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BioGPS and GXD: mouse gene expression data-the benefits and challenges of data integration.

Mammalian genome : official journal of the International Mammalian Genome Society | 2012

Mouse gene expression data are complex and voluminous. To maximize the utility of these data, they must be made readily accessible through databases, and those resources need to place the expression data in the larger biological context. Here we describe two community resources that approach these problems in different but complementary ways: BioGPS and the Mouse Gene Expression Database (GXD). BioGPS connects its large and homogeneous microarray gene expression reference data sets via plugins with a heterogeneous collection of external gene centric resources, thus casting a wide but loose net. GXD acquires different types of expression data from many sources and integrates these data tightly with other types of data in the Mouse Genome Informatics (MGI) resource, with a strong emphasis on consistency checks and manual curation. We describe and contrast the "loose" and "tight" data integration strategies employed by BioGPS and GXD, respectively, and discuss the challenges and benefits of data integration. BioGPS is freely available at http://biogps.org . GXD is freely available through the MGI web site ( www.informatics.jax.org ) or directly at www.informatics.jax.org/expression.shtml .

Pubmed ID: 22847375 RIS Download

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Associated grants

  • Agency: NICHD NIH HHS, United States
    Id: P41 HD062499
  • Agency: NIGMS NIH HHS, United States
    Id: R01 GM083924
  • Agency: NICHD NIH HHS, United States
    Id: HD062499
  • Agency: NIGMS NIH HHS, United States
    Id: GM083924

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GenitoUrinary Development Molecular Anatomy Project (tool)

RRID:SCR_001554

Project aggregates and provides experimental gene expression data from genito-urinary system. International consortium providing molecular atlas of gene expression for developing organs of GenitoUrinary (GU) tract. Mouse strains to facilitate developmental and functional studies within GU system. Experimental protocols and standard specifications. Tutorials describing GU organogenesis and primary data via database. Data are from large-scale in situ hybridization screens (wholemount and section) and microarray gene expression data of microdissected, laser-captured and FACS-sorted components of developing mouse genitourinary (GU) system.

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