CRAN/E | dnapath

dnapath

Differential Network Analysis using Gene Pathways

Installation

About

Integrates pathway information into the differential network analysis of two gene expression datasets as described in Grimes, Potter, and Datta (2019) doi:10.1038/s41598-019-41918-3. Provides summary functions to break down the results at the pathway, gene, or individual connection level. The differential networks for each pathway of interest can be plotted, and the visualization will highlight any differentially expressed genes and all of the gene-gene associations that are significantly differentially connected.

Citation dnapath citation info
System requirements C++11

Key Metrics

Version 0.7.4
R ≥ 3.6
Published 2022-05-09 711 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks dnapath results

Downloads

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Maintainer

Maintainer

Tyler Grimes

tyler.grimes@unf.edu

Authors

Tyler Grimes

aut / cre

Somnath Datta

aut

Material

Reference manual
Package source

Vignettes

Introduction to dnapath
Package datasets

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

Old Sources

dnapath archive

Depends

R ≥ 3.6

Imports

Rcpp ≥ 1.0.1
corpcor
igraph
ggplot2
SeqNet
Rdpack
dplyr
tibble
stats
methods
curl
graphics
grDevices
gtools
utils
wCorr
parallel

Suggests

testthat ≥ 2.1.0
knitr
rmarkdown
markdown
xml2
readr
bc3net
DWLasso
huge
GENIE3
minet
AnnotationDbi
reactome.db
biomaRt

LinkingTo

Rcpp
RcppArmadillo