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Path2Models: large-scale generation of computational models from biochemical pathway maps.
- Source :
-
BMC systems biology [BMC Syst Biol] 2013 Nov 01; Vol. 7, pp. 116. Date of Electronic Publication: 2013 Nov 01. - Publication Year :
- 2013
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Abstract
- Background: Systems biology projects and omics technologies have led to a growing number of biochemical pathway models and reconstructions. However, the majority of these models are still created de novo, based on literature mining and the manual processing of pathway data.<br />Results: To increase the efficiency of model creation, the Path2Models project has automatically generated mathematical models from pathway representations using a suite of freely available software. Data sources include KEGG, BioCarta, MetaCyc and SABIO-RK. Depending on the source data, three types of models are provided: kinetic, logical and constraint-based. Models from over 2 600 organisms are encoded consistently in SBML, and are made freely available through BioModels Database at http://www.ebi.ac.uk/biomodels-main/path2models. Each model contains the list of participants, their interactions, the relevant mathematical constructs, and initial parameter values. Most models are also available as easy-to-understand graphical SBGN maps.<br />Conclusions: To date, the project has resulted in more than 140 000 freely available models. Such a resource can tremendously accelerate the development of mathematical models by providing initial starting models for simulation and analysis, which can be subsequently curated and further parameterized.
Details
- Language :
- English
- ISSN :
- 1752-0509
- Volume :
- 7
- Database :
- MEDLINE
- Journal :
- BMC systems biology
- Publication Type :
- Academic Journal
- Accession number :
- 24180668
- Full Text :
- https://doi.org/10.1186/1752-0509-7-116