使用单个三轴加速度计对腰椎活动度进行量化。
Quantifying lumbar mobility using a single tri-axial accelerometer.
作者信息
Evans David W, Wong Ian T Y, Leung Hoi Kam, Yang Hanyun, Liew Bernard X W
机构信息
School of Sport, Exercise and Rehabilitation Sciences, College of Life and Environmental Sciences, University of Birmingham, Birmingham, United Kingdom.
School of Sport, Rehabilitation and Exercise Sciences, University of Essex, Colchester, Essex, United Kingdom.
出版信息
Heliyon. 2024 Jun 6;10(11):e32544. doi: 10.1016/j.heliyon.2024.e32544. eCollection 2024 Jun 15.
BACKGROUND
Lumbar mobility is regarded as important for assessing and managing low back pain (LBP). Inertial Measurement Units (IMUs) are currently the most feasible technology for quantifying lumbar mobility in clinical and research settings. However, their gyroscopes are susceptible to drift errors, limiting their use for long-term remote monitoring.
RESEARCH QUESTION
Can a single tri-axial accelerometer provide an accurate and feasible alternative to a multi-sensor IMU for quantifying lumbar flexion mobility and velocity?
METHODS
In this cross-sectional study, 18 healthy adults performed nine repetitions of full spinal flexion movements. Lumbar flexion mobility and velocity were quantified using a multi-sensor IMU and just the tri-axial accelerometer within the IMU. Correlations between the two methods were assessed for each percentile of the lumbar flexion movement cycle, and differences in measurements were modelled using a Generalised Additive Model (GAM).
RESULTS
Very high correlations ( > 0.90) in flexion angles and velocities were found between the two methods for most of the movement cycle. However, the accelerometer overestimated lumbar flexion angle at the start (-4.7° [95 % CI -7.6° to -1.8°]) and end (-4.8° [95 % CI -7.7° to -1.9°]) of movement cycles, but underestimated angles (maximal difference of 4.3° [95 % CI 1.4° to 7.2°]) between 7 % and 92 % of the movement cycle. For flexion velocity, the accelerometer underestimated at the start (16.6°/s [95%CI 16.0 to 17.2°/s]) and overestimated (-12.3°/s [95%CI -12.9 to -11.7°/s]) at the end of the movement, compared to the IMU.
SIGNIFICANCE
Despite the observed differences, the study suggests that a single tri-axial accelerometer could be a feasible tool for continuous remote monitoring of lumbar mobility and velocity. This finding has potential implications for the management of LBP, enabling more accessible and cost-effective monitoring of lumbar mobility in both clinical and research settings.
背景
腰椎活动度被认为对评估和管理腰痛(LBP)很重要。惯性测量单元(IMU)是目前在临床和研究环境中量化腰椎活动度最可行的技术。然而,其陀螺仪容易出现漂移误差,限制了其在长期远程监测中的应用。
研究问题
对于量化腰椎前屈活动度和速度,单个三轴加速度计能否为多传感器IMU提供准确且可行的替代方案?
方法
在这项横断面研究中,18名健康成年人进行了9次全脊柱前屈运动。使用多传感器IMU以及仅使用IMU中的三轴加速度计来量化腰椎前屈活动度和速度。对腰椎前屈运动周期的每个百分位数评估两种方法之间的相关性,并使用广义相加模型(GAM)对测量差异进行建模。
结果
在运动周期的大部分时间里,两种方法在前屈角度和速度方面发现了非常高的相关性(>0.90)。然而,加速度计在运动周期开始时(-4.7°[95%CI -7.6°至-1.8°])和结束时(-4.8°[95%CI -7.7°至-1.9°])高估了腰椎前屈角度,但在运动周期的7%至92%之间低估了角度(最大差异为4.3°[95%CI 1.4°至7.2°])。对于前屈速度,与IMU相比,加速度计在运动开始时低估(16.6°/s[95%CI 16.0至17.2°/s]),在运动结束时高估(-12.3°/s[95%CI -12.9至-11.7°/s])。
意义
尽管存在观察到的差异,但该研究表明单个三轴加速度计可能是连续远程监测腰椎活动度和速度的可行工具。这一发现对腰痛的管理具有潜在意义,能够在临床和研究环境中更方便且经济高效地监测腰椎活动度。