Morozova Ekaterina O, Zakharov Denis, Gutkin Boris S, Lapish Christopher C, Kuznetsov Alexey
Department of Physics, Indiana University, Bloomington, Indiana, United States of America.
Department of Mathematical sciences, Indiana University - Purdue University, Indianapolis, Indiana, United States of America.
PLoS Comput Biol. 2016 Dec 8;12(12):e1005233. doi: 10.1371/journal.pcbi.1005233. eCollection 2016 Dec.
The dynamics of neuronal excitability determine the neuron's response to stimuli, its synchronization and resonance properties and, ultimately, the computations it performs in the brain. We investigated the dynamical mechanisms underlying the excitability type of dopamine (DA) neurons, using a conductance-based biophysical model, and its regulation by intrinsic and synaptic currents. Calibrating the model to reproduce low frequency tonic firing results in N-methyl-D-aspartate (NMDA) excitation balanced by γ-Aminobutyric acid (GABA)-mediated inhibition and leads to type I excitable behavior characterized by a continuous decrease in firing frequency in response to hyperpolarizing currents. Furthermore, we analyzed how excitability type of the DA neuron model is influenced by changes in the intrinsic current composition. A subthreshold sodium current is necessary for a continuous frequency decrease during application of a negative current, and the low-frequency "balanced" state during simultaneous activation of NMDA and GABA receptors. Blocking this current switches the neuron to type II characterized by the abrupt onset of repetitive firing. Enhancing the anomalous rectifier Ih current also switches the excitability to type II. Key characteristics of synaptic conductances that may be observed in vivo also change the type of excitability: a depolarized γ-Aminobutyric acid receptor (GABAR) reversal potential or co-activation of α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptors (AMPARs) leads to an abrupt frequency drop to zero, which is typical for type II excitability. Coactivation of N-methyl-D-aspartate receptors (NMDARs) together with AMPARs and GABARs shifts the type I/II boundary toward more hyperpolarized GABAR reversal potentials. To better understand how altering each of the aforementioned currents leads to changes in excitability profile of DA neuron, we provide a thorough dynamical analysis. Collectively, these results imply that type I excitability in dopamine neurons might be important for low firing rates and fine-tuning basal dopamine levels, while switching excitability to type II during NMDAR and AMPAR activation may facilitate a transient increase in dopamine concentration, as type II neurons are more amenable to synchronization by mutual excitation.
神经元兴奋性的动力学特性决定了神经元对刺激的反应、其同步性和共振特性,最终还决定了它在大脑中所执行的计算。我们使用基于电导的生物物理模型研究了多巴胺(DA)能神经元兴奋性类型背后的动力学机制,以及其受内在电流和突触电流的调节情况。将模型校准以重现低频强直放电,结果表明N-甲基-D-天冬氨酸(NMDA)介导的兴奋与γ-氨基丁酸(GABA)介导的抑制达到平衡,从而导致I型可兴奋行为,其特征是响应超极化电流时放电频率持续下降。此外,我们分析了DA神经元模型的兴奋性类型如何受内在电流组成变化的影响。阈下钠电流对于施加负电流期间放电频率的持续下降以及NMDA和GABA受体同时激活时的低频“平衡”状态是必需的。阻断该电流会使神经元转变为II型,其特征是重复放电突然开始。增强反常整流Ih电流也会将兴奋性转变为II型。在体内可能观察到的突触电导的关键特性也会改变兴奋性类型:去极化的γ-氨基丁酸受体(GABAR)反转电位或α-氨基-3-羟基-5-甲基-4-异恶唑丙酸受体(AMPAR)的共同激活会导致放电频率突然降至零,这是II型兴奋性的典型特征。N-甲基-D-天冬氨酸受体(NMDAR)与AMPAR和GABAR的共同激活会使I/II型边界向更超极化的GABAR反转电位移动。为了更好地理解上述每种电流的改变如何导致DA神经元兴奋性特征的变化,我们进行了全面的动力学分析。总的来说,这些结果表明多巴胺能神经元中的I型兴奋性可能对于低放电率和微调基础多巴胺水平很重要,而在NMDAR和AMPAR激活期间将兴奋性转变为II型可能会促进多巴胺浓度的短暂升高,因为II型神经元更易于通过相互兴奋实现同步。