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Developing a semantically rich ontology for the biobank-administration domain

BACKGROUND: Biobanks are a critical resource for translational science. Recently, semantic web technologies such as ontologies have been found useful in retrieving research data from biobanks. However, recent research has also shown that there is a lack of data about the administrative aspects of bi...

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Autores principales: Brochhausen, Mathias, Fransson, Martin N, Kanaskar, Nitin V, Eriksson, Mikael, Merino-Martinez, Roxana, Hall, Roger A, Norlin, Loreana, Kjellqvist, Sanela, Hortlund, Maria, Topaloglu, Umit, Hogan, William R, Litton, Jan-Eric
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4021870/
https://www.ncbi.nlm.nih.gov/pubmed/24103726
http://dx.doi.org/10.1186/2041-1480-4-23
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author Brochhausen, Mathias
Fransson, Martin N
Kanaskar, Nitin V
Eriksson, Mikael
Merino-Martinez, Roxana
Hall, Roger A
Norlin, Loreana
Kjellqvist, Sanela
Hortlund, Maria
Topaloglu, Umit
Hogan, William R
Litton, Jan-Eric
author_facet Brochhausen, Mathias
Fransson, Martin N
Kanaskar, Nitin V
Eriksson, Mikael
Merino-Martinez, Roxana
Hall, Roger A
Norlin, Loreana
Kjellqvist, Sanela
Hortlund, Maria
Topaloglu, Umit
Hogan, William R
Litton, Jan-Eric
author_sort Brochhausen, Mathias
collection PubMed
description BACKGROUND: Biobanks are a critical resource for translational science. Recently, semantic web technologies such as ontologies have been found useful in retrieving research data from biobanks. However, recent research has also shown that there is a lack of data about the administrative aspects of biobanks. These data would be helpful to answer research-relevant questions such as what is the scope of specimens collected in a biobank, what is the curation status of the specimens, and what is the contact information for curators of biobanks. Our use cases include giving researchers the ability to retrieve key administrative data (e.g. contact information, contact's affiliation, etc.) about the biobanks where specific specimens of interest are stored. Thus, our goal is to provide an ontology that represents the administrative entities in biobanking and their relations. We base our ontology development on a set of 53 data attributes called MIABIS, which were in part the result of semantic integration efforts of the European Biobanking and Biomolecular Resources Research Infrastructure (BBMRI). The previous work on MIABIS provided the domain analysis for our ontology. We report on a test of our ontology against competency questions that we derived from the initial BBMRI use cases. Future work includes additional ontology development to answer additional competency questions from these use cases. RESULTS: We created an open-source ontology of biobank administration called Ontologized MIABIS (OMIABIS) coded in OWL 2.0 and developed according to the principles of the OBO Foundry. It re-uses pre-existing ontologies when possible in cooperation with developers of other ontologies in related domains, such as the Ontology of Biomedical Investigation. OMIABIS provides a formalized representation of biobanks and their administration. Using the ontology and a set of Description Logic queries derived from the competency questions that we identified, we were able to retrieve test data with perfect accuracy. In addition, we began development of a mapping from the ontology to pre-existing biobank data structures commonly used in the U.S. CONCLUSIONS: In conclusion, we created OMIABIS, an ontology of biobank administration. We found that basing its development on pre-existing resources to meet the BBMRI use cases resulted in a biobanking ontology that is re-useable in environments other than BBMRI. Our ontology retrieved all true positives and no false positives when queried according to the competency questions we derived from the BBMRI use cases. Mapping OMIABIS to a data structure used for biospecimen collections in a medical center in Little Rock, AR showed adequate coverage of our ontology.
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spelling pubmed-40218702014-05-16 Developing a semantically rich ontology for the biobank-administration domain Brochhausen, Mathias Fransson, Martin N Kanaskar, Nitin V Eriksson, Mikael Merino-Martinez, Roxana Hall, Roger A Norlin, Loreana Kjellqvist, Sanela Hortlund, Maria Topaloglu, Umit Hogan, William R Litton, Jan-Eric J Biomed Semantics Research BACKGROUND: Biobanks are a critical resource for translational science. Recently, semantic web technologies such as ontologies have been found useful in retrieving research data from biobanks. However, recent research has also shown that there is a lack of data about the administrative aspects of biobanks. These data would be helpful to answer research-relevant questions such as what is the scope of specimens collected in a biobank, what is the curation status of the specimens, and what is the contact information for curators of biobanks. Our use cases include giving researchers the ability to retrieve key administrative data (e.g. contact information, contact's affiliation, etc.) about the biobanks where specific specimens of interest are stored. Thus, our goal is to provide an ontology that represents the administrative entities in biobanking and their relations. We base our ontology development on a set of 53 data attributes called MIABIS, which were in part the result of semantic integration efforts of the European Biobanking and Biomolecular Resources Research Infrastructure (BBMRI). The previous work on MIABIS provided the domain analysis for our ontology. We report on a test of our ontology against competency questions that we derived from the initial BBMRI use cases. Future work includes additional ontology development to answer additional competency questions from these use cases. RESULTS: We created an open-source ontology of biobank administration called Ontologized MIABIS (OMIABIS) coded in OWL 2.0 and developed according to the principles of the OBO Foundry. It re-uses pre-existing ontologies when possible in cooperation with developers of other ontologies in related domains, such as the Ontology of Biomedical Investigation. OMIABIS provides a formalized representation of biobanks and their administration. Using the ontology and a set of Description Logic queries derived from the competency questions that we identified, we were able to retrieve test data with perfect accuracy. In addition, we began development of a mapping from the ontology to pre-existing biobank data structures commonly used in the U.S. CONCLUSIONS: In conclusion, we created OMIABIS, an ontology of biobank administration. We found that basing its development on pre-existing resources to meet the BBMRI use cases resulted in a biobanking ontology that is re-useable in environments other than BBMRI. Our ontology retrieved all true positives and no false positives when queried according to the competency questions we derived from the BBMRI use cases. Mapping OMIABIS to a data structure used for biospecimen collections in a medical center in Little Rock, AR showed adequate coverage of our ontology. BioMed Central 2013-10-08 /pmc/articles/PMC4021870/ /pubmed/24103726 http://dx.doi.org/10.1186/2041-1480-4-23 Text en Copyright © 2013 Brochhausen 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 Research
Brochhausen, Mathias
Fransson, Martin N
Kanaskar, Nitin V
Eriksson, Mikael
Merino-Martinez, Roxana
Hall, Roger A
Norlin, Loreana
Kjellqvist, Sanela
Hortlund, Maria
Topaloglu, Umit
Hogan, William R
Litton, Jan-Eric
Developing a semantically rich ontology for the biobank-administration domain
title Developing a semantically rich ontology for the biobank-administration domain
title_full Developing a semantically rich ontology for the biobank-administration domain
title_fullStr Developing a semantically rich ontology for the biobank-administration domain
title_full_unstemmed Developing a semantically rich ontology for the biobank-administration domain
title_short Developing a semantically rich ontology for the biobank-administration domain
title_sort developing a semantically rich ontology for the biobank-administration domain
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4021870/
https://www.ncbi.nlm.nih.gov/pubmed/24103726
http://dx.doi.org/10.1186/2041-1480-4-23
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