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神经元-星形胶质细胞相互作用的相平面分析。

A phase plane analysis of neuron-astrocyte interactions.

机构信息

Medical Biology Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran.

出版信息

Neural Netw. 2013 Aug;44:157-65. doi: 10.1016/j.neunet.2013.03.018. Epub 2013 Apr 6.

Abstract

Intensive experimental studies have shown that astrocytes are active partners in modulation of synaptic transmission. In the present research, we study neuron-astrocyte signaling using a biologically inspired model of one neuron synapsing one astrocyte. In this model, the firing dynamics of the neuron is described by the Morris-Lecar model and the Ca(2+) dynamics of a single astrocyte explained by a functional model introduced by Postnov and colleagues. Using the coupled neuron-astrocyte model and based on the results of the phase plane analyses, it is demonstrated that the astrocyte is able to activate the silent neuron or change the neuron spiking frequency through bidirectional communication. This suggests that astrocyte feedback signaling is capable of modulating spike transmission frequency by changing neuron spiking frequency. This effect is described by a saddle-node on invariant circle bifurcation in the coupled neuron-astrocyte model. In this way, our results suggest that the neuron-astrocyte crosstalk has a fundamental role in producing diverse neuronal activities and therefore enhances the information processing capabilities of the brain.

摘要

密集的实验研究表明,星形胶质细胞是调节突触传递的活跃伙伴。在本研究中,我们使用一个神经元与一个星形胶质细胞突触的生物启发模型来研究神经元-星形胶质细胞信号转导。在这个模型中,神经元的放电动力学由 Morris-Lecar 模型描述,单个星形胶质细胞的 Ca(2+)动力学由 Postnov 及其同事引入的功能模型解释。使用耦合的神经元-星形胶质细胞模型,并基于相平面分析的结果,证明星形胶质细胞能够通过双向通信激活沉默神经元或改变神经元的放电频率。这表明星形胶质细胞反馈信号能够通过改变神经元的放电频率来调节尖峰传输频率。这种效应在耦合的神经元-星形胶质细胞模型中的鞍结不变圆分岔中进行了描述。通过这种方式,我们的结果表明神经元-星形胶质细胞串扰在产生多样化的神经元活动方面具有重要作用,从而增强了大脑的信息处理能力。

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