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Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection
OBJECTIVE: An alarming proportion (>30%) of patients affected by SARS-CoV-2 (COVID-19) continue to experience neurological symptoms, including headache, dizziness, smell and/or taste abnormalities, and impaired consciousness (brain fog), after recovery from the acute infection. These symptoms are...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9516636/ https://www.ncbi.nlm.nih.gov/pubmed/36188407 http://dx.doi.org/10.3389/fneur.2022.919596 |
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author | Kelly, Kevin M. Anghinah, R. Kullmann, A. Ashmore, R. C. Synowiec, A. S. Gibson, L. C. Manfrinati, L. de Araújo, A. Spera, R. R. Brucki, S. M. D. Tuma, R. L. Braverman, A. Kiderman, A. |
author_facet | Kelly, Kevin M. Anghinah, R. Kullmann, A. Ashmore, R. C. Synowiec, A. S. Gibson, L. C. Manfrinati, L. de Araújo, A. Spera, R. R. Brucki, S. M. D. Tuma, R. L. Braverman, A. Kiderman, A. |
author_sort | Kelly, Kevin M. |
collection | PubMed |
description | OBJECTIVE: An alarming proportion (>30%) of patients affected by SARS-CoV-2 (COVID-19) continue to experience neurological symptoms, including headache, dizziness, smell and/or taste abnormalities, and impaired consciousness (brain fog), after recovery from the acute infection. These symptoms are self-reported and vary from patient to patient, making it difficult to accurately diagnose and initiate a proper treatment course. Objective measures to identify and quantify neural deficits underlying the symptom profiles are lacking. This study tested the hypothesis that oculomotor, vestibular, reaction time, and cognitive (OVRT-C) testing using eye-tracking can objectively identify and measure functional neural deficits post COVID-19 infection. METHODS: Subjects diagnosed with COVID-19 (n = 77) were tested post-infection with a battery of 20 OVRT-C tests delivered on a portable eye-tracking device (Neurolign Dx100). Data from 14 tests were compared to previously collected normative data from subjects with similar demographics. Post-COVID subjects were also administered the Neurobehavioral Symptom Inventory (NSI) for symptom evaluation. RESULTS: A significant percentage of post COVID-19 patients (up to 86%) scored outside the norms in 12 out of 14 tests, with smooth pursuit and optokinetic responses being most severely affected. A multivariate model constructed using stepwise logistic regression identified 6 metrics as significant indicators of post-COVID patients. The area under the receiver operating characteristic curve (AUC) was 0.89, the estimated specificity was 98% (with cutoff value of 0.5) and the sensitivity was 88%. There were moderate but significant correlations between NSI domain key variables and OVRT-C tests. CONCLUSIONS: This study demonstrates the feasibility of OVRT-C testing to provide objective measures of neural deficits in people recovering from COVID-19 infection. Such testing may serve as an efficient tool for identifying hidden neurological deficits post COVID-19, screening patients at risk of developing long COVID, and may help guide rehabilitation and treatment strategies. |
format | Online Article Text |
id | pubmed-9516636 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95166362022-09-29 Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection Kelly, Kevin M. Anghinah, R. Kullmann, A. Ashmore, R. C. Synowiec, A. S. Gibson, L. C. Manfrinati, L. de Araújo, A. Spera, R. R. Brucki, S. M. D. Tuma, R. L. Braverman, A. Kiderman, A. Front Neurol Neurology OBJECTIVE: An alarming proportion (>30%) of patients affected by SARS-CoV-2 (COVID-19) continue to experience neurological symptoms, including headache, dizziness, smell and/or taste abnormalities, and impaired consciousness (brain fog), after recovery from the acute infection. These symptoms are self-reported and vary from patient to patient, making it difficult to accurately diagnose and initiate a proper treatment course. Objective measures to identify and quantify neural deficits underlying the symptom profiles are lacking. This study tested the hypothesis that oculomotor, vestibular, reaction time, and cognitive (OVRT-C) testing using eye-tracking can objectively identify and measure functional neural deficits post COVID-19 infection. METHODS: Subjects diagnosed with COVID-19 (n = 77) were tested post-infection with a battery of 20 OVRT-C tests delivered on a portable eye-tracking device (Neurolign Dx100). Data from 14 tests were compared to previously collected normative data from subjects with similar demographics. Post-COVID subjects were also administered the Neurobehavioral Symptom Inventory (NSI) for symptom evaluation. RESULTS: A significant percentage of post COVID-19 patients (up to 86%) scored outside the norms in 12 out of 14 tests, with smooth pursuit and optokinetic responses being most severely affected. A multivariate model constructed using stepwise logistic regression identified 6 metrics as significant indicators of post-COVID patients. The area under the receiver operating characteristic curve (AUC) was 0.89, the estimated specificity was 98% (with cutoff value of 0.5) and the sensitivity was 88%. There were moderate but significant correlations between NSI domain key variables and OVRT-C tests. CONCLUSIONS: This study demonstrates the feasibility of OVRT-C testing to provide objective measures of neural deficits in people recovering from COVID-19 infection. Such testing may serve as an efficient tool for identifying hidden neurological deficits post COVID-19, screening patients at risk of developing long COVID, and may help guide rehabilitation and treatment strategies. Frontiers Media S.A. 2022-09-12 /pmc/articles/PMC9516636/ /pubmed/36188407 http://dx.doi.org/10.3389/fneur.2022.919596 Text en Copyright © 2022 Kelly, Anghinah, Kullmann, Ashmore, Synowiec, Gibson, Manfrinati, Araújo, Spera, Brucki, Tuma, Braverman and Kiderman. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Kelly, Kevin M. Anghinah, R. Kullmann, A. Ashmore, R. C. Synowiec, A. S. Gibson, L. C. Manfrinati, L. de Araújo, A. Spera, R. R. Brucki, S. M. D. Tuma, R. L. Braverman, A. Kiderman, A. Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection |
title | Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection |
title_full | Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection |
title_fullStr | Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection |
title_full_unstemmed | Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection |
title_short | Oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post COVID-19 infection |
title_sort | oculomotor, vestibular, reaction time, and cognitive tests as objective measures of neural deficits in patients post covid-19 infection |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9516636/ https://www.ncbi.nlm.nih.gov/pubmed/36188407 http://dx.doi.org/10.3389/fneur.2022.919596 |
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