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缝隙连接促进皮质神经元群体中同步放电的传播:一项数值模拟研究。

Gap junctions facilitate propagation of synchronous firing in the cortical neural population: a numerical simulation study.

机构信息

Center for Neural Science, New York University, 4 Washington Place, New York, NY 10003, USA.

出版信息

Neural Netw. 2013 Oct;46:91-8. doi: 10.1016/j.neunet.2013.04.011. Epub 2013 May 6.

Abstract

This study investigates the effect of gap junctions on firing propagation in a feedforward neural network by a numerical simulation with biologically plausible parameters. Gap junctions are electrical couplings between two cells connected by a binding protein, connexin. Recent electrophysiological studies have reported that a large number of inhibitory neurons in the mammalian cortex are mutually connected by gap junctions, and synchronization of gap junctions, spread over several hundred microns, suggests that these have a strong effect on the dynamics of the cortical network. However, the effect of gap junctions on firing propagation in cortical circuits has not been examined systematically. In this study, we perform numerical simulations using biologically plausible parameters to clarify this effect on population firing in a feedforward neural network. The results suggest that gap junctions switch the temporally uniform firing in a layer to temporally clustered firing in subsequent layers, resulting in an enhancement in the propagation of population firing in the feedforward network. Because gap junctions are often modulated in physiological conditions, we speculate that gap junctions could be related to a gating function of population firing in the brain.

摘要

本研究通过具有生物学合理性参数的数值模拟,研究缝隙连接对前馈神经网络中放电传播的影响。缝隙连接是通过连接蛋白 connexin 连接的两个细胞之间的电耦合。最近的电生理学研究报告称,哺乳动物皮层中的大量抑制性神经元通过缝隙连接相互连接,并且缝隙连接的同步传播超过几百微米,表明它们对皮层网络的动力学有很强的影响。然而,缝隙连接对皮层回路中放电传播的影响尚未得到系统的研究。在这项研究中,我们使用具有生物学合理性参数的数值模拟来阐明对前馈神经网络中群体放电的这种影响。结果表明,缝隙连接将层中的时间均匀放电切换为后续层中的时间聚类放电,从而增强了前馈网络中群体放电的传播。由于缝隙连接在生理条件下经常被调制,我们推测缝隙连接可能与大脑中群体放电的门控功能有关。

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