Enhancing tandem mass spectrometry-based metabolite annotation with online chemical labeling

G Giovanni Andrea Vitale S Shu-Ning Xia K Kai Dührkop M Mohammad Reza Zare Shahneh H Heike Brötz-Oesterhelt Y Yvonne Mast C Corinna Brungs S Sebastian Böcker R Robin Schmid M Mingxun Wang C Chambers C. Hughes (Cluster of Excellence “Controlling Microbes to Fight Infections” (Excellence Cluster 2124), Interfaculty Institute of Microbiology and Infection Medicine, University of Tübingen) D Daniel Petras (Cluster of Excellence “Controlling Microbes to Fight Infections” (Excellence Cluster 2124), Interfaculty Institute of Microbiology and Infection Medicine, University of Tübingen)

Abstract

Abstract Metabolite identification in non-targeted mass spectrometry-based metabolomics remains a major challenge due to limited spectral library coverage and difficulties in predicting metabolite fragmentation patterns. Here, we introduce Multiplexed Chemical Metabolomics (MCheM), which employs orthogonal post-column derivatization reactions integrated into a unified mass spectrometry data framework. MCheM generates orthogonal structural information that substantially improves metabolite annotation through in silico spectrum matching and open-modification searches, offering a powerful new toolbox for the structure elucidation of unknown metabolites at scale.

Article Details

Volume / Issue Vol. 16, Issue 1
Published July 26, 2025
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (12)

G

Giovanni Andrea Vitale

S

Shu-Ning Xia

K

Kai Dührkop

M

Mohammad Reza Zare Shahneh

H

Heike Brötz-Oesterhelt

Y

Yvonne Mast

C

Corinna Brungs

S

Sebastian Böcker

R

Robin Schmid

M

Mingxun Wang

C

Chambers C. Hughes

Cluster of Excellence “Controlling Microbes to Fight Infections” (Excellence Cluster 2124), Interfaculty Institute of Microbiology and Infection Medicine, University of Tübingen

D

Daniel Petras

Cluster of Excellence “Controlling Microbes to Fight Infections” (Excellence Cluster 2124), Interfaculty Institute of Microbiology and Infection Medicine, University of Tübingen