Characterization of motor cortex activity of the lower limb region.

Fadi Mikhail, K. Balasubramanian, Matthew D. Best, Kazutaka Takahashi, N. Hatsopoulos
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Abstract

Understanding the functional properties of the motor cortex is a key step to developing effective neuroprosthetic and computer interfaces for amputees and patients with spinal cord injury. Most efforts have been directed towards studying the upper limb region of the motor cortex. Little has been done in the way of addressing lower limb motor cortical physiology. In this study, we implanted multiple microelectrode arrays along the central sulcus in the primary motor cortex of a macaque monkey. Using intracortical microstimulation, we identified neurons that evoked leg movements, either exclusively or mostly, and we studied their firing activity during a center-out arm movement task. We found that some of these neurons modulated their firing rate during arm movement. Surprisingly, we found that some of these neurons even had selective tuning to the direction of arm movement. We built a decoding model which was able to predict the direction of arm movement based on putative leg motor cortical firing activity significantly better than chance. These findings have interesting and surprising implications for understanding motor cortical physiology.
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下肢运动皮质活动的表征。
了解运动皮层的功能特性是为截肢者和脊髓损伤患者开发有效的神经假肢和计算机接口的关键一步。大多数的研究都是针对运动皮层的上肢区域。关于下肢运动皮质生理的研究很少。在这项研究中,我们沿着猕猴初级运动皮层的中央沟植入了多个微电极阵列。通过皮质内微刺激,我们确定了引起腿部运动的神经元,无论是完全的还是大部分的,我们研究了它们在手臂运动任务中的放电活动。我们发现这些神经元中的一些在手臂运动时调节了它们的放电速率。令人惊讶的是,我们发现其中一些神经元甚至有选择性地调整手臂运动的方向。我们建立了一个解码模型,该模型能够根据假定的腿部运动皮层放电活动来预测手臂运动的方向,明显优于随机。这些发现对于理解运动皮质生理学具有有趣和令人惊讶的意义。
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