Preprint

·2018 OPEN ACCESS

pathfindR: An R Package for Pathway Enrichment Analysis Utilizing Active Subnetworks

Ege Ülgen , Ozan Özışık YTU , Osman Uğur Sezerman

bioRxiv (Cold Spring Harbor Laboratory)

Abstract

Abstract Summary PathfindR is a tool for pathway enrichment analysis utilizing active subnetworks. It identifies gene sets that form active subnetworks in a protein-protein interaction network using a list of genes provided by the user. It then performs pathway enrichment analyses on the identified gene sets. Further, using the R package pathview, it maps the user data on the enriched pathways and renders pathway diagrams with the mapped genes. Because many of the enriched pathways are usually biologically related, pathfindR also offers functionality to cluster these pathways and identify representative pathways in the clusters. PathfindR is built as a stand-alone package but it can easily be integrated with other tools, such as differential expression/methylation analysis tools, for building fully automated pipelines. In this article, an overview of pathfindR is provided and an example application on a rheumatoid arthritis dataset is presented and discussed. Availability The package is freely available under MIT license at: https://github.com/egeulgen/pathfindR

Keywords

Computer science Computational biology R package MIT License Biological pathway Gene License Data mining Biology Programming language Genetics Gene expression

Subject Areas

Bioinformatics and Genomic Networks ·Molecular Biology ·Life Sciences
Rheumatoid Arthritis Research and Therapies ·Rheumatology ·Health Sciences
Chronic Lymphocytic Leukemia Research ·Genetics ·Health Sciences

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