Caveats in modeling a common motif in genetic circuits

Darka Labavić, Hannes Nagel, Wolfhard Janke, and Hildegard Meyer-Ortmanns
Phys. Rev. E 87, 062706 – Published 17 June 2013
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Abstract

From a coarse-grained perspective, the motif of a self-activating species, activating a second species that acts as its own repressor, is widely found in biological systems, in particular in genetic systems with inherent oscillatory behavior. Here we consider a specific realization of this motif as a genetic circuit, termed the bistable frustrated unit, in which genes are described as directly producing proteins. Upon an improved resolution in time, we focus on the effect that inherent time scales on the underlying scale can have on the bifurcation patterns on a coarser scale. Time scales are set by the binding and unbinding rates of the transcription factors to the promoter regions of the genes. Depending on the ratio of these rates to the decay times of both proteins, the appropriate averaging procedure for obtaining a coarse-grained description changes and leads to sets of deterministic equations, which considerably differ in their bifurcation structure. In particular, the desired intermediate range of regular limit cycles fades away when the binding rates of genes are not fast as compared to the decay time of the proteins. Our analysis illustrates that the common topology of the widely found motif alone does not imply universal features in the dynamics.

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  • Received 27 October 2012

DOI:https://doi.org/10.1103/PhysRevE.87.062706

©2013 American Physical Society

Authors & Affiliations

Darka Labavić1, Hannes Nagel2, Wolfhard Janke2, and Hildegard Meyer-Ortmanns1,*

  • 1School of Engineering and Science, Jacobs University Bremen, P.O. Box 750561, 28725 Bremen, Germany
  • 2Institut für Theoretische Physik, Universität Leipzig, Postfach 100 920, 04009 Leipzig, Germany

  • *h.ortmanns@jacobs-university.de

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Issue

Vol. 87, Iss. 6 — June 2013

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