Lee Audrey, Wyckoff Elijah, Farcas Emilia, Godino Job, Patrick Kevin, Spiegel Spencer, Yu Rose, Kumar Arun, Loh Kenneth J, Gombatto Sara
Department of Bioengineering, San Diego State University, San Diego, CA, United States.
Active, Responsive, Multifunctional, and Ordered-materials Research (ARMOR) Laboratory, Department of Structural Engineering, University of California San Diego, La Jolla, CA, United States.
JMIR Rehabil Assist Technol. 2024 Aug 2;11:e57953. doi: 10.2196/57953.
Low back pain (LBP) is a significant public health problem that can result in physical disability and financial burden for the individual and society. Physical therapy is effective for managing LBP and includes evaluation of posture and movement, interventions directed at modifying posture and movement, and prescription of exercises. However, physical therapists have limited tools for objective evaluation of low back posture and movement and monitoring of exercises, and this evaluation is limited to the time frame of a clinical encounter. There is a need for a valid tool that can be used to evaluate low back posture and movement and monitor exercises outside the clinic. To address this need, a fabric-based, wearable sensor, Motion Tape (MT), was developed and adapted for a low back use case. MT is a low-profile, disposable, self-adhesive, skin-strain sensor developed by spray coating piezoresistive graphene nanocomposites directly onto commercial kinesiology tape.
The objectives of this study were to (1) validate MT for measuring low back posture and movement and (2) assess the acceptability of MT for users.
A total of 10 participants without LBP were tested. A 3D optical motion capture system was used as a reference standard to measure low back kinematics. Retroreflective markers and a matrix of MTs were placed on the low back to measure kinematics (motion capture) and strain (MT) simultaneously during low back movements in the sagittal, frontal, and axial planes. Cross-correlation coefficients were calculated to evaluate the concurrent validity of MT strain in reference motion capture kinematics during each movement. The acceptability of MT was assessed using semistructured interviews conducted with each participant after laboratory testing. Interview data were analyzed using rapid qualitative analysis to identify themes and subthemes of user acceptability.
Visual inspection of concurrent MT strain and kinematics of the low back indicated that MT can distinguish between different movement directions. Cross-correlation coefficients between MT strain and motion capture kinematics ranged from -0.915 to 0.983, and the strength of the correlations varied across MT placements and low back movement directions. Regarding user acceptability, participants expressed enthusiasm toward MT and believed that it would be helpful for remote interventions for LBP but provided suggestions for improvement.
MT was able to distinguish between different low back movements, and most MTs demonstrated moderate to high correlation with motion capture kinematics. This preliminary laboratory validation of MT provides a basis for future device improvements, which will also involve testing in a free-living environment. Overall, users found MT acceptable for use in physical therapy for managing LBP.
腰痛(LBP)是一个重大的公共卫生问题,会给个人和社会带来身体残疾和经济负担。物理治疗对管理腰痛有效,包括姿势和运动评估、针对改善姿势和运动的干预措施以及运动处方。然而,物理治疗师用于客观评估腰椎姿势和运动以及监测运动的工具有限,且这种评估仅限于临床就诊的时间范围。需要一种有效的工具,可用于在诊所外评估腰椎姿势和运动并监测运动。为满足这一需求,开发了一种基于织物的可穿戴传感器——运动胶带(MT),并将其适配用于腰椎的应用场景。MT是一种外形小巧、一次性使用、自粘式的皮肤应变传感器,通过将压阻式石墨烯纳米复合材料直接喷涂在商用肌动学胶带上制成。
本研究的目的是(1)验证MT用于测量腰椎姿势和运动的有效性,以及(2)评估用户对MT的接受度。
共测试了10名无腰痛的参与者。使用三维光学运动捕捉系统作为参考标准来测量腰椎运动学。在腰椎矢状面、额状面和轴面运动过程中,将反光标记和MT矩阵放置在腰椎上,以同时测量运动学(运动捕捉)和应变(MT)。计算互相关系数,以评估每个运动过程中MT应变在参考运动捕捉运动学中的同时效度。在实验室测试后,通过与每位参与者进行半结构化访谈来评估MT的可接受性。使用快速定性分析对访谈数据进行分析,以确定用户可接受性的主题和子主题。
对MT应变与腰椎运动学的同步目视检查表明,MT能够区分不同的运动方向。MT应变与运动捕捉运动学之间的互相关系数范围为-0.915至0.983,且相关性强度因MT放置位置和腰椎运动方向而异。关于用户可接受性,参与者对MT表示出热情,并认为它对腰痛的远程干预会有帮助,但也提出了改进建议。
MT能够区分不同的腰椎运动,且大多数MT与运动捕捉运动学表现出中度到高度的相关性。MT的这一初步实验室验证为未来设备的改进提供了基础,未来改进还将包括在自由生活环境中的测试。总体而言,用户认为MT可接受用于腰痛管理的物理治疗中。