DocumentCode :
2931614
Title :
An information theory-based tool for characterizing the interaction environment of a protein
Author :
Massanet-Vila, Raimon ; Gallardo-Chacón, Joan-Josep ; Caminal, Pere ; Perera, Alexandre
Author_Institution :
Dept. ESAII, Tech. Univ. of Catalonia (UPC), Barcelona, Spain
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
5529
Lastpage :
5532
Abstract :
In recent years large amounts of information have been accumulated in proteomic, genetic and metabolic databases. Much effort has been dedicated to developing methods that successfully exploit, organize and structure this information. However, there is no application, that we know of, that semantically characterizes the interaction environment in which a protein exists. A high-throughput software package has been developed to retrieve information from publicly available databases, such as the Gene Ontology Annotation (GOA) database and the Human Proteome Resource Database (HPRD) and structure their information. This information is presented to the user as groups of semantically described dense interaction subnetworks that interact with a target protein.
Keywords :
bioinformatics; cellular biophysics; database management systems; genetics; genomics; information retrieval; ontologies (artificial intelligence); proteins; proteomics; semantic networks; software packages; gene ontology annotation database; high-throughput software package; human proteome resource database; information theory-based tool; interaction environment; publicly available databases; semantically described dense interaction subnetworks; target protein; Biological processes; Databases; Laplace equations; Ontologies; Proteins; Semantics; Symmetric matrices; Cluster Analysis; Computational Biology; Databases, Protein; HSP27 Heat-Shock Proteins; Humans; Information Theory; Protein Binding; Proteins; Semantics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5626767
Filename :
5626767
Link To Document :
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