利用可穿戴加速度计对上肢双侧协同配合进行时间定位。

IF 2.3 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES
PeerJ Pub Date : 2024-09-03 eCollection Date: 2024-01-01 DOI:10.7717/peerj.17858
Khadija F Zaidi, Qi Wei
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引用次数: 0

摘要

背景:人的上肢具有与生俱来的运动能力,可以灵活自如地完成各种任务。上肢功能受限是脑卒中的常见后遗症,会导致对侧手臂出现明显的运动和感觉障碍。虽然许多治疗干预措施都侧重于较弱手臂的康复,但越来越明显的是,有必要考虑双臂协调和运动控制:招募的参与者分为年龄不同的两组(第一组(n = 10):23.4 ± 2.9 岁;第二组(n = 10):23.4 ± 2.9 岁:23.4 ± 2.9 岁,第 2 组(n = 10):55.9 ± 10.6 岁:55.9 ± 10.6 岁),对使用加速度计量化双侧协调性进行探索性研究。研究人员选择了三项以协调伸手为特征的任务,以调查日常生活活动(ADL)中上臂、前臂和手的加速度。受试者的上臂、前臂和手部分别装有加速度和倾角传感器。用 MATLAB 对数据进行分割,以评估肢体间和肢体内的协调性。肢体间协调通过左右肢体的上臂、前臂或手部之间的不相似指数和一致运动的时间位置来表示。肢体内部的协调性同样是在优势肢体的上臂-前臂、上臂-手部和前臂-手部之间进行评估:研究结果:加速度数据显示了在三项不同任务中特定任务的运动特征。随着任务复杂程度的增加,各组的相似性降低。在扣纽扣的任务中,各组的手部表现出明显的差异,第 1 组在扣纽扣时手部没有表现出协调性,而在上臂和前臂引导伸展到达每个纽扣时则表现出很强的协调性。第 2 组的相似度得分和相似度百分比表明,肢体间的协调时间更长,尤其是在完成动作时。第 1 组的差异得分和相似百分比表明,肢体内部协调的时间更长,尤其是上臂和前臂部分的协调:扩展普罗克汝斯方法可用于计算客观的协调得分,使用的可穿戴加速度传感器方便易得且高度精确。关于任务持续时间、角速度和滚动角峰值的研究结果得到了以往研究的支持,这些研究发现老年人的动作较慢,运动稳定性降低,肢体之间的侧向性减弱。35 岁以上受试者的肢体间协调能力较强,这也支持了随着年龄增长而向四肢灵巧性转变的理论。而 30 岁以下的受试者则表现出更长时间的肢体内部协调,上臂和前臂协调可能是表现出更大稳定性的一个原因。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Temporal localization of upper extremity bilateral synergistic coordination using wearable accelerometers.

Background: The human upper extremity is characterized by inherent motor abundance, allowing a diverse array of tasks with agility and adaptability. Upper extremity functional limitations are a common sequela to Stroke, resulting in pronounced motor and sensory impairments in the contralesional arm. While many therapeutic interventions focus on rehabilitating the weaker arm, it is increasingly evident that it is necessary to consider bimanual coordination and motor control.

Methods: Participants were recruited to two groups differing in age (Group 1 (n = 10): 23.4 ± 2.9 years, Group 2 (n = 10): 55.9 ± 10.6 years) for an exploratory study on the use of accelerometry to quantify bilateral coordination. Three tasks featuring coordinated reaching were selected to investigate the acceleration of the upper arm, forearm, and hand during activities of daily living (ADLs). Subjects were equipped with acceleration and inclination sensors on each upper arm, each forearm, and each hand. Data was segmented in MATLAB to assess inter-limb and intra-limb coordination. Inter-limb coordination was indicated through dissimilarity indices and temporal locations of congruous movement between upper arm, forearm, or hand segments of the right and left limbs. Intra-limb coordination was likewise assessed between upper arm-forearm, upper arm-hand, and forearm-hand segment pairs of the dominant limb.

Findings: Acceleration data revealed task-specific movement features during the three distinct tasks. Groups demonstrated diminished similarity as task complexity increased. Groups differed significantly in the hand segments during the buttoning task, with Group 1 showing no coordination in the hand segments during buttoning, and strong coordination in reaching each button with the upper arm and forearm guiding extension. Group 2's dissimilarity scores and percentages of similarity indicated longer periods of inter-limb coordination, particularly towards movement completion. Group 1's dissimilarity scores and percentages of similarity indicated longer periods of intra-limb coordination, particularly in the coordination of the upper arm and forearm segments.

Interpretation: The Expanding Procrustes methodology can be applied to compute objective coordination scores using accessible and highly accurate wearable acceleration sensors. The findings of task duration, angular velocity, and peak roll angle are supported by previous studies finding older individuals to present with slower movements, reduced movement stability, and a reduction of laterality between the limbs. The theory of a shift towards ambidexterity with age is supported by the finding of greater inter-limb coordination in the group of subjects above the age of thirty-five. The group below the age of thirty was found to demonstrate longer periods of intra-limb coordination, with upper arm and forearm coordination emerging as a possible explanation for the demonstrated greater stability.

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来源期刊
PeerJ
PeerJ MULTIDISCIPLINARY SCIENCES-
CiteScore
4.70
自引率
3.70%
发文量
1665
审稿时长
10 weeks
期刊介绍: PeerJ is an open access peer-reviewed scientific journal covering research in the biological and medical sciences. At PeerJ, authors take out a lifetime publication plan (for as little as $99) which allows them to publish articles in the journal for free, forever. PeerJ has 5 Nobel Prize Winners on the Board; they have won several industry and media awards; and they are widely recognized as being one of the most interesting recent developments in academic publishing.
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