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BioinformaticsBioinformatics
Peer-reviewed journal article

MsQuality - an interoperable open-source packagefor the calculation of standardized quality metricsof mass spectrometry data

Thomas NaakeiD, Johannes RaineriD, Wolfgang K. HuberiD

PDFDOIPreprint

Abstract

MotivationMultiple factors can impact accuracy and reproducibility of mass spectrometry data. There is a need to integrate quality assessment and control into data analytic workflows. ResultsThe MsQuality package calculates 40 low-level quality metrics based on the controlled mzQC vocabulary defined by the HUPO-PSI on a single mass spectrometry-based measurement of a sample. It helps to identify low-quality measurements and track data quality. Its use of community-standard quality metrics facilitates comparability of quality assessment and control (QA/QC) criteria across datasets. AvailabilityThe R package MsQuality is available through Bioconductor at https://bioconductor.org/packages/MsQuality. Contactnaake@embl.de Supplementary informationSupplementary data are available online.

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