Mandelblat Y, Etzion Y, Grossman Y, Golomb D
Department of Physiology and Zlotowski Center for Neuroscience, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva 84105, Israel.
J Comput Neurosci. 2001 Jul-Aug;11(1):43-62. doi: 10.1023/a:1011252730249.
Recordings from cerebellar Purkinje cell dendrites have revealed that in response to sustained current injection, the cell firing pattern can move from tonic firing of Ca(2+) spikes to doublet firing and even to quadruplet firing or more complex firing. These firing patterns are not modified substantially if Na(+) currents are blocked. We show that the experimental results can be viewed as a slow transition of the neuronal dynamics through a period-doubling bifurcation. To further support this conclusion and to understand the underlying mechanism that leads to doublet firing, we develop and study a simple, one-compartment model of Purkinje cell dendrite. The neuron can also exhibit quadruplet and chaotic firing patterns that are similar to the firing patterns that some of the Purkinje cells exhibit experimentally. The effects of parameters such as temperature, applied current, and potassium reversal potential in the model resemble their effects in experiments. The model dynamics involve three time scales. Ca(2+)- dependent K(+) currents, with intermediate time scales, are responsible for the appearance of doublet firing, whereas a very slow hyperpolarizing current transfers the neuron from tonic to doublet firing. We use the fast-slow analysis to separate the effects of the three time scales. Fast-slow analysis of the neuronal dynamics, with the activation variable of the very slow, hyperpolarizing current considered as a parameter, reveals that the transitions occurs via a cascade of period-doubling bifurcations of the fast and intermediate subsystem as this slow variable increases. We carry out another analysis, with the Ca(2+) concentration considered as a parameter, to investigate the conditions for the generation of doublet firing in systems with one effective variable with intermediate time scale, in which the rest state of the fast subsystem is terminated by a saddle-node bifurcation. We find that the scenario of period doubling in these systems can occur only if (1) the time scale of the intermediate variable (here, the decay rate of the calcium concentration) is slow enough in comparison with the interspike interval of the tonic firing at the transition but is not too slow and (2) there is a biostability of the fast subsystem of the spike-generating variables.
对小脑浦肯野细胞树突的记录显示,在持续电流注入的情况下,细胞放电模式可以从Ca(2+)尖峰的紧张性放电转变为双峰放电,甚至变为四重峰放电或更复杂的放电。如果Na(+)电流被阻断,这些放电模式不会有实质性改变。我们表明,实验结果可以被视为神经元动力学通过倍周期分岔的缓慢转变。为了进一步支持这一结论并理解导致双峰放电的潜在机制,我们开发并研究了一个简单的浦肯野细胞树突单室模型。该神经元还可以表现出四重峰和混沌放电模式,类似于一些浦肯野细胞在实验中表现出的放电模式。模型中的温度、施加电流和钾反转电位等参数的影响与实验中的影响相似。模型动力学涉及三个时间尺度。具有中间时间尺度的Ca(2+)依赖性K(+)电流导致双峰放电的出现,而非常缓慢的超极化电流将神经元从紧张性放电转变为双峰放电。我们使用快慢分析来分离这三个时间尺度的影响。对神经元动力学进行快慢分析,将非常缓慢的超极化电流的激活变量视为一个参数,结果表明,随着这个缓慢变量的增加,转变通过快速和中间子系统的一系列倍周期分岔发生。我们进行了另一项分析,将Ca(2+)浓度视为一个参数,以研究在具有一个中间时间尺度有效变量的系统中产生双峰放电的条件,其中快速子系统的静止状态由鞍结分岔终止。我们发现,只有在以下情况下,这些系统中才会出现倍周期情况:(1) 中间变量的时间尺度(这里是钙浓度的衰减率)与转变时紧张性放电的峰间间隔相比足够慢,但又不太慢;(2) 尖峰产生变量的快速子系统存在双稳定性。