English

Tropical geometries and dynamics of biochemical networks. Application to hybrid cell cycle models

Molecular Networks 2011-09-21 v2 Algebraic Geometry

Abstract

We use the Litvinov-Maslov correspondence principle to reduce and hybridize networks of biochemical reactions. We apply this method to a cell cycle oscillator model. The reduced and hybridized model can be used as a hybrid model for the cell cycle. We also propose a practical recipe for detecting quasi-equilibrium QE reactions and quasi-steady state QSS species in biochemical models with rational rate functions and use this recipe for model reduction. Interestingly, the QE/QSS invariant manifold of the smooth model and the reduced dynamics along this manifold can be put into correspondence to the tropical variety of the hybridization and to sliding modes along this variety, respectively

Keywords

Cite

@article{arxiv.1109.4085,
  title  = {Tropical geometries and dynamics of biochemical networks. Application to hybrid cell cycle models},
  author = {Vincent Noel and Dima Grigoriev and Sergei Vakulenko and Ovidiu Radulescu},
  journal= {arXiv preprint arXiv:1109.4085},
  year   = {2011}
}

Comments

conference SASB 2011, to be published in Electronic Notes in Theoretical Computer Science