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An assessment of quality assurance/quality control efforts in high resolution mass spectrometry non-target workflows for analysis of environmental samples

Bastian Schulze, Young-Joon Jeon, Sarit Kaserzon, Amy L. Heffernan, Pradeep Dewapriya, Jake O’Brien, María José Gómez, Sara Ghorbani Gorji, Jochen F. Mueller, Kevin V. Thomas, Saer Samanipour

2020TrAC Trends in Analytical Chemistry159 citationsDOIOpen Access PDF

Abstract

The application of non-target analysis (NTA), a comprehensive approach to characterize unknown chemicals, including chemicals of emerging concern has seen a steady increase recently. Given the relative novelty of this type of analysis, robust quality assurance and quality control (QA/QC) measures are imperative to ensure quality and consistency of results obtained using different workflows. Due to fundamental differences to established targeted workflows, new or expanded approaches are necessary; for example to minimize the risk of losing potential substances of interest (i.e. false negatives, Type II error). We present an overview of QA/QC techniques for NTA workflows published to date, specifically focusing on the analysis of environmental samples using liquid chromatography coupled to HRMS. From a QA/QC perspective, we discuss methods used for each step of analysis: sample preparation, chromatography, mass spectrometry, and data processing. We then finish with a series of recommendations to improve the quality assurance of NTA workflows.

Topics & Concepts

WorkflowQuality assuranceComputer scienceNoveltyQuality (philosophy)Consistency (knowledge bases)Risk analysis (engineering)Data miningDatabaseEngineeringArtificial intelligenceOperations managementMedicineTheologyPhilosophyExternal quality assessmentEpistemologyMetabolomics and Mass Spectrometry StudiesAnalytical Chemistry and ChromatographyAdvanced Chemical Sensor Technologies
An assessment of quality assurance/quality control efforts in high resolution mass spectrometry non-target workflows for analysis of environmental samples | Litcius