Mender Matthew J, Ward Ayobami L, Cubillos Luis H, Kelberman Madison M, Costello Joseph T, Temmar Hisham, Wallace Dylan M, Lin Edanjen T, Lam Jordan L W, Willsey Matthew S, Ganesh Kumar Nishant, Kung Theodore A, Patil Parag G, Chestek Cynthia A
bioRxiv. 2024 Aug 12:2024.08.11.607263. doi: 10.1101/2024.08.11.607263.
Brain-machine interface (BMI) controlled functional electrical stimulation (FES) is a promising treatment to restore hand movements to people with cervical spinal cord injury. Recent intracortical BMIs have shown unprecedented successes in decoding user intentions, however the hand movements restored by FES have largely been limited to predetermined grasps. Restoring dexterous hand movements will require continuous control of many biomechanically linked degrees-of-freedom in the hand, such as wrist and finger flexion, that would form the basis of those movements. Here we investigate the ability to restore simultaneous wrist and finger flexion, which would enable grasping with a controlled hand posture and assist in manipulating objects once grasped. We demonstrate that intramuscular FES can enable monkeys with temporarily paralyzed hands to move their fingers and wrist across a functional range of motion, spanning an average 88.6 degrees at the metacarpophalangeal joint flexion and 71.3 degrees of wrist flexion, and intramuscular FES can control both joints simultaneously in a real-time task. Additionally, we demonstrate a monkey using an intracortical BMI to control the wrist and finger flexion in a virtual hand, both before and after the hand is temporarily paralyzed, even achieving success rates and acquisition times equivalent to able-bodied control with BMI control after temporary paralysis in two sessions. Together, this outlines a method using an artificial brain-to-body interface that could restore continuous wrist and finger movements after spinal cord injury.
脑机接口(BMI)控制的功能性电刺激(FES)是一种很有前景的治疗方法,可帮助颈脊髓损伤患者恢复手部运动。最近的皮层内BMI在解码用户意图方面取得了前所未有的成功,然而,通过FES恢复的手部运动在很大程度上仅限于预先设定的抓握动作。恢复灵活的手部运动需要对手部许多生物力学相关的自由度进行连续控制,例如手腕和手指的弯曲,这些将构成这些运动的基础。在这里,我们研究恢复手腕和手指同时弯曲的能力,这将使手部能够以受控的姿势抓握,并在抓握后协助操作物体。我们证明,肌内FES可以使手部暂时瘫痪的猴子在功能运动范围内移动手指和手腕,掌指关节弯曲平均跨度为88.6度,手腕弯曲为71.3度,并且肌内FES可以在实时任务中同时控制两个关节。此外,我们展示了一只猴子在手部暂时瘫痪之前和之后,使用皮层内BMI控制虚拟手中的手腕和手指弯曲,甚至在两次实验中手部暂时瘫痪后,通过BMI控制实现了与健全控制相当的成功率和获取时间。总之,这概述了一种使用人工脑对身体接口的方法,该方法可以在脊髓损伤后恢复连续的手腕和手指运动。