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Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation
There is a pressing need for strategies to slow or treat the progression of functional decline in people living with HIV. This paper explores a novel rehabilitation robotics approach to measuring cognitive and motor impairment in adults living with HIV, including a subset with stroke. We conducted a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7987220/ https://www.ncbi.nlm.nih.gov/pubmed/33534709 http://dx.doi.org/10.1109/TNSRE.2021.3056908 |
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author | Bui, Kevin D. Wamsley, Carol A. Shofer, Frances S. Kolson, Dennis L. Johnson, Michelle J. |
author_facet | Bui, Kevin D. Wamsley, Carol A. Shofer, Frances S. Kolson, Dennis L. Johnson, Michelle J. |
author_sort | Bui, Kevin D. |
collection | PubMed |
description | There is a pressing need for strategies to slow or treat the progression of functional decline in people living with HIV. This paper explores a novel rehabilitation robotics approach to measuring cognitive and motor impairment in adults living with HIV, including a subset with stroke. We conducted a cross-sectional study with 21 subjects exhibiting varying levels of cognitive and motor impairment. We tested three robot-based tasks – trajectory tracking, N-back, and spatial span – to assess if metrics derived from these tasks were sensitive to differences in subjects with varying levels of executive function and upper limb motor impairments. We also examined how well these metrics could estimate clinical cognitive and motor scores. The results showed that the average sequence length on the robot-based spatial span task was the most sensitive to differences between various cognitive and motor impairment levels. We observed strong correlations between robot-based measures and clinical cognitive and motor assessments relevant to the HIV population, such as the Color Trails 1 (rho = 0.83), Color Trails 2 (rho = 0.71), Digit Symbol – Coding (rho = 0.81), Montreal Cognitive Assessment – Executive Function subscore (rho = 0.70), and Box and Block Test (rho = 0.74). Importantly, our results highlight that gross motor impairment may be overlooked in the assessment of HIV-related disability. This study shows that rehabilitation robotics can be expanded to new populations beyond stroke, namely to people living with HIV and those with cognitive impairments. |
format | Online Article Text |
id | pubmed-7987220 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-79872202021-03-23 Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation Bui, Kevin D. Wamsley, Carol A. Shofer, Frances S. Kolson, Dennis L. Johnson, Michelle J. IEEE Trans Neural Syst Rehabil Eng Article There is a pressing need for strategies to slow or treat the progression of functional decline in people living with HIV. This paper explores a novel rehabilitation robotics approach to measuring cognitive and motor impairment in adults living with HIV, including a subset with stroke. We conducted a cross-sectional study with 21 subjects exhibiting varying levels of cognitive and motor impairment. We tested three robot-based tasks – trajectory tracking, N-back, and spatial span – to assess if metrics derived from these tasks were sensitive to differences in subjects with varying levels of executive function and upper limb motor impairments. We also examined how well these metrics could estimate clinical cognitive and motor scores. The results showed that the average sequence length on the robot-based spatial span task was the most sensitive to differences between various cognitive and motor impairment levels. We observed strong correlations between robot-based measures and clinical cognitive and motor assessments relevant to the HIV population, such as the Color Trails 1 (rho = 0.83), Color Trails 2 (rho = 0.71), Digit Symbol – Coding (rho = 0.81), Montreal Cognitive Assessment – Executive Function subscore (rho = 0.70), and Box and Block Test (rho = 0.74). Importantly, our results highlight that gross motor impairment may be overlooked in the assessment of HIV-related disability. This study shows that rehabilitation robotics can be expanded to new populations beyond stroke, namely to people living with HIV and those with cognitive impairments. 2021-03-03 2021 /pmc/articles/PMC7987220/ /pubmed/33534709 http://dx.doi.org/10.1109/TNSRE.2021.3056908 Text en This work is licensed under a Creative Commons Attribution 4.0 License. For more information, see https://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Bui, Kevin D. Wamsley, Carol A. Shofer, Frances S. Kolson, Dennis L. Johnson, Michelle J. Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation |
title | Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation |
title_full | Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation |
title_fullStr | Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation |
title_full_unstemmed | Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation |
title_short | Robot-Based Assessment of HIV-Related Motor and Cognitive Impairment for Neurorehabilitation |
title_sort | robot-based assessment of hiv-related motor and cognitive impairment for neurorehabilitation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7987220/ https://www.ncbi.nlm.nih.gov/pubmed/33534709 http://dx.doi.org/10.1109/TNSRE.2021.3056908 |
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