Department of Mechanical, Aerospace and Civil Engineering (MACE), University of Manchester, Manchester, United Kingdom.
Medical School, NIHR Exeter BRC, University of Exeter, Exeter, United Kingdom.
PLoS One. 2024 Sep 4;19(9):e0309514. doi: 10.1371/journal.pone.0309514. eCollection 2024.
Plantar shear stress may have an important role in the formation of a Diabetic Foot Ulcer, but its measurement is regarded as challenging and has limited research. This paper highlights the importance of anatomical specific shear sensor calibration and presents a feasibility study of a novel shear sensing system which has measured in-shoe shear stress from gait activity on both healthy and diabetic subjects. The sensing insole was based on a strain gauge array embedded in a silicone insole backed with a commercial normal pressure sensor. Sensor calibration factors were investigated using a custom mechanical test rig with indenter to exert both normal and shear forces. Indenter size and location were varied to investigate the importance of both loading area and position on measurement accuracy. The sensing insole, coupled with the calibration procedure, was tested one participant with diabetes and one healthy participant during two sessions of 15 minutes of treadmill walking. Calibration with different indenter areas (from 78.5 mm2 to 707 mm2) and different positions (up to 40 mm from sensor centre) showed variation in measurements of up to 80% and 90% respectively. Shear sensing results demonstrated high repeatability (>97%) and good accuracy (mean absolute error < ±18 kPa) in bench top mechanical tests and less than 21% variability within walking of 15-minutes duration. The results indicate the importance of mechanical coupling between embedded shear sensors and insole materials. It also highlights the importance of using an appropriate calibration method to ensure accurate shear stress measurement. The novel shear stress measurement system presented in this paper, demonstrates a viable method to measure accurate and repeatable in-shoe shear stress using the calibration procedure described. The validation and calibration methods outlined in this paper could be utilised as a standardised approach for the research community to develop and validate similar measurement technologies.
足底剪切应力在糖尿病足溃疡的形成中可能起着重要作用,但它的测量被认为具有挑战性,且相关研究有限。本文强调了解剖学特定剪切传感器校准的重要性,并介绍了一种新型剪切传感系统的可行性研究,该系统已经从健康和糖尿病受试者的步态活动中测量了鞋内剪切应力。传感鞋垫基于嵌入在硅树脂鞋垫中的应变计阵列,该鞋垫背面附有商用的正常压力传感器。使用带有压头的定制机械测试台研究了传感器校准因子,以施加正常和剪切力。改变压头的大小和位置,研究了加载面积和位置对测量精度的重要性。传感鞋垫结合校准程序,在跑步机行走 15 分钟的两次测试中,对一名糖尿病患者和一名健康参与者进行了测试。使用不同的压头面积(从 78.5 平方毫米到 707 平方毫米)和不同位置(距离传感器中心最多 40 毫米)进行校准,测量结果的变化高达 80%和 90%。在台式机械测试中,剪切传感结果表现出高度的重复性(>97%)和良好的准确性(平均绝对误差<±18kPa),在 15 分钟步行期间的变化小于 21%。结果表明,嵌入剪切传感器和鞋垫材料之间的机械耦合非常重要。它还强调了使用适当的校准方法来确保准确测量剪切应力的重要性。本文介绍的新型剪切应力测量系统,使用描述的校准程序,展示了一种测量准确且可重复的鞋内剪切应力的可行方法。本文中概述的验证和校准方法可以作为研究社区开发和验证类似测量技术的标准化方法。