Hybrid Modeling of Gene Regulatory Networks: Mixing Temporal and Qualitative Biological Properties - Archive ouverte HAL
Article Dans Une Revue BMC Systems Biology Année : 2010

Hybrid Modeling of Gene Regulatory Networks: Mixing Temporal and Qualitative Biological Properties

Résumé

Modeling gene regulatory network is a difficult task. Experiments often fail at giving enough information for parameterizing existing models. We propose herein a dedicated hybrid modeling. To overcome the lack of quantitative information, our modeling focuses on (i) the biological compound product signs and (ii) the temporal properties associated with the biological effects of the interactions. Both these constraints are easy to extract from experimental data. They aims at reasoning on a hybrid system adapted to large gene regulatory networks, which is suitable for emphasizing biological properties.
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Dates et versions

hal-00346588 , version 1 (11-12-2008)

Identifiants

Citer

Jonathan Fromentin, Damien Eveillard, Olivier Roux. Hybrid Modeling of Gene Regulatory Networks: Mixing Temporal and Qualitative Biological Properties. BMC Systems Biology, 2010, 4 (79), http://www.biomedcentral.com/1752-0509/4/79/abstract. ⟨10.1186/1752-0509-4-79⟩. ⟨hal-00346588⟩
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