Differential Network Analysis using Gene Pathways

Integrates pathway information into the differential network analysis of two gene expression datasets as described in Grimes, Potter, and Datta (2019) . 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.


Reference manual

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0.6.11 by Tyler Grimes, 2 months ago

Browse source code at https://github.com/cran/dnapath

Authors: Tyler Grimes [aut, cre] , Somnath Datta [aut]

Documentation:   PDF Manual  

GPL-2 | GPL-3 license

Imports Rcpp, corpcor, igraph, ggplot2, SeqNet, Rdpack, dplyr, tibble, stats, methods, curl, graphics, grDevices, utils

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

Linking to Rcpp, RcppArmadillo

System requirements: C++11

See at CRAN