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inria-00528364, version 1

Rule-Based Modelling and Model Perturbation

Vincent Danos 1, Jérôme Feret () 2, Walter Fontana 3, Russ Harmer 4, Jean Krivine 35

Transactions on Computational Systems Biology 5750 (2009) 116-137

Résumé : Rule-based modelling has already proved to be successful for taming the combinatorial complexity, typical of cellular signalling networks, caused by the combination of physical protein-protein interactions and modifications that generate astronomical numbers of distinct molecular species. However, traditional rule-based approaches, based on an unstructured space of agents and rules, remain susceptible to other combinatorial explosions caused by mutated and/or splice variant agents, that share most but not all of their rules with their wild-type counterparts; and by drugs, which must be clearly distinguished from physiological ligands. In this paper, we define a syntactic extension of Kappa, an established rule-based modelling platform, that enables the expression of a structured space of agents and rules that allows us to express mutated agents, splice variants, families of related proteins and ligand/drug interventions uniformly. This also enables a mode of model construction where, starting from the current consensus model, we attempt to reproduce in numero the mutational—and more generally the ligand/drug perturbational—analyses that were used in the process of inferring those pathways in the first place.

  • Domaine : Informatique/Bio-informatique
    Sciences du Vivant/Bio-Informatique, Biologie Systémique
 
  • inria-00528364, version 1
  • oai:hal.inria.fr:inria-00528364
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  • Soumis le : Jeudi 21 Octobre 2010, 16:23:28
  • Dernière modification le : Jeudi 21 Octobre 2010, 16:23:28
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