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bnem

Training of logical models from indirect measurements of perturbation experiments

Bioconductor version: 3.23 · Package version: 1.20.0

bnem combines the use of indirect measurements of Nested Effects Models (package mnem) with the Boolean networks of CellNOptR. Perturbation experiments of signalling nodes in cells are analysed for their effect on the global gene expression profile. Those profiles give evidence for the Boolean regulation of down-stream nodes in the network, e.g., whether two parents activate their child independently (OR-gate) or jointly (AND-gate).

Installation

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

BiocManager::install("bnem")

Details

MaintainerMartin Pirkl <martinpirkl@yahoo.de>
AuthorMartin Pirkl [aut, cre]
LicenseGPL-3
URLhttps://github.com/MartinFXP/bnem/
Bug Reportshttps://github.com/MartinFXP/bnem/issues
Downloads rank270
Source branchRELEASE_3_23
biocViewsGeneExpression, GeneRegulation, Network, NetworkInference, Pathways, Preprocessing, Software, SystemsBiology

Documentation

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Dependencies

Depends: R (>= 4.1)

Imports: CellNOptR, matrixStats, snowfall, Rgraphviz, cluster, flexclust, stats, RColorBrewer, epiNEM, mnem, Biobase, methods, utils, graphics, graph, affy, binom, limma, sva, vsn, rmarkdown

Suggests: knitr, BiocGenerics, MatrixGenerics, BiocStyle, RUnit