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Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury

Current clinical tests lack the sensitivity needed for detecting subtle balance impairments associated with mild traumatic brain injury (mTBI). Patient-reported symptoms can be significant and have a huge impact on daily life, but impairments may remain undetected or poorly quantified using clinical...

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Autores principales: Rao, Hrishikesh M., Talkar, Tanya, Ciccarelli, Gregory, Nolan, Michael, O’Brien, Anne, Vergara-Diaz, Gloria, Sherrill, Delsey, Zafonte, Ross, Palmer, Jeffrey S., Quatieri, Thomas F., McKindles, Ryan J., Bonato, Paolo, Lammert, Adam C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7479615/
https://www.ncbi.nlm.nih.gov/pubmed/32901067
http://dx.doi.org/10.1038/s41598-020-71611-9
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author Rao, Hrishikesh M.
Talkar, Tanya
Ciccarelli, Gregory
Nolan, Michael
O’Brien, Anne
Vergara-Diaz, Gloria
Sherrill, Delsey
Zafonte, Ross
Palmer, Jeffrey S.
Quatieri, Thomas F.
McKindles, Ryan J.
Bonato, Paolo
Lammert, Adam C.
author_facet Rao, Hrishikesh M.
Talkar, Tanya
Ciccarelli, Gregory
Nolan, Michael
O’Brien, Anne
Vergara-Diaz, Gloria
Sherrill, Delsey
Zafonte, Ross
Palmer, Jeffrey S.
Quatieri, Thomas F.
McKindles, Ryan J.
Bonato, Paolo
Lammert, Adam C.
author_sort Rao, Hrishikesh M.
collection PubMed
description Current clinical tests lack the sensitivity needed for detecting subtle balance impairments associated with mild traumatic brain injury (mTBI). Patient-reported symptoms can be significant and have a huge impact on daily life, but impairments may remain undetected or poorly quantified using clinical measures. Our central hypothesis was that provocative sensorimotor perturbations, delivered in a highly instrumented, immersive virtual environment, would challenge sensory subsystems recruited for balance through conflicting multi-sensory evidence, and therefore reveal that not all subsystems are performing optimally. The results show that, as compared to standard clinical tests, the provocative perturbations illuminate balance impairments in subjects who have had mild traumatic brain injuries. Perturbations delivered while subjects were walking provided greater discriminability (average accuracy ≈ 0.90) than those delivered during standing (average accuracy ≈ 0.65) between mTBI subjects and healthy controls. Of the categories of features extracted to characterize balance, the lower limb accelerometry-based metrics proved to be most informative. Further, in response to perturbations, subjects with an mTBI utilized hip strategies more than ankle strategies to prevent loss of balance and also showed less variability in gait patterns. We have shown that sensorimotor conflicts illuminate otherwise-hidden balance impairments, which can be used to increase the sensitivity of current clinical procedures. This augmentation is vital in order to robustly detect the presence of balance impairments after mTBI and potentially define a phenotype of balance dysfunction that enhances risk of injury.
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spelling pubmed-74796152020-09-11 Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury Rao, Hrishikesh M. Talkar, Tanya Ciccarelli, Gregory Nolan, Michael O’Brien, Anne Vergara-Diaz, Gloria Sherrill, Delsey Zafonte, Ross Palmer, Jeffrey S. Quatieri, Thomas F. McKindles, Ryan J. Bonato, Paolo Lammert, Adam C. Sci Rep Article Current clinical tests lack the sensitivity needed for detecting subtle balance impairments associated with mild traumatic brain injury (mTBI). Patient-reported symptoms can be significant and have a huge impact on daily life, but impairments may remain undetected or poorly quantified using clinical measures. Our central hypothesis was that provocative sensorimotor perturbations, delivered in a highly instrumented, immersive virtual environment, would challenge sensory subsystems recruited for balance through conflicting multi-sensory evidence, and therefore reveal that not all subsystems are performing optimally. The results show that, as compared to standard clinical tests, the provocative perturbations illuminate balance impairments in subjects who have had mild traumatic brain injuries. Perturbations delivered while subjects were walking provided greater discriminability (average accuracy ≈ 0.90) than those delivered during standing (average accuracy ≈ 0.65) between mTBI subjects and healthy controls. Of the categories of features extracted to characterize balance, the lower limb accelerometry-based metrics proved to be most informative. Further, in response to perturbations, subjects with an mTBI utilized hip strategies more than ankle strategies to prevent loss of balance and also showed less variability in gait patterns. We have shown that sensorimotor conflicts illuminate otherwise-hidden balance impairments, which can be used to increase the sensitivity of current clinical procedures. This augmentation is vital in order to robustly detect the presence of balance impairments after mTBI and potentially define a phenotype of balance dysfunction that enhances risk of injury. Nature Publishing Group UK 2020-09-08 /pmc/articles/PMC7479615/ /pubmed/32901067 http://dx.doi.org/10.1038/s41598-020-71611-9 Text en © This is a U.S. Government work and not under copyright protection in the US; foreign copyright protection may apply 2020 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Rao, Hrishikesh M.
Talkar, Tanya
Ciccarelli, Gregory
Nolan, Michael
O’Brien, Anne
Vergara-Diaz, Gloria
Sherrill, Delsey
Zafonte, Ross
Palmer, Jeffrey S.
Quatieri, Thomas F.
McKindles, Ryan J.
Bonato, Paolo
Lammert, Adam C.
Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
title Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
title_full Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
title_fullStr Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
title_full_unstemmed Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
title_short Sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
title_sort sensorimotor conflict tests in an immersive virtual environment reveal subclinical impairments in mild traumatic brain injury
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7479615/
https://www.ncbi.nlm.nih.gov/pubmed/32901067
http://dx.doi.org/10.1038/s41598-020-71611-9
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