pathfindR: An R Package for Comprehensive Identification of Enriched Pathways in Omics Data Through Active Subnetworks
Kent Hastanesi · Acıbadem Adana Hospital · +1 more institution
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…
Citation impact
- FWCI
- 13.41
- Percentile
- 100%
- References
- 180
Authors
3Topics & keywords
- Pathway analysis
- Subnetwork
- Computational biology
- Identification (biology)
- Biological pathway
- Protein–protein interaction
- Interaction network
- Computer science