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Pirat

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

All Bioconductor versions of Pirat

3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20

Precursor or Peptide Imputation under Random Truncation

Bioconductor version: 3.24 · Package version: 1.7.0

Pirat enables the imputation of missing values (either MNARs or MCARs) in bottom-up LC-MS/MS proteomics data using a penalized maximum likelihood strategy. It does not require any parameter tuning, it models the instrument censorship from the data available. It accounts for sibling peptides correlations and it can leverage complementary transcriptomics measurements.

Author: Lucas Etourneau [cre, aut] ORCID iD ORCID: 0000-0002-8670-808X , Laura Fancello [aut], Manon Gaudin [aut], Samuel Wieczorek [aut] ORCID iD ORCID: 0000-0002-5016-1203 , Nelle Varoquaux [aut], Thomas Burger [aut]

Maintainer: Lucas Etourneau <lucas.etourneau at gmail.com>

DOI: 10.18129/B9.bioc.Pirat

Citation

From within R, enter citation("Pirat"):

Lucas Etourneau, Laura Fancello, Manon Gaudin, Samuel Wieczorek, Nelle Varoquaux, Thomas Burger. Pirat: Precursor or Peptide Imputation under Random Truncation. doi:10.18129/B9.bioc.Pirat, R package version 1.7.0, https://bioconductor.org/packages/Pirat.

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("Pirat")

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

Details

Version1.7.0
LicenseGPL-2
URLhttps://github.com/edyp-lab/Pirat
Bug Reportshttps://github.com/edyp-lab/Pirat/issues
Last updated2026-08-12
In Bioconductor sinceBioC 3.20 (R-4.4) (1 year)
Downloads rank1982 of 2,456
Source branchdevel
Build report Bioconductor build system, r-universe
biocViewsMassSpectrometry, Preprocessing, Proteomics, Software
Package Short Url https://bioconductor.org/packages/Pirat/

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("Pirat")
Pirat HTML R Script
Reference ManualPDF
NEWSText

Download

Follow the installation instructions to use this package in your R session.

Source packagePirat_1.7.0.tar.gz
Windows binary (x86_64)Pirat_1.7.0.zip
macOS binary (arm64)Pirat_1.7.0.tgz
macOS binary (x86_64)Pirat_1.7.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/Pirat
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/Pirat
Package Downloads ReportDownload Stats
Dependencies

Depends: R (>= 4.5.0)

Imports: basilisk, reticulate, progress, ggplot2, MASS, invgamma, grDevices, stats, graphics, SummarizedExperiment, S4Vectors

Suggests: knitr, BiocStyle

Reverse dependencies

Suggests Me (1): DaparToolshed