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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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Detalles Bibliográficos
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
Descripción
Sumario: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.