Literature DB >> 14728212

Expression array annotation using the BioMediator biological data integration system and the BioConductor analytic platform.

H Mei1, P Tarczy-Hornoch, P Mork, A J Rossini, R Shaker, L Donelson.   

Abstract

This paper presents the implementation of a model for expression array annotation (EAA) using the BioMediator biological data integration system along with BioConductor, an analytic tools platform. The model presented addresses the need for annotation sources identified during BioConductor inverted exclamation mark s development. Annotation provides us with well-curated genomic background knowledge for expression array analysis and interpretation. Annotation requests are constructed and posted to the query interface of the EAA package (the EAA model implemented as a component of BioConductor). The software enumerates all possible annotation paths for queries. These are then transformed to PQL queries and processed by BioMediator. Annotation entities returned from the EAA package answer the annotation request.

Mesh:

Year:  2003        PMID: 14728212      PMCID: PMC1479993     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  12 in total

1.  Knowledge-based analysis of microarray gene expression data by using support vector machines.

Authors:  M P Brown; W N Grundy; D Lin; N Cristianini; C W Sugnet; T S Furey; M Ares; D Haussler
Journal:  Proc Natl Acad Sci U S A       Date:  2000-01-04       Impact factor: 11.205

2.  Gene Expression Omnibus: NCBI gene expression and hybridization array data repository.

Authors:  Ron Edgar; Michael Domrachev; Alex E Lash
Journal:  Nucleic Acids Res       Date:  2002-01-01       Impact factor: 16.971

3.  A model for data integration systems of biomedical data applied to online genetic databases.

Authors:  P Mork; A Halevy; P Tarczy-Hornoch
Journal:  Proc AMIA Symp       Date:  2001

4.  PQL: a declarative query language over dynamic biological schemata.

Authors:  P Mork; R Shaker; A Halevy; P Tarczy-Hornoch
Journal:  Proc AMIA Symp       Date:  2002

5.  A rule driven bi-directional translation system for remapping queries and result sets between a mediated schema and heterogeneous data sources.

Authors:  R Shaker; P Mork; M Barclay; P Tarczy-Hornoch
Journal:  Proc AMIA Symp       Date:  2002

6.  Expression array annotation using the BioMediator biological data integration system and the BioConductor analytic platform.

Authors:  H Mei; P Tarczy-Hornoch; P Mork; A J Rossini; R Shaker; L Donelson
Journal:  AMIA Annu Symp Proc       Date:  2003

7.  [''R"--project for statistical computing].

Authors:  Ram Benny Dessau; Christian Bressen Pipper
Journal:  Ugeskr Laeger       Date:  2008-01-28

8.  The I.M.A.G.E. Consortium: an integrated molecular analysis of genomes and their expression.

Authors:  G Lennon; C Auffray; M Polymeropoulos; M B Soares
Journal:  Genomics       Date:  1996-04-01       Impact factor: 5.736

9.  Database resources of the National Center for Biotechnology.

Authors:  David L Wheeler; Deanna M Church; Scott Federhen; Alex E Lash; Thomas L Madden; Joan U Pontius; Gregory D Schuler; Lynn M Schriml; Edwin Sequeira; Tatiana A Tatusova; Lukas Wagner
Journal:  Nucleic Acids Res       Date:  2003-01-01       Impact factor: 16.971

10.  Supervised clustering of genes.

Authors:  Marcel Dettling; Peter Bühlmann
Journal:  Genome Biol       Date:  2002-11-25       Impact factor: 13.583

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  3 in total

1.  Expression array annotation using the BioMediator biological data integration system and the BioConductor analytic platform.

Authors:  H Mei; P Tarczy-Hornoch; P Mork; A J Rossini; R Shaker; L Donelson
Journal:  AMIA Annu Symp Proc       Date:  2003

2.  Issues in biomedical research data management and analysis: needs and barriers.

Authors:  Nicholas R Anderson; E Sally Lee; J Scott Brockenbrough; Mark E Minie; Sherrilynne Fuller; James Brinkley; Peter Tarczy-Hornoch
Journal:  J Am Med Inform Assoc       Date:  2007-04-25       Impact factor: 4.497

3.  Bioconductor: open software development for computational biology and bioinformatics.

Authors:  Robert C Gentleman; Vincent J Carey; Douglas M Bates; Ben Bolstad; Marcel Dettling; Sandrine Dudoit; Byron Ellis; Laurent Gautier; Yongchao Ge; Jeff Gentry; Kurt Hornik; Torsten Hothorn; Wolfgang Huber; Stefano Iacus; Rafael Irizarry; Friedrich Leisch; Cheng Li; Martin Maechler; Anthony J Rossini; Gunther Sawitzki; Colin Smith; Gordon Smyth; Luke Tierney; Jean Y H Yang; Jianhua Zhang
Journal:  Genome Biol       Date:  2004-09-15       Impact factor: 13.583

  3 in total

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