真实世界的姿势转换作为杜氏肌营养不良症功能损害的生物标志物。

Q1 Computer Science
Digital Biomarkers Pub Date : 2025-03-29 eCollection Date: 2025-01-01 DOI:10.1159/000545617
Cailin J Gramling, Dheeraj Dhanvee Kairamkonda, Jamie L Marshall, Carl Morris, Jennifer Marlowe, Brett M Meyer, Paolo DePetrillo, Jaime Franco Betegon, Ellen W McGinnis, Donna M Rizzo, Reed D Gurchiek, Ryan S McGinnis
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引用次数: 0

摘要

杜氏肌营养不良症(DMD)是一种进行性神经肌肉疾病,损害日常功能并导致过早死亡。目前的临床评估被广泛用于表征功能障碍,但由于其主观性和基于努力的性质以及它们仅在单个时间点捕捉症状的快照,因此存在局限性。数字健康技术,如可穿戴设备,允许在日常生活中连续收集运动和生理数据,并可以提供DMD症状对日常功能影响的客观测量。例如,测量步幅速度的第95百分位最近得到了欧洲监管机构的认可,作为评估DMD功能变化的终点,但可穿戴设备在这方面的应用才刚刚开始。在这项研究中,我们利用现实世界的数据对候选功能障碍数字生物标志物进行了初步调查,并进一步探讨了这些参数与既定临床评估之间的关系。我们发现了9种候选生物标志物,用于检测DMD相关的功能障碍,在我们的14名DMD男孩和匹配的对照组(9名DMD男孩,5名对照组,4-12岁)的样本中,所有这些生物标志物都显示出大到非常大的效应值。每个候选生物标志物与DMD的临床功能测量中度或强烈相关。六种生物标志物是新的和/或在DMD中研究不足的,包括步态加速和变异性的客观测量;姿势转换前后的姿势控制;以及姿势转换的流畅性。值得注意的是,姿势转换测量比步态、活动和心脏测量对dmd相关损伤更敏感。这些结果表明,体位转换的质量可以作为DMD功能损害的敏感和客观的衡量标准,并指出需要进一步探索这些措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Real-World Postural Transitions as Biomarkers of Functional Impairment in Duchenne Muscular Dystrophy.

Duchenne muscular dystrophy (DMD) is a progressive neuromuscular disorder that impairs daily functioning and results in premature death. Current clinical assessments are widely used for characterizing functional impairment but have limitations due to their subjective and effort-based nature and because they only capture a snapshot of symptoms at a single point in time. Digital health technologies, such as wearable devices, allow continuous collection of movement and physiological data during daily life and could provide objective measures of the impact of DMD symptoms on daily functioning. For example, measurement of the 95th centile of stride velocity has recently gained endorsement by European regulators as an endpoint for evaluating functional changes in DMD, but the use of wearables for this purpose is just beginning. In this study, we present preliminary investigations of candidate digital biomarkers of functional impairment using real-world data and further explore the relationships between these parameters and established clinical assessments. We found nine candidate biomarkers for detecting DMD-related functional impairment, all exhibiting large to very large effect sizes in our sample of 14 boys with DMD and matched controls (9 DMDs, 5 controls, age 4-12 years). Each candidate biomarker was moderately or strongly associated with clinical measures of function in DMD. Six of the biomarkers are novel and/or understudied in DMD including objective measures of gait acceleration and variability; postural control immediately before and after a postural transition; and the smoothness of postural transitions. Notably, postural transition measures were more sensitive to DMD-related impairment than gait, activity, and cardiac measures. These results suggest that the quality of postural transitions could serve as a sensitive and objective measure of functional impairment in DMD and point toward the need for further exploration of these measures.

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来源期刊
Digital Biomarkers
Digital Biomarkers Medicine-Medicine (miscellaneous)
CiteScore
10.60
自引率
0.00%
发文量
12
审稿时长
23 weeks
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