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
| Maintainer | Aurélien Dugourd <dugourd@ebi.ac.uk> |
| Author | Aurélien 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>) |
| License | GPL-3 |
| URL | https://github.com/saezlab/COSMOSR |
| Bug Reports | https://github.com/saezlab/COSMOSR/issues |
| Downloads rank | 324 |
| Source branch | RELEASE_3_23 |
| biocViews | CellBiology, GeneSignaling, Metabolomics, Network, Pathways, Proteomics, Software, Transcriptomics |
Documentation
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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