Cargando…
Semantic Web repositories for genomics data using the eXframe platform
BACKGROUND: With the advent of inexpensive assay technologies, there has been an unprecedented growth in genomics data as well as the number of databases in which it is stored. In these databases, sample annotation using ontologies and controlled vocabularies is becoming more common. However, the an...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4108874/ https://www.ncbi.nlm.nih.gov/pubmed/25093072 http://dx.doi.org/10.1186/2041-1480-5-S1-S3 |
_version_ | 1782327801815236608 |
---|---|
author | Merrill, Emily Corlosquet, Stéphane Ciccarese, Paolo Clark, Tim Das, Sudeshna |
author_facet | Merrill, Emily Corlosquet, Stéphane Ciccarese, Paolo Clark, Tim Das, Sudeshna |
author_sort | Merrill, Emily |
collection | PubMed |
description | BACKGROUND: With the advent of inexpensive assay technologies, there has been an unprecedented growth in genomics data as well as the number of databases in which it is stored. In these databases, sample annotation using ontologies and controlled vocabularies is becoming more common. However, the annotation is rarely available as Linked Data, in a machine-readable format, or for standardized queries using SPARQL. This makes large-scale reuse, or integration with other knowledge bases very difficult. METHODS: To address this challenge, we have developed the second generation of our eXframe platform, a reusable framework for creating online repositories of genomics experiments. This second generation model now publishes Semantic Web data. To accomplish this, we created an experiment model that covers provenance, citations, external links, assays, biomaterials used in the experiment, and the data collected during the process. The elements of our model are mapped to classes and properties from various established biomedical ontologies. Resource Description Framework (RDF) data is automatically produced using these mappings and indexed in an RDF store with a built-in Sparql Protocol and RDF Query Language (SPARQL) endpoint. CONCLUSIONS: Using the open-source eXframe software, institutions and laboratories can create Semantic Web repositories of their experiments, integrate it with heterogeneous resources and make it interoperable with the vast Semantic Web of biomedical knowledge. |
format | Online Article Text |
id | pubmed-4108874 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-41088742014-08-04 Semantic Web repositories for genomics data using the eXframe platform Merrill, Emily Corlosquet, Stéphane Ciccarese, Paolo Clark, Tim Das, Sudeshna J Biomed Semantics Proceedings BACKGROUND: With the advent of inexpensive assay technologies, there has been an unprecedented growth in genomics data as well as the number of databases in which it is stored. In these databases, sample annotation using ontologies and controlled vocabularies is becoming more common. However, the annotation is rarely available as Linked Data, in a machine-readable format, or for standardized queries using SPARQL. This makes large-scale reuse, or integration with other knowledge bases very difficult. METHODS: To address this challenge, we have developed the second generation of our eXframe platform, a reusable framework for creating online repositories of genomics experiments. This second generation model now publishes Semantic Web data. To accomplish this, we created an experiment model that covers provenance, citations, external links, assays, biomaterials used in the experiment, and the data collected during the process. The elements of our model are mapped to classes and properties from various established biomedical ontologies. Resource Description Framework (RDF) data is automatically produced using these mappings and indexed in an RDF store with a built-in Sparql Protocol and RDF Query Language (SPARQL) endpoint. CONCLUSIONS: Using the open-source eXframe software, institutions and laboratories can create Semantic Web repositories of their experiments, integrate it with heterogeneous resources and make it interoperable with the vast Semantic Web of biomedical knowledge. BioMed Central 2014-06-03 /pmc/articles/PMC4108874/ /pubmed/25093072 http://dx.doi.org/10.1186/2041-1480-5-S1-S3 Text en Copyright © 2014 Merrill 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. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Proceedings Merrill, Emily Corlosquet, Stéphane Ciccarese, Paolo Clark, Tim Das, Sudeshna Semantic Web repositories for genomics data using the eXframe platform |
title | Semantic Web repositories for genomics data using the eXframe platform |
title_full | Semantic Web repositories for genomics data using the eXframe platform |
title_fullStr | Semantic Web repositories for genomics data using the eXframe platform |
title_full_unstemmed | Semantic Web repositories for genomics data using the eXframe platform |
title_short | Semantic Web repositories for genomics data using the eXframe platform |
title_sort | semantic web repositories for genomics data using the exframe platform |
topic | Proceedings |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4108874/ https://www.ncbi.nlm.nih.gov/pubmed/25093072 http://dx.doi.org/10.1186/2041-1480-5-S1-S3 |
work_keys_str_mv | AT merrillemily semanticwebrepositoriesforgenomicsdatausingtheexframeplatform AT corlosquetstephane semanticwebrepositoriesforgenomicsdatausingtheexframeplatform AT ciccaresepaolo semanticwebrepositoriesforgenomicsdatausingtheexframeplatform AT clarktim semanticwebrepositoriesforgenomicsdatausingtheexframeplatform AT dassudeshna semanticwebrepositoriesforgenomicsdatausingtheexframeplatform |