Hutt Axel, Buhry Laure
INRIA Grand Est - Nancy, Team NEUROSYS, 615 rue du Jardin Botanique, 54602, Villers-les-Nancy, France,
J Comput Neurosci. 2014 Dec;37(3):417-37. doi: 10.1007/s10827-014-0512-x. Epub 2014 Jul 1.
Anaesthetic agents are known to affect extra-synaptic GABAergic receptors, which induce tonic inhibitory currents. Since these receptors are very sensitive to small concentrations of agents, they are supposed to play an important role in the underlying neural mechanism of general anaesthesia. Moreover anaesthetic agents modulate the encephalographic activity (EEG) of subjects and hence show an effect on neural populations. To understand better the tonic inhibition effect in single neurons on neural populations and hence how it affects the EEG, the work considers single neurons and neural populations in a steady-state and studies numerically and analytically the modulation of their firing rate and nonlinear gain with respect to different levels of tonic inhibition. We consider populations of both type-I (Leaky Integrate-and-Fire model) and type-II (Morris-Lecar model) neurons. To bridge the single neuron description to the population description analytically, a recently proposed statistical approach is employed which allows to derive new analytical expressions for the population firing rate for type-I neurons. In addition, the work shows the derivation of a novel transfer function for type-I neurons as considered in neural mass models and studies briefly the interaction of synaptic and extra-synaptic inhibition. We reveal a strong subtractive and divisive effect of tonic inhibition in type-I neurons, i.e. a shift of the firing rate to higher excitation levels accompanied by a change of the nonlinear gain. Tonic inhibition shortens the excitation window of type-II neurons and their populations while maintaining the nonlinear gain. The gained results are interpreted in the context of recent experimental findings under propofol-induced anaesthesia.
已知麻醉剂会影响突触外GABA能受体,这些受体会诱发强直抑制电流。由于这些受体对低浓度的麻醉剂非常敏感,它们被认为在全身麻醉的潜在神经机制中起着重要作用。此外,麻醉剂会调节受试者的脑电图活动(EEG),因此对神经群体有影响。为了更好地理解单个神经元对神经群体的强直抑制作用,以及它如何影响脑电图,这项工作考虑了稳态下的单个神经元和神经群体,并通过数值和分析方法研究了它们在不同程度的强直抑制下的放电率和非线性增益的调制。我们考虑了I型(泄漏积分发放模型)和II型(莫里斯 - 勒卡尔模型)神经元群体。为了从分析上把单个神经元的描述与群体描述联系起来,采用了一种最近提出的统计方法,该方法允许推导出I型神经元群体放电率的新解析表达式。此外,这项工作展示了神经质量模型中所考虑的I型神经元的新型传递函数的推导,并简要研究了突触抑制和突触外抑制的相互作用。我们揭示了I型神经元中强直抑制的强烈减法和除法效应,即放电率向更高兴奋水平的转变,同时伴随着非线性增益的变化。强直抑制缩短了II型神经元及其群体的兴奋窗口,同时保持非线性增益。在丙泊酚诱导麻醉的最新实验结果背景下对所获得的结果进行了解释。