Literature DB >> 21028923

Integrating BioPAX pathway knowledge with SBML models.

O Ruebenacker1, I I Moraru, J C Schaff, M L Blinov.   

Abstract

Online databases store thousands of molecular interactions and pathways, and numerous modelling software tools provide users with an interface to create and simulate mathematical models of such interactions. However, the two most widespread used standards for storing pathway data (biological pathway exchange; BioPAX) and for exchanging mathematical models of pathways (systems biology markup language; SBML) are structurally and semantically different. Conversion between formats (making data present in one format available in another format) based on simple one-to-one mappings may lead to loss or distortion of data, is difficult to automate, and often impractical and/or erroneous. This seriously limits the integration of knowledge data and models. In this paper we introduce an approach for such integration based on a bridging format that we named systems biology pathway exchange (SBPAX) alluding to SBML and BioPAX. It facilitates conversion between data in different formats by a combination of one-to-one mappings to and from SBPAX and operations within the SBPAX data. The concept of SBPAX is to provide a flexible description expanding around essential pathway data - basically the common subset of all formats describing processes, the substances participating in these processes and their locations. SBPAX can act as a repository for molecular interaction data from a variety of sources in different formats, and the information about their relative relationships, thus providing a platform for converting between formats and documenting assumptions used during conversion, gluing (identifying related elements across different formats) and merging (creating a coherent set of data from multiple sources) data.

Entities:  

Mesh:

Year:  2009        PMID: 21028923     DOI: 10.1049/iet-syb.2009.0007

Source DB:  PubMed          Journal:  IET Syst Biol        ISSN: 1751-8849            Impact factor:   1.615


  16 in total

1.  BioPAX support in CellDesigner.

Authors:  Huaiyu Mi; Anushya Muruganujan; Emek Demir; Yukiko Matsuoka; Akira Funahashi; Hiroaki Kitano; Paul D Thomas
Journal:  Bioinformatics       Date:  2011-10-21       Impact factor: 6.937

Review 2.  Using views of Systems Biology Cloud: application for model building.

Authors:  Oliver Ruebenacker; Michael Blinov
Journal:  Theory Biosci       Date:  2010-08-21       Impact factor: 1.919

3.  Pathway Commons at virtual cell: use of pathway data for mathematical modeling.

Authors:  Michael L Blinov; James C Schaff; Oliver Ruebenacker; Xintao Wei; Dan Vasilescu; Fei Gao; Frank Morgan; Li Ye; Anuradha Lakshminarayana; Ion I Moraru; Leslie M Loew
Journal:  Bioinformatics       Date:  2013-11-22       Impact factor: 6.937

4.  Leveling the playing field: bringing development of biomarkers and molecular diagnostics up to the standards for drug development.

Authors:  George Poste; David P Carbone; David R Parkinson; Jaap Verweij; Stephen M Hewitt; J Milburn Jessup
Journal:  Clin Cancer Res       Date:  2012-03-15       Impact factor: 12.531

5.  The Units Ontology: a tool for integrating units of measurement in science.

Authors:  Georgios V Gkoutos; Paul N Schofield; Robert Hoehndorf
Journal:  Database (Oxford)       Date:  2012-10-10       Impact factor: 3.451

6.  Qualitative translation of relations from BioPAX to SBML qual.

Authors:  Finja Büchel; Clemens Wrzodek; Florian Mittag; Andreas Dräger; Johannes Eichner; Nicolas Rodriguez; Nicolas Le Novère; Andreas Zell
Journal:  Bioinformatics       Date:  2012-08-24       Impact factor: 6.937

7.  Annotation of SBML models through rule-based semantic integration.

Authors:  Allyson L Lister; Phillip Lord; Matthew Pocock; Anil Wipat
Journal:  J Biomed Semantics       Date:  2010-06-22

8.  Integrating systems biology models and biomedical ontologies.

Authors:  Robert Hoehndorf; Michel Dumontier; John H Gennari; Sarala Wimalaratne; Bernard de Bono; Daniel L Cook; Georgios V Gkoutos
Journal:  BMC Syst Biol       Date:  2011-08-11

9.  Ontology-Based Querying with Bio2RDF's Linked Open Data.

Authors:  Alison Callahan; José Cruz-Toledo; Michel Dumontier
Journal:  J Biomed Semantics       Date:  2013-04-15

10.  BiNoM 2.0, a Cytoscape plugin for accessing and analyzing pathways using standard systems biology formats.

Authors:  Eric Bonnet; Laurence Calzone; Daniel Rovera; Gautier Stoll; Emmanuel Barillot; Andrei Zinovyev
Journal:  BMC Syst Biol       Date:  2013-03-01
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.