Department of Electrical Engineering, University of Twente, Enschede, The Netherlands.
J Neural Eng. 2011 Dec;8(6):066005. doi: 10.1088/1741-2560/8/6/066005. Epub 2011 Oct 12.
We present a computational model of a thalamocortical relay neuron for exploring basal ganglia thalamocortical loop behavior in relation to Parkinson's disease and deep brain stimulation (DBS). Previous microelectrode, single-unit recording studies demonstrated that oscillatory interaction within and between basal ganglia nuclei is very often accompanied by synchronization at Parkinsonian rest tremor frequencies (3-10 Hz). These oscillations have a profound influence on thalamic projections and impair the thalamic relaying of cortical input by generating rebound action potentials. Our model describes convergent inhibitory input received from basal ganglia by the thalamocortical cells based on characteristics of normal activity, and/or low-frequency oscillations (activity associated with Parkinson's disease). In addition to simulated input, we also used microelectrode recordings as inputs for the model. In the resting state, and without additional sensorimotor input, pathological rebound activity is generated for even mild Parkinsonian input. We have found a specific stimulation window of amplitudes and frequencies for periodic input, which corresponds to high-frequency DBS, and which also suppresses rebound activity for mild and even more prominent Parkinsonian input. When low-frequency pathological rebound activity disables the thalamocortical cell's ability to relay excitatory cortical input, a stimulation signal with parameter settings corresponding to our stimulation window can restore the thalamocortical cell's relay functionality.
我们提出了一个丘脑皮质中继神经元的计算模型,用于探索与帕金森病和深部脑刺激(DBS)相关的基底神经节丘脑皮质回路行为。以前的微电极、单细胞记录研究表明,基底神经节核内和核间的振荡相互作用通常伴随着帕金森震颤频率(3-10 Hz)的同步。这些振荡对丘脑投射有深远的影响,并通过产生反弹动作电位来破坏皮质输入的丘脑传递。我们的模型根据正常活动和/或低频振荡(与帕金森病相关的活动)的特征,描述了基底神经节对丘脑皮质细胞的会聚抑制性输入。除了模拟输入外,我们还将微电极记录用作模型的输入。在静息状态下,即使是轻度帕金森病输入,也会产生病理性反弹活动,而无需额外的感觉运动输入。我们已经找到了周期性输入的特定刺激窗口的幅度和频率,这对应于高频 DBS,并且还可以抑制轻度甚至更明显的帕金森病输入的反弹活动。当低频病理性反弹活动使丘脑皮质细胞丧失传递兴奋性皮质输入的能力时,具有与我们的刺激窗口相对应的参数设置的刺激信号可以恢复丘脑皮质细胞的中继功能。