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MSstatsBioNet

This is the development version of MSstatsBioNet; for the stable release version, see MSstatsBioNet.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21

Network Analysis for MS-based Proteomics Experiments


Bioconductor version: Development (3.24)

A set of tools for network analysis using mass spectrometry-based proteomics data and network databases. The package takes as input the output of MSstats differential abundance analysis and provides functions to perform enrichment analysis and visualization in the context of prior knowledge from past literature. Notably, this package integrates with INDRA, which is a database of biological networks extracted from the literature using text mining techniques.

Author: Anthony Wu [aut, cre] ORCID iD ORCID: 0009-0001-7391-9902 , Olga Vitek [aut] ORCID iD ORCID: 0000-0003-1728-1104

Maintainer: Anthony Wu <wu.anthon at northeastern.edu>

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

Anthony Wu, Olga Vitek. MSstatsBioNet: Network Analysis for MS-based Proteomics Experiments. doi:10.18129/B9.bioc.MSstatsBioNet, R package version 1.5.4, https://bioconductor.org/packages/MSstatsBioNet.

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")

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

BiocManager::install("MSstatsBioNet")

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("MSstatsBioNet")
MSstatsBioNet: Visualization Engine with CytoscapeJS HTML R Script
Filtering Subnetworks by Biological Context HTML R Script
MSstatsBioNet: Introduction HTML R Script
MSstatsBioNet: PTM Analysis HTML R Script
Reference ManualPDF
NEWSText
LICENSEText

Details

biocViews ImmunoOncology, MassSpectrometry, Network, NetworkEnrichment, Proteomics, QualityControl, Software
Version1.5.4
In Bioconductor sinceBioC 3.21 (R-4.5) (1.5 years)
License file LICENSE
Depends R (>= 4.4.0), MSstats
Imports httr, jsonlite, r2r, tidyr, htmlwidgets, grDevices, stats, text2vec, stopwords, xml2, rentrez, methods
System Requirements
URLhttp://msstats.org https://vitek-lab.github.io/MSstatsBioNet/
Bug Reportshttps://groups.google.com/forum/#!forum/msstats
See More
Suggests data.table, BiocStyle, knitr, rmarkdown, testthat (>= 3.1.7), mockery, MSstatsConvert, shiny
Linking To
Enhances
Depends On Me
Imports Me MSstatsShiny
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package MSstatsBioNet_1.5.4.tar.gz
Windows Binary (x86_64) MSstatsBioNet_1.5.4.zip
macOS Binary (big-sur-x86_64) MSstatsBioNet_1.5.4.tgz
macOS Binary (sonoma-arm64) MSstatsBioNet_1.5.4.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/MSstatsBioNet
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/MSstatsBioNet
Package Short Url https://bioconductor.org/packages/MSstatsBioNet/
Package Downloads ReportDownload Stats