Related Experiment Video
Updated: Nov 9, 2025

Author Spotlight: Advancing Metabolomics Analysis of Rare Hematopoietic Stem Cells
Published on: February 23, 2024
mzRAPP: a tool for reliability assessment of data pre-processing in non-targeted metabolomics
Yasin El Abiead1, Maximilian Milford1, Reza M Salek2
1Department of Analytical Chemistry, University of Vienna, Vienna 1090, Austria.
Summary:
Reliability assessment of automated pre-processing of liquid chromatography-high resolution mass spectrometry data presents a significant challenge. Here, we present a tool named mzRAPP, which generates and validates a benchmark from user-supplied information and later utilizes it for reliability assessment of data pre-processing. As a result, mzRAPP produces several performance metrics for different steps of the pre-processing workflow, supporting five of the most commonly used pre-processing tools.
Availability And Implementation:
mzRAPP is implemented in R and can be downloaded from GitHub under GNU GPL v.3.0 licence. Extensive documentation, background and examples are available at (https://github.com/YasinEl/mzRAPP).
Supplementary Information:
Supplementary data are available at Bioinformatics online.

