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PANEV: an R package for a pathway-based network visualization

Palombo V.
•
Milanesi M.
•
Sferra G.
altro
D'Andrea M.
2020
  • journal article

Periodico
BMC BIOINFORMATICS
Abstract
BACKGROUND: During the last decade, with the aim to solve the challenge of post-genomic and transcriptomic data mining, a plethora of tools have been developed to create, edit and analyze metabolic pathways. In particular, when a complex phenomenon is considered, the creation of a network of multiple interconnected pathways of interest could be useful to investigate the underlying biology and ultimately identify functional candidate genes affecting the trait under investigation. RESULTS: PANEV (PAthway NEtwork Visualizer) is an R package set for gene/pathway-based network visualization. Based on information available on KEGG, it visualizes genes within a network of multiple levels (from 1 to n) of interconnected upstream and downstream pathways. The network graph visualization helps to interpret functional profiles of a cluster of genes. CONCLUSIONS: The suite has no species constraints and it is ready to analyze genomic or transcriptomic outcomes. Users need to supply the list of candidate genes, specify the target pathway(s) and the number of interconnected downstream and upstream pathways (levels) required for the investigation. The package is available at https://github.com/vpalombo/PANEV.
DOI
10.1186/s12859-020-3371-7
Archivio
http://hdl.handle.net/11390/1174609
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85079083402
Diritti
open access
Soggetti
  • Data mining

  • Genomic and transcrip...

  • KEGG

  • Molecular pathway

  • Pathway visualization...

Scopus© citazioni
6
Data di acquisizione
Jun 14, 2022
Vedi dettagli
Web of Science© citazioni
14
Data di acquisizione
Mar 14, 2024
Visualizzazioni
2
Data di acquisizione
Apr 19, 2024
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