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OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia
BACKGROUND: The OpenTox Framework, developed by the partners in the OpenTox project (http://www.opentox.org), aims at providing a unified access to toxicity data, predictive models and validation procedures. Interoperability of resources is achieved using a common information model, based on the Ope...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3337268/ https://www.ncbi.nlm.nih.gov/pubmed/22541598 http://dx.doi.org/10.1186/2041-1480-3-S1-S7 |
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author | Tcheremenskaia, Olga Benigni, Romualdo Nikolova, Ivelina Jeliazkova, Nina Escher, Sylvia E Batke, Monika Baier, Thomas Poroikov, Vladimir Lagunin, Alexey Rautenberg, Micha Hardy, Barry |
author_facet | Tcheremenskaia, Olga Benigni, Romualdo Nikolova, Ivelina Jeliazkova, Nina Escher, Sylvia E Batke, Monika Baier, Thomas Poroikov, Vladimir Lagunin, Alexey Rautenberg, Micha Hardy, Barry |
author_sort | Tcheremenskaia, Olga |
collection | PubMed |
description | BACKGROUND: The OpenTox Framework, developed by the partners in the OpenTox project (http://www.opentox.org), aims at providing a unified access to toxicity data, predictive models and validation procedures. Interoperability of resources is achieved using a common information model, based on the OpenTox ontologies, describing predictive algorithms, models and toxicity data. As toxicological data may come from different, heterogeneous sources, a deployed ontology, unifying the terminology and the resources, is critical for the rational and reliable organization of the data, and its automatic processing. RESULTS: The following related ontologies have been developed for OpenTox: a) Toxicological ontology – listing the toxicological endpoints; b) Organs system and Effects ontology – addressing organs, targets/examinations and effects observed in in vivo studies; c) ToxML ontology – representing semi-automatic conversion of the ToxML schema; d) OpenTox ontology– representation of OpenTox framework components: chemical compounds, datasets, types of algorithms, models and validation web services; e) ToxLink–ToxCast assays ontology and f) OpenToxipedia community knowledge resource on toxicology terminology. OpenTox components are made available through standardized REST web services, where every compound, data set, and predictive method has a unique resolvable address (URI), used to retrieve its Resource Description Framework (RDF) representation, or to initiate the associated calculations and generate new RDF-based resources. The services support the integration of toxicity and chemical data from various sources, the generation and validation of computer models for toxic effects, seamless integration of new algorithms and scientifically sound validation routines and provide a flexible framework, which allows building arbitrary number of applications, tailored to solving different problems by end users (e.g. toxicologists). AVAILABILITY: The OpenTox toxicological ontology projects may be accessed via the OpenTox ontology development page http://www.opentox.org/dev/ontology; the OpenTox ontology is available as OWL at http://opentox.org/api/1 1/opentox.owl, the ToxML - OWL conversion utility is an open source resource available at http://ambit.svn.sourceforge.net/viewvc/ambit/branches/toxml-utils/ |
format | Online Article Text |
id | pubmed-3337268 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-33372682012-04-26 OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia Tcheremenskaia, Olga Benigni, Romualdo Nikolova, Ivelina Jeliazkova, Nina Escher, Sylvia E Batke, Monika Baier, Thomas Poroikov, Vladimir Lagunin, Alexey Rautenberg, Micha Hardy, Barry J Biomed Semantics Proceedings BACKGROUND: The OpenTox Framework, developed by the partners in the OpenTox project (http://www.opentox.org), aims at providing a unified access to toxicity data, predictive models and validation procedures. Interoperability of resources is achieved using a common information model, based on the OpenTox ontologies, describing predictive algorithms, models and toxicity data. As toxicological data may come from different, heterogeneous sources, a deployed ontology, unifying the terminology and the resources, is critical for the rational and reliable organization of the data, and its automatic processing. RESULTS: The following related ontologies have been developed for OpenTox: a) Toxicological ontology – listing the toxicological endpoints; b) Organs system and Effects ontology – addressing organs, targets/examinations and effects observed in in vivo studies; c) ToxML ontology – representing semi-automatic conversion of the ToxML schema; d) OpenTox ontology– representation of OpenTox framework components: chemical compounds, datasets, types of algorithms, models and validation web services; e) ToxLink–ToxCast assays ontology and f) OpenToxipedia community knowledge resource on toxicology terminology. OpenTox components are made available through standardized REST web services, where every compound, data set, and predictive method has a unique resolvable address (URI), used to retrieve its Resource Description Framework (RDF) representation, or to initiate the associated calculations and generate new RDF-based resources. The services support the integration of toxicity and chemical data from various sources, the generation and validation of computer models for toxic effects, seamless integration of new algorithms and scientifically sound validation routines and provide a flexible framework, which allows building arbitrary number of applications, tailored to solving different problems by end users (e.g. toxicologists). AVAILABILITY: The OpenTox toxicological ontology projects may be accessed via the OpenTox ontology development page http://www.opentox.org/dev/ontology; the OpenTox ontology is available as OWL at http://opentox.org/api/1 1/opentox.owl, the ToxML - OWL conversion utility is an open source resource available at http://ambit.svn.sourceforge.net/viewvc/ambit/branches/toxml-utils/ BioMed Central 2012-04-24 /pmc/articles/PMC3337268/ /pubmed/22541598 http://dx.doi.org/10.1186/2041-1480-3-S1-S7 Text en Copyright ©2012 Tcheremenskaia et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Proceedings Tcheremenskaia, Olga Benigni, Romualdo Nikolova, Ivelina Jeliazkova, Nina Escher, Sylvia E Batke, Monika Baier, Thomas Poroikov, Vladimir Lagunin, Alexey Rautenberg, Micha Hardy, Barry OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia |
title | OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia |
title_full | OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia |
title_fullStr | OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia |
title_full_unstemmed | OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia |
title_short | OpenTox predictive toxicology framework: toxicological ontology and semantic media wiki-based OpenToxipedia |
title_sort | opentox predictive toxicology framework: toxicological ontology and semantic media wiki-based opentoxipedia |
topic | Proceedings |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3337268/ https://www.ncbi.nlm.nih.gov/pubmed/22541598 http://dx.doi.org/10.1186/2041-1480-3-S1-S7 |
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