Bioconductor version: Release (3.14)
Statistical tests for label-free LC-MS/MS data by spectral counts, to discover differentially expressed proteins between two biological conditions. Three tests are available: Poisson GLM regression, quasi-likelihood GLM regression, and the negative binomial of the edgeR package.The three models admit blocking factors to control for nuissance variables.To assure a good level of reproducibility a post-test filter is available, where we may set the minimum effect size considered biologicaly relevant, and the minimum expression of the most abundant condition.
Author: Josep Gregori, Alex Sanchez, and Josep Villanueva
Maintainer: Josep Gregori i Font <josep.gregori at gmail.com>
Citation (from within R,
enter citation("msmsTests")
):
To install this package, start R (version "4.1") and enter:
if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("msmsTests")
For older versions of R, please refer to the appropriate Bioconductor release.
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("msmsTests")
R Script | msmsTests: controlling batch effects by blocking | |
R Script | msmsTests: post test filters to improve reproducibility | |
Reference Manual |
biocViews | ImmunoOncology, MassSpectrometry, Proteomics, Software |
Version | 1.32.0 |
In Bioconductor since | BioC 2.13 (R-3.0) (8.5 years) |
License | GPL-2 |
Depends | R (>= 3.0.1), MSnbase, msmsEDA |
Imports | edgeR, qvalue |
LinkingTo | |
Suggests | |
SystemRequirements | |
Enhances | |
URL | |
Depends On Me | |
Imports Me | MSnID |
Suggests Me | RforProteomics |
Links To Me | |
Build Report |
Follow Installation instructions to use this package in your R session.
Source Package | msmsTests_1.32.0.tar.gz |
Windows Binary | msmsTests_1.32.0.zip |
macOS 10.13 (High Sierra) | msmsTests_1.32.0.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/msmsTests |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/msmsTests |
Package Short Url | https://bioconductor.org/packages/msmsTests/ |
Package Downloads Report | Download Stats |
Old Source Packages for BioC 3.14 | Source Archive |
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