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Reliable dynamics in Boolean and continuous networks

Ackermann, Eva ; Peixoto, Tiago P. ; Drossel, Barbara (2012)
Reliable dynamics in Boolean and continuous networks.
In: New Journal of Physics, 14 (12)
doi: 10.1088/1367-2630/14/12/123029
Artikel, Bibliographie

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Kurzbeschreibung (Abstract)

We investigate the dynamical behavior of a model of robust gene regulatory networks which possess 'entirely reliable' trajectories. In a Boolean representation, these trajectories are characterized by being insensitive to the order in which the nodes are updated, i.e. they always go through the same sequence of states. The Boolean model for gene activity is compared with a continuous description in terms of differential equations for the concentrations of mRNA and proteins. We found that entirely reliable Boolean trajectories can be reproduced perfectly in the continuous model when realistic Hill coefficients are used. We investigate to what extent this high correspondence between Boolean and continuous trajectories depends on the extent of reliability of the Boolean trajectories, and we identify simple criteria that enable the faithful reproduction of the Boolean dynamics in the continuous description.

Typ des Eintrags: Artikel
Erschienen: 2012
Autor(en): Ackermann, Eva ; Peixoto, Tiago P. ; Drossel, Barbara
Art des Eintrags: Bibliographie
Titel: Reliable dynamics in Boolean and continuous networks
Sprache: Englisch
Publikationsjahr: 19 Dezember 2012
Verlag: IOP Publishing
Titel der Zeitschrift, Zeitung oder Schriftenreihe: New Journal of Physics
Jahrgang/Volume einer Zeitschrift: 14
(Heft-)Nummer: 12
Kollation: 17 Seiten
DOI: 10.1088/1367-2630/14/12/123029
URL / URN: http://iopscience.iop.org/1367-2630/14/12/123029/
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Kurzbeschreibung (Abstract):

We investigate the dynamical behavior of a model of robust gene regulatory networks which possess 'entirely reliable' trajectories. In a Boolean representation, these trajectories are characterized by being insensitive to the order in which the nodes are updated, i.e. they always go through the same sequence of states. The Boolean model for gene activity is compared with a continuous description in terms of differential equations for the concentrations of mRNA and proteins. We found that entirely reliable Boolean trajectories can be reproduced perfectly in the continuous model when realistic Hill coefficients are used. We investigate to what extent this high correspondence between Boolean and continuous trajectories depends on the extent of reliability of the Boolean trajectories, and we identify simple criteria that enable the faithful reproduction of the Boolean dynamics in the continuous description.

Zusätzliche Informationen:

Art.No.: 123029; Erstveröffentlichung

Fachbereich(e)/-gebiet(e): 05 Fachbereich Physik
05 Fachbereich Physik > Institut für Festkörperphysik (2021 umbenannt in Institut für Physik Kondensierter Materie (IPKM))
05 Fachbereich Physik > Institut für Festkörperphysik (2021 umbenannt in Institut für Physik Kondensierter Materie (IPKM)) > Statistische Physik und komplexe Systeme
05 Fachbereich Physik > Institut für Physik Kondensierter Materie (IPKM)
Hinterlegungsdatum: 17 Jan 2013 12:31
Letzte Änderung: 08 Dez 2023 13:27
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