Literature DB >> 20422192

Control design for sustained oscillation in a two-gene regulatory network.

Roderick Edwards1, Sehjeong Kim, P van den Driessche.   

Abstract

Control strategies for gene regulatory networks have begun to be explored, both experimentally and theoretically, with implications for control of disease as well as for synthetic biology. Recent work has focussed on controls designed to achieve desired stationary states. Another useful objective, however, is the initiation of sustained oscillations in systems where oscillations are normally damped, or even not present. Alternatively, it may be desired to suppress (by damping) oscillations that naturally occur in an uncontrolled network. Here we address these questions in the context of piecewise-affine models of gene regulatory networks with affine controls that match the qualitative nature of the model. In the case of two genes with a single relevant protein concentration threshold per gene, we find that control of production terms (constant control) is effective in generating or suppressing sustained oscillations, while control of decay terms (linear control) is not effective. We derive an easily calculated condition to determine an effective constant control. As an example, we apply our analysis to a model of the carbon response network in Escherichia coli, reduced to the two genes that are essential in understanding its behavior.

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Year:  2010        PMID: 20422192     DOI: 10.1007/s00285-010-0343-y

Source DB:  PubMed          Journal:  J Math Biol        ISSN: 0303-6812            Impact factor:   2.259


  13 in total

1.  A synthetic oscillatory network of transcriptional regulators.

Authors:  M B Elowitz; S Leibler
Journal:  Nature       Date:  2000-01-20       Impact factor: 49.962

Review 2.  DNA gyrase as a drug target.

Authors:  A Maxwell
Journal:  Biochem Soc Trans       Date:  1999-02       Impact factor: 5.407

3.  Symbolic dynamics and computation in model gene networks.

Authors:  R. Edwards; H. T. Siegelmann; K. Aziza; L. Glass
Journal:  Chaos       Date:  2001-03       Impact factor: 3.642

4.  Programmable cells: interfacing natural and engineered gene networks.

Authors:  Hideki Kobayashi; Mads Kaern; Michihiro Araki; Kristy Chung; Timothy S Gardner; Charles R Cantor; James J Collins
Journal:  Proc Natl Acad Sci U S A       Date:  2004-05-24       Impact factor: 11.205

5.  Piecewise-linear models of genetic regulatory networks: equilibria and their stability.

Authors:  Richard Casey; Hidde de Jong; Jean-Luc Gouzé
Journal:  J Math Biol       Date:  2005-09-29       Impact factor: 2.259

6.  Qualitative simulation of the carbon starvation response in Escherichia coli.

Authors:  Delphine Ropers; Hidde de Jong; Michel Page; Dominique Schneider; Johannes Geiselmann
Journal:  Biosystems       Date:  2005-12-01       Impact factor: 1.973

Review 7.  RNA synthetic biology.

Authors:  Farren J Isaacs; Daniel J Dwyer; James J Collins
Journal:  Nat Biotechnol       Date:  2006-05       Impact factor: 54.908

8.  Designer gene networks: Towards fundamental cellular control.

Authors:  Jeff Hasty; Farren Isaacs; Milos Dolnik; David McMillen; J. J. Collins
Journal:  Chaos       Date:  2001-03       Impact factor: 3.642

9.  Geometric properties of a class of piecewise affine biological network models.

Authors:  Etienne Farcot
Journal:  J Math Biol       Date:  2005-12-28       Impact factor: 2.164

10.  Dynamical principles of two-component genetic oscillators.

Authors:  Raúl Guantes; Juan F Poyatos
Journal:  PLoS Comput Biol       Date:  2006-03-31       Impact factor: 4.475

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  2 in total

1.  Links between topology of the transition graph and limit cycles in a two-dimensional piecewise affine biological model.

Authors:  Wassim Abou-Jaoudé; Madalena Chaves; Jean-Luc Gouzé
Journal:  J Math Biol       Date:  2013-11-20       Impact factor: 2.259

Review 2.  Qualitative Modeling, Analysis and Control of Synthetic Regulatory Circuits.

Authors:  Madalena Chaves; Hidde de Jong
Journal:  Methods Mol Biol       Date:  2021
  2 in total

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