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TraianProt

This is the development version of TraianProt; to use it, please install the devel version of Bioconductor.

TraianProt: a user-friendly R package for wide format proteomics data downstream analysis


Bioconductor version: Development (3.24)

A proteomics data analysis platform that enables the analysis of both label-free and labeled data from Data-Dependent or Data-Independent Acquisition mass spectrometry mode, supporting MaxQuant, MSFragger, DIA-NN, ProteoScape, and Proteome Discoverer output formats. TraianProt provides a comprehensive suite of stepwise downstream analysis modules, which includes data filtering, normalization procedures, and missing value imputation strategies. The platform also incorporates robust statistical frameworks for differential expression testing, with peptide-spectrum match level correction, thereby enhancing the reliability of biological interpretations.

Author: Samuel de la Camara Fuentes [aut, cre] ORCID iD ORCID: 0000-0001-6718-5896

Maintainer: Samuel de la Camara Fuentes <sdelacam at ucm.es>

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

Samuel de la Camara Fuentes. TraianProt: TraianProt: a user-friendly R package for wide format proteomics data downstream analysis. doi:10.18129/B9.bioc.TraianProt, R package version 0.99.17, https://bioconductor.org/packages/TraianProt.

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("TraianProt")

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("TraianProt")
TraianProt HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews DataImport, DifferentialExpression, GO, MassSpectrometry, Normalization, Proteomics, Software
Version0.99.17
In Bioconductor sinceBioC 3.24 (R-4.6)
License GPL (>= 3)
Depends
Imports dplyr, ggplot2, ggrepel, ggExtra, VennDiagram, pheatmap, VIM, grid, wrProteo, wrMisc, gplots, gprofiler2, writexl, readxl, data.table, igraph, stringr, limma, methods, grDevices, graphics, stats, matrixStats, tidyr, tibble, DEqMS, plotly, DOSE, enrichplot, STRINGdb, Rtsne, shiny, shinyWidgets, shinydashboard, DT, rmarkdown, clusterProfiler, SummarizedExperiment
System Requirements
URLhttps://github.com/SamueldelaCamaraFuentes/TraianProt
Bug Reportshttps://github.com/SamueldelaCamaraFuentes/TraianProt/issues
See More
Suggests knitr, BiocStyle, testthat
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Build Report Build Report, r-universe

Package Archives

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

Source Package TraianProt_0.99.17.tar.gz
Windows Binary (x86_64) TraianProt_0.99.17.zip
macOS Binary (big-sur-x86_64) TraianProt_0.99.17.tgz
macOS Binary (sonoma-arm64) TraianProt_0.99.17.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/TraianProt
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/TraianProt
Package Short Url https://bioconductor.org/packages/TraianProt/
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