UNIVERSITY of GLASGOW

Computing at Glasgow University
 
Paper ID: 8644
DCS Tech Report Number: TR-2007-253

A Unifying Framework for Modelling and Analysing Biochemical Pathways Using Petri Nets
Gilbert,D.R. Heiner,M. Lehrack,S.

Publication Type: Tech Report (internal)
Appeared in: DCS Technical Report Series
Page Numbers : 36
Publisher: Dept of Computing Science, University of Glasgow
Year: 2007
Abstract:

We give a description of a Petri net-based framework for modelling and analysing biochemical pathways, which unifies the qualitative, stochastic and continuous paradigms. Each perspective adds its contribution to the understanding of the system, thus the three approaches do not compete, but complement each other. We illustrate our approach by applying it to an extended model of the three stage cascade, which forms the core of the ERK signal transduction pathway. Consequently our focus is on transient behaviour analysis. We demonstrate how qualitative descriptions are abstractions over stochastic or continuous descriptions, and show that the stochastic and continuous models approximate each other. A key contribution of the paper consists in a precise definition of biochemically interpreted stochastic Petri nets. Although our framework is based on Petri nets, it can be applied more widely to other formalisms which are used to model and analyse biochemical networks. This Technical Report represents an extended version of Gilbert et al, CMSB 2007

Keywords: petri nets, framework, biochemical pathways, networks


PDF Bibtex entry Endnote XML