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Biomarkers of memory variability in traumatic brain injury
Traumatic brain injury is a leading cause of cognitive disability and is often associated with significant impairment in episodic memory. In traumatic brain injury survivors, as in healthy controls, there is marked variability between individuals in memory ability. Using recordings from indwelling e...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850041/ https://www.ncbi.nlm.nih.gov/pubmed/33543140 http://dx.doi.org/10.1093/braincomms/fcaa202 |
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author | Adamovich-Zeitlin, Richard Wanda, Paul A Solomon, Ethan Phan, Tung Lega, Bradley Jobst, Barbara C Gross, Robert E Ding, Kan Diaz-Arrastia, Ramon Kahana, Michael J |
author_facet | Adamovich-Zeitlin, Richard Wanda, Paul A Solomon, Ethan Phan, Tung Lega, Bradley Jobst, Barbara C Gross, Robert E Ding, Kan Diaz-Arrastia, Ramon Kahana, Michael J |
author_sort | Adamovich-Zeitlin, Richard |
collection | PubMed |
description | Traumatic brain injury is a leading cause of cognitive disability and is often associated with significant impairment in episodic memory. In traumatic brain injury survivors, as in healthy controls, there is marked variability between individuals in memory ability. Using recordings from indwelling electrodes, we characterized and compared the oscillatory biomarkers of mnemonic variability in two cohorts of epilepsy patients: a group with a history of moderate-to-severe traumatic brain injury (n = 37) and a group of controls without traumatic brain injury (n = 111) closely matched for demographics and electrode coverage. Analysis of these recordings demonstrated that increased high-frequency power and decreased theta power across a broad set of brain regions mark periods of successful memory formation in both groups. As features in a logistic-regression classifier, spectral power biomarkers effectively predicted recall probability, with little difference between traumatic brain injury patients and controls. The two groups also displayed similar patterns of theta-frequency connectivity during successful encoding periods. These biomarkers of successful memory, highly conserved between traumatic brain injury patients and controls, could serve as the basis for novel therapies that target disordered memory across diverse forms of neurological disease. |
format | Online Article Text |
id | pubmed-7850041 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78500412021-02-03 Biomarkers of memory variability in traumatic brain injury Adamovich-Zeitlin, Richard Wanda, Paul A Solomon, Ethan Phan, Tung Lega, Bradley Jobst, Barbara C Gross, Robert E Ding, Kan Diaz-Arrastia, Ramon Kahana, Michael J Brain Commun Original Article Traumatic brain injury is a leading cause of cognitive disability and is often associated with significant impairment in episodic memory. In traumatic brain injury survivors, as in healthy controls, there is marked variability between individuals in memory ability. Using recordings from indwelling electrodes, we characterized and compared the oscillatory biomarkers of mnemonic variability in two cohorts of epilepsy patients: a group with a history of moderate-to-severe traumatic brain injury (n = 37) and a group of controls without traumatic brain injury (n = 111) closely matched for demographics and electrode coverage. Analysis of these recordings demonstrated that increased high-frequency power and decreased theta power across a broad set of brain regions mark periods of successful memory formation in both groups. As features in a logistic-regression classifier, spectral power biomarkers effectively predicted recall probability, with little difference between traumatic brain injury patients and controls. The two groups also displayed similar patterns of theta-frequency connectivity during successful encoding periods. These biomarkers of successful memory, highly conserved between traumatic brain injury patients and controls, could serve as the basis for novel therapies that target disordered memory across diverse forms of neurological disease. Oxford University Press 2020-12-15 /pmc/articles/PMC7850041/ /pubmed/33543140 http://dx.doi.org/10.1093/braincomms/fcaa202 Text en © The Author(s) (2020). Published by Oxford University Press on behalf of the Guarantors of Brain. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Adamovich-Zeitlin, Richard Wanda, Paul A Solomon, Ethan Phan, Tung Lega, Bradley Jobst, Barbara C Gross, Robert E Ding, Kan Diaz-Arrastia, Ramon Kahana, Michael J Biomarkers of memory variability in traumatic brain injury |
title | Biomarkers of memory variability in traumatic brain injury |
title_full | Biomarkers of memory variability in traumatic brain injury |
title_fullStr | Biomarkers of memory variability in traumatic brain injury |
title_full_unstemmed | Biomarkers of memory variability in traumatic brain injury |
title_short | Biomarkers of memory variability in traumatic brain injury |
title_sort | biomarkers of memory variability in traumatic brain injury |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7850041/ https://www.ncbi.nlm.nih.gov/pubmed/33543140 http://dx.doi.org/10.1093/braincomms/fcaa202 |
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