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离子浓度对基于 Hodgkin-Huxley 模型的皮质网络动态行为的影响。

The influence of ion concentrations on the dynamic behavior of the Hodgkin-Huxley model-based cortical network.

机构信息

Department of Electrical and Electronics Engineering, Inonu University, Malatya, Turkey.

Department of Computer Engineering, Batman University, 72060 Batman, Turkey.

出版信息

Cogn Neurodyn. 2014 Aug;8(4):287-98. doi: 10.1007/s11571-014-9281-5. Epub 2014 Jan 17.

Abstract

Action potentials (APs) in the form of very short pulses arise when the cell is excited by any internal or external stimulus exceeding the critical threshold of the membrane. During AP generation, the membrane potential completes its natural cycle through typical phases that can be formatted by ion channels, gates and ion concentrations, as well as the synaptic excitation rate. On the basis of the Hodgkin-Huxley cell model, a cortical network consistent with the real anatomic structure is realized with randomly interrelated small population of neurons to simulate a cerebral cortex segment. Using this model, we investigated the effects of Na(+) and K(+) ion concentrations on the outcome of this network in terms of regularity, phase locking, and synchronization. The results suggested that Na(+) concentration does slightly affect the amplitude but not considerably affects the other parameters specified by depolarization and repolarization. K(+) concentration significantly influences the form, regularity, and synchrony of the network-generated APs. No previous study dealing directly with the effects of both Na(+) and K(+) ion concentrations on regularity and synchronization of the simulated cortical network-generated APs, allowing for the comparison of results obtained using our methods, was encountered in the literature. The results, however, were consistent with those obtained through studies concerning resonance and synchronization from another perspective and with the information revealed through physiological and pharmacological experiments concerning changing ion concentrations or blocking ion channels. Our results demonstrated that the regularity and reliability of brain functions have a strong relationship with cellular ion concentrations, and suggested the management of the dynamic behavior of the cellular network with ion concentrations.

摘要

动作电位 (APs) 以非常短的脉冲形式出现,当细胞被任何超过膜临界阈值的内部或外部刺激激发时。在 AP 生成期间,膜电位通过典型的阶段完成其自然循环,这些阶段可以由离子通道、门和离子浓度以及突触激发率来格式化。基于 Hodgkin-Huxley 细胞模型,使用随机相关的小神经元群体实现了与真实解剖结构一致的皮质网络,以模拟大脑皮层的一部分。使用这个模型,我们研究了 Na(+)和 K(+)离子浓度对这个网络的结果的影响,包括规律性、相位锁定和同步。结果表明,Na(+)浓度对幅度略有影响,但对去极化和复极化指定的其他参数没有显著影响。K(+)浓度显著影响网络产生的 APs 的形态、规律性和同步性。在文献中没有遇到直接处理 Na(+)和 K(+)离子浓度对模拟皮质网络产生的 APs 的规律性和同步性的影响的先前研究,因此可以比较我们方法得到的结果。然而,结果与从另一个角度研究共振和同步的研究结果一致,也与关于改变离子浓度或阻断离子通道的生理和药理学实验所揭示的信息一致。我们的结果表明,大脑功能的规律性和可靠性与细胞离子浓度有很强的关系,并提示通过离子浓度来管理细胞网络的动态行为。

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