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Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance
Background: The six-minute walk (6MW) test is a validated assessment method in Multiple Sclerosis (MS) research. While the total distance covered during six minutes (6MW(TD)) is often used as the standard measurement of gait capacity (i.e., the maximum distance one can achieve), we hypothesize that...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352578/ https://www.ncbi.nlm.nih.gov/pubmed/34381416 http://dx.doi.org/10.3389/fneur.2021.698599 |
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author | Chen, Shanshan Sierra, Salvador Shin, Yongyun Goldman, Myla D. |
author_facet | Chen, Shanshan Sierra, Salvador Shin, Yongyun Goldman, Myla D. |
author_sort | Chen, Shanshan |
collection | PubMed |
description | Background: The six-minute walk (6MW) test is a validated assessment method in Multiple Sclerosis (MS) research. While the total distance covered during six minutes (6MW(TD)) is often used as the standard measurement of gait capacity (i.e., the maximum distance one can achieve), we hypothesize that endurance (i.e., ability to maintain speed over a prolonged time) can be inferred by the gait speed trajectory (GST) during the 6MW test (6MW(GST)). Objective: To characterize group differences in 6MW(GST) between MS patients and healthy controls (HCs), and to assess information added by 6MW(GST) for discerning between MS patients and HCs. Methods: We performed a secondary data analysis on a cross-sectional cohort of 40 MS and 20 HC subjects with three repeated 6MW tests. We modeled 6MW(GST) using a linear mixed-effects model with time in minutes and replicated walks nested within individuals. We compared the discernibility of 6MW(GST) with that of conventional metrics using likelihood ratio tests and receiver operating characteristic (ROC) analysis on logistic regression models. Results: MS subjects showed a concave, quadratic GST during 6MW tests, slowing down more than the HC subjects, especially at the beginning of 6MW tests. Despite accelerating at the end of the 6MW, MS subjects were unable to attain or surpass their initial 6MW gait speeds. 6MW(GST) added useful information (p = 0.002) to the conventional metrics (e.g., 6MW(TD)) for discerning between MS and HC subjects, and increased the area under the ROC curve from 0.83 to 0.93 (p = 0.037). Conclusions: The distinctive 6MW(GST) pattern of MS patients provided increased discernibility compared with currently used gait metrics. Both gait capacity measured by the 6MW(TD), and gait endurance measured by parameters of 6MW(GST), are significant functional indicators for the MS population. |
format | Online Article Text |
id | pubmed-8352578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83525782021-08-10 Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance Chen, Shanshan Sierra, Salvador Shin, Yongyun Goldman, Myla D. Front Neurol Neurology Background: The six-minute walk (6MW) test is a validated assessment method in Multiple Sclerosis (MS) research. While the total distance covered during six minutes (6MW(TD)) is often used as the standard measurement of gait capacity (i.e., the maximum distance one can achieve), we hypothesize that endurance (i.e., ability to maintain speed over a prolonged time) can be inferred by the gait speed trajectory (GST) during the 6MW test (6MW(GST)). Objective: To characterize group differences in 6MW(GST) between MS patients and healthy controls (HCs), and to assess information added by 6MW(GST) for discerning between MS patients and HCs. Methods: We performed a secondary data analysis on a cross-sectional cohort of 40 MS and 20 HC subjects with three repeated 6MW tests. We modeled 6MW(GST) using a linear mixed-effects model with time in minutes and replicated walks nested within individuals. We compared the discernibility of 6MW(GST) with that of conventional metrics using likelihood ratio tests and receiver operating characteristic (ROC) analysis on logistic regression models. Results: MS subjects showed a concave, quadratic GST during 6MW tests, slowing down more than the HC subjects, especially at the beginning of 6MW tests. Despite accelerating at the end of the 6MW, MS subjects were unable to attain or surpass their initial 6MW gait speeds. 6MW(GST) added useful information (p = 0.002) to the conventional metrics (e.g., 6MW(TD)) for discerning between MS and HC subjects, and increased the area under the ROC curve from 0.83 to 0.93 (p = 0.037). Conclusions: The distinctive 6MW(GST) pattern of MS patients provided increased discernibility compared with currently used gait metrics. Both gait capacity measured by the 6MW(TD), and gait endurance measured by parameters of 6MW(GST), are significant functional indicators for the MS population. Frontiers Media S.A. 2021-07-26 /pmc/articles/PMC8352578/ /pubmed/34381416 http://dx.doi.org/10.3389/fneur.2021.698599 Text en Copyright © 2021 Chen, Sierra, Shin and Goldman. 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 Chen, Shanshan Sierra, Salvador Shin, Yongyun Goldman, Myla D. Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance |
title | Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance |
title_full | Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance |
title_fullStr | Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance |
title_full_unstemmed | Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance |
title_short | Gait Speed Trajectory During the Six-Minute Walk Test in Multiple Sclerosis: A Measure of Walking Endurance |
title_sort | gait speed trajectory during the six-minute walk test in multiple sclerosis: a measure of walking endurance |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8352578/ https://www.ncbi.nlm.nih.gov/pubmed/34381416 http://dx.doi.org/10.3389/fneur.2021.698599 |
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