Neurogeriatrics, University Hospital Kiel, 24105 Kiel, Germany.
Neuromechanics Unit, Stellenbosch University, Stellenbosch 7602, South Africa.
Biosensors (Basel). 2023 Jan 19;13(2):156. doi: 10.3390/bios13020156.
Clinical gait analysis has a long-standing tradition in biomechanics. However, the use of kinematic data or segment coordination has not been reported based on wearable sensors in "real-life" environments. In this work, the skeletal kinematics of 21 healthy and 24 neurogeriatric participants was collected in a magnetically disturbed environment with inertial measurement units (IMUs) using an accelerometer-based functional calibration method. The system consists of seven IMUs attached to the lower back, the thighs, the shanks, and the feet to acquire and process the raw sensor data. The Short Physical Performance Battery (SPPB) test was performed to relate joint kinematics and segment coordination to the overall SPPB score. Participants were then divided into three subgroups based on low (0-6), moderate (7-9), or high (10-12) SPPB scores. The main finding of this study is that most IMU-based parameters significantly correlated with the SPPB score and the parameters significantly differed between the SPPB subgroups. Lower limb range of motion and joint segment coordination correlated positively with the SPPB score, and the segment coordination variability correlated negatively. The results suggest that segment coordination impairments become more pronounced with a decreasing SPPB score, indicating that participants with low overall SPPB scores produce a peculiar inconsistent walking pattern to counteract lower extremity impairment in strength, balance, and mobility. Our findings confirm the usefulness of SPPB through objectively measured parameters, which may be relevant for the design of future studies and clinical routines.
临床步态分析在生物力学中有着悠久的传统。然而,基于可穿戴传感器在“真实环境”中,尚未有使用运动学数据或节段协调的报道。在这项工作中,使用基于加速度计的功能校准方法,通过惯性测量单元(IMU)在磁干扰环境中收集了 21 名健康和 24 名神经老年参与者的骨骼运动学数据。该系统由七个 IMU 组成,分别贴在腰部、大腿、小腿和脚部,用于采集和处理原始传感器数据。进行了简短体能状况测试(SPPB),以将关节运动学和节段协调与整体 SPPB 评分相关联。然后,根据 SPPB 评分将参与者分为三组:低(0-6)、中(7-9)或高(10-12)。本研究的主要发现是,大多数基于 IMU 的参数与 SPPB 评分显著相关,且参数在 SPPB 亚组之间存在显著差异。下肢运动范围和关节节段协调与 SPPB 评分呈正相关,而节段协调的可变性与 SPPB 评分呈负相关。结果表明,随着 SPPB 评分的降低,节段协调障碍变得更加明显,这表明整体 SPPB 评分较低的参与者会产生一种特殊的不协调的行走模式,以抵消下肢力量、平衡和移动能力的损伤。我们的研究结果通过客观测量的参数证实了 SPPB 的有用性,这可能与未来研究和临床常规的设计有关。