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Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking
Gait automaticity refers to the ability to walk with minimal recruitment of attentional networks typically mediated through the prefrontal cortex (PFC). Reduced gait automaticity is common with aging, contributing to an increased risk of falls and reduced quality of life. A common assessment of gait...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418087/ https://www.ncbi.nlm.nih.gov/pubmed/37577644 http://dx.doi.org/10.1101/2023.07.31.551290 |
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author | Liu, Shuqi Rosso, Andrea L. Baillargeon, Emma M. Weinstein, Andrea M. Rosano, Caterina Torres-Oviedo, Gelsy |
author_facet | Liu, Shuqi Rosso, Andrea L. Baillargeon, Emma M. Weinstein, Andrea M. Rosano, Caterina Torres-Oviedo, Gelsy |
author_sort | Liu, Shuqi |
collection | PubMed |
description | Gait automaticity refers to the ability to walk with minimal recruitment of attentional networks typically mediated through the prefrontal cortex (PFC). Reduced gait automaticity is common with aging, contributing to an increased risk of falls and reduced quality of life. A common assessment of gait automaticity involves examining PFC activation using near-infrared spectroscopy (fNIRS) during dual-task (DT) paradigms, such as walking while performing a cognitive task. However, neither PFC activity nor task performance in isolation measures automaticity accurately. For example, greater PFC activation could be interpreted as worse gait automaticity when accompanied by poorer DT performance, but when accompanied by better DT performance, it could be seen as successful compensation. Thus, there is a need to incorporate behavioral performance and PFC measurements for a more comprehensive evaluation of gait automaticity. To address this need, we propose a novel automaticity index as an analytical approach that combines changes in PFC activity with changes in DT performance to quantify gait automaticity. We validated the index in 173 participants (≥65 y/o) who completed DTs with two levels of difficulty while PFC activation was recorded with fNIRS. The two DTs consisted of reciting every other letter of the alphabet while walking over either an even or uneven surface. We found that as DT difficulty increases, more participants showed the anticipated decrease in automaticity as measured by the novel index compared to PFC activation. Furthermore, when comparing across individuals, lower cognitive function related to worse automaticity index, but not PFC activation or DT performance. In sum, the proposed index better quantified the differences in automaticity between tasks and individuals by providing a unified measure of gait automaticity that includes both brain activation and performance. This new approach opens exciting possibilities to assess participant-specific deficits and compare rehabilitation outcomes from gait automaticity interventions. |
format | Online Article Text |
id | pubmed-10418087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-104180872023-08-12 Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking Liu, Shuqi Rosso, Andrea L. Baillargeon, Emma M. Weinstein, Andrea M. Rosano, Caterina Torres-Oviedo, Gelsy bioRxiv Article Gait automaticity refers to the ability to walk with minimal recruitment of attentional networks typically mediated through the prefrontal cortex (PFC). Reduced gait automaticity is common with aging, contributing to an increased risk of falls and reduced quality of life. A common assessment of gait automaticity involves examining PFC activation using near-infrared spectroscopy (fNIRS) during dual-task (DT) paradigms, such as walking while performing a cognitive task. However, neither PFC activity nor task performance in isolation measures automaticity accurately. For example, greater PFC activation could be interpreted as worse gait automaticity when accompanied by poorer DT performance, but when accompanied by better DT performance, it could be seen as successful compensation. Thus, there is a need to incorporate behavioral performance and PFC measurements for a more comprehensive evaluation of gait automaticity. To address this need, we propose a novel automaticity index as an analytical approach that combines changes in PFC activity with changes in DT performance to quantify gait automaticity. We validated the index in 173 participants (≥65 y/o) who completed DTs with two levels of difficulty while PFC activation was recorded with fNIRS. The two DTs consisted of reciting every other letter of the alphabet while walking over either an even or uneven surface. We found that as DT difficulty increases, more participants showed the anticipated decrease in automaticity as measured by the novel index compared to PFC activation. Furthermore, when comparing across individuals, lower cognitive function related to worse automaticity index, but not PFC activation or DT performance. In sum, the proposed index better quantified the differences in automaticity between tasks and individuals by providing a unified measure of gait automaticity that includes both brain activation and performance. This new approach opens exciting possibilities to assess participant-specific deficits and compare rehabilitation outcomes from gait automaticity interventions. Cold Spring Harbor Laboratory 2023-08-26 /pmc/articles/PMC10418087/ /pubmed/37577644 http://dx.doi.org/10.1101/2023.07.31.551290 Text en https://creativecommons.org/licenses/by-nd/4.0/This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, and only so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Liu, Shuqi Rosso, Andrea L. Baillargeon, Emma M. Weinstein, Andrea M. Rosano, Caterina Torres-Oviedo, Gelsy Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
title | Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
title_full | Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
title_fullStr | Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
title_full_unstemmed | Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
title_short | Novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
title_sort | novel automaticity index reveals a cognitive ability-related decline in gait automaticity during dual-task walking |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418087/ https://www.ncbi.nlm.nih.gov/pubmed/37577644 http://dx.doi.org/10.1101/2023.07.31.551290 |
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