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TraianProt

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

Bioconductor version: 3.24 · Package version: 0.99.17

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.

Installation

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

BiocManager::install("TraianProt")

Details

MaintainerSamuel de la Camara Fuentes <sdelacam@ucm.es>
AuthorSamuel de la Camara Fuentes [aut, cre] (ORCID: <https://orcid.org/0000-0001-6718-5896>)
LicenseGPL (>= 3)
URLhttps://github.com/SamueldelaCamaraFuentes/TraianProt
Bug Reportshttps://github.com/SamueldelaCamaraFuentes/TraianProt/issues
Downloads rank41
Source branchdevel
biocViewsDataImport, DifferentialExpression, GO, MassSpectrometry, Normalization, Proteomics, Software

Documentation

Download

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

Source packageTraianProt_0.99.17.tar.gz
Windows binary (x86_64)TraianProt_0.99.17.zip
macOS binary (arm64)TraianProt_0.99.17.tgz
macOS binary (x86_64)TraianProt_0.99.17.tgz
Dependencies

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

Suggests: knitr, BiocStyle, testthat