articleFrontiers in GeneticsSep 25, 2019GOLD OA

pathfindR: An R Package for Comprehensive Identification of Enriched Pathways in Omics Data Through Active Subnetworks

Kent Hastanesi · Acıbadem Adana Hospital · +1 more institution

PubMed
Indexed incrossrefdoajpubmed

Abstract

Pathway analysis is often the first choice for studying the mechanisms underlying a phenotype. However, conventional methods for pathway analysis do not take into account complex protein-protein interaction information, resulting in incomplete conclusions. Previously, numerous approaches that utilize protein-protein interaction information to enhance pathway analysis yielded superior results compared to conventional methods. Hereby, we present pathfindR, another approach exploiting protein-protein interaction information and the first R package for active-subnetwork-oriented pathway enrichment analyses for class comparison omics experiments. Using the list of genes obtained from an omics experiment comparing…

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497
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Authors

3

Topics & keywords

Keywords
  • Pathway analysis
  • Subnetwork
  • Computational biology
  • Identification (biology)
  • Biological pathway
  • Protein–protein interaction
  • Interaction network
  • Computer science
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