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DESCRIPTION
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DESCRIPTION
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Package: cosmosR
Type: Package
Title: COSMOS (Causal Oriented Search of Multi-Omic Space)
Version: 1.9.1
Description: COSMOS (Causal Oriented Search of Multi-Omic Space) is a method
that integrates phosphoproteomics, transcriptomics, and metabolomics data sets
based on prior knowledge of signaling, metabolic, and gene regulatory
networks. It estimated the activities of transcrption factors and kinases
and finds a network-level causal reasoning. Thereby, COSMOS provides
mechanistic hypotheses for experimental observations across mulit-omics datasets.
Authors@R: c(
person(given = "Aurélien",
family = "Dugourd",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-0714-028X")),
person(given = "Attila",
family = "Gabor",
role = c("cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-0776-1182")),
person(given = "Katharina",
family = "Zirngibl",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-7518-0339")))
URL: https://github.com/saezlab/COSMOSR
BugReports: https://github.com/saezlab/COSMOSR/issues
Depends: R (>= 4.1)
License: GPL-3
Encoding: UTF-8
LazyData: false
RoxygenNote: 7.2.3
VignetteBuilder: knitr
Imports:
CARNIVAL,
dorothea,
dplyr,
GSEABase,
igraph,
progress,
purrr,
rlang,
stringr,
utils,
visNetwork,
decoupleR
Suggests:
testthat,
knitr,
rmarkdown,
htmltools,
markdown,
piano,
ggplot2,
stringi,
reshape2
biocViews: CellBiology, Pathways, Network, Proteomics, Metabolomics, Transcriptomics,
GeneSignaling