Rotational Power: A New Accelerometer-Derived Metric to Assess Functional Impairment in Multiple Sclerosis

IF 5.2 2区 医学 Q2 ENGINEERING, BIOMEDICAL
Guido Mascia;Brett M. Meyer;Josh Cherian;Dheeraj D. Kairamkonda;Jason Fanning;Paige E. Rice;Jacob J. Sosnoff;Andrew J. Solomon;Ellen W. McGinnis;Ryan S. McGinnis
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Abstract

Multiple sclerosis (MS) is a neurodegenerative disease that affects sensorimotor function, particularly in the lower limbs, leading to increased fatigue and impaired mobility. The 30-second chair stand test (30CST) is a functional assessment that captures muscular strength and endurance in people with MS (PwMS). This study introduces Rotational Power (RP), which is a new metric derived from a single thigh-worn accelerometer, that can serve as a surrogate for body-mass normalized mechanical power during sit-to-stand (SI-ST) and stand-to-sit (ST-SI) transitions. We validate the metric both analytically and clinically in seventeen PwMS who performed a 30CST while instrumented with an accelerometer and a motion-capture system for reference. Analytical validation demonstrated a strong correlation with peak mechanical power for both SI-ST (r = 0.79) and ST-SI (r = 0.60). Clinical validation revealed strong-to-moderate significant associations between the $95^{\text {th}}$ percentile of peak RP computed across the 30CST and established clinical measures, including the number of repetitions, activity specific balance confidence scale, and modified fatigue impact scale. The same analysis performed on the motion-capture mechanical power showed similar results and concordance in correlation direction. Analysis of acute fatigue during the 30CST showed a significant decline in RP during the task, particularly for concentric transitions. Findings suggest that RP is a valid and practical metric for monitoring functional performance and acute fatigue in PwMS using a single wearable sensor, calling for its future use in free-living settings.
旋转功率:一种评估多发性硬化症功能损害的加速度计衍生的新指标。
多发性硬化症(MS)是一种影响感觉运动功能的神经退行性疾病,特别是在下肢,导致疲劳增加和活动能力受损。30秒椅子站立测试(30CST)是一项功能评估,用于评估多发性硬化症患者的肌肉力量和耐力。本研究引入了旋转功率(RP),这是一种由单个大腿穿戴式加速度计衍生出来的新度量,可以作为坐姿到站立(SI-ST)和站立到坐姿(ST-SI)转换过程中身体质量归一化机械功率的替代品。我们对17名PwMS进行了分析和临床验证,这些PwMS在使用加速度计和运动捕捉系统作为参考的同时进行了30CST。分析验证表明,SI-ST (r = 0.79)和ST-SI (r = 0.60)与峰值机械功率有很强的相关性。临床验证显示,在30CST中计算的峰值RP的第95百分位数与建立的临床测量(包括重复次数、活动特定平衡置信量表和修正疲劳影响量表)之间存在强到中度的显著关联。对运动捕捉机械动力进行了相同的分析,结果相似,且在相关方向上一致。在30CST期间的急性疲劳分析显示,在任务期间RP显着下降,特别是在同心过渡期间。研究结果表明,RP是使用单个可穿戴传感器监测PwMS功能性能和急性疲劳的有效实用指标,呼吁其未来在自由生活环境中使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.60
自引率
8.20%
发文量
479
审稿时长
6-12 weeks
期刊介绍: Rehabilitative and neural aspects of biomedical engineering, including functional electrical stimulation, acoustic dynamics, human performance measurement and analysis, nerve stimulation, electromyography, motor control and stimulation; and hardware and software applications for rehabilitation engineering and assistive devices.
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