Literature DB >> 26109633

An analytical approach to bistable biological circuit discrimination using real algebraic geometry.

Dan Siegal-Gaskins, Elisa Franco, Tiffany Zhou, Richard M Murray.   

Abstract

Biomolecular circuits with two distinct and stable steady states have been identified as essential components in a wide range of biological networks, with a variety of mechanisms and topologies giving rise to their important bistable property. Understanding the differences between circuit implementations is an important question, particularly for the synthetic biologist faced with determining which bistable circuit design out of many is best for their specific application. In this work we explore the applicability of Sturm's theorem--a tool from nineteenth-century real algebraic geometry--to comparing 'functionally equivalent' bistable circuits without the need for numerical simulation. We first consider two genetic toggle variants and two different positive feedback circuits, and show how specific topological properties present in each type of circuit can serve to increase the size of the regions of parameter space in which they function as switches. We then demonstrate that a single competitive monomeric activator added to a purely monomeric (and otherwise monostable) mutual repressor circuit is sufficient for bistability. Finally, we compare our approach with the Routh-Hurwitz method and derive consistent, yet more powerful, parametric conditions. The predictive power and ease of use of Sturm's theorem demonstrated in this work suggest that algebraic geometric techniques may be underused in biomolecular circuit analysis.

Mesh:

Year:  2015        PMID: 26109633      PMCID: PMC4528596          DOI: 10.1098/rsif.2015.0288

Source DB:  PubMed          Journal:  J R Soc Interface        ISSN: 1742-5662            Impact factor:   4.118


  28 in total

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10.  The capacity for multistability in small gene regulatory networks.

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  5 in total

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3.  Numerical algebraic geometry for model selection and its application to the life sciences.

Authors:  Elizabeth Gross; Brent Davis; Kenneth L Ho; Daniel J Bates; Heather A Harrington
Journal:  J R Soc Interface       Date:  2016-10       Impact factor: 4.118

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Journal:  PLoS Comput Biol       Date:  2017-10-03       Impact factor: 4.475

5.  Stability and Robustness of Unbalanced Genetic Toggle Switches in the Presence of Scarce Resources.

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Journal:  Life (Basel)       Date:  2021-03-24
  5 in total

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