Incremental and unifying modelling formalism for biological interaction networks

Autor: Képès François, Devillers Raymond, Klaudel Hanna, Yartseva Anastasia
Jazyk: angličtina
Rok vydání: 2007
Předmět:
Zdroj: BMC Bioinformatics, Vol 8, Iss 1, p 433 (2007)
Druh dokumentu: article
ISSN: 1471-2105
DOI: 10.1186/1471-2105-8-433
Popis: Abstract Background An appropriate choice of the modeling formalism from the broad range of existing ones may be crucial for efficiently describing and analyzing biological systems. Results We propose a new unifying and incremental formalism for the representation and modeling of biological interaction networks. This formalism allows automated translations into other formalisms, thus enabling a thorough study of the dynamic properties of a biological system. As a first illustration, we propose a translation into the R. Thomas' multivalued logical formalism which provides a possible semantics; a methodology for constructing such models is presented on a classical benchmark: the λ phage genetic switch. We also show how to extract from our model a classical ODE description of the dynamics of a system. Conclusion This approach provides an additional level of description between the biological and mathematical ones. It yields, on the one hand, a knowledge expression in a form which is intuitive for biologists and, on the other hand, its representation in a formal and structured way.
Databáze: Directory of Open Access Journals