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promor

Proteomics Data Analysis and Modeling Tools

v0.2.2 · Nov 11, 2025 · LGPL (>= 2.1)

Description

A comprehensive, user-friendly package for label-free proteomics data analysis and machine learning-based modeling. Data generated from 'MaxQuant' can be easily used to conduct differential expression analysis, build predictive models with top protein candidates, and assess model performance. promor includes a suite of tools for quality control, visualization, missing data imputation (Lazar et. al. (2016) <doi:10.1021/acs.jproteome.5b00981>), differential expression analysis (Ritchie et. al. (2015) <doi:10.1093/nar/gkv007>), and machine learning-based modeling (Kuhn (2008) <doi:10.18637/jss.v028.i05>).

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 3, 2026
ERROR 13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 3, 2026
ERROR r-devel-linux-x86_64-fedora-gcc

examples

Running examples in ‘promor-Ex.R’ failed
The error most likely occurred in:

> ### Name: heatmap_na
> ### Title: Visualize missing data
> ### Aliases: heatmap_na
> 
> ### ** Examples
> 
> ## Generate a raw_df object with default settings. No technica
...[truncated]...
t': HTTP status was '429 Unknown Error'
Error in file(file, "rt") : 
  cannot open the connection to 'https://raw.githubusercontent.com/caranathunge/promor_example_data/main/ed1.txt'
Calls: create_df -> read.csv -> read.table -> file
Execution halted
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Dependency Network

Dependencies Reverse dependencies reshape2 ggplot2 ggrepel gridExtra limma statmod pcaMethods VIM missForest caret kernlab xgboost naivebayes viridis pROC promor

Version History

new 0.2.2 Mar 10, 2026
updated 0.2.2 ← 0.2.1 diff Nov 10, 2025
updated 0.2.1 ← 0.2.0 diff Jul 17, 2023
updated 0.2.0 ← 0.1.1 diff Jan 16, 2023
updated 0.1.1 ← 0.1.0 diff Oct 31, 2022
new 0.1.0 Jul 19, 2022