Qualitative control of periodic solutions in piecewise affine models of genetic networks

Etienne Farcot 1, 2 Jean-Luc Gouzé 3
1 VIRTUAL PLANTS - Modeling plant morphogenesis at different scales, from genes to phenotype
CRISAM - Inria Sophia Antipolis - Méditerranée , INRA - Institut National de la Recherche Agronomique, Centre de coopération internationale en recherche agronomique pour le développement [CIRAD] : UMR51
3 COMORE - Modeling and control of renewable resources
LOV - Laboratoire d'océanographie de Villefranche, CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : Piecewise affine (PWA) systems are often used to model gene regulatory networks. In this paper we elaborate on previous work about control problems for this class of models, using also some recent results guaranteeing the existence and uniqueness of limit cycles, based solely on a discrete abstraction of the system and its interaction structure. Our aim is to control the transition graph of the PWA system to obtain an oscillatory behaviour, which is indeed of primary functional importance in numerous biological networks; we show how it is possible to control the appearance or disappearance of a unique stable limit cycle by qualitative action on the degradation rates of the PWA system, both by static and dynamic feedback, i.e. the adequate coupling of a controlling subnetwork. This is illustrated on two classical gene network modules, having the structure of mixed feedback loops.
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Communication dans un congrès
Proc. IFAC Nonlinear Control Systems Symposium (NOLCOS 10), Bologna, Italy, Sep. 2010., 2010, Bologna, Italy. 2010, 〈10.3182/20100901-3-IT-2016.00145〉
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Etienne Farcot, Jean-Luc Gouzé. Qualitative control of periodic solutions in piecewise affine models of genetic networks. Proc. IFAC Nonlinear Control Systems Symposium (NOLCOS 10), Bologna, Italy, Sep. 2010., 2010, Bologna, Italy. 2010, 〈10.3182/20100901-3-IT-2016.00145〉. 〈hal-00831789〉

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