Cross-product extensions of the Gene Ontology

被引:68
|
作者
Mungall, Christopher J. [1 ]
Bada, Michael [2 ]
Berardini, Tanya Z. [3 ]
Deegan, Jennifer [4 ]
Ireland, Amelia [1 ,4 ]
Harris, Midori A. [4 ]
Hill, David P. [5 ]
Lomax, Jane [4 ]
机构
[1] Univ Calif Berkeley, Lawrence Berkeley Lab, Berkeley, CA 94720 USA
[2] Univ Colorado Denver, Dept Pharmacol, Aurora, CO 80206 USA
[3] Carnegie Inst Sci, Stanford, CA 94555 USA
[4] European Bioinformat Inst, Cambridge CB10 1SD, England
[5] Jackson Lab, Bar Harbor, ME 04609 USA
关键词
GO; Ontology; Logic; Gene; Gene expression; OWL; Reasoning; Cross-products; CHEBI; Cells; Anatomy; Pathways; Term enrichment; INTEGRATION;
D O I
10.1016/j.jbi.2010.02.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The Gene Ontology (GO) consists of nearly 30,000 classes for describing the activities and locations of gene products. Manual maintenance of ontology of this size is a considerable effort, and errors and inconsistencies inevitably arise. Reasoners can be used to assist with ontology development, automatically placing classes in a subsumption hierarchy based on their properties. However, the historic lack of computable definitions within the GO has prevented the user of these tools. In this paper, we present preliminary results of an ongoing effort to normalize the GO by explicitly stating the definitions of compositional classes in a form that can be used by reasoners. These definitions are partitioned into mutually exclusive cross-product sets, many of which reference other OBO Foundry candidate ontologies for chemical entities, proteins, biological qualities and anatomical entities. Using these logical definitions we are gradually beginning to automate many aspects of ontology development, detecting errors and filling in missing relationships. These definitions also enhance the GO by weaving it into the fabric of a wider collection of interoperating ontologies, increasing opportunities for data integration and enhancing genomic analyses. Published by Elsevier Inc.
引用
收藏
页码:80 / 86
页数:7
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