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单侧脑瘫儿童行走动作数据的过滤:一项初步研究。

Filtering walking actigraphy data in children with unilateral cerebral palsy: A preliminary study.

机构信息

Department of Health Sciences and Technology, Samsung Advanced Institute for Health Sciences and Technology, Sungkyunkwan University, Seoul, Republic of Korea.

Department of Physical and Rehabilitation Medicine, Sungkyunkwan University School of Medicine, Samsung Medical Center, Seoul, Republic of Korea.

出版信息

PLoS One. 2024 May 9;19(5):e0303090. doi: 10.1371/journal.pone.0303090. eCollection 2024.

DOI:10.1371/journal.pone.0303090
PMID:38722902
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11081346/
Abstract

This study aimed to determine whether filtering out walking-related actigraphy data improves the reliability and accuracy of real-world upper extremity activity assessment in children with unilateral cerebral palsy. Twenty-two children aged 4-12 years diagnosed with unilateral cerebral palsy were included in this study, which was drawn from a two-phase randomized controlled trial conducted from July 2021 to December 2022. Data were collected from a tertiary hospital in Seoul, Republic of Korea. Participants were monitored using tri-axial accelerometers on both wrists across three time points (namely, T0, T1, and T2) over 3 days; interventions were used between each time point. Concurrently, an in-laboratory study focusing on walking and bimanual tasks was conducted with four participants. Data filtration resulted in a reduction of 8.20% in total data entry. With respect to reliability assessment, the intra-class correlation coefficients indicated enhanced consistency after filtration, with increased values for both the affected and less-affected sides. Before filtration, the magnitude counts for both sides showed varying tendencies, depending on the time points; however, they presented a consistent and stable trend after filtration. The findings of this research underscore the importance of accurately interpreting actigraphy measurements in children with unilateral cerebral palsy for targeted upper limb intervention by filtering walking-induced data.

摘要

本研究旨在确定过滤与行走相关的动作活动数据是否能提高单侧脑瘫儿童真实上肢活动评估的可靠性和准确性。本研究共纳入 22 名年龄在 4 至 12 岁之间被诊断为单侧脑瘫的儿童,该研究是从 2021 年 7 月至 2022 年 12 月进行的一项两阶段随机对照试验中抽取的。数据来自韩国首尔的一家三甲医院。参与者在三天内的三个时间点(即 T0、T1 和 T2)使用三轴加速度计监测双侧手腕;在每个时间点之间使用干预措施。同时,对四名参与者进行了一项侧重于行走和双手任务的实验室研究。数据过滤导致总数据录入减少了 8.20%。就可靠性评估而言,过滤后,内类相关系数表明一致性增强,患侧和非患侧的值都有所增加。过滤前,两侧的幅度计数根据时间点呈现出不同的趋势,但过滤后呈现出一致和稳定的趋势。本研究的结果强调了在单侧脑瘫儿童中准确解释动作活动测量的重要性,以便通过过滤行走引起的数据来进行有针对性的上肢干预。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6fa/11081346/5cf6a56afcf6/pone.0303090.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6fa/11081346/86db2ca40981/pone.0303090.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6fa/11081346/5cf6a56afcf6/pone.0303090.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6fa/11081346/86db2ca40981/pone.0303090.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c6fa/11081346/5cf6a56afcf6/pone.0303090.g002.jpg

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本文引用的文献

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Constraint Induced Movement Therapy in Infants and Toddlers with Hemiplegic Cerebral Palsy: A Scoping Review.强制性诱导运动疗法治疗偏瘫型脑瘫婴幼儿:范围综述。
Occup Ther Health Care. 2022 Jan;36(1):29-45. doi: 10.1080/07380577.2021.1953206. Epub 2021 Aug 2.
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The gait is less stable in children with cerebral palsy in normal and dual-task gait compared to typically developed peers.脑瘫儿童在正常步态和双重任务步态中的步态稳定性较正常发育同龄人差。
J Biomech. 2021 Mar 5;117:110244. doi: 10.1016/j.jbiomech.2021.110244. Epub 2021 Jan 15.
3
Accelerometer Measurements Indicate That Arm Movements of Children With Cerebral Palsy Do Not Increase After Constraint-Induced Movement Therapy (CIMT).
加速度计测量表明脑瘫儿童的手臂运动在强制性运动疗法(CIMT)后并没有增加。
Am J Occup Ther. 2020 Sep/Oct;74(5):7405205100p1-7405205100p9. doi: 10.5014/ajot.2020.040246.
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Constraint-induced movement therapy in children with unilateral cerebral palsy.单侧脑瘫患儿的强制性诱导运动疗法
Cochrane Database Syst Rev. 2019 Apr 1;4(4):CD004149. doi: 10.1002/14651858.CD004149.pub3.
5
Actigraph assessment for measuring upper limb activity in unilateral cerebral palsy.使用加速度计评估单侧脑瘫患者的上肢活动。
J Neuroeng Rehabil. 2019 Feb 22;16(1):30. doi: 10.1186/s12984-019-0499-7.
6
Assessment of upper limb use in children with typical development and neurodevelopmental disorders by inertial sensors: a systematic review.使用惯性传感器评估典型发育和神经发育障碍儿童的上肢使用情况:系统评价。
J Neuroeng Rehabil. 2018 Nov 6;15(1):94. doi: 10.1186/s12984-018-0447-y.
7
Exploring the feasibility and use of accelerometers before, during, and after a camp-based CIMT program for children with cerebral palsy.探索在以营地为基础的儿童脑性瘫痪强制性诱导运动疗法(CIMT)项目开展之前、期间及之后使用加速度计的可行性及应用情况。
J Pediatr Rehabil Med. 2017;10(1):27-36. doi: 10.3233/PRM-170408.
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Restricted Arm Swing Affects Gait Stability and Increased Walking Speed Alters Trunk Movements in Children with Cerebral Palsy.受限的摆臂影响脑瘫儿童的步态稳定性,而步行速度增加会改变其躯干运动。
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Changes in Gait Variability From First Steps to Adulthood: Normative Data for the Gait Variability Index.从第一步到成年期步态变异性的变化:步态变异性指数的规范数据
J Mot Behav. 2016 May-Jun;48(3):249-55. doi: 10.1080/00222895.2015.1084986. Epub 2015 Sep 21.
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Multi-scale complexity analysis of muscle coactivation during gait in children with cerebral palsy.脑瘫儿童步态中肌肉共同激活的多尺度复杂性分析
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