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DESCRIPTION
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DESCRIPTION
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Package: GenomicSuperSignature
Title: Interpretation of RNA-seq experiments through robust, efficient
comparison to public databases
Authors@R: c(
person("Sehyun", "Oh", email = "[email protected]", role = c("aut","cre")),
person("Levi", "Waldron", role = "aut"),
person("Sean", "Davis", email = "[email protected]", role = "aut"))
Version: 1.9.0
Date: 2022-9-28
Description: This package provides a novel method for interpreting new
transcriptomic datasets through near-instantaneous comparison to public
archives without high-performance computing requirements. Through the
pre-computed index, users can identify public resources associated with
their dataset such as gene sets, MeSH term, and publication. Functions to
identify interpretable annotations and intuitive visualization options are
implemented in this package.
Depends:
R (>= 4.1.0),
SummarizedExperiment
Imports:
ComplexHeatmap,
ggplot2,
methods,
S4Vectors,
Biobase,
ggpubr,
dplyr,
plotly,
BiocFileCache,
grid,
flextable,
irlba
Suggests:
knitr,
rmarkdown,
devtools,
roxygen2,
pkgdown,
usethis,
BiocStyle,
testthat,
forcats,
stats,
wordcloud,
circlize,
EnrichmentBrowser,
clusterProfiler,
msigdbr,
cluster,
RColorBrewer,
reshape2,
tibble,
BiocManager,
bcellViper,
readr,
utils
License: Artistic-2.0
biocViews:
Transcriptomics,
SystemsBiology,
PrincipalComponent,
RNASeq,
Sequencing,
Pathways,
Clustering
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.2.1
VignetteBuilder: knitr
URL: https://github.com/shbrief/GenomicSuperSignature
BugReports: https://github.com/shbrief/GenomicSuperSignature/issues
Collate:
'GenomicSignatures-class.R'
'GenomicSignatures-methods.R'
'PCAGenomicSignatures-methods.R'
'annotatePC.R'
'annotateRAV.R'
'availableRAVmodel.R'
'buildAvgLoading.R'
'calculateScore.R'
'data.R'
'drawWordcloud.R'
'extractPC.R'
'findSignature.R'
'findStudiesInCluster.R'
'getMetadata.R'
'getModel.R'
'heatmapTable.R'
'plotAnnotatedPCA.R'
'plotValidate.R'
'rmNaInf.R'
'sampleScoreHeatmap.R'
'subsetEnrichedPathways.R'
'utils.R'
'validate.R'
'validatedSignatures.R'