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穿戴式惯性测量单元测量的糖尿病足步态和平衡的数字生物标志物:小型综述。

Digital Biomarkers of Gait and Balance in Diabetic Foot, Measurable by Wearable Inertial Measurement Units: A Mini Review.

机构信息

Department of Bioengineering, Erik Jonsson School of Engineering & Computer Science, The University of Texas at Dallas, Richardson, TX 75080, USA.

Department of Plastic Surgery, The University of Texas Southwestern Medical Center, Dallas, TX 75390, USA.

出版信息

Sensors (Basel). 2022 Nov 29;22(23):9278. doi: 10.3390/s22239278.

Abstract

People with diabetic foot frequently exhibit gait and balance dysfunction. Recent advances in wearable inertial measurement units (IMUs) enable to assess some of the gait and balance dysfunction associated with diabetic foot (i.e., digital biomarkers of gait and balance). However, there is no review to inform digital biomarkers of gait and balance dysfunction related to diabetic foot, measurable by wearable IMUs (e.g., what gait and balance parameters can wearable IMUs collect? Are the measurements repeatable?). Accordingly, we conducted a web-based, mini review using PubMed. Our search was limited to human subjects and English-written papers published in peer-reviewed journals. We identified 20 papers in this mini review. We found preliminary evidence of digital biomarkers of gait and balance dysfunction in people with diabetic foot, such as slow gait speed, large gait variability, unstable gait initiation, and large body sway. However, due to heterogeneities in included papers in terms of study design, movement tasks, and small sample size, more studies are recommended to confirm this preliminary evidence. Additionally, based on our mini review, we recommend establishing appropriate strategies to successfully incorporate wearable-based assessment into clinical practice for diabetic foot care.

摘要

患有糖尿病足的人经常表现出行走和平衡功能障碍。可穿戴惯性测量单元(IMU)的最新进展使我们能够评估与糖尿病足相关的一些行走和平衡功能障碍(即行走和平衡的数字生物标志物)。然而,目前还没有关于可穿戴 IMU 测量的与糖尿病足相关的行走和平衡功能障碍的数字生物标志物的综述(例如,可穿戴 IMU 可以收集哪些行走和平衡参数?测量结果是否可重复?)。因此,我们使用 PubMed 进行了基于网络的小型综述。我们的搜索仅限于人类受试者和在同行评议期刊上发表的英文论文。在本次小型综述中,我们共找到了 20 篇论文。我们发现了糖尿病足患者行走和平衡功能障碍的数字生物标志物的初步证据,例如行走速度缓慢、行走变异性大、行走起始不稳定和身体摆动大。然而,由于纳入的论文在研究设计、运动任务和样本量方面存在异质性,因此建议进行更多的研究来证实这一初步证据。此外,基于我们的小型综述,我们建议制定适当的策略,成功地将基于可穿戴设备的评估纳入糖尿病足护理的临床实践中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/53b1/9735812/a08df3d57edb/sensors-22-09278-g001.jpg

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