4.6 Article

attract: A Method for Identifying Core Pathways That Define Cellular Phenotypes

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PLOS ONE
卷 6, 期 10, 页码 -

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PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pone.0025445

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资金

  1. US National Human Genome Research Institute [P50-HG004233]
  2. Griffith University
  3. Harvard Club of Australia Foundation
  4. US National Library of Medicine [R01-LM010129]
  5. Australian Research Council [LX0882502]
  6. Australian Stem Cell Centre
  7. National Health and Medical Research Council Australia [481945]
  8. Australian Research Council [LX0882502] Funding Source: Australian Research Council

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attract is a knowledge-driven analytical approach for identifying and annotating the gene-sets that best discriminate between cell phenotypes. attract finds distinguishing patterns within pathways, decomposes pathways into meta-genes representative of these patterns, and then generates synexpression groups of highly correlated genes from the entire transcriptome dataset. attract can be applied to a wide range of biological systems and is freely available as a Bioconductor package and has been incorporated into the MeV software system.

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