CRAN/E | LEANR

LEANR

Finds "Local Subnetworks" Within an Interaction Network which Show Enrichment for Differentially Expressed Genes

Installation

About

Implements the method described in "Network-based analysis of omics data: The LEAN method" [Gwinner Boulday (2016) doi:10.1093/bioinformatics/btw676] Given a protein interaction network and a list of p-values describing a measure of interest (as e.g. differential gene expression) this method computes an enrichment p-value for the protein neighborhood of each gene and compares it to a background distribution of randomly drawn p-values. The resulting scores are corrected for multiple testing and significant hits are returned in tabular format.

Key Metrics

Version 1.4.9
R ≥ 2.14
Published 2016-11-12 2721 days ago
Needs compilation? no
License GPL-3
CRAN checks LEANR results

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Maintainer

Maintainer

Frederik Gwinner

frederik.gwinner@gmail.com

Authors

Frederik Gwinner

Material

README
Reference manual
Package source

Vignettes

LEAN on CCM data
LEAN on simulated subnetworks

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.14
igraph ≥ 0.7.1
foreach ≥ 1.4.2

Suggests

knitr
doMC
rmarkdown
ROCR
testthat