A phase plane analysis of neuron-astrocyte interactions

被引:27
作者
Amiri, Mahmood [1 ,2 ]
Montaseri, Ghazal [3 ]
Bahrami, Fariba [4 ]
机构
[1] Kermanshah Univ Med Sci, Med Biol Res Ctr, Kermanshah, Iran
[2] Ist Italiano Tecnol, Dept Robot Brain & Cognit Sci, I-16163 Genoa, Italy
[3] Univ Tehran, Coll Engn, Sch Elect & Comp Engn, Adv Control Syst Lab, Tehran, Iran
[4] Univ Tehran, Coll Engn, Sch Elect & Comp Engn, CIPCE, Tehran, Iran
关键词
Neuron-astrocyte interaction; Functional modeling; Phase plane analysis; Bifurcation; SYNAPTIC-TRANSMISSION; GLUTAMATE; GLIA; SYNCHRONIZATION; OSCILLATIONS; MODULATION; NETWORKS; EPILEPSY;
D O I
10.1016/j.neunet.2013.03.018
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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 Ca2+ 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. Crown Copyright (C) 2013 Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:157 / 165
页数:9
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