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cosmosR

COSMOS (Causal Oriented Search of Multi-Omic Space)

Bioconductor version: 3.23 · Package version: 1.20.0

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.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("cosmosR")

Details

MaintainerAurélien Dugourd <dugourd@ebi.ac.uk>
AuthorAurélien Dugourd [aut, cre] (ORCID: <https://orcid.org/0000-0002-0714-028X>), Attila Gabor [aut] (ORCID: <https://orcid.org/0000-0002-0776-1182>), Katharina Zirngibl [aut] (ORCID: <https://orcid.org/0000-0002-7518-0339>)
LicenseGPL-3
URLhttps://github.com/saezlab/COSMOSR
Bug Reportshttps://github.com/saezlab/COSMOSR/issues
Downloads rank324
Source branchRELEASE_3_23
biocViewsCellBiology, GeneSignaling, Metabolomics, Network, Pathways, Proteomics, Software, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 4.1)

Imports: CARNIVAL, dorothea, dplyr, GSEABase, igraph, progress, purrr, rlang, stringr, utils, visNetwork, decoupleR

Suggests: testthat, knitr, rmarkdown, htmltools, markdown, ggplot2, stringi, reshape2

Reverse dependencies

Imports Me (1): MetaProViz