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      inSilicoDb: an R/Bioconductor package for accessing human Affymetrix expert-curated datasets from GEO.

      Bioinformatics
      Databases, Genetic, Gene Expression Profiling, Humans, Oligonucleotide Array Sequence Analysis, Software

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          Abstract

          Microarray technology has become an integral part of biomedical research and increasing amounts of datasets become available through public repositories. However, re-use of these datasets is severely hindered by unstructured, missing or incorrect biological samples information; as well as the wide variety of preprocessing methods in use. The inSilicoDb R/Bioconductor package is a command-line front-end to the InSilico DB, a web-based database currently containing 86 104 expert-curated human Affymetrix expression profiles compiled from 1937 GEO repository series. The use of this package builds on the Bioconductor project's focus on reproducibility by enabling a clear workflow in which not only analysis, but also the retrieval of verified data is supported.

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          Author and article information

          Journal
          21937664
          10.1093/bioinformatics/btr529

          Chemistry
          Databases, Genetic,Gene Expression Profiling,Humans,Oligonucleotide Array Sequence Analysis,Software

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