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- Title
Oscillations and bistability in a model of ERK regulation.
- Authors
Obatake, Nida; Shiu, Anne; Tang, Xiaoxian; Torres, Angélica
- Abstract
This work concerns the question of how two important dynamical properties, oscillations and bistability, emerge in an important biological signaling network. Specifically, we consider a model for dual-site phosphorylation and dephosphorylation of extracellular signal-regulated kinase (ERK). We prove that oscillations persist even as the model is greatly simplified (reactions are made irreversible and intermediates are removed). Bistability, however, is much less robust—this property is lost when intermediates are removed or even when all reactions are made irreversible. Moreover, bistability is characterized by the presence of two reversible, catalytic reactions: as other reactions are made irreversible, bistability persists as long as one or both of the specified reactions is preserved. Finally, we investigate the maximum number of steady states, aided by a network's "mixed volume" (a concept from convex geometry). Taken together, our results shed light on the question of how oscillations and bistability emerge from a limiting network of the ERK network—namely, the fully processive dual-site network—which is known to be globally stable and therefore lack both oscillations and bistability. Our proofs are enabled by a Hopf bifurcation criterion due to Yang, analyses of Newton polytopes arising from Hurwitz determinants, and recent characterizations of multistationarity for networks having a steady-state parametrization.
- Subjects
OSCILLATIONS; HOPF bifurcations; CONVEX geometry; BIOLOGICAL networks; NEWTON-Raphson method; DEPHOSPHORYLATION
- Publication
Journal of Mathematical Biology, 2019, Vol 79, Issue 4, p1515
- ISSN
0303-6812
- Publication type
Article
- DOI
10.1007/s00285-019-01402-y