Skip to Main content Skip to Navigation
Journal articles

Qualitative control of undesired oscillations in a genetic negative feedback loop with uncertain measurements

Lucie Chambon 1, 2, * Ismail Belgacem 3 Jean-Luc Gouzé 1, 2
* Corresponding author
2 BIOCORE - Biological control of artificial ecosystems
CRISAM - Inria Sophia Antipolis - Méditerranée , LOV - Laboratoire d'océanographie de Villefranche, INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement
Abstract : In the context of gene regulatory networks, a negative feedback loop is modeled by N-coupled ordinary differential equations. The resulting system is highly non-linear due to the use of smooth Hill functions. This classical dynamical system properly captures the two main biological behaviors arising from this type of recurrent network motif: homeostasis under global stability of the unique fixed point, and biochemical oscillations otherwise. When homeostatic conditions are disrupted, undesired sustained oscillations can appear. In this context, a biologically relevant control strategy is designed in order to suppress these undesirable oscillations. As biological measurement techniques do not provide a quantitative knowledge of the system, the control law is chosen piecewise constant and dependent on specific regions of the state space. Moreover, due to biological devices inaccuracies, the measurements are considered uncertain leading to regions in which the control law is undefined. Under appropriate conditions on the control inputs, successive repelling regions of the state space are determined in order to prove the global convergence of the system towards an adjustable zone around the fixed point. These results are illustrated with the well-known p53-Mdm2 genetic feedback loop.
Document type :
Journal articles
Complete list of metadata

Cited literature [44 references]  Display  Hide  Download

https://hal.inria.fr/hal-02418421
Contributor : Jean-Luc Gouzé <>
Submitted on : Wednesday, December 18, 2019 - 5:49:30 PM
Last modification on : Thursday, June 24, 2021 - 12:25:07 PM
Long-term archiving on: : Thursday, March 19, 2020 - 9:12:08 PM

File

autosam.pdf
Files produced by the author(s)

Identifiers

Citation

Lucie Chambon, Ismail Belgacem, Jean-Luc Gouzé. Qualitative control of undesired oscillations in a genetic negative feedback loop with uncertain measurements. Automatica, Elsevier, 2020, 112, pp.108642. ⟨10.1016/j.automatica.2019.108642⟩. ⟨hal-02418421⟩

Share

Metrics

Record views

215

Files downloads

884