School of Engineering, University of Guelph, Guelph, ON N1G 2W1, Canada.
The Department of Biomedical Engineering, Al-Khwarizmi College of Engineering, Baghdad University, Baghdad 47146, Iraq.
Sensors (Basel). 2019 Jul 27;19(15):3303. doi: 10.3390/s19153303.
This study aims to characterize traumatic spinal cord injury (TSCI) neurophysiologically using an intramuscular fine-wire electromyography (EMG) electrode pair. EMG data were collected from an agonist-antagonist pair of tail muscles of Macaca fasicularis, pre- and post-lesion, and for a treatment and control group. The EMG signals were decomposed into multi-resolution subsets using wavelet transforms (WT), then the relative power (RP) was calculated for each individual reconstructed EMG sub-band. Linear mixed models were developed to test three hypotheses: (i) asymmetrical volitional activity of left and right side tail muscles (ii) the effect of the experimental TSCI on the frequency content of the EMG signal, (iii) and the effect of an experimental treatment. The results from the electrode pair data suggested that there is asymmetry in the EMG response of the left and right side muscles (-value < 0.001). This is consistent with the construct of limb dominance. The results also suggest that the lesion resulted in clear changes in the EMG frequency distribution in the post-lesion period with a significant increment in the low-frequency sub-bands (D4, D6, and A6) of the left and right side, also a significant reduction in the high-frequency sub-bands (D1 and D2) of the right side (-value < 0.001). The preliminary results suggest that using the of the EMG data, the fine-wire intramuscular EMG electrode pair are a suitable method of monitoring and measuring treatment effects of experimental treatments for spinal cord injury (SCI).
本研究旨在使用肌内细钢丝肌电图(EMG)电极对从神经生理学角度对创伤性脊髓损伤(TSCI)进行特征描述。在猕猴的一对拮抗尾肌上,在损伤前、损伤后以及治疗组和对照组收集 EMG 数据。使用小波变换(WT)将 EMG 信号分解为多分辨率子集,然后计算每个个体重建的 EMG 子带的相对功率(RP)。开发了线性混合模型来检验三个假设:(i)左右尾肌的非对称随意活动;(ii)实验性 TSCI 对 EMG 信号频率内容的影响;(iii)实验治疗的影响。电极对数据的结果表明,左右侧肌肉的 EMG 反应存在不对称(-值<0.001)。这与肢体优势的构建一致。结果还表明,损伤导致 EMG 频率分布在损伤后阶段发生明显变化,左右侧低频子带(D4、D6 和 A6)显著增加,右侧高频子带(D1 和 D2)显著减少(-值<0.001)。初步结果表明,使用 EMG 数据的小波系数,细钢丝肌内 EMG 电极对是监测和测量脊髓损伤(SCI)实验性治疗效果的合适方法。