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Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies

The upper body accelerations of people with Parkinson’s disease (PD) measured by inertial measurement units (IMUs) may contribute towards diagnostic algorithms and help track disease progression. Before extracting variables related to upper body motion, acceleration signals require realignment to a...

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Autores principales: Buckley, Christopher, Galna, Brook, Rochester, Lynn, Mazzà, Claudia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Sciencem 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5343666/
https://www.ncbi.nlm.nih.gov/pubmed/27992850
http://dx.doi.org/10.1016/j.gaitpost.2016.11.047
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author Buckley, Christopher
Galna, Brook
Rochester, Lynn
Mazzà, Claudia
author_facet Buckley, Christopher
Galna, Brook
Rochester, Lynn
Mazzà, Claudia
author_sort Buckley, Christopher
collection PubMed
description The upper body accelerations of people with Parkinson’s disease (PD) measured by inertial measurement units (IMUs) may contribute towards diagnostic algorithms and help track disease progression. Before extracting variables related to upper body motion, acceleration signals require realignment to a global reference; however, the impact of these techniques on the resulting upper body variables is unclear. Therefore, the aim of this investigation was to examine the impact of four different realignment methods designed to correct acceleration signals on a range of upper body variables in older adults and in patients with PD. Two minutes of continuous gait were measured in 54 community-dwelling older adults (71.1 ± 6.7 years) and 60 people with PD (age: 68.5 ± 9.1 years). Three IMUs placed on the 5th lumbar vertebra, 7th cervical vertebra and the back of the head recorded the acceleration of the upper body. A selection of upper body variables sensitive to impaired upper body control in PD and four acceleration realignment methods were compared. A mixed-model ANOVA showed that the choice of realignment method significantly affected the values of upper body variables as well as their ability to discriminate between the PD and control group. Our findings indicate researchers and clinicians should be cautious when comparing upper body variables extracted from IMUs using different realignment methods, and consideration of realignment technique will be important when identifying the most sensitive markers of disease presence and progression. Therefore, it’s strongly recommend that researchers consider and report their realignment methods when assessing upper body variables during gait.
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spelling pubmed-53436662017-03-17 Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies Buckley, Christopher Galna, Brook Rochester, Lynn Mazzà, Claudia Gait Posture Full Length Article The upper body accelerations of people with Parkinson’s disease (PD) measured by inertial measurement units (IMUs) may contribute towards diagnostic algorithms and help track disease progression. Before extracting variables related to upper body motion, acceleration signals require realignment to a global reference; however, the impact of these techniques on the resulting upper body variables is unclear. Therefore, the aim of this investigation was to examine the impact of four different realignment methods designed to correct acceleration signals on a range of upper body variables in older adults and in patients with PD. Two minutes of continuous gait were measured in 54 community-dwelling older adults (71.1 ± 6.7 years) and 60 people with PD (age: 68.5 ± 9.1 years). Three IMUs placed on the 5th lumbar vertebra, 7th cervical vertebra and the back of the head recorded the acceleration of the upper body. A selection of upper body variables sensitive to impaired upper body control in PD and four acceleration realignment methods were compared. A mixed-model ANOVA showed that the choice of realignment method significantly affected the values of upper body variables as well as their ability to discriminate between the PD and control group. Our findings indicate researchers and clinicians should be cautious when comparing upper body variables extracted from IMUs using different realignment methods, and consideration of realignment technique will be important when identifying the most sensitive markers of disease presence and progression. Therefore, it’s strongly recommend that researchers consider and report their realignment methods when assessing upper body variables during gait. Elsevier Sciencem 2017-02 /pmc/articles/PMC5343666/ /pubmed/27992850 http://dx.doi.org/10.1016/j.gaitpost.2016.11.047 Text en © 2016 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Full Length Article
Buckley, Christopher
Galna, Brook
Rochester, Lynn
Mazzà, Claudia
Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies
title Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies
title_full Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies
title_fullStr Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies
title_full_unstemmed Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies
title_short Quantification of upper body movements during gait in older adults and in those with Parkinson’s disease: impact of acceleration realignment methodologies
title_sort quantification of upper body movements during gait in older adults and in those with parkinson’s disease: impact of acceleration realignment methodologies
topic Full Length Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5343666/
https://www.ncbi.nlm.nih.gov/pubmed/27992850
http://dx.doi.org/10.1016/j.gaitpost.2016.11.047
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