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DESCRIPTION
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Package: cogena
Version: 1.21.2
Title: co-expressed gene-set enrichment analysis
Authors@R: c(person("Zhilong", "Jia", role =c("aut", "cre"),
email="[email protected]"),
person("Michael", "Barnes", role = "aut", email="[email protected]"))
Description: cogena is a workflow for co-expressed gene-set enrichment analysis.
It aims to discovery smaller scale, but highly correlated cellular events that
may be of great biological relevance. A novel pipeline for drug discovery and
drug repositioning based on the cogena workflow is proposed. Particularly,
candidate drugs can be predicted based on the gene expression of disease-related
data, or other similar drugs can be identified based on the gene expression
of drug-related data. Moreover, the drug mode of action can be disclosed by
the associated pathway analysis. In summary, cogena is a flexible workflow for
various gene set enrichment analysis for co-expressed genes, with a focus on
pathway/GO analysis and drug repositioning.
biocViews: Clustering, GeneSetEnrichment, GeneExpression, Visualization,
Pathways, KEGG, GO, Microarray, Sequencing, SystemsBiology, DataRepresentation,
DataImport
Depends:
R (>= 3.6),
cluster,
ggplot2,
kohonen
Imports:
methods,
class,
gplots,
mclust,
amap,
apcluster,
foreach,
parallel,
doParallel,
fastcluster,
corrplot,
biwt,
Biobase,
reshape2,
stringr,
tibble,
tidyr,
dplyr,
devtools
Suggests:
knitr,
rmarkdown (>= 2.1)
Collate:
dist_class.R
genecl_class.R
cogena_class.R
Class_methods.R
cogena.R
upDownGene.R
PEI.R
sota.R
pClusters.R
coExp.R
clEnrich.R
clEnrich_one.R
enrichment.R
gene2set.R
geneInCluster.R
geneExpInCluster.R
corInCluster.R
gmt2list.R
gmtlist2file.R
heatmap.3.R
heatmapCluster.R
heatmapPEI.R
heatmapCmap.R
License: LGPL-3
LazyData: true
Encoding: UTF-8
URL: https://github.com/zhilongjia/cogena
NeedsCompilation: no
BugReports: https://github.com/zhilongjia/cogena/issues
VignetteBuilder: knitr
RoxygenNote: 7.0.2