Semantic integration of physiology phenotypes with an application to the Cellular Phenotype Ontology

被引:20
作者
Hoehndorf, Robert [1 ]
Harris, Midori A. [2 ]
Herre, Heinrich [3 ]
Rustici, Gabriella [4 ]
Gkoutos, Georgios V. [1 ]
机构
[1] Univ Cambridge, Dept Genet, Cambridge CB2 3EH, England
[2] Univ Cambridge, Dept Biochem, Cambridge CB2 1GA, England
[3] Univ Leipzig, Inst Med Informat Stat & Epidemiol, D-04107 Leipzig, Germany
[4] European Bioinformat Inst, Cambridge CB10 1SD, England
基金
英国惠康基金;
关键词
MICROSCOPY; TOOL; OBO; GENOME;
D O I
10.1093/bioinformatics/bts250
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Motivation: The systematic observation of phenotypes has become a crucial tool of functional genomics, and several large international projects are currently underway to identify and characterize the phenotypes that are associated with genotypes in several species. To integrate phenotype descriptions within and across species, phenotype ontologies have been developed. Applying ontologies to unify phenotype descriptions in the domain of physiology has been a particular challenge due to the high complexity of the underlying domain. Results: In this study, we present the outline of a theory and its implementation for an ontology of physiology-related phenotypes. We provide a formal description of process attributes and relate them to the attributes of their temporal parts and participants. We apply our theory to create the Cellular Phenotype Ontology (CPO). The CPO is an ontology of morphological and physiological phenotypic characteristics of cells, cell components and cellular processes. Its prime application is to provide terms and uniform definition patterns for the annotation of cellular phenotypes. The CPO can be used for the annotation of observed abnormalities in domains, such as systems microscopy, in which cellular abnormalities are observed and for which no phenotype ontology has been created.
引用
收藏
页码:1783 / 1789
页数:7
相关论文
共 37 条
[1]  
[Anonymous], P 23 INT WORKSH DESC
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]  
BADA M., 2004, J WEB SEMANT, V1, P235, DOI DOI 10.1016/J.WEBSEM.2003.12.003
[4]   Enrichment of OBO ontologies [J].
Bada, Michael ;
Hunter, Lawrence .
JOURNAL OF BIOMEDICAL INFORMATICS, 2007, 40 (03) :300-315
[5]   An ontology for cell types [J].
Bard, J ;
Rhee, SY ;
Ashburner, M .
GENOME BIOLOGY, 2005, 6 (02)
[6]   The Gene Ontology in 2010: extensions and refinements The Gene Ontology Consortium [J].
Berardini, Tanya Z. ;
Li, Donghui ;
Huala, Eva ;
Bridges, Susan ;
Burgess, Shane ;
McCarthy, Fiona ;
Carbon, Seth ;
Lewis, Suzanna E. ;
Mungall, Christopher J. ;
Abdulla, Amina ;
Wood, Valerie ;
Feltrin, Erika ;
Valle, Giorgio ;
Chisholm, Rex L. ;
Fey, Petra ;
Gaudet, Pascale ;
Kibbe, Warren ;
Basu, Siddhartha ;
Bushmanova, Yulia ;
Eilbeck, Karen ;
Siegele, Deborah A. ;
McIntosh, Brenley ;
Renfro, Daniel ;
Zweifel, Adrienne ;
Hu, James C. ;
Ashburner, Michael ;
Tweedie, Susan ;
Alam-Faruque, Yasmin ;
Apweiler, Rolf ;
Auchinchloss, Andrea ;
Bairoch, Amos ;
Barrell, Daniel ;
Binns, David ;
Blatter, Marie-Claude ;
Bougueleret, Lydie ;
Boutet, Emmanuel ;
Breuza, Lionel ;
Bridge, Alan ;
Browne, Paul ;
Chan, Wei Mun ;
Coudert, Elizabeth ;
Daugherty, Louise ;
Dimmer, Emily ;
Eberhardt, Ruth ;
Estreicher, Anne ;
Famiglietti, Livia ;
Ferro-Rojas, Serenella ;
Feuermann, Marc ;
Foulger, Rebecca ;
Gruaz-Gumowski, Nadine .
NUCLEIC ACIDS RESEARCH, 2010, 38 :D331-D335
[7]   The Semantic Web - A new form of Web content that is meaningful to computers will unleash a revolution of new possibilities [J].
Berners-Lee, T ;
Hendler, J ;
Lassila, O .
SCIENTIFIC AMERICAN, 2001, 284 (05) :34-+
[8]   Micropilot: automation of fluorescence microscopy-based imaging for systems biology [J].
Conrad, Christian ;
Wuensche, Annelie ;
Tan, Tze Heng ;
Bulkescher, Jutta ;
Sieckmann, Frank ;
Verissimo, Fatima ;
Edelstein, Arthur ;
Walter, Thomas ;
Liebel, Urban ;
Pepperkok, Rainer ;
Ellenberg, Jan .
NATURE METHODS, 2011, 8 (03) :246-+
[9]   Physical Properties of Biological Entities: An Introduction to the Ontology of Physics for Biology [J].
Cook, Daniel L. ;
Bookstein, Fred L. ;
Gennari, John H. .
PLOS ONE, 2011, 6 (12)
[10]   The Sequence Ontology: a tool for the unification of genome annotations [J].
Eilbeck, K ;
Lewis, SE ;
Mungall, CJ ;
Yandell, M ;
Stein, L ;
Durbin, R ;
Ashburner, M .
GENOME BIOLOGY, 2005, 6 (05)