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MsQuality

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

MsQuality - Quality metric calculation from Spectra and MsExperiment objects


Bioconductor version: Development (3.19)

The MsQuality provides functionality to calculate quality metrics for mass spectrometry-derived, spectral data at the per-sample level. MsQuality relies on the mzQC framework of quality metrics defined by the Human Proteom Organization-Proteomics Standards Initiative (HUPO-PSI). These metrics quantify the quality of spectral raw files using a controlled vocabulary. The package is especially addressed towards users that acquire mass spectrometry data on a large scale (e.g. data sets from clinical settings consisting of several thousands of samples). The MsQuality package allows to calculate low-level quality metrics that require minimum information on mass spectrometry data: retention time, m/z values, and associated intensities. MsQuality relies on the Spectra package, or alternatively the MsExperiment package, and its infrastructure to store spectral data.

Author: Thomas Naake [aut, cre] , Johannes Rainer [aut]

Maintainer: Thomas Naake <thomasnaake at googlemail.com>

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

Installation

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


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("MsQuality")

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

Documentation

Reference Manual PDF

Details

biocViews MassSpectrometry, Metabolomics, Proteomics, QualityControl, Software
Version 1.3.2
In Bioconductor since BioC 3.17 (R-4.3) (1 year)
License GPL-3
Depends R (>= 4.2.0)
Imports BiocParallel(>= 1.32.0), ggplot2 (>= 3.3.5), htmlwidgets (>= 1.5.3), methods (>= 4.2.0), msdata(>= 0.32.0), MsExperiment(>= 0.99.0), plotly (>= 4.9.4.1), ProtGenerics(>= 1.24.0), rlang (>= 1.1.1), rmzqc (>= 0.5.0), shiny (>= 1.6.0), shinydashboard (>= 0.7.1), Spectra(>= 1.13.2), stats (>= 4.2.0), stringr (>= 1.4.0), tibble (>= 3.1.4), tidyr (>= 1.1.3), utils (>= 4.2.0)
System Requirements
URL https://www.github.com/tnaake/MsQuality/
See More
Suggests BiocGenerics(>= 0.24.0), BiocStyle(>= 2.6.1), dplyr (>= 1.0.5), knitr (>= 1.11), mzR(>= 2.32.0), rmarkdown (>= 2.7), S4Vectors(>= 0.29.17), testthat (>= 2.2.1)
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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/MsQuality
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/MsQuality
Package Short Url https://bioconductor.org/packages/MsQuality/
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