonance imaging (MRI), neuropsychological (NP) tests (the Grooved Pegboard Test [GPT]/Finger Tapping Test [FTT]), alcohol/drug use screens (the Alcohol Use Disorders Identification Test [AUDIT]/Drug Abuse Screening Test [DAST]), and questionnaires (the Brain Injury Screening Questionnaire [BISQ]/General Information Questionnaire [GIQ]) to determine TBI. Normalized volumes of brain substructures from MRI were derived from FreeSurfer. Comparisons were tested by Mann-Whitney U and Kruskal-Wallis rank sum tests. Leave-one-out cross-validation using random forest classifier was applied to determine the ability of predicting TBI. Diagnostic ability of this classifier was assessed using area under the receiver operating characteristic curve (AUC). Fifty-one participants—25 homeless persons (9 with TBI) and 26 controls—were included. The homeless group had higher AUDIT scores and smaller thalamus and brainstem volumes (p < 0.001) than controls. Within homeless participants, the TBI group had reduced normalized volumes of nucleus accumbens, thalamus, ventral diencephalon, and brainstem compared with the non-TBI group (p < 0.001). Homeless participants took more time on the GPT compared with controls using both hands (p < 0.0001); but the observed effects were more pronounced in the homeless group with TBI in the non-dominant hand. Homeless persons with TBI had fewer dominant hand finger taps than controls (p = 0.0096), and homeless participants with (p = 0.0148) or without TBI (p = 0.0093) tapped less than controls with their non-dominant hand. In all participants, TBI was predicted with an AUC of 0.95 (95% confidence interval [CI]: 0.89-1.00) by the classifier modeled on MRI, NP tests, and screening data combined. The MRI-data-based classifier was the best predictor of TBI within the homeless group (AUC: 0.76, 95% CI: 0.53-0.99). Normalized volumes of specific brain substructures were important indicators of TBI in homeless participants and they are important indicators of TBI in the state of homelessness itself. They may improve predictive ability of NP and screening tests in determining these outcomes.
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spelling pubmed-80065902021-03-30 Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons Cusimano, Michael D. Saha, Ashirbani Zhang, Daniel Zhang, Stanley Casey, Julia Rabski, Jessica Carpino, Melissa Hwang, Stephen W. Neurotrauma Rep Original Article Although homeless persons experience traumatic brain injury (TBI) frequently, little is known about the structural and functional brain changes in this group. We aimed to describe brain volume changes and related cognitive/motor deficits in homeless persons with or without TBI versus controls. Participants underwent T1-weighted magnetic resonance imaging (MRI), neuropsychological (NP) tests (the Grooved Pegboard Test [GPT]/Finger Tapping Test [FTT]), alcohol/drug use screens (the Alcohol Use Disorders Identification Test [AUDIT]/Drug Abuse Screening Test [DAST]), and questionnaires (the Brain Injury Screening Questionnaire [BISQ]/General Information Questionnaire [GIQ]) to determine TBI. Normalized volumes of brain substructures from MRI were derived from FreeSurfer. Comparisons were tested by Mann-Whitney U and Kruskal-Wallis rank sum tests. Leave-one-out cross-validation using random forest classifier was applied to determine the ability of predicting TBI. Diagnostic ability of this classifier was assessed using area under the receiver operating characteristic curve (AUC). Fifty-one participants—25 homeless persons (9 with TBI) and 26 controls—were included. The homeless group had higher AUDIT scores and smaller thalamus and brainstem volumes (p < 0.001) than controls. Within homeless participants, the TBI group had reduced normalized volumes of nucleus accumbens, thalamus, ventral diencephalon, and brainstem compared with the non-TBI group (p < 0.001). Homeless participants took more time on the GPT compared with controls using both hands (p < 0.0001); but the observed effects were more pronounced in the homeless group with TBI in the non-dominant hand. Homeless persons with TBI had fewer dominant hand finger taps than controls (p = 0.0096), and homeless participants with (p = 0.0148) or without TBI (p = 0.0093) tapped less than controls with their non-dominant hand. In all participants, TBI was predicted with an AUC of 0.95 (95% confidence interval [CI]: 0.89-1.00) by the classifier modeled on MRI, NP tests, and screening data combined. The MRI-data-based classifier was the best predictor of TBI within the homeless group (AUC: 0.76, 95% CI: 0.53-0.99). Normalized volumes of specific brain substructures were important indicators of TBI in homeless participants and they are important indicators of TBI in the state of homelessness itself. They may improve predictive ability of NP and screening tests in determining these outcomes. Mary Ann Liebert, Inc., publishers 2021-03-05 /pmc/articles/PMC8006590/ /pubmed/33796876 http://dx.doi.org/10.1089/neur.2020.0031 Text en © Michael D. Cusimano et al., 2021; Published by Mary Ann Liebert, Inc. https://creativecommons.org/licenses/by/4.0/This Open Access article is distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by/4.0 (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited.
spellingShingle Original Article
Cusimano, Michael D.
Saha, Ashirbani
Zhang, Daniel
Zhang, Stanley
Casey, Julia
Rabski, Jessica
Carpino, Melissa
Hwang, Stephen W.
Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons
title Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons
title_full Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons
title_fullStr Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons
title_full_unstemmed Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons
title_short Cognitive Dysfunction, Brain Volumes, and Traumatic Brain Injury in Homeless Persons
title_sort cognitive dysfunction, brain volumes, and traumatic brain injury in homeless persons
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8006590/
https://www.ncbi.nlm.nih.gov/pubmed/33796876
http://dx.doi.org/10.1089/neur.2020.0031
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