Skip to main content

Boolean Dynamics of Compound Regulatory circuits

  • Chapter
  • First Online:
Dynamics of Mathematical Models in Biology

Abstract

In biological regulatory networks represented in terms of signed, directed graphs, topological motifs such as circuits are known to play key dynamical roles. After reviewing established results on the roles of simple motifs, we present novel results on the dynamical impact of the addition of a short-cut in a regulatory circuit. More precisely, based on a Boolean formalisation of regulatory graphs, we provide complete descriptions of the discrete dynamics of particular motifs, under the synchronous and asynchronous updating schemes. These motifs are made of a circuit of arbitrary length, combining positive and negative interactions in any sequence, and are including a short-cut, and hence a smaller embedded circuit.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    Classical terms of graph theory can be found in [3]. Moreover, we use here the following terminology:

    Isolated (elementary) circuit::

    a connected directed graph with every vertex of in-degree and out-degree equal to 1;

    Circuit: :

    a subgraph of a regulatory graph amounting to an isolated circuit;

    Flower-graph::

    group of circuits sharing one single vertex;

    Chorded circuit::

    circuit with a chord, possibly a self-loop;

    Cycle::

    a subgraph of a state transition graph amounting to an isolated circuit.

References

  1. Alon, U.: Network motifs: theory and experimental approaches. Nat. Rev. Genet. 8 (6), 450–461 (2007)

    Article  Google Scholar 

  2. Aracena, J., Demongeot, J., Goles, E.: Positive and negative circuits in discrete neural networks. IEEE Trans. Neural Netw. 15 (1), 77–83 (2004)

    Article  MATH  Google Scholar 

  3. Bang-Jensen, J., Gutin, G.: Digraphs, Theory, Algorithms, Applications. Springer, Berlin (2008)

    MATH  Google Scholar 

  4. Bérenguier, D., Chaouiya, C., Monteiro, P.T., Naldi, A., Remy, E., Thieffry, D., Tichit, L.: Dynamical modeling and analysis of large cellular regulatory networks. Chaos (Woodbury N.Y.) 23 (2), 025114 (2013)

    Google Scholar 

  5. Chaouiya, C., Remy, E., Mossé, B., Thieffry, D.: Qualitative analysis of regulatory graphs: a computational tool based on a discrete formal framework. In: Lecture Notes in Control and Information Science, vol. 294, pp. 119–26. Springer, Berlin (2003)

    Google Scholar 

  6. Comet, J.-P., Noual, M., Richard, A., Aracena, J., Calzone, L., Demongeot, J., Kaufman, M., Naldi, A., Snoussi, E.H., Thieffry, D.: On circuit functionality in boolean networks. Bull. Math. Biol. 75 (6), 906–919 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  7. Didier, G., Remy, E.: Relations between gene regulatory networks and cell dynamics in Boolean models. Discret. Appl. Math. 160 (15), 2147–2157 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  8. Garg, A., Dicara, A., Xenarios, I., Mendoza, L., De Micheli, G.: Synchronous vs. Asynchronous Modeling of Gene Regulatory Networks, Bioinformatics (Oxford, England) 24 (17), 1917–1925

    Google Scholar 

  9. Khalil, A.S., Collins, J.J.: Synthetic biology: applications come of age. Nat. Rev. Genet. 11 (5), 367–379 (2010)

    Article  Google Scholar 

  10. Naldi, A., Thieffry, D., Chaouiya, C.: Decision diagrams for the representation and analysis of logical models of genetic networks. In: Computational Methods in Systems Biology. Lecture Notes in Computer Science, vol. 4695, pp. 233–47. Springer, Berlin (2007)

    Google Scholar 

  11. Naldi, A., Remy, E., Thieffry, D., Chaouiya, C.: Dynamically consistent reduction of logical regulatory graphs. Theor. Comput. Sci. 412 (21), 2207–2218 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  12. Purcell, O., Savery, N.J., Grierson, Claire, S., di Bernardo, M.: A comparative analysis of synthetic genetic oscillators. J. R. Soc. Interface/R. Soc. 7 (52), 1503–1524 (2010)

    Google Scholar 

  13. Remy, E., Mossé, B., Chaouiya, C., Thieffry, D.: A description of dynamical graphs associated to elementary regulatory circuits. Bioinformatics (Oxford, England) 19 (Suppl. 2), 172–178 (2003)

    Google Scholar 

  14. Remy, E., Ruet, P., Thieffry, D.: Graphic requirements for multistability and attractive cycles in a Boolean dynamical framework. Adv. Appl. Math. 41 (3), 335–350 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  15. Richard, A.: Positive circuits and maximal number of fixed points in discrete dynamical systems. Appl. Math. 157 (15), 3281–3288 (2009)

    MathSciNet  MATH  Google Scholar 

  16. Richard, A., Comet, J.-P.: Necessary conditions for multistationarity in discrete dynamical systems. Discret. Appl. Math. 155 (18), 2403–2413 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  17. Soulé, C.: Graphic requirements for multistationarity. Complexus 1, 123–133 (2003)

    Article  Google Scholar 

  18. Thomas, R.: On the relation between the logical structure of systems and their ability to generate multiple steady states or sustained oscillations. In: Numerical Methods in the Study of Critical Phenomena. Springer Series in Synergetics 9, 180–193 (1981)

    MathSciNet  MATH  Google Scholar 

  19. Thomas, R., D’Ari, R.: Biological Feedback. CRC Press, Boca Raton (1990)

    MATH  Google Scholar 

  20. Weber, W., Fussenegger, M.: Synthetic gene networks in mammalian cells. Curr. Opin. Biotechnol. 21 (5), 690–696 (2010)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elisabeth Remy .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Remy, E., Mossé, B., Thieffry, D. (2016). Boolean Dynamics of Compound Regulatory circuits. In: Rogato, A., Zazzu, V., Guarracino, M. (eds) Dynamics of Mathematical Models in Biology . Springer, Cham. https://doi.org/10.1007/978-3-319-45723-9_4

Download citation

Publish with us

Policies and ethics