SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information

Kai Dührkop,Markus Fleischauer,M. Ludwig,A. Aksenov,A. Melnik,Marvin Meusel,P. Dorrestein,Juho Rousu,Sebastian Böcker

Published 2019 in Nature Methods

ABSTRACT

Mass spectrometry is a predominant experimental technique in metabolomics and related fields, but metabolite structural elucidation remains highly challenging. We report SIRIUS 4 (https://bio.informatik.uni-jena.de/sirius/), which provides a fast computational approach for molecular structure identification. SIRIUS 4 integrates CSI:FingerID for searching in molecular structure databases. Using SIRIUS 4, we achieved identification rates of more than 70% on challenging metabolomics datasets. SIRIUS 4 is a fast and highly accurate tool for molecular structure interpretation from mass-spectrometry-based metabolomics data.

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