747f1150 |
Package: DEsubs
|
cc9d3333 |
Version: 1.20.0
|
2ce1cf00 |
Date: 2017-07-23
|
747f1150 |
Title: DEsubs: an R package for flexible identification of
differentially expressed subpathways using RNA-seq expression
experiments
Author: Aristidis G. Vrahatis and Panos Balomenos
|
2ce1cf00 |
Maintainer: Aristidis G. Vrahatis <agvrahatis@upatras.gr>, Panos Balomenos <balomenos@upatras.gr>
|
747f1150 |
Description: DEsubs is a network-based systems biology package that
extracts disease-perturbed subpathways within a pathway network
as recorded by RNA-seq experiments. It contains an extensive
and customizable framework covering a broad range of operation
modes at all stages of the subpathway analysis, enabling a
case-specific approach. The operation modes refer to the
pathway network construction and processing, the subpathway
extraction, visualization and enrichment analysis with regard
to various biological and pharmacological features. Its
capabilities render it a tool-guide for both the modeler and
experimentalist for the identification of more robust
systems-level biomarkers for complex diseases.
Depends: R (>= 3.3), locfit
SystemRequirements:
License: GPL-3
Repository: Bioconductor
Date/Publication:
NeedsCompilation: no
LazyLoad: yes
|
6e47f7bb |
Imports: graph, igraph, RBGL, circlize, limma, edgeR, EBSeq,
|
8bff392a |
NBPSeq, stats, grDevices, graphics, pheatmap, utils,
|
747f1150 |
ggplot2, Matrix, jsonlite, tools, DESeq2, methods
|
fe35de3b |
Suggests: RUnit, BiocGenerics, knitr, rmarkdown
|
747f1150 |
VignetteBuilder: knitr
biocViews: SystemsBiology, GraphAndNetwork, Pathways, KEGG,
GeneExpression, NetworkEnrichment, Network, RNASeq,
|
253a96e2 |
DifferentialExpression, Normalization, ImmunoOncology
|