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In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy

BACKGROUND: Robots have been proposed as tools to measure bimanual coordination in children with unilateral cerebral palsy (uCP). However, previous research only examined one task and clinical interpretation remains challenging due to the large amount of generated data. This cross-sectional study ai...

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Autores principales: Decraene, Lisa, Orban de Xivry, Jean-Jacques, Kleeren, Lize, Crotti, Monica, Verheyden, Geert, Ortibus, Els, Feys, Hilde, Mailleux, Lisa, Klingels, Katrijn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640737/
https://www.ncbi.nlm.nih.gov/pubmed/37951867
http://dx.doi.org/10.1186/s12984-023-01278-6
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author Decraene, Lisa
Orban de Xivry, Jean-Jacques
Kleeren, Lize
Crotti, Monica
Verheyden, Geert
Ortibus, Els
Feys, Hilde
Mailleux, Lisa
Klingels, Katrijn
author_facet Decraene, Lisa
Orban de Xivry, Jean-Jacques
Kleeren, Lize
Crotti, Monica
Verheyden, Geert
Ortibus, Els
Feys, Hilde
Mailleux, Lisa
Klingels, Katrijn
author_sort Decraene, Lisa
collection PubMed
description BACKGROUND: Robots have been proposed as tools to measure bimanual coordination in children with unilateral cerebral palsy (uCP). However, previous research only examined one task and clinical interpretation remains challenging due to the large amount of generated data. This cross-sectional study aims to examine bimanual coordination by using multiple bimanual robotics tasks in children with uCP, and their relation to task execution and unimanual performance. METHODS: The Kinarm exoskeleton robot was used in 50 children with uCP (mean age: 11 years 11 months ± 2 years 10 months, Manual Ability Classification system (MACS-levels: l = 27, ll = 16, lll = 7)) and 50 individually matched typically developing children (TDC). All participants performed three tasks: object-hit (hit falling balls), ball-on-bar (balance a ball on a bar while moving to a target) and circuit task (move a cursor along a circuit by making horizontal and vertical motions with their right and left hand, respectively). Bimanual parameters provided information about bimanual coupling and interlimb differences. Differences between groups and MACS-levels were investigated using ANCOVA with age as covariate (α < 0.05, [Formula: see text] ). Correlation analysis (r) linked bimanual coordination to task execution and unimanual parameters. RESULTS: Children with uCP exhibited worse bimanual coordination compared to TDC in all tasks (p ≤ 0.05, [Formula: see text]  = 0.05–0.34). The ball-on-bar task displayed high effect size differences between groups in both bimanual coupling and interlimb differences (p < 0.001, [Formula: see text]  = 0.18–0.36), while the object-hit task exhibited variations in interlimb differences (p < 0.001, [Formula: see text]  = 0.22–0.34) and the circuit task in bimanual coupling (p < 0.001, [Formula: see text]  = 0.31). Mainly the performance of the ball-on-bar task (p < 0.05, [Formula: see text]  = 0.18–0.51) was modulated by MACS-levels, showing that children with MACS-level lll had worse bimanual coordination compared to children with MACS-level l and/or II. Ball-on-bar outcomes were highly related to task execution (r = − 0.75–0.70), whereas more interlimb differences of the object-hit task were moderately associated with a worse performance of the non-dominant hand (r = − 0.69–(− 0.53)). CONCLUSION: This study gained first insight in important robotic tasks and outcome measures to quantify bimanual coordination deficits in children with uCP. The ball-on-bar task showed the most discriminative ability for both bimanual coupling and interlimb differences, while the object-hit and circuit tasks are unique to interlimb differences and bimanual coupling, respectively. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-023-01278-6.
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spelling pubmed-106407372023-11-11 In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy Decraene, Lisa Orban de Xivry, Jean-Jacques Kleeren, Lize Crotti, Monica Verheyden, Geert Ortibus, Els Feys, Hilde Mailleux, Lisa Klingels, Katrijn J Neuroeng Rehabil Research BACKGROUND: Robots have been proposed as tools to measure bimanual coordination in children with unilateral cerebral palsy (uCP). However, previous research only examined one task and clinical interpretation remains challenging due to the large amount of generated data. This cross-sectional study aims to examine bimanual coordination by using multiple bimanual robotics tasks in children with uCP, and their relation to task execution and unimanual performance. METHODS: The Kinarm exoskeleton robot was used in 50 children with uCP (mean age: 11 years 11 months ± 2 years 10 months, Manual Ability Classification system (MACS-levels: l = 27, ll = 16, lll = 7)) and 50 individually matched typically developing children (TDC). All participants performed three tasks: object-hit (hit falling balls), ball-on-bar (balance a ball on a bar while moving to a target) and circuit task (move a cursor along a circuit by making horizontal and vertical motions with their right and left hand, respectively). Bimanual parameters provided information about bimanual coupling and interlimb differences. Differences between groups and MACS-levels were investigated using ANCOVA with age as covariate (α < 0.05, [Formula: see text] ). Correlation analysis (r) linked bimanual coordination to task execution and unimanual parameters. RESULTS: Children with uCP exhibited worse bimanual coordination compared to TDC in all tasks (p ≤ 0.05, [Formula: see text]  = 0.05–0.34). The ball-on-bar task displayed high effect size differences between groups in both bimanual coupling and interlimb differences (p < 0.001, [Formula: see text]  = 0.18–0.36), while the object-hit task exhibited variations in interlimb differences (p < 0.001, [Formula: see text]  = 0.22–0.34) and the circuit task in bimanual coupling (p < 0.001, [Formula: see text]  = 0.31). Mainly the performance of the ball-on-bar task (p < 0.05, [Formula: see text]  = 0.18–0.51) was modulated by MACS-levels, showing that children with MACS-level lll had worse bimanual coordination compared to children with MACS-level l and/or II. Ball-on-bar outcomes were highly related to task execution (r = − 0.75–0.70), whereas more interlimb differences of the object-hit task were moderately associated with a worse performance of the non-dominant hand (r = − 0.69–(− 0.53)). CONCLUSION: This study gained first insight in important robotic tasks and outcome measures to quantify bimanual coordination deficits in children with uCP. The ball-on-bar task showed the most discriminative ability for both bimanual coupling and interlimb differences, while the object-hit and circuit tasks are unique to interlimb differences and bimanual coupling, respectively. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12984-023-01278-6. BioMed Central 2023-11-11 /pmc/articles/PMC10640737/ /pubmed/37951867 http://dx.doi.org/10.1186/s12984-023-01278-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Decraene, Lisa
Orban de Xivry, Jean-Jacques
Kleeren, Lize
Crotti, Monica
Verheyden, Geert
Ortibus, Els
Feys, Hilde
Mailleux, Lisa
Klingels, Katrijn
In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy
title In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy
title_full In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy
title_fullStr In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy
title_full_unstemmed In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy
title_short In-depth quantification of bimanual coordination using the Kinarm exoskeleton robot in children with unilateral cerebral palsy
title_sort in-depth quantification of bimanual coordination using the kinarm exoskeleton robot in children with unilateral cerebral palsy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10640737/
https://www.ncbi.nlm.nih.gov/pubmed/37951867
http://dx.doi.org/10.1186/s12984-023-01278-6
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