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bnem

This is the released version of bnem; for the devel version, see bnem.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14, 3.13

Training of logical models from indirect measurements of perturbation experiments


Bioconductor version: Release (3.23)

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).

Author: Martin Pirkl [aut, cre]

Maintainer: Martin Pirkl <martinpirkl at yahoo.de>

Citation (from within R, enter citation("bnem")):

Martin Pirkl. bnem: Training of logical models from indirect measurements of perturbation experiments. doi:10.18129/B9.bioc.bnem, R package version 1.20.0, https://bioconductor.org/packages/bnem.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

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

BiocManager::install("bnem")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("bnem")
bnem.html HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews GeneExpression, GeneRegulation, Network, NetworkInference, Pathways, Preprocessing, Software, SystemsBiology
Version1.20.0
In Bioconductor sinceBioC 3.13 (R-4.1) (5.5 years)
License GPL-3
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
System Requirements
URLhttps://github.com/MartinFXP/bnem/
Bug Reportshttps://github.com/MartinFXP/bnem/issues
See More
Suggests knitr, BiocGenerics, MatrixGenerics, BiocStyle, RUnit
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Build Report Build Report, r-universe

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package bnem_1.20.0.tar.gz
Windows Binary (x86_64) bnem_1.20.0.zip (64-bit only)
macOS Binary (big-sur-x86_64) bnem_1.20.0.tgz
macOS Binary (sonoma-arm64) bnem_1.20.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/bnem
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/bnem
Package Short Url https://bioconductor.org/packages/bnem/
Package Downloads ReportDownload Stats