Center for Memory and Brain, Boston University, Boston, MA 02215, USA.
Neural Netw. 2011 Jan;24(1):29-42. doi: 10.1016/j.neunet.2010.08.005. Epub 2010 Aug 22.
Spike timing dependent plasticity (STDP) has been demonstrated in various neural systems of many animals. It has been shown that STDP depends on the target and the location of the synapse and is dynamically regulated by the activity of adjacent synapses, the presence of postsynaptic calcium, presynaptic GABA inhibition or the action of neuromodulators. Recent experimental evidence has reported that the profile of STDP in the CA1 pyramidal neuron can be classified into two types depending on its dendritic location: (1) A symmetric STDP profile in the proximal to the soma dendrites, and (2) an asymmetric one in the distal dendrites. Bicuculline application revealed that GABA(A) is responsible for the symmetry of the STDP curve. We investigate via computer simulations how GABA(A) shapes the STDP profile in the CA1 pyramidal neuron dendrites when it is driven by excitatory spike pairs (doublets). The model constructed uses calcium as the postsynaptic signaling agent for STDP and is shown to be consistent with classical long-term potentiation (LTP) and long-term depression (LTD) induced by several doublet stimulation paradigms in the absence of inhibition. Overall, simulation results provide computational evidence for the first time that the switch between the symmetrical and the asymmetrical STDP operational modes is indeed due to GABA inhibition. Furthermore, gamma frequency inhibition and not theta one is responsible for the transition from asymmetry-to-symmetry. The resulted symmetrical STDP profile is centered at +10 ms with two distinct LTD tails at -10 and +40 ms. Finally, the asymmetry-to-symmetry transition is strongly dependent on the strength (conductance) of inhibition and its relative onset with respect to pre- and postsynaptic spike stimulation.
译文:
标题: 基于尖峰时间依赖可塑性(STDP)的 CA1 锥体神经元树突形态的计算机模拟研究
摘要:在许多动物的各种神经系统中已经证明了尖峰时间依赖可塑性(STDP)的存在。已经表明,STDP 取决于目标和突触的位置,并且受到相邻突触的活动、突触后钙离子的存在、突触前 GABA 抑制或神经调质的作用的动态调节。最近的实验证据表明,CA1 锥体神经元中的 STDP 形态可以根据其树突位置分为两种类型:(1)在靠近胞体的树突中的对称 STDP 形态,和(2)在远端树突中的非对称形态。应用 Bicuculline 表明 GABA(A) 负责 STDP 曲线的对称性。我们通过计算机模拟研究了当兴奋性尖峰对(双脉冲)驱动时,GABA(A) 如何在 CA1 锥体神经元树突中塑造 STDP 形态。构建的模型使用钙作为 STDP 的突触后信号转导剂,并且在没有抑制的情况下,与几种双脉冲刺激范式诱导的经典长时程增强(LTP)和长时程抑制(LTD)一致。总体而言,模拟结果首次提供了计算证据,表明对称和非对称 STDP 操作模式之间的切换确实是由于 GABA 抑制引起的。此外,负责从非对称到对称的转变的是γ频抑制,而不是θ频抑制。产生的对称 STDP 形态以+10 ms 为中心,在-10 和+40 ms 处有两个明显的 LTD 尾巴。最后,非对称到对称的转变强烈依赖于抑制的强度(电导)及其相对于突触前和突触后尖峰刺激的相对起始时间。