Ursu Daniel C, Urbanchek Melanie G, Nedic Andrej, Cederna Paul S, Gillespie R Brent
Department of Mechanical Engineering, University of Michigan Ann Arbor, MI USA.
J Neural Eng. 2016 Apr;13(2):026012. doi: 10.1088/1741-2560/13/2/026012. Epub 2016 Feb 9.
Regenerative peripheral nerve interfaces (RPNIs) are neurotized free autologous muscle grafts equipped with electrodes to record myoelectric signals for prosthesis control. Viability of rat RPNI constructs have been demonstrated using evoked responses. In vivo RPNI characterization is the next critical step for assessment as a control modality for prosthetic devices.
Two RPNIs were created in each of two rats by grafting portions of free muscle to the ends of divided peripheral nerves (peroneal in the left and tibial in the right hind limb) and placing bipolar electrodes on the graft surface. After four months, we examined in vivo electromyographic signal activity and compared these signals to muscular electromyographic signals recorded from autologous muscles in two rats serving as controls. An additional group of two rats in which the autologous muscles were denervated served to quantify cross-talk in the electrode recordings. Recordings were made while rats walked on a treadmill and a motion capture system tracked the hind limbs. Amplitude and periodicity of signals relative to gait were quantified, correlation between electromyographic and motion recording were assessed, and a decoder was trained to predict joint motion.
Raw RPNI signals were active during walking, with amplitudes of 1 mVPP, and quiet during standing, with amplitudes less than 0.1 mVPP. RPNI signals were periodic and entrained with gait. A decoder predicted bilateral ankle motion with greater than 80% reliability. Control group signal activity agreed with literature. Denervated group signals remained quiescent throughout all evaluations.
In vivo myoelectric RPNI activity encodes neural activation patterns associated with gait. Signal contamination from muscles adjacent to the RPNI is minimal, as demonstrated by the low amplitude signals obtained from the Denervated group. The periodicity and entrainment to gait of RPNI recordings suggests the transduced signals were generated via central nervous system control.
再生周围神经接口(RPNIs)是配备电极的神经化自体游离肌肉移植物,用于记录肌电信号以控制假肢。已通过诱发反应证明了大鼠RPNI构建体的可行性。作为假肢装置的控制方式进行评估,体内RPNI表征是下一个关键步骤。
在两只大鼠中的每只大鼠身上创建两个RPNIs,方法是将游离肌肉部分移植到切断的周围神经末端(左后肢为腓神经,右后肢为胫神经),并在移植物表面放置双极电极。四个月后,我们检查了体内肌电信号活动,并将这些信号与从作为对照的两只大鼠的自体肌肉记录的肌电信号进行比较。另外一组两只大鼠,其自体肌肉去神经支配,用于量化电极记录中的串扰。在大鼠在跑步机上行走时进行记录,运动捕捉系统跟踪后肢。量化相对于步态的信号幅度和周期性,评估肌电记录与运动记录之间的相关性,并训练解码器以预测关节运动。
原始RPNI信号在行走时活跃,幅度为1 mVPP,站立时安静,幅度小于0.1 mVPP。RPNI信号是周期性的,并与步态同步。解码器预测双侧踝关节运动的可靠性大于80%。对照组信号活动与文献一致。去神经支配组的信号在所有评估中均保持静止。
体内肌电RPNI活动编码与步态相关的神经激活模式。如去神经支配组获得的低幅度信号所示,RPNI附近肌肉的信号污染最小。RPNI记录的周期性和与步态的同步性表明,转导信号是通过中枢神经系统控制产生的。