inria-00528364, version 1
Rule-Based Modelling and Model Perturbation
Vincent Danos 1Jérôme Feret
2Walter Fontana 3Russ Harmer 4Jean Krivine 3, 5
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.
- 1 : Laboratory for the Foundations of Computer Science [Edinburgh] (LFCS)
- University of Edinburgh
- 2 : ABSTRACTION (INRIA Rocquencourt)
- INRIA – Ecole normale supérieure de Paris - ENS Paris – CNRS : UMR 8548
- 3 : Harvard Medical School (HMS)
- Harvard University
- 4 : Preuves, Programmes et Systèmes (PPS)
- CNRS : UMR7126 – Université Paris VII - Paris Diderot
- 5 : Institut des Hautes Etudes Scientifiques (IHES)
- IHES
- Domaine : Informatique/Bio-informatique
Sciences du Vivant/Bio-Informatique, Biologie Systémique
- inria-00528364, version 1
- http://hal.inria.fr/inria-00528364
- oai:hal.inria.fr:inria-00528364
- Contributeur : Jérôme Feret
- Soumis le : Jeudi 21 Octobre 2010, 16:23:28
- Dernière modification le : Jeudi 21 Octobre 2010, 16:23:28






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