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Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment

BACKGROUND: The cause of smoothness deficits as a proxy for quality of movement post stroke is currently unclear. Previous simulation analyses showed that spectral arc length (SPARC) is a valid metric for investigating smoothness during a multi-joint goal-directed reaching task. The goal of this obs...

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Autores principales: Saes, Mique, Mohamed Refai, Mohamed Irfan, van Kordelaar, Joost, Scheltinga, Bouke L., van Beijnum, Bert-Jan F., Bussmann, Johannes B. J., Buurke, Jaap H., Veltink, Peter H., Meskers, Carel G. M., van Wegen, Erwin E. H., Kwakkel, Gert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461930/
https://www.ncbi.nlm.nih.gov/pubmed/34560898
http://dx.doi.org/10.1186/s12984-021-00937-w
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author Saes, Mique
Mohamed Refai, Mohamed Irfan
van Kordelaar, Joost
Scheltinga, Bouke L.
van Beijnum, Bert-Jan F.
Bussmann, Johannes B. J.
Buurke, Jaap H.
Veltink, Peter H.
Meskers, Carel G. M.
van Wegen, Erwin E. H.
Kwakkel, Gert
author_facet Saes, Mique
Mohamed Refai, Mohamed Irfan
van Kordelaar, Joost
Scheltinga, Bouke L.
van Beijnum, Bert-Jan F.
Bussmann, Johannes B. J.
Buurke, Jaap H.
Veltink, Peter H.
Meskers, Carel G. M.
van Wegen, Erwin E. H.
Kwakkel, Gert
author_sort Saes, Mique
collection PubMed
description BACKGROUND: The cause of smoothness deficits as a proxy for quality of movement post stroke is currently unclear. Previous simulation analyses showed that spectral arc length (SPARC) is a valid metric for investigating smoothness during a multi-joint goal-directed reaching task. The goal of this observational study was to investigate how SPARC values change over time, and whether SPARC is longitudinally associated with the recovery from motor impairments reflected by the Fugl-Meyer motor assessment of the upper extremity (FM-UE) in the first 6 months after stroke. METHODS: Forty patients who suffered a first-ever unilateral ischemic stroke (22 males, aged 58.6 ± 12.5 years) with upper extremity paresis underwent kinematic and clinical measurements in weeks 1, 2, 3, 4, 5, 8, 12, and 26 post stroke. Clinical measures included amongst others FM-UE. SPARC was obtained by three-dimensional kinematic measurements using an electromagnetic motion tracking system during a reach-to-grasp movement. Kinematic assessments of 12 healthy, age-matched individuals served as reference. Longitudinal linear mixed model analyses were performed to determine SPARC change over time, compare smoothness in patients with reference values of healthy individuals, and establish the longitudinal association between SPARC and FM-UE scores. RESULTS: SPARC showed a significant positive longitudinal association with FM-UE (B: 31.73, 95%-CI: [27.27 36.20], P < 0.001), which encompassed significant within- and between-subject effects (B: 30.85, 95%-CI: [26.28 35.41], P < 0.001 and B: 50.59, 95%-CI: [29.97 71.21], P < 0.001, respectively). Until 5 weeks post stroke, progress of time contributed significantly to the increase in SPARC and FM-UE scores (P < 0.05), whereafter they levelled off. At group level, smoothness was lower in patients who suffered a stroke compared to healthy subjects at all time points (P < 0.05). CONCLUSIONS: The present findings show that, after stroke, recovery of smoothness in a multi-joint reaching task and recovery from motor impairments are longitudinally associated and follow a similar time course. This suggests that the reduction of smoothness deficits quantified by SPARC is a proper objective reflection of recovery from motor impairment, as reflected by FM-UE, probably driven by a common underlying process of spontaneous neurological recovery early post stroke. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-021-00937-w.
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spelling pubmed-84619302021-09-24 Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment Saes, Mique Mohamed Refai, Mohamed Irfan van Kordelaar, Joost Scheltinga, Bouke L. van Beijnum, Bert-Jan F. Bussmann, Johannes B. J. Buurke, Jaap H. Veltink, Peter H. Meskers, Carel G. M. van Wegen, Erwin E. H. Kwakkel, Gert J Neuroeng Rehabil Research BACKGROUND: The cause of smoothness deficits as a proxy for quality of movement post stroke is currently unclear. Previous simulation analyses showed that spectral arc length (SPARC) is a valid metric for investigating smoothness during a multi-joint goal-directed reaching task. The goal of this observational study was to investigate how SPARC values change over time, and whether SPARC is longitudinally associated with the recovery from motor impairments reflected by the Fugl-Meyer motor assessment of the upper extremity (FM-UE) in the first 6 months after stroke. METHODS: Forty patients who suffered a first-ever unilateral ischemic stroke (22 males, aged 58.6 ± 12.5 years) with upper extremity paresis underwent kinematic and clinical measurements in weeks 1, 2, 3, 4, 5, 8, 12, and 26 post stroke. Clinical measures included amongst others FM-UE. SPARC was obtained by three-dimensional kinematic measurements using an electromagnetic motion tracking system during a reach-to-grasp movement. Kinematic assessments of 12 healthy, age-matched individuals served as reference. Longitudinal linear mixed model analyses were performed to determine SPARC change over time, compare smoothness in patients with reference values of healthy individuals, and establish the longitudinal association between SPARC and FM-UE scores. RESULTS: SPARC showed a significant positive longitudinal association with FM-UE (B: 31.73, 95%-CI: [27.27 36.20], P < 0.001), which encompassed significant within- and between-subject effects (B: 30.85, 95%-CI: [26.28 35.41], P < 0.001 and B: 50.59, 95%-CI: [29.97 71.21], P < 0.001, respectively). Until 5 weeks post stroke, progress of time contributed significantly to the increase in SPARC and FM-UE scores (P < 0.05), whereafter they levelled off. At group level, smoothness was lower in patients who suffered a stroke compared to healthy subjects at all time points (P < 0.05). CONCLUSIONS: The present findings show that, after stroke, recovery of smoothness in a multi-joint reaching task and recovery from motor impairments are longitudinally associated and follow a similar time course. This suggests that the reduction of smoothness deficits quantified by SPARC is a proper objective reflection of recovery from motor impairment, as reflected by FM-UE, probably driven by a common underlying process of spontaneous neurological recovery early post stroke. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-021-00937-w. BioMed Central 2021-09-24 /pmc/articles/PMC8461930/ /pubmed/34560898 http://dx.doi.org/10.1186/s12984-021-00937-w Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Saes, Mique
Mohamed Refai, Mohamed Irfan
van Kordelaar, Joost
Scheltinga, Bouke L.
van Beijnum, Bert-Jan F.
Bussmann, Johannes B. J.
Buurke, Jaap H.
Veltink, Peter H.
Meskers, Carel G. M.
van Wegen, Erwin E. H.
Kwakkel, Gert
Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
title Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
title_full Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
title_fullStr Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
title_full_unstemmed Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
title_short Smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
title_sort smoothness metric during reach-to-grasp after stroke: part 2. longitudinal association with motor impairment
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461930/
https://www.ncbi.nlm.nih.gov/pubmed/34560898
http://dx.doi.org/10.1186/s12984-021-00937-w
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