MSstatsBioNet
Network Analysis for MS-based Proteomics Experiments
Bioconductor version: 3.23 · Package version: 1.4.1
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.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("MSstatsBioNet") Details
| Maintainer | Anthony Wu <wu.anthon@northeastern.edu> |
| Author | Anthony Wu [aut, cre] (ORCID: <https://orcid.org/0009-0001-7391-9902>), Olga Vitek [aut] (ORCID: <https://orcid.org/0000-0003-1728-1104>) |
| License | file LICENSE |
| URL | http://msstats.org, https://vitek-lab.github.io/MSstatsBioNet/ |
| Bug Reports | https://groups.google.com/forum/#!forum/msstats |
| Downloads rank | 186 |
| Source branch | RELEASE_3_23 |
| biocViews | ImmunoOncology, MassSpectrometry, Network, NetworkEnrichment, Proteomics, QualityControl, Software |
Documentation
- Filtering Subnetworks by Biological Context
- MSstatsBioNet Introduction
- PTM Analysis
- Visualization Engine with CytoscapeJS
Download
Dependencies
Depends: R (>= 4.4.0), MSstats
Imports: httr, jsonlite, r2r, tidyr, htmlwidgets, grDevices, stats, text2vec, stopwords, xml2, rentrez
Suggests: data.table, BiocStyle, knitr, rmarkdown, testthat (>= 3.0.0), mockery, MSstatsConvert, shiny
Reverse dependencies
Imports Me (1): MSstatsShiny