使用可穿戴惯性传感器定量测量膝骨关节炎的内翻推力:概念验证。

Quantifying varus thrust in knee osteoarthritis using wearable inertial sensors: A proof of concept.

机构信息

Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, USA; Division of Rheumatology, Department of Medicine, Boston University School of Medicine, Boston, MA, USA.

Department of Physical Therapy & Athletic Training, Boston University College of Health & Rehabilitation Sciences: Sargent College, Boston, MA, USA.

出版信息

Clin Biomech (Bristol). 2020 Dec;80:105232. doi: 10.1016/j.clinbiomech.2020.105232. Epub 2020 Nov 11.

Abstract

BACKGROUND

Varus thrust during walking, visualized as excessive frontal plane knee motion during weight acceptance, is a modifiable risk factor for progression of knee osteoarthritis. However, visual assessment does not capture thrust severity and quantification with optical motion capture is often not feasible. Inertial sensors may provide a convenient alternative to optical motion capture. This proof-of-concept study sought to compare wearable inertial sensors to optical motion capture for the quantification of varus thrust.

METHODS

Twenty-six participants with medial knee osteoarthritis underwent gait analysis at self-selected and fast speeds. Linear regression with generalized estimating equations assessed associations between peak knee adduction velocity or knee adduction excursion from optical motion capture and peak thigh or shank adduction velocity from two inertial sensors on the lower limb. Relationships between inertial measures and peak external knee adduction moment were assessed as a secondary aim.

FINDINGS

Both thigh and shank inertial sensor measures were associated with the optical motion capture measures for both speeds (P < 0.001 to P = 0.020), with the thigh measures having less variability than the shank. After accounting for age, sex, body mass index, radiographic severity, and limb alignment, thigh adduction velocity was also associated with knee adduction moment at both speeds (both P < 0.001).

INTERPRETATION

An inertial sensor placed on the mid-thigh can quantify varus thrust in people with medial knee osteoarthritis without the need for optical motion capture. This single sensor may be useful for risk screening or evaluating the effects of interventions in large samples.

摘要

背景

在步行过程中出现的内翻推力,表现为承重期膝关节在额状面出现过度的内翻运动,是膝关节骨关节炎进展的一个可修正的危险因素。然而,视觉评估无法捕捉到推力的严重程度,而光学运动捕捉通常也不可行。惯性传感器可能是光学运动捕捉的一种便捷替代方法。本概念验证研究旨在比较可穿戴惯性传感器与光学运动捕捉在定量测量内翻推力方面的性能。

方法

26 名内侧膝关节骨关节炎患者以自主选择和快速速度进行步态分析。采用广义估计方程的线性回归,评估了光学运动捕捉得到的峰值膝关节内收速度或内收位移与下肢两个惯性传感器得到的峰值大腿或小腿内收速度之间的关联。作为次要目标,还评估了惯性测量值与峰值膝关节外展力矩之间的关系。

发现

在两种速度下,大腿和小腿惯性传感器的测量值都与光学运动捕捉的测量值相关(P<0.001 至 P=0.020),大腿的测量值比小腿的测量值具有更小的变异性。在考虑了年龄、性别、体重指数、影像学严重程度和肢体对线后,大腿内收速度与两种速度下的膝关节内收力矩也相关(均 P<0.001)。

结论

在患有内侧膝关节骨关节炎的人群中,放置在大腿中部的惯性传感器无需光学运动捕捉即可定量测量内翻推力。这种单一传感器可能对风险筛查或评估大样本中的干预效果有用。

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