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Ontology Development for the Immune Epitope Database

A key challenge in bioinformatics today is ensuring that biological data can be unequivocally communicated between experimentalists and bioinformaticians. Enabling such communication is not trivial, as every scientific field develops its own jargon with implicit understandings that can easily escape...

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Autores principales: Greenbaum, Jason A., Vita, Randi, Zarebski, Laura M., Sette, Alessandro, Peters, Bjoern
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121563/
http://dx.doi.org/10.1007/978-1-4419-0540-6_4
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author Greenbaum, Jason A.
Vita, Randi
Zarebski, Laura M.
Sette, Alessandro
Peters, Bjoern
author_facet Greenbaum, Jason A.
Vita, Randi
Zarebski, Laura M.
Sette, Alessandro
Peters, Bjoern
author_sort Greenbaum, Jason A.
collection PubMed
description A key challenge in bioinformatics today is ensuring that biological data can be unequivocally communicated between experimentalists and bioinformaticians. Enabling such communication is not trivial, as every scientific field develops its own jargon with implicit understandings that can easily escape an outsider. We describe here our approach to enforce an explicit and exact data representation for the Immune Epitope Database (IEDB Peters et al. 2005) through the use of a formal ontology. Being the first database of its scale in the immune epitope domain, it was necessary for the IEDB to devise an adequate data structure at the outset of the project with the goal that it should be capable of capturing the context of immune recognition. Early on, it became readily apparent that an unambiguous description of the information being captured is imperative for consistent curation across journal articles and among curators. Accordingly, an initial ontology was developed (Sathiamurthy et al. 2005) based upon consultations with domain experts and guidance from expert ontologists. The structure devised from this ontology proved capable of dealing with a great deal of immunological data over time.
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spelling pubmed-71215632020-04-06 Ontology Development for the Immune Epitope Database Greenbaum, Jason A. Vita, Randi Zarebski, Laura M. Sette, Alessandro Peters, Bjoern Bioinformatics for Immunomics Article A key challenge in bioinformatics today is ensuring that biological data can be unequivocally communicated between experimentalists and bioinformaticians. Enabling such communication is not trivial, as every scientific field develops its own jargon with implicit understandings that can easily escape an outsider. We describe here our approach to enforce an explicit and exact data representation for the Immune Epitope Database (IEDB Peters et al. 2005) through the use of a formal ontology. Being the first database of its scale in the immune epitope domain, it was necessary for the IEDB to devise an adequate data structure at the outset of the project with the goal that it should be capable of capturing the context of immune recognition. Early on, it became readily apparent that an unambiguous description of the information being captured is imperative for consistent curation across journal articles and among curators. Accordingly, an initial ontology was developed (Sathiamurthy et al. 2005) based upon consultations with domain experts and guidance from expert ontologists. The structure devised from this ontology proved capable of dealing with a great deal of immunological data over time. 2009-08-08 /pmc/articles/PMC7121563/ http://dx.doi.org/10.1007/978-1-4419-0540-6_4 Text en © Springer Science+Business Media, LLC 2009 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Greenbaum, Jason A.
Vita, Randi
Zarebski, Laura M.
Sette, Alessandro
Peters, Bjoern
Ontology Development for the Immune Epitope Database
title Ontology Development for the Immune Epitope Database
title_full Ontology Development for the Immune Epitope Database
title_fullStr Ontology Development for the Immune Epitope Database
title_full_unstemmed Ontology Development for the Immune Epitope Database
title_short Ontology Development for the Immune Epitope Database
title_sort ontology development for the immune epitope database
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121563/
http://dx.doi.org/10.1007/978-1-4419-0540-6_4
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