The Dark Metabolome Debate

The Dark Metabolome Debate

Mass spectrometry does produce different ion forms, but claiming the metabolome is mostly known is misleading. Analysis LC-MS data of 30,000 chemical standards found fewer in-source fragments than expected, suggesting they’re not as prevalent in biological samples as some argue. Even within a well-studied US National Institute of Standards and Technology (NIST) human fecal reference standard dataset, a staggering 82% of molecules lacked annotations for any ion form when carefully grouped by retention time, MS/MS data, and peak shape. This compelling finding underscores that the dark metabolome remains a significant frontier for discovery, holding countless unannotated features that could potentially represent novel molecules or provide crucial biochemical insights.

Y El Abiead et al. Nat. Metab. (2025) doi: 10.1038/s42255-025-01239-4

The easy way to comprehensive structure elucidation​

SIRIUS is the comprehensive software solution for the high-throughput identification of small molecules from fragmentation mass spectrometry data. SIRIUS provides a comprehensive set of features spanning every step from feature detection to detailed result validation. It is designed to not only accurately characterize known compounds but also to confidently identify “unknown unknowns” in complex biological samples. 

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