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TimiRGeN

This package is deprecated. It will probably be removed from Bioconductor. Please refer to the package end-of-life guidelines for more information.

Time sensitive microRNA-mRNA integration, analysis and network generation tool


Bioconductor version: Release (3.19)

TimiRGeN (Time Incorporated miR-mRNA Generation of Networks) is a novel R package which functionally analyses and integrates time course miRNA-mRNA differential expression data. This tool can generate small networks within R or export results into cytoscape or pathvisio for more detailed network construction and hypothesis generation. This tool is created for researchers that wish to dive deep into time series multi-omic datasets. TimiRGeN goes further than many other tools in terms of data reduction. Here, potentially hundreds-of-thousands of potential miRNA-mRNA interactions can be whittled down into a handful of high confidence miRNA-mRNA interactions affecting a signalling pathway, across a time course.

Author: Krutik Patel [aut, cre]

Maintainer: Krutik Patel <nkp68 at newcastle.ac.uk>

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

Installation

To install this package, start R (version "4.4") and enter:


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

BiocManager::install("TimiRGeN")

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

Documentation

Reference Manual PDF

Details

biocViews Clustering, Network, Pathways, Software, TimeCourse, Visualization, miRNA
Version 1.14.0
In Bioconductor since BioC 3.12 (R-4.0) (3.5 years)
License GPL-3
Depends R (>= 4.3), Mfuzz, MultiAssayExperiment
Imports biomaRt, clusterProfiler, dplyr (>= 0.8.4), FreqProf, gtools (>= 3.8.1), gplots, ggdendro, gghighlight, ggplot2, graphics, grDevices, igraph (>= 1.2.4.2), RCy3, readxl, reshape2, rWikiPathways, scales, stats, tidyr (>= 1.0.2), stringr (>= 1.4.0)
System Requirements
URL https://github.com/Krutik6/TimiRGeN/
Bug Reports https://github.com/Krutik6/TimiRGeN/issues
See More
Suggests BiocManager, kableExtra, knitr (>= 1.27), org.Hs.eg.db, org.Mm.eg.db, testthat, rmarkdown
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Package Archives

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

Source Package
Windows Binary
macOS Binary (x86_64)
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/TimiRGeN
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/TimiRGeN
Package Short Url https://bioconductor.org/packages/TimiRGeN/
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