Mascia Guido, Meyer Brett M, Cherian Josh, Kairamkonda Dheeraj D, Fanning Jason, Rice Paige E, Sosnoff Jacob J, Solomon Andrew J, McGinnis Ellen W, McGinnis Ryan S
IEEE Trans Neural Syst Rehabil Eng. 2025;33:3096-3104. doi: 10.1109/TNSRE.2025.3594540.
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.
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,尤其是下肢,会导致疲劳加剧和行动能力受损。30秒椅子站立测试(30CST)是一种功能评估,可测量多发性硬化症患者(PwMS)的肌肉力量和耐力。本研究引入了旋转功率(RP),这是一种从单个大腿佩戴式加速度计得出的新指标,可作为坐立(SI-ST)和站立坐立(ST-SI)转换过程中体重标准化机械功率的替代指标。我们在17名PwMS患者中进行了分析和临床验证,这些患者在进行30CST时佩戴了加速度计和用于参考的动作捕捉系统。分析验证表明,RP与SI-ST(r = 0.79)和ST-SI(r = 0.60)的峰值机械功率均具有很强的相关性。临床验证显示,在30CST中计算出的峰值RP的第95百分位数与既定的临床指标之间存在强至中度的显著关联,包括重复次数、活动特定平衡信心量表和改良疲劳影响量表。对动作捕捉机械功率进行的相同分析显示了相似的结果以及相关方向的一致性。对30CST期间急性疲劳的分析表明,任务期间RP显著下降,尤其是在向心转换期间。研究结果表明,RP是一种使用单个可穿戴传感器监测PwMS患者功能表现和急性疲劳的有效且实用的指标,呼吁其在自由生活环境中的未来应用。