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边缘处的尖峰:反应扩散系统中界面处的兴奋性。

Spiking at the edge: Excitability at interfaces in reaction-diffusion systems.

作者信息

Scheibner Colin, Ori Hillel, Cohen Adam E, Vitelli Vincenzo

机构信息

Department of Physics and The James Franck Institute, The University of Chicago, Chicago, IL 60637.

Kadanoff Center for Theoretical Physics, The University of Chicago, Chicago, IL 60637.

出版信息

Proc Natl Acad Sci U S A. 2024 Jan 16;121(3):e2307996120. doi: 10.1073/pnas.2307996120. Epub 2024 Jan 12.

Abstract

Excitable media, ranging from bioelectric tissues and chemical oscillators to forest fires and competing populations, are nonlinear, spatially extended systems capable of spiking. Most investigations of excitable media consider situations where the amplifying and suppressing forces necessary for spiking coexist at every point in space. In this case, spikes arise due to local bistabilities, which require a fine-tuned ratio between local amplification and suppression strengths. But, in nature and engineered systems, these forces can be segregated in space, forming structures like interfaces and boundaries. Here, we show how boundaries can generate and protect spiking when the reacting components can spread out: Even arbitrarily weak diffusion can cause spiking at the edge between two non-excitable media. This edge spiking arises due to a global bistability, which can occur even if amplification and suppression strengths do not allow spiking when mixed. We analytically derive a spiking phase diagram that depends on two parameters: i) the ratio between the system size and the characteristic diffusive length-scale and ii) the ratio between the amplification and suppression strengths. Our analysis explains recent experimental observations of action potentials at the interface between two non-excitable bioelectric tissues. Beyond electrophysiology, we highlight how edge spiking emerges in predator-prey dynamics and in oscillating chemical reactions. Our findings provide a theoretical blueprint for a class of interfacial excitations in reaction-diffusion systems, with potential implications for spatially controlled chemical reactions, nonlinear waveguides and neuromorphic computation, as well as spiking instabilities, such as cardiac arrhythmias, that naturally occur in heterogeneous biological media.

摘要

可激发介质涵盖生物电组织、化学振荡器、森林火灾和竞争种群等,是能够产生尖峰的非线性、空间扩展系统。对可激发介质的大多数研究考虑的是尖峰所需的放大和抑制力在空间的每个点共存的情况。在这种情况下,尖峰是由于局部双稳性产生的,这需要局部放大和抑制强度之间有一个微调的比率。但是,在自然和工程系统中,这些力可以在空间中分离,形成诸如界面和边界之类的结构。在这里,我们展示了当反应成分能够扩散时,边界如何产生和保护尖峰:即使是任意微弱的扩散也会在两种不可激发介质之间的边缘引发尖峰。这种边缘尖峰是由于全局双稳性产生的,即使放大和抑制强度混合时不允许产生尖峰,这种全局双稳性也可能发生。我们通过分析得出了一个尖峰相图,它取决于两个参数:i)系统大小与特征扩散长度尺度之间的比率,以及ii)放大和抑制强度之间的比率。我们的分析解释了最近在两种不可激发生物电组织之间的界面处观察到的动作电位。除了电生理学之外,我们还强调了边缘尖峰在捕食者 - 猎物动态和振荡化学反应中是如何出现的。我们的发现为反应扩散系统中的一类界面激发提供了理论蓝图,对空间控制的化学反应、非线性波导和神经形态计算以及在异质生物介质中自然发生的尖峰不稳定性(如心律失常)具有潜在影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9958/10801884/11ce1a474591/pnas.2307996120fig01.jpg

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