Dashevskiy Tatiana, Cymbalyuk Gennady
Neuroscience Institute, Georgia State University, Atlanta, GA, United States.
Center for Integrative Brain Research, Seattle Children's Research Institute, Seattle, WA, United States.
Front Comput Neurosci. 2018 Feb 6;12:5. doi: 10.3389/fncom.2018.00005. eCollection 2018.
The coexistence of neuronal activity regimes has been reported under normal and pathological conditions. Such multistability could enhance the flexibility of the nervous system and has many implications for motor control, memory, and decision making. Multistability is commonly promoted by neuromodulation targeting specific membrane ionic currents. Here, we investigated how modulation of different ionic currents could affect the neuronal propensity for bistability. We considered a leech heart interneuron model. It exhibits bistability of bursting and silence in a narrow range of the leak current parameters, conductance ( ) and reversal potential ( ). We assessed the propensity for bistability of the model by using bifurcation diagrams. On the diagram ( , ), we mapped bursting and silent regimes. For the canonical value of we determined the range of which supported the bistability. We use this range as an index of propensity for bistability. We investigated how this index was affected by alterations of ionic currents. We systematically changed their conductances, one at a time, and built corresponding bifurcation diagrams in parameter planes of the maximal conductance of a given current and the leak conductance. We found that conductance of only one current substantially affected the index of propensity; the increase of the maximal conductance of the hyperpolarization-activated cationic current increased the propensity index. The second conductance with the strongest effect was the conductance of the low-threshold fast Ca current; its reduction increased the propensity index although the effect was about two times smaller in magnitude. Analyzing the model with both changes applied simultaneously, we found that the diagram ( , ) showed a progressively expanded area of bistability of bursting and silence.
在正常和病理条件下均已报道存在神经元活动状态共存的情况。这种多稳定性可增强神经系统的灵活性,并对运动控制、记忆和决策有诸多影响。多稳定性通常由靶向特定膜离子电流的神经调节所促进。在此,我们研究了不同离子电流的调制如何影响神经元的双稳性倾向。我们考虑了一种水蛭心脏中间神经元模型。它在泄漏电流参数(电导( )和反转电位( ))的狭窄范围内表现出爆发和静息的双稳性。我们通过使用分岔图来评估该模型的双稳性倾向。在图( , )上,我们绘制了爆发和静息状态。对于 的标准值,我们确定了支持双稳性的 范围。我们将此范围用作双稳性倾向的指标。我们研究了该指标如何受到离子电流变化的影响。我们一次系统地改变一种离子电流的电导,并在给定电流的最大电导和泄漏电导的参数平面中构建相应的分岔图。我们发现只有一种电流的电导会显著影响双稳性倾向指标;超极化激活阳离子电流最大电导的增加会提高倾向指标。影响最强的第二种电导是低阈值快速钙电流的电导;其降低会提高倾向指标,尽管其影响幅度约小两倍。同时应用这两种变化来分析该模型,我们发现图( , )显示出爆发和静息双稳性的区域逐渐扩大。