Literature DB >> 21954291

Bistability in biochemical signaling models.

Eric A Sobie1.   

Abstract

This Teaching Resource provides lecture notes, slides, and a student assignment for a two-part lecture on the principles underlying bistability in biochemical signaling networks, which are illustrated with examples from the literature. The lectures cover analog, or graded, versus digital, all-or-none, responses in cells, with examples from different types of biological processes requiring each. Rate-balance plots are introduced as a method for determining whether generic one-variable systems exhibit one or several stable steady states. Bifurcation diagrams are presented as a more general method for detecting the presence of bistability in biochemical signaling networks. The examples include an artificial toggle switch, the lac operon in bacteria, and the mitogen-activated protein kinase cascade in both Xenopus oocytes and mammalian cells. The second part of the lecture links the concepts of bistability more closely to the mathematical tools provided by dynamical systems analysis. The examples from the first part of the lecture are analyzed with phase-plane techniques and bifurcation analysis, using the scientific programming language MATLAB. Using these programs as a template, the assignment requires the students to implement a model from the literature and analyze the stability of this model's steady states.

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Year:  2011        PMID: 21954291      PMCID: PMC4118931          DOI: 10.1126/scisignal.2001964

Source DB:  PubMed          Journal:  Sci Signal        ISSN: 1945-0877            Impact factor:   8.192


  11 in total

1.  Construction of a genetic toggle switch in Escherichia coli.

Authors:  T S Gardner; C R Cantor; J J Collins
Journal:  Nature       Date:  2000-01-20       Impact factor: 49.962

Review 2.  Self-perpetuating states in signal transduction: positive feedback, double-negative feedback and bistability.

Authors:  James E Ferrell
Journal:  Curr Opin Cell Biol       Date:  2002-04       Impact factor: 8.382

3.  A positive-feedback-based bistable 'memory module' that governs a cell fate decision.

Authors:  Wen Xiong; James E Ferrell
Journal:  Nature       Date:  2003-11-27       Impact factor: 49.962

4.  MAP kinase phosphatase as a locus of flexibility in a mitogen-activated protein kinase signaling network.

Authors:  Upinder S Bhalla; Prahlad T Ram; Ravi Iyengar
Journal:  Science       Date:  2002-08-09       Impact factor: 47.728

5.  Bistability in cell signaling: How to make continuous processes discontinuous, and reversible processes irreversible.

Authors:  James E. Ferrell; Wen Xiong
Journal:  Chaos       Date:  2001-03       Impact factor: 3.642

6.  Multistability in the lactose utilization network of Escherichia coli.

Authors:  Ertugrul M Ozbudak; Mukund Thattai; Han N Lim; Boris I Shraiman; Alexander Van Oudenaarden
Journal:  Nature       Date:  2004-02-19       Impact factor: 49.962

7.  ENZYME INDUCTION AS AN ALL-OR-NONE PHENOMENON.

Authors:  A Novick; M Weiner
Journal:  Proc Natl Acad Sci U S A       Date:  1957-07-15       Impact factor: 11.205

Review 8.  Phenotypic variation in bacteria: the role of feedback regulation.

Authors:  Wiep Klaas Smits; Oscar P Kuipers; Jan-Willem Veening
Journal:  Nat Rev Microbiol       Date:  2006-04       Impact factor: 60.633

9.  Emergent properties of networks of biological signaling pathways.

Authors:  U S Bhalla; R Iyengar
Journal:  Science       Date:  1999-01-15       Impact factor: 47.728

10.  The biochemical basis of an all-or-none cell fate switch in Xenopus oocytes.

Authors:  J E Ferrell; E M Machleder
Journal:  Science       Date:  1998-05-08       Impact factor: 47.728

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  4 in total

Review 1.  Bistable switches as integrators and actuators during cell cycle progression.

Authors:  Wayne Stallaert; Katarzyna M Kedziora; Hui Xiao Chao; Jeremy E Purvis
Journal:  FEBS Lett       Date:  2019-10-16       Impact factor: 4.124

2.  Quantifying periodicity in omics data.

Authors:  Cornelia Amariei; Masaru Tomita; Douglas B Murray
Journal:  Front Cell Dev Biol       Date:  2014-08-19

3.  Computational analysis reveals the coupling between bistability and the sign of a feedback loop in a TGF-β1 activation model.

Authors:  Huipeng Li; Lakshmi Venkatraman; Balakrishnan Chakrapani Narmada; Jacob K White; Hanry Yu; Lisa Tucker-Kellogg
Journal:  BMC Syst Biol       Date:  2017-12-21

4.  A biochemical network modeling of a whole-cell.

Authors:  Paulo E P Burke; Claudia B de L Campos; Luciano da F Costa; Marcos G Quiles
Journal:  Sci Rep       Date:  2020-08-06       Impact factor: 4.379

  4 in total

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