噪声诱导的钙动力学平衡状态破坏和尖峰模式形成

Irina Bashkirtseva, Stepan Kachusov, Lev Ryashko
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摘要

本文探讨了确定导致细胞钙动力学振荡模式形成的条件的问题。本文以随机版本的钙动力学 Li-Rinzel 模型为基础研究了这一问题。研究针对单稳态区和双稳态区进行,其中初始确定性版本的模型只有稳定平衡作为吸引子。在单稳态参数区,即使很小的噪声也能破坏平衡模式并形成尖峰振荡模式。在有两个稳定平衡共存的双稳态区,揭示了从随机偏好到噪声诱发兴奋的两阶段转化机制。为了研究这些随机现象,我们采用了置信椭圆法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Noise-induced destruction of equilibrium regimes and spiking patterns formation in calcium dynamics

The problem of identifying the conditions that cause the formation of oscillatory patterns in the calcium dynamics of cells is considered. This problem is studied in this article on the basis of a stochastic version of the Li-Rinzel model of calcium dynamics. The study is carried out for mono- and bi-stability zones, where the initial deterministic version of the model has only stable equilibria as attractors. For the monostability parameter zone, conditions have been found under which even small noise destructs the equilibrium mode and forms the spiking oscillatory patterns. In the bistability zone with two coexisting stable equilibria, mechanisms of two-stage transformations from stochastic preference to noise-induced excitement are revealed. To study these stochastic phenomena, we apply the method of confidence ellipses.

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