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

被引:26
作者
Moreno, Pablo [1 ]
Beisken, Stephan [1 ]
Harsha, Bhavana [1 ]
Muthukrishnan, Venkatesh [1 ]
Tudose, Ilinca [1 ]
Dekker, Adriano [1 ]
Dornfeldt, Stefanie [2 ]
Taruttis, Franziska [2 ,3 ]
Grosse, Ivo [4 ,5 ]
Hastings, Janna [1 ]
Neumann, Steffen [2 ]
Steinbeck, Christoph [1 ]
机构
[1] European Bioinformat Inst, European Mol Biol Lab, Cheminformat & Metab, Cambridge, England
[2] Leibniz Inst Plant Biochem, Dept Stress & Dev Biol, Halle, Germany
[3] Univ Regensburg, Inst Funct Genom, Dept Stat Bioinformat, Halle, Germany
[4] Univ Halle Wittenberg, Inst Comp Sci, D-06108 Halle, Germany
[5] German Ctr Integrat Biodivers Res iDiv, Leipzig, Germany
来源
BMC BIOINFORMATICS | 2015年 / 16卷
基金
英国生物技术与生命科学研究理事会;
关键词
Ontology; Enrichment; Small molecules; GENE ONTOLOGY;
D O I
10.1186/s12859-015-0486-3
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
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页数:7
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