Turing Instabilities are Not Enough to Ensure Pattern Formation

Andrew L. Krause, Eamonn A. Gaffney, Thomas Jun Jewell, Václav Klika, Benjamin J. Walker

Research output: Contribution to journalArticlepeer-review

Abstract

Symmetry-breaking instabilities play an important role in understanding the mechanisms underlying the diversity of patterns observed in nature, such as in Turing’s reaction–diffusion theory, which connects cellular signalling and transport with the development of growth and form. Extensive literature focuses on the linear stability analysis of homogeneous equilibria in these systems, culminating in a set of conditions for transport-driven instabilities that are commonly presumed to initiate self-organisation. We demonstrate that a selection of simple, canonical transport models with only mild multistable non-linearities can satisfy the Turing instability conditions while also robustly exhibiting only transient patterns. Hence, a Turing-like instability is insufficient for the existence of a patterned state. While it is known that linear theory can fail to predict the formation of patterns, we demonstrate that such failures can appear robustly in systems with multiple stable homogeneous equilibria. Given that biological systems such as gene regulatory networks and spatially distributed ecosystems often exhibit a high degree of multistability and nonlinearity, this raises important questions of how to analyse prospective mechanisms for self-organisation.

Original languageEnglish
Article number21
JournalBulletin of Mathematical Biology
Volume86
Issue number2
DOIs
Publication statusPublished - 22 Jan 2024

Data Availability Statement

There is no data presented in this paper. All code associated with the project can be found on GitHub (Krause et al. 2023). Interactive versions of the local models can be found at the website https://visualpde.com/mathematical-biology/Turing-conditions-are-not-enough.

Funding

BJW is supported by the Royal Commission for the Exhibition of 1851.

FundersFunder number
Royal Commission for the Exhibition of 1851

Keywords

  • Multistability
  • Pattern formation
  • Turing instabilities

ASJC Scopus subject areas

  • General Neuroscience
  • Immunology
  • General Mathematics
  • General Biochemistry,Genetics and Molecular Biology
  • General Environmental Science
  • Pharmacology
  • General Agricultural and Biological Sciences
  • Computational Theory and Mathematics

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