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BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology

BACKGROUND: Ontology-based enrichment analysis aids in the interpretation and understanding of large-scale biological data. Ontologies are hierarchies of biologically relevant groupings. Using ontology annotations, which link ontology classes to biological entities, enrichment analysis methods asses...

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Autores principales: Moreno, Pablo, Beisken, Stephan, Harsha, Bhavana, Muthukrishnan, Venkatesh, Tudose, Ilinca, Dekker, Adriano, Dornfeldt, Stefanie, Taruttis, Franziska, Grosse, Ivo, Hastings, Janna, Neumann, Steffen, Steinbeck, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4349482/
https://www.ncbi.nlm.nih.gov/pubmed/25879798
http://dx.doi.org/10.1186/s12859-015-0486-3
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author Moreno, Pablo
Beisken, Stephan
Harsha, Bhavana
Muthukrishnan, Venkatesh
Tudose, Ilinca
Dekker, Adriano
Dornfeldt, Stefanie
Taruttis, Franziska
Grosse, Ivo
Hastings, Janna
Neumann, Steffen
Steinbeck, Christoph
author_facet Moreno, Pablo
Beisken, Stephan
Harsha, Bhavana
Muthukrishnan, Venkatesh
Tudose, Ilinca
Dekker, Adriano
Dornfeldt, Stefanie
Taruttis, Franziska
Grosse, Ivo
Hastings, Janna
Neumann, Steffen
Steinbeck, Christoph
author_sort Moreno, Pablo
collection PubMed
description BACKGROUND: Ontology-based enrichment analysis aids in the interpretation and understanding of large-scale biological data. Ontologies are hierarchies of biologically relevant groupings. Using ontology annotations, which link ontology classes to biological entities, enrichment analysis methods assess whether there is a significant over or under representation of entities for ontology classes. While many tools exist that run enrichment analysis for protein sets annotated with the Gene Ontology, there are only a few that can be used for small molecules enrichment analysis. RESULTS: We describe BiNChE, an enrichment analysis tool for small molecules based on the ChEBI Ontology. BiNChE displays an interactive graph that can be exported as a high-resolution image or in network formats. The tool provides plain, weighted and fragment analysis based on either the ChEBI Role Ontology or the ChEBI Structural Ontology. CONCLUSIONS: BiNChE aids in the exploration of large sets of small molecules produced within Metabolomics or other Systems Biology research contexts. The open-source tool provides easy and highly interactive web access to enrichment analysis with the ChEBI ontology tool and is additionally available as a standalone library. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0486-3) contains supplementary material, which is available to authorized users.
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spelling pubmed-43494822015-03-05 BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology Moreno, Pablo Beisken, Stephan Harsha, Bhavana Muthukrishnan, Venkatesh Tudose, Ilinca Dekker, Adriano Dornfeldt, Stefanie Taruttis, Franziska Grosse, Ivo Hastings, Janna Neumann, Steffen Steinbeck, Christoph BMC Bioinformatics Software BACKGROUND: Ontology-based enrichment analysis aids in the interpretation and understanding of large-scale biological data. Ontologies are hierarchies of biologically relevant groupings. Using ontology annotations, which link ontology classes to biological entities, enrichment analysis methods assess whether there is a significant over or under representation of entities for ontology classes. While many tools exist that run enrichment analysis for protein sets annotated with the Gene Ontology, there are only a few that can be used for small molecules enrichment analysis. RESULTS: We describe BiNChE, an enrichment analysis tool for small molecules based on the ChEBI Ontology. BiNChE displays an interactive graph that can be exported as a high-resolution image or in network formats. The tool provides plain, weighted and fragment analysis based on either the ChEBI Role Ontology or the ChEBI Structural Ontology. CONCLUSIONS: BiNChE aids in the exploration of large sets of small molecules produced within Metabolomics or other Systems Biology research contexts. The open-source tool provides easy and highly interactive web access to enrichment analysis with the ChEBI ontology tool and is additionally available as a standalone library. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-015-0486-3) contains supplementary material, which is available to authorized users. BioMed Central 2015-02-21 /pmc/articles/PMC4349482/ /pubmed/25879798 http://dx.doi.org/10.1186/s12859-015-0486-3 Text en © Moreno et al.; licensee BioMed Central. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. 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 Software
Moreno, Pablo
Beisken, Stephan
Harsha, Bhavana
Muthukrishnan, Venkatesh
Tudose, Ilinca
Dekker, Adriano
Dornfeldt, Stefanie
Taruttis, Franziska
Grosse, Ivo
Hastings, Janna
Neumann, Steffen
Steinbeck, Christoph
BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology
title BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology
title_full BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology
title_fullStr BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology
title_full_unstemmed BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology
title_short BiNChE: A web tool and library for chemical enrichment analysis based on the ChEBI ontology
title_sort binche: a web tool and library for chemical enrichment analysis based on the chebi ontology
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4349482/
https://www.ncbi.nlm.nih.gov/pubmed/25879798
http://dx.doi.org/10.1186/s12859-015-0486-3
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