Department of Behavioral Neurology and Cognitive Neuroscience, Tohoku University Graduate School of Medicine, Sendai 980-8575, Japan.
Division of Neurology and Clinical Neuroscience, Department of Internal Medicine III, Yamagata University School of Medicine, Yamagata 990-2331, Japan.
Sensors (Basel). 2023 Nov 18;23(22):9263. doi: 10.3390/s23229263.
We aimed to capture the fluctuations in the dynamics of body positions and find the characteristics of them in patients with idiopathic normal pressure hydrocephalus (iNPH) and Parkinson's disease (PD). With the motion-capture application (TDPT-GT) generating 30 Hz coordinates at 27 points on the body, walking in a circle 1 m in diameter was recorded for 23 of iNPH, 23 of PD, and 92 controls. For 128 frames of calculated distances from the navel to the other points, after the Fourier transforms, the slopes (the representatives of fractality) were obtained from the graph plotting the power spectral density against the frequency in log-log coordinates. Differences in the average slopes were tested by one-way ANOVA and multiple comparisons between every two groups. A decrease in the absolute slope value indicates a departure from the 1/f noise characteristic observed in healthy variations. Significant differences in the patient groups and controls were found in all body positions, where patients always showed smaller absolute values. Our system could measure the whole body's movement and temporal variations during walking. The impaired fluctuations of body movement in the upper and lower body may contribute to gait and balance disorders in patients.
我们旨在捕捉身体姿势动态的波动,并发现特发性正常压力脑积水(iNPH)和帕金森病(PD)患者的特征。使用运动捕捉应用程序(TDPT-GT)在身体 27 个点上以 30 Hz 的频率生成坐标,记录了 23 名 iNPH 患者、23 名 PD 患者和 92 名对照者在直径 1 米的圆圈内行走的情况。对于从肚脐到其他点的 128 帧计算距离,在傅里叶变换后,从对数坐标中绘制功率谱密度与频率的关系图,得出斜率(分形的代表)。通过单向方差分析测试平均斜率的差异,并对每组之间的两两比较进行多重比较。绝对斜率值的减小表明偏离了健康变化中观察到的 1/f 噪声特征。在所有身体位置上,患者组和对照组之间均存在显著差异,患者的绝对数值总是较小。我们的系统可以测量行走过程中整个身体的运动和时间变化。上下身体运动波动的受损可能导致患者的步态和平衡障碍。