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Modeling and querying biomolecular interaction networks

  • Nathalie Chabrier-Rivier
  • , Marc Chiaverini
  • , Vincent Danos
  • , François Fages
  • , Vincent Schächter
  • INRIA Rocquencourt
  • Laboratoire de Probabilités et Modèles Aléatoires
  • Centre national de la recherche scientifique
  • Genoscope - Centre National de Séquençage

Research output: Contribution to journal › Conference article › peer-review

131 Citations (Scopus)

Abstract

We introduce a formalism to represent and analyze protein-protein and protein-DNA interaction networks. We illustrate the expressivity of this language, by proposing a formal counterpart of Kohn's compilation on the mammalian cell-cycle control. This effectively turns an otherwise static knowledge into a discrete transition system incorporating a qualitative description of the dynamics. We then propose to use the computation tree logic (CTL) as a query language for querying the possible behaviors of the system. We provide examples of biologically relevant queries expressed in CTL about the mammalian cell-cycle control and show the effectiveness of symbolic model checking tools to evaluate CTL queries in this context.

Original languageEnglish
Pages (from-to)25-44
Number of pages20
JournalTheoretical Computer Science
Volume325
Issue number1
DOIs
Publication statusPublished - 28 Sept 2004
Externally publishedYes
EventComputational Systems Biology - Rovereto, Italy
Duration: 24 Feb 2003 → 26 Feb 2003

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