Dynamics and bifurcations in genetic circuits with fibration symmetries

Circuit building blocks of gene regulatory networks (GRN) have been identified through the fibration symmetries of the underlying biological graph. Here, we analyse analytically six of these circuits that occur as functional and synchronous building blocks in these networks. Of these, the lock-on, toggle switch, Smolen oscillator, feed-forward fibre and Fibonacci fibre circuits occur in living organisms, notably <i>Escherichia coli</i>; the sixth, the repressilator, is a synthetic GRN. We consider synchronous steady states determined by a fibration symmetry (or balanced colouring) and determine analytic conditions for local bifurcation from such states, which can in principle be either steady-state or Hopf bifurcations. We identify conditions that characterize the first bifurcation, the only one that can be stable near the bifurcation point. We model the state of each gene in terms of two variables: mRNA and protein concentration. We consider all possible 'admissible' models-those compatible with the network structure-and then specialize these general results to simple models based on Hill functions and linear degradation. The results systematically classify using graph symmetries the complexity and dynamics of these circuits, which are relevant to understand the functionality of natural and synthetic cells.

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Publication Details

Journal
Journal of The Royal Society Interface
Published
2024-08-01
DOI
https://doi.org/10.1098/rsif.2024.0386
Citations
7
Primary Topic
Gene Regulatory Network Analysis
Type
article
Field-Weighted Citation Impact
1.64

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article

Dynamics and bifurcations in genetic circuits with fibration symmetries

Saulo D. S. Reis, Hernán A. Makse, Ian Stewart
7 citations
Journal of The Royal Society Interface
Gene Regulatory Network Analysis
1.64
article

Dynamics and bifurcations in genetic circuits with fibration symmetries

Saulo D. S. Reis, Hernán A. Makse, Ian Stewart
article en
7 citations

Abstract

Circuit building blocks of gene regulatory networks (GRN) have been identified through the fibration symmetries of the underlying biological graph. Here, we analyse analytically six of these circuits that occur as functional and synchronous building blocks in these networks. Of these, the lock-on, toggle switch, Smolen oscillator, feed-forward fibre and Fibonacci fibre circuits occur in living organisms, notably <i>Escherichia coli</i>; the sixth, the repressilator, is a synthetic GRN. We consider synchronous steady states determined by a fibration symmetry (or balanced colouring) and determine analytic conditions for local bifurcation from such states, which can in principle be either steady-state or Hopf bifurcations. We identify conditions that characterize the first bifurcation, the only one that can be stable near the bifurcation point. We model the state of each gene in terms of two variables: mRNA and protein concentration. We consider all possible 'admissible' models-those compatible with the network structure-and then specialize these general results to simple models based on Hill functions and linear degradation. The results systematically classify using graph symmetries the complexity and dynamics of these circuits, which are relevant to understand the functionality of natural and synthetic cells.

Journal of The Royal Society InterfaceVol. 21(217)
City College of New York (US), Universidade Federal do Ceará (BR), University of Warwick (GB)
National Institutes of Health, National Institute of Mental Health, National Institute of Biomedical Imaging and Bioengineering
Life in Land
Openalex Percentile: Top 16%
Gene Regulatory Network Analysis
1.64
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Dynamics and bifurcations in genetic circuits with fibration symmetries — Saulo D. S. Reis, Hernán A. Makse, et al. · Journal of The Royal Society Interface (2024) | TGRS Research Map | TGRS