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Operon dynamics with state dependent transcription and/or translation delays
Tomáš Gedeon1, Antony R Humphries2, Michael C Mackey3
1Department of Mathematics, Montana State University, Bozeman, MT, 59717, USA.
This study explores gene regulation models with state-dependent delays, revealing distinct dynamics for inducible and repressible operons. These findings highlight how delays impact gene expression, affecting cellular information processing.
Area of Science:
- Molecular Biology
- Biophysics
- Dynamical Systems Theory
Background:
- Gene transcription and translation are fundamental cellular processes that operationalize genetic information.
- These biological processes are time-consuming and involve significant delays, which can influence cellular behavior.
- Goodwin models are commonly used to study gene regulatory networks, but often simplify delay mechanisms.
Purpose of the Study:
- To investigate the impact of state-dependent delays on the dynamics of inducible and repressible operons using Goodwin models.
- To provide a rigorous mathematical framework and detailed numerical analysis for these complex systems.
- To compare the behavior of operons with state-dependent delays against those with constant delays.
Main Methods:
- Derivation and justification of Goodwin models incorporating state-dependent delays.
- Analysis of the dynamical system's behavior within an appropriate mathematical setting.
- Extensive numerical simulations and parameter space exploration.
- Application of steady-state linearization and bifurcation theory.
Main Results:
- State-dependent delays introduce significant differences in operon dynamics compared to constant delay models.
- Inducible operon models exhibit stable periodic orbits.
- Repressible operon models demonstrate multistability and suggest the potential presence of Shilnikov-type homoclinic bifurcations.
Conclusions:
- State-dependent delays are crucial for accurately modeling gene regulatory network dynamics.
- The inclusion of realistic delay mechanisms can lead to novel phenomena like stable oscillations and multistability in gene expression.
- Further investigation into Shilnikov-type bifurcations in repressible operons is warranted.
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