Abstract
Discrete mathematical formalisms are well adapted to model large biological networks, for which detailed kinetic data are scarce. This chapter introduces the reader to a well-established qualitative (logical) framework for the modelling of regulatory networks. Relying on GINsim, a software implementing this logical formalism, we guide the reader step by step towards the definition and the analysis of a simple model of the lysis–lysogeny decision in the bacteriophage λ.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Thieffry D, Thomas R. (1995) Dynamical behaviour of biological regulatory networks, II. Immunity control in bacteriophage lambda. Bull Math Biol, 57(2):277–297.
Filopon D, Mérieau A, Bernot G, Comet JP, LeBerre R, Guery B, Polack B, Guespin-Michel J. (2006) Epigenetic acquisition of inducibility of type III cytotoxicity in aeruginosa. BMC Bioinformatics 2006, 7:272.
Simão E, Remy E, Thieffry D, Chaouiya C. (2005) Qualitative modelling of regulated metabolic pathways: application to the tryptophan biosynthesis in E. coli. Bioinformatics, 21(Suppl 2):190–196.
Chaves M, Albert R, Sontag ED. (2005) Robustness and fragility of Boolean models for genetic regulatory networks. J Theor Biol, 235(3):431–449.
Sánchez L, Chaouiya C, Thieffry D. (2008) Segmenting the fly embryo: a logical analysis of the segment polarity cross-regulatory module. Int J Dev Biol, 52(8):1059–1075.
González A, Chaouiya C, Thieffry D. (2008) Logical modelling of the role of the Hh pathway in the patterning of the Drosophila wing disc. Bioinformatics, 24:i234–i240.
Fauré A, Naldi A, Lopez F, Chaouiya C, Ciliberto A, Thieffry D. (2009) Modular logical modelling of the budding yeast cell cycle. Mol Biosyst, 5:1787–1796.
Irons DJ. (2009) Logical analysis of the budding yeast cell cycle. J Theor Biol, 257(4): 543–559.
Mendoza L. (2006) A network model for the control of the differentiation process in Th cells. Biosystems, 84(2):101–114.
Ptashne M. (2004) A Genetic Switch: Phage Lambda Revisited. 3rd ed. Cold Spring Harbor Laboratory Press, Cold Spring Harbor.
Ackers GK, Johnson AD, Shea MA. (1982) Quantitative model for gene regulation by lambda phage repressor. Proc Natl Acad Sci U S A, 79(4):1129–1133.
Arkin A, Ross J, McAdams HH. (1998) Stochastic kinetic analysis of a developmental pathway bifurcation in phage lambda-infected Escherichia coli cells. Genetics, 149:1633–1648.
Matsuno H, Doi A, Nagasaki M, Miyano S. (2000) Hybrid Petri net representation of gene regulatory network. In Pac Symp Biocomput 2000:341–352.
Naldi A, Berenguier D, Fauré A, Lopez F, Thieffry D, Chaouiya C. (2009) Logical modelling of regulatory networks with GINsim 2.3. Biosystems, 97(2):134–139.
Naldi A, Thieffry D, Chaouiya C. (2007) Decision diagrams for the representation of logical models of regulatory networks. Lect Notes Comput Sci, 4695:233–247.
Naldi A, Remy E, Thieffry D, Chaouiya C. (2009) A reduction of logical regulatory graphs preserving essential dynamical properties. Lect Notes Comput Sci, 5688:266–280.
Hartwell L, Hopfield J, Leibler S, Murray A. (1999) From molecular to modular cell biology. Nature, 402:C47–C52.
Mirschel S, Steinmetz K, Rempel M, Ginkel M, Gilles ED. (2009) ProMoT: modular modeling for systems biology. Bioinformatics, 25(5):687–689.
Fauré A, Naldi A, Chaouiya C, Thieffry D. (2006) Dynamical analysis of a generic Boolean model for the control of the mammalian cell cycle. Bioinformatics, 22(14):124–131.
Thieffry D. (2007) Dynamical roles of biological regulatory circuits. Brief Bioinformatics, 8(4):220–225.
Remy E, Ruet P. (2008) From minimal signed circuits to the dynamics of Boolean regulatory networks. Bioinformatics, 24(16):i220–i226.
Acknowledgments
A.N. has been supported by a PhD grant from the French Ministry of Research and Technology. This project was further supported by research grants from the EU FP6 (DIAMONDS STREP) and FP7 (APOSYS large scale project) programs, and by the Belgian Science Policy Office (IAP BioMaGNet).
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer Science+Business Media, LLC
About this protocol
Cite this protocol
Chaouiya, C., Naldi, A., Thieffry, D. (2012). Logical Modelling of Gene Regulatory Networks with GINsim. In: van Helden, J., Toussaint, A., Thieffry, D. (eds) Bacterial Molecular Networks. Methods in Molecular Biology, vol 804. Springer, New York, NY. https://doi.org/10.1007/978-1-61779-361-5_23
Download citation
DOI: https://doi.org/10.1007/978-1-61779-361-5_23
Published:
Publisher Name: Springer, New York, NY
Print ISBN: 978-1-61779-360-8
Online ISBN: 978-1-61779-361-5
eBook Packages: Springer Protocols