Dept. of Neurobiology and Psychology, Integrative Center for Learning and Memory, Univ. of California, Los Angeles, Los Angeles, CA 90095, USA.
J Neurophysiol. 2013 Apr;109(7):1824-36. doi: 10.1152/jn.00612.2012. Epub 2013 Jan 16.
Neural dynamics generated within cortical networks play a fundamental role in brain function. However, the learning rules that allow recurrent networks to generate functional dynamic regimes, and the degree to which these regimes are themselves plastic, are not known. In this study we examined plasticity of network dynamics in cortical organotypic slices in response to chronic changes in activity. Studies have typically manipulated network activity pharmacologically; we used chronic electrical stimulation to increase activity in in vitro cortical circuits in a more physiological manner. Slices were stimulated with "implanted" electrodes for 4 days. Chronic electrical stimulation or treatment with bicuculline decreased spontaneous activity as predicted by homeostatic learning rules. Paradoxically, however, whereas bicuculline decreased evoked network activity, chronic stimulation actually increased the likelihood that evoked stimulation elicited polysynaptic activity, despite a decrease in evoked monosynaptic strength. Furthermore, there was an inverse correlation between spontaneous and evoked activity, suggesting a homeostatic tradeoff between spontaneous and evoked activity. Within-slice experiments revealed that cells close to the stimulated electrode exhibited more evoked polysynaptic activity and less spontaneous activity than cells close to a control electrode. Collectively, our results establish that chronic stimulation changes the dynamic regimes of networks. In vitro studies of homeostatic plasticity typically lack any external input, and thus neurons must rely on "spontaneous" activity to reach homeostatic "set points." However, in the presence of external input we propose that homeostatic learning rules seem to shift networks from spontaneous to evoked regimes.
皮层网络中产生的神经动力学在大脑功能中起着至关重要的作用。然而,尚不清楚允许递归网络生成功能动态状态的学习规则,以及这些状态本身的可塑性程度。在这项研究中,我们研究了皮质器官型切片中网络动力学对活性慢性变化的可塑性。研究通常通过药理学手段来操纵网络活性;我们使用慢性电刺激以更生理的方式增加体外皮质电路的活性。用“植入”电极刺激切片 4 天。慢性电刺激或用荷包牡丹碱处理会根据同型学习规则预测自发性活动减少。然而,矛盾的是,虽然荷包牡丹碱降低了网络诱发活动,但慢性刺激实际上增加了诱发刺激引发多突触活动的可能性,尽管诱发单突触强度降低。此外,自发活动和诱发活动之间存在反比关系,这表明自发活动和诱发活动之间存在同型平衡的权衡。切片内实验表明,与靠近对照电极的细胞相比,靠近刺激电极的细胞表现出更多的诱发多突触活动和更少的自发活动。总的来说,我们的结果表明慢性刺激改变了网络的动态状态。同型可塑性的体外研究通常缺乏任何外部输入,因此神经元必须依赖“自发”活动来达到同型“设定点”。然而,在存在外部输入的情况下,我们提出同型学习规则似乎会将网络从自发状态转移到诱发状态。