Authors
Michael Klann, Loïc Paulevé, Tatjana Petrov, Heinz Koeppl
Publication date
2013
Conference
Computational Methods in Systems Biology: 11th International Conference, CMSB 2013, Klosterneuburg, Austria, September 22-24, 2013. Proceedings 11
Pages
64-77
Publisher
Springer Berlin Heidelberg
Description
Studying spatial effects in signal transduction, such as co-localization along scaffold molecules, comes at a cost of complexity. In this paper, we propose a coarse-grained, particle-based spatial simulator, suited for large signal transduction models. Our approach is to combine the particle-based reaction and diffusion method, and (non-spatial) rule-based modeling: the location of each molecular complex is abstracted by a spheric particle, while its internal structure in terms of a site-graph is maintained explicit. The particles diffuse inside the cellular compartment and the colliding complexes stochastically interact according to a rule-based scheme. Since rules operate over molecular motifs (instead of full complexes), the rule set compactly describes a combinatorial or even infinite number of reactions. The method is tested on a model of Mitogen Activated Protein Kinase (MAPK) cascade of yeast pheromone …
Total citations
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Scholar articles
M Klann, L Paulevé, T Petrov, H Koeppl - Computational Methods in Systems Biology: 11th …, 2013