Cell information processing via frequency encoding and excitability

Alan Givré, Silvina Ponce Dawson
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Abstract

Cells continuously interact with their environment and respond to changes accordingly. Very often changes in the concentration of extracellular substances occur which, through receptor binding, give rise to a sequence of intracellular changes in what is called a signaling cascade. Increasing intensities of the external stimulus can result in increasing concentrations or increasing activation of the internal messengers or can induce a pulsatile behavior of increasing frequency with stimulus strength. This last behavior has been observed in intracellular Ca$^{2+}$ signals in which Ca$^{2+}$ is released from the endoplasmic reticulum through Inositol Trisphosphate Receptors (IP$_3$Rs), an ubiquitous signaling mechanism involved in many processes of physiological relevance. A statistical analysis of the time intervals between subsequent IP$_3$R-mediated Ca$^{2+}$ pulses observed experimentally has revealed an exponential dependence with the external stimulus strength in several cell types. This type of dependence, which is reminiscent of Kramers' law for thermally activated barrier crossing, has also been derived for certain excitable systems. Excitable systems have a stable stationary solution and, upon perturbations that surpass a threshold, perform a long excursion in phase space before returning to equilibrium. In this paper we use a very simple mathematical model of IP$_3$R-mediated Ca$^{2+}$ signals and published experimental results to derive the scaling law between the interpulse time and the external stimulus strength.
通过频率编码和兴奋性进行细胞信息处理
细胞不断与周围环境相互作用,并对变化做出相应的反应。细胞外物质的浓度经常发生变化,通过与受体结合,引起一连串细胞内变化,这就是所谓的信号级联。外部刺激强度的增加会导致内部信使的浓度增加或活化程度增加,也会诱发随刺激强度增加而频率增加的脉冲行为。在细胞内 Ca$^{2+}$ 信号中观察到了最后一种行为,其中 Ca$^{2+}$ 是通过三磷酸肌醇受体(IP$_3$Rs)从内质网释放的,这是一种无处不在的信号机制,参与了许多与生理相关的过程。通过对实验观察到的相继 IP$_3$R 介导的 Ca$^{2+}$ 脉冲之间的时间间隔进行统计分析,发现在不同类型的细胞中,外部刺激强度与 Ca$^{2+}$ 脉冲的时间间隔呈指数关系。这种依赖关系让人联想到热激活越障的克雷默定律,也适用于某些可兴奋系统。可兴奋系统有一个稳定的静态解,在受到超过阈值的扰动时,会在相空间中进行长时间的偏移,然后才会回到平衡状态。在本文中,我们使用了一个非常简单的 IP$_3$R 介导的 Ca$^{2+}$ 信号数学模型,并公布了实验结果,从而推导出脉冲间时间与外部刺激强度之间的缩放规律。
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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