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Published on: February 9, 2022
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Emergence of Oscillations in a Mixed-Mechanism Phosphorylation System
Carsten Conradi1, Maya Mincheva2, Anne Shiu3
1HTW Berlin, Berlin, Germany.
Bulletin of Mathematical Biology
|March 6, 2019
Summary
This study reveals that simple dual-site phosphorylation networks can generate oscillations. Specific rate constants in the dephosphorylation mechanism are key to enabling these dynamic behaviors via Hopf bifurcations.
Area of Science:
- Biochemistry
- Systems Biology
- Chemical Kinetics
Background:
- Cellular signaling networks are crucial for biological processes.
- Oscillations in signaling pathways are fundamental to cellular functions.
- The dual-site phosphorylation network (futile cycle) is a simple model for studying oscillations.
Purpose of the Study:
- To extend the analysis of oscillations in dual-site phosphorylation networks.
- To identify conditions enabling oscillations in these networks.
- To characterize the bifurcation mechanisms underlying oscillatory behavior.
Main Methods:
- Analysis of the three-dimensional state space of total amounts.
- Application of the Routh-Hurwitz criterion.
- Utilizing a Hopf bifurcation criterion and monomial parametrization of steady states.
- Computational simulations to validate theoretical findings.
Main Results:
- The stability boundary between stable and unstable steady states is a surface defined by a vanishing Hurwitz determinant.
- This stability boundary generically corresponds to simple Hopf bifurcations.
- Oscillations are prevalent when the steady state is unstable.
- Specific inequalities involving catalytic and association constants of the distributive dephosphorylation mechanism enable Hopf bifurcations.
Conclusions:
- The dual-site phosphorylation network can exhibit robust oscillations.
- Hopf bifurcations are the primary mechanism for oscillation emergence in this system.
- The kinetics of the distributive dephosphorylation step critically determine the system's propensity for oscillation.
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