Earley Eric J, Kristoffersen Morten B, Ortiz-Catalan Max
Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden.
Center for Bionics and Pain Research, Mölndal, Sweden.
Front Neurosci. 2025 Jun 16;19:1568212. doi: 10.3389/fnins.2025.1568212. eCollection 2025.
Implantable electrodes are the subject of increasing interest due to the possibilities they present for the control of assistive devices such as prosthetic limbs, however evidence as to whether epimysial or intramuscular electrodes result in better performance is lacking.
In this retrospective study, we analyzed data collected from six users of a neuromusculoskeletal arm prosthesis who had been implanted with epimysial or intramuscular electrodes, two of whom were implanted with both electrode types, and compared electrical impedance and electromyographic feature space characteristics - all important qualities for the control of prosthetic arms and hands.
Our results showed significantly greater cross-channel impedances for intramuscular electrodes suggesting improved isolation and reduced cross-talk, however this did not translate to significantly improved signal-to-noise ratio, separability, or repeatability. Sequential feedforward selection analysis may suggest that epimysial electrodes contribute greater signal separability when recording from larger muscles used for gross hand movements, whereas intramuscular electrodes contribute greater signal separability when recording from smaller muscles used for grasp prehension and finger movements, but additional study is required to confirm these findings.
Our results provide preliminary understanding as to which electrodes should be used for which patients, which may help to guide clinical practice for future implementation of cutting-edge bionic arms.
可植入电极越来越受到关注,因为它们为控制假肢等辅助设备提供了可能性,然而,关于肌外膜电极或肌内电极是否能带来更好性能的证据却很缺乏。
在这项回顾性研究中,我们分析了从六名使用神经肌肉骨骼手臂假肢的用户收集的数据,这些用户植入了肌外膜电极或肌内电极,其中两人同时植入了这两种电极类型,并比较了电阻抗和肌电图特征空间特性——这些都是控制假肢手臂和手部的重要指标。
我们的结果显示,肌内电极的跨通道阻抗明显更大,这表明隔离效果更好,串扰减少,然而,这并没有转化为显著改善的信噪比、可分离性或可重复性。顺序前馈选择分析可能表明,当从用于手部总体运动的较大肌肉进行记录时,肌外膜电极对信号可分离性的贡献更大,而当从用于抓握和手指运动的较小肌肉进行记录时,肌内电极对信号可分离性的贡献更大,但需要更多研究来证实这些发现。
我们的结果为哪些患者应使用哪种电极提供了初步认识,这可能有助于指导未来前沿仿生手臂实施的临床实践。