Program in Neural Computation, Carnegie Mellon University, Pittsburgh, PA 15289, USA.
Eur J Neurosci. 2012 Jul;36(2):2146-55. doi: 10.1111/j.1460-9568.2012.08071.x.
Dopamine modulates cortical circuit activity in part through its actions on GABAergic interneurons, including increasing the excitability of fast-spiking interneurons. Though such effects have been demonstrated in single cells, there are no studies that examine how such mechanisms may lead to the effects of dopamine at a neural network level. With this motivation, we investigated the effects of dopamine on synchronization in a simulated neural network composed of excitatory and fast-spiking inhibitory Wang-Buzsaki neurons. The effects of dopamine were implemented through varying leak K+ conductance of the fast-spiking interneurons and the network synchronization within the gamma band (∼40 Hz) was analyzed. Parametrically varying the leak K+ conductance revealed an inverted-U shaped relationship, with low gamma band power at both low and high conductance levels and optimal synchronization at intermediate conductance levels. We also examined the effects of modulating excitability of the inhibitory neurons more generically using an idealized model with theta neurons, with similar findings. Moreover, such a relationship holds when the external input is both tonic and periodic. Our computational results mirror our empirical study of dopamine modulation in schizophrenia and healthy controls, which showed that amphetamine administration increased gamma power in patients but decreased it in controls. Together, our computational and empirical investigations indicate that dopamine can modulate cortical gamma band synchrony in an inverted-U fashion and that the physiologic effects of dopamine on single fast-spiking interneurons can give rise to such non-monotonic effects at the network level.
多巴胺通过其对 GABA 能中间神经元的作用(包括增加快速放电中间神经元的兴奋性)来调节皮质回路活动。尽管在单个细胞中已经证明了这种作用,但目前还没有研究探讨这些机制如何导致多巴胺在神经网络水平上的作用。基于这一动机,我们研究了多巴胺对由兴奋性和快速放电抑制性 Wang-Buzsaki 神经元组成的模拟神经网络中同步的影响。通过改变快速放电中间神经元的漏钾电导来实现多巴胺的作用,并分析网络在γ频段(约 40Hz)内的同步。参数变化漏钾电导显示出倒 U 形关系,在低和高电导水平下γ频段功率较低,在中间电导水平下同步最佳。我们还使用具有θ神经元的理想化模型更普遍地研究了调节抑制性神经元兴奋性的影响,结果相似。此外,当外部输入既是紧张的又是周期性的时,这种关系仍然存在。我们的计算结果与我们在精神分裂症和健康对照中的多巴胺调节的实证研究相吻合,研究表明安非他命给药增加了患者的γ功率,但降低了对照组的γ功率。总之,我们的计算和实证研究表明,多巴胺可以以倒 U 形方式调节皮质γ频段同步,多巴胺对单个快速放电中间神经元的生理作用可以在网络水平上产生这种非单调效应。