Multisite Hebbian Plasticity Restores Function in Humans with Spinal Cord Injury

肱二头肌 脊髓 神经科学 皮质脊髓束 医学 脊髓损伤 刺激 赫比理论 运动皮层 功能性电刺激 物理医学与康复 锥体束 神经可塑性 初级运动皮层 心理学 磁共振成像 磁共振弥散成像 机器学习 人工神经网络 计算机科学 放射科
作者
Hang Jin Jo,Ethan Kizziar,Sina Sangari,David Chen,Allison Kessler,Ki–Hyun Kim,Alan Anschel,Allen W. Heinemann,Brett D. Mensh,Saria Awadalla,Richard L. Lieber,Martin Oudega,Mónica A. Pérez
出处
期刊:Annals of Neurology [Wiley]
卷期号:93 (6): 1198-1213 被引量:4
标识
DOI:10.1002/ana.26622
摘要

Spinal cord injury (SCI) damages synaptic connections between corticospinal axons and motoneurons of many muscles, resulting in devastating paralysis. We hypothesized that strengthening corticospinal-motoneuronal synapses at multiple spinal cord levels through Hebbian plasticity (i.e., "neurons that fire together, wire together") promotes recovery of leg and arm function.Twenty participants with chronic SCI were randomly assigned to receive 20 sessions of Hebbian or sham stimulation targeting corticospinal-motoneuronal synapses of multiple leg muscles followed by exercise. Based on the results from this study, in a follow-up prospective study, 11 more participants received 40 sessions of Hebbian stimulation targeting corticospinal-motoneuronal synapses of multiple arm and leg muscles followed by exercise. During Hebbian stimulation sessions, 180 paired pulses elicited corticospinal action potentials by magnetic (motor cortex) and/or electrical (thoracic spine) stimulation allowing volleys to arrive at the spinal cord 1-2 milliseconds before motoneurons were activated retrogradely via bilateral electrical stimulation (brachial plexus, ulnar, femoral, and common peroneal nerves) for biceps brachii, first dorsal interosseous, quadriceps femoris, and tibialis anterior muscles as needed.We found in our randomized study that participants receiving Hebbian stimulation improved their walking speed and corticospinal function to a greater extent than individuals receiving sham stimulation. In agreement, prospective study participants improved their grasping and walking, corticospinal function, and quality of life metrics, exhibiting greater improvements with more sessions that persisted 9-month post-therapy.Our findings suggest that multisite Hebbian stimulation, informed by the physiology of the corticospinal system, represents an effective strategy to promote functional recovery following SCI. ANN NEUROL 2023;93:1198-1213.
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