Department of Neurology, University of California, San Francisco, San Francisco, CA 94158, USA; California National Primate Research Center, University of California, Davis, Davis, CA 95616, USA.
California National Primate Research Center, University of California, Davis, Davis, CA 95616, USA.
Cell. 2021 Feb 18;184(4):912-930.e20. doi: 10.1016/j.cell.2021.01.023. Epub 2021 Feb 10.
Electrical stimulation is a promising tool for modulating brain networks. However, it is unclear how stimulation interacts with neural patterns underlying behavior. Specifically, how might external stimulation that is not sensitive to the state of ongoing neural dynamics reliably augment neural processing and improve function? Here, we tested how low-frequency epidural alternating current stimulation (ACS) in non-human primates recovering from stroke interacted with task-related activity in perilesional cortex and affected grasping. We found that ACS increased co-firing within task-related ensembles and improved dexterity. Using a neural network model, we found that simulated ACS drove ensemble co-firing and enhanced propagation of neural activity through parts of the network with impaired connectivity, suggesting a mechanism to link increased co-firing to enhanced dexterity. Together, our results demonstrate that ACS restores neural processing in impaired networks and improves dexterity following stroke. More broadly, these results demonstrate approaches to optimize stimulation to target neural dynamics.
电刺激是一种有前途的调节大脑网络的工具。然而,目前尚不清楚刺激是如何与行为背后的神经模式相互作用的。具体来说,外部刺激如何在不敏感于正在进行的神经动力学状态的情况下可靠地增强神经处理并改善功能?在这里,我们测试了非人类灵长类动物中风后恢复期间的低频硬膜外交流电刺激 (ACS) 如何与病灶周围皮质中的任务相关活动相互作用,并影响抓握。我们发现 ACS 增加了与任务相关的集合内的共发射,并提高了灵巧性。使用神经网络模型,我们发现模拟 ACS 驱动了集合共发射,并增强了通过网络中连接受损部分的神经活动的传播,这表明了一种将共发射增加与灵巧性提高联系起来的机制。总的来说,我们的结果表明 ACS 可以恢复受损网络中的神经处理,并改善中风后的灵巧性。更广泛地说,这些结果表明了优化刺激以针对神经动力学的方法。