Published January 12, 2024
| Version v1
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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