Published January 12, 2024 | Version v1
Journal article Open

Spiking at the edge: Excitability at interfaces in reaction–diffusion systems

  • 1. University of Chicago
  • 2. Harvard University

Description

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.

Data availability

All data and code supporting this article are available in Zenodo (DOI: https://www.doi.org/10.5281/zenodo.10426295) (62).

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Additional details

Identifiers

DOI
10.1073/pnas.2307996120
Other
oai:uchicago.tind.io:10507

Funding

University of Chicago
Bloomenthal Fellowship
National Science Foundation
Graduate Research Fellowship
Simons Foundation
Army Research Office
W911NF-22-2-0109
Army Research Office
W911NF-23-1-0212
National Science Foundation
DMR-2011854
National Science Foundation
DMR-2118415
Center for Living Systems
2317138
Vannevar Bush
Faculty Fellowship
National Science Foundation
Quantum Sensing for Biophysics and Bioengineering Quantum Leap Challenge Institute
European Molecular Biology Organization
Fellowship

UChicago Information

Division(s)
Physical Sciences Division
Department(s)
Kadanoff Center for Theoretical Physics, Physics
Center(s) or Institute(s)
Institute for Biophysical Dynamics, James Franck Institute