Ocker Gabriel Koch, Doiron Brent
Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania; Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania.
Department of Mathematics, University of Pittsburgh, Pittsburgh, Pennsylvania; and Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania
J Neurophysiol. 2014 Jul 15;112(2):340-52. doi: 10.1152/jn.00084.2014. Epub 2014 Apr 30.
Low-threshold M currents are mediated by the Kv7 family of potassium channels. Kv7 channels are important regulators of spiking activity, having a direct influence on the firing rate, spike time variability, and filter properties of neurons. How Kv7 channels affect the joint spiking activity of populations of neurons is an important and open area of study. Using a combination of computational simulations and analytic calculations, we show that the activation of Kv7 conductances reduces the covariability between spike trains of pairs of neurons driven by common inputs. This reduction is beyond that explained by the lowering of firing rates and involves an active cancellation of common fluctuations in the membrane potentials of the cell pair. Our theory shows that the excess covariance reduction is due to a Kv7-induced shift from low-pass to band-pass filtering of the single neuron spike train response. Dysfunction of Kv7 conductances is related to a number of neurological diseases characterized by both elevated firing rates and increased network-wide correlations. We show how changes in the activation or strength of Kv7 conductances give rise to excess correlations that cannot be compensated for by synaptic scaling or homeostatic modulation of passive membrane properties. In contrast, modulation of Kv7 activation parameters consistent with pharmacological treatments for certain hyperactivity disorders can restore normal firing rates and spiking correlations. Our results provide key insights into how regulation of a ubiquitous potassium channel class can control the coordination of population spiking activity.
低阈值M电流由钾通道的Kv7家族介导。Kv7通道是尖峰活动的重要调节因子,对神经元的放电频率、峰时间变异性和滤波特性有直接影响。Kv7通道如何影响神经元群体的联合尖峰活动是一个重要且尚未解决的研究领域。通过结合计算模拟和解析计算,我们表明Kv7电导的激活降低了由共同输入驱动的神经元对的峰序列之间的协变性。这种降低超出了由放电频率降低所解释的范围,并且涉及对细胞对膜电位中共同波动的主动抵消。我们的理论表明,额外的协方差降低是由于Kv7诱导的单个神经元峰序列响应从低通滤波向带通滤波的转变。Kv7电导的功能障碍与许多以放电频率升高和全网络相关性增加为特征的神经疾病有关。我们展示了Kv7电导的激活或强度变化如何导致无法通过突触缩放或被动膜特性的稳态调节来补偿的额外相关性。相比之下,与某些多动障碍的药物治疗一致的Kv7激活参数调节可以恢复正常的放电频率和尖峰相关性。我们的结果为普遍存在的钾通道类别的调节如何控制群体尖峰活动的协调提供了关键见解。