Nature Communications (Feb 2020)

Integrative pathway enrichment analysis of multivariate omics data

  • Marta Paczkowska,
  • Jonathan Barenboim,
  • Nardnisa Sintupisut,
  • Natalie S. Fox,
  • Helen Zhu,
  • Diala Abd-Rabbo,
  • Miles W. Mee,
  • Paul C. Boutros,
  • PCAWG Drivers and Functional Interpretation Working Group,
  • Jüri Reimand,
  • PCAWG Consortium

DOI
https://doi.org/10.1038/s41467-019-13983-9
Journal volume & issue
Vol. 11, no. 1
pp. 1 – 16

Abstract

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Multi-omics datasets pose major challenges to data interpretation and hypothesis generation owing to their high-dimensional molecular profiles. Here, the authors develop ActivePathways method, which uses data fusion techniques for integrative pathway analysis of multi-omics data and candidate gene discovery.