Schreiber Susanne, Fellous Jean-Marc, Tiesinga Paul, Sejnowski Terrence J
Sloan-Swartz Center for Theoretical Neurobiology, Salk Institute, La Jolla, California 92037, USA.
J Neurophysiol. 2004 Jan;91(1):194-205. doi: 10.1152/jn.00556.2003. Epub 2003 Sep 24.
Spike timing reliability of neuronal responses depends on the frequency content of the input. We investigate how intrinsic properties of cortical neurons affect spike timing reliability in response to rhythmic inputs of suprathreshold mean. Analyzing reliability of conductance-based cortical model neurons on the basis of a correlation measure, we show two aspects of how ionic conductances influence spike timing reliability. First, they set the preferred frequency for spike timing reliability, which in accordance with the resonance effect of spike timing reliability is well approximated by the firing rate of a neuron in response to the DC component in the input. We demonstrate that a slow potassium current can modulate the spike timing frequency preference over a broad range of frequencies. This result is confirmed experimentally by dynamic-clamp recordings from rat prefrontal cortical neurons in vitro. Second, we provide evidence that ionic conductances also influence spike timing beyond changes in preferred frequency. Cells with the same DC firing rate exhibit more reliable spike timing at the preferred frequency and its harmonics if the slow potassium current is larger and its kinetics are faster, whereas a larger persistent sodium current impairs reliability. We predict that potassium channels are an efficient target for neuromodulators that can tune spike timing reliability to a given rhythmic input.
神经元反应的峰电位时间可靠性取决于输入的频率成分。我们研究皮质神经元的内在特性如何影响对阈上平均节律性输入的峰电位时间可靠性。基于相关性度量分析基于电导的皮质模型神经元的可靠性,我们展示了离子电导影响峰电位时间可靠性的两个方面。首先,它们设定了峰电位时间可靠性的偏好频率,根据峰电位时间可靠性的共振效应,这可以很好地由神经元对输入中直流成分的放电率来近似。我们证明,一种缓慢的钾电流可以在很宽的频率范围内调节峰电位时间频率偏好。这个结果通过体外大鼠前额叶皮质神经元的动态钳记录实验得到了证实。其次,我们提供证据表明,离子电导对峰电位时间的影响超出了偏好频率的变化。如果缓慢的钾电流更大且其动力学更快,具有相同直流放电率的细胞在偏好频率及其谐波处表现出更可靠的峰电位时间,而更大的持续性钠电流会损害可靠性。我们预测,钾通道是神经调节剂的有效靶点,神经调节剂可以将峰电位时间可靠性调整到给定的节律性输入。