Shinyscreen: Mass Spectrometry Data Inspection and Quality Checking Utility

21 March 2025, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Shinyscreen is an R package and Shiny-based web application designed for the exploration, visualization, and quality assessment of raw data from high resolution mass spectrometry instruments. Its versatile compound or mass list-based approach supports the curation of data starting from either known or “suspected” compounds (compound-based screening), or detected masses (mass list-based screening), making it adaptable to diverse analytical needs (target, suspect or non-target screening). Shinyscreen can be operated in multiple modes, including as an R package, an interactive command-line tool, a self-documented web GUI, or a network-deployable service. Shinyscreen has been applied in environmental research, database enrichment, and educational initiatives, showcasing its broad utility. Shinyscreen is available in GitLab (https://gitlab.com/uniluxembourg/lcsb/eci/shinyscreen) under the Apache License 2.0. The repository contains detailed instructions for deployment and use. Additionally, a pre-configured Docker image, designed for seamless installation and operation is available, with instructions also provided in the main repository.

Keywords

High resolution mass spectrometry
Shiny
spectral data analysis
data processing
visualisation
MetFrag
compound identification
non-targeted analysis
Docker.

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