Scalability of mass spectrometry-based metabolomics for natural extracts libraries exploration: current status, challenges, and opportunities

Metabolomics
Liquid Chromatography-Tandem Mass Spectrometry
Natural Extracts
Authors
Affiliations

Adriano Rutz ORCID Scholia

ETH Zürich ROR logo Scholia

Wout Bittremieux ORCID Scholia

University of Antwerp ROR logo Scholia

Robin Schmid ORCID Scholia

Czech Academy of Sciences ROR logo Scholia

mzio GmbH

Olivier Cailloux ORCID Scholia

Université Paris-Dauphine, Université PSL ROR logo Scholia

Justin J. J. van der Hooft ORCID Scholia

Wageningen University & Research ROR logo Scholia

University of Johannesburg ROR logo Scholia

Mehdi A. Beniddir ORCID Scholia

Université Paris-Saclay ROR logo Scholia

Published

September 15, 2025

Doi
Abstract

This review explores the potential of bioinformatics and chemoinformatics tools to advance the exploration of natural extracts libraries (NELs). Although metabolomics has become a term used routinely in natural product (NP) research, the field remains focused on individual molecules or small sets of compounds, which restricts scalability. This narrow focus is mirrored in the computational handling of generated data, limiting broader insights. By challenging the traditional molecule-first paradigm—a framework historically shaped by practical constraints—we present our vision of using computational approaches to unlock the full potential of NELs, now and in the future.

References

Rutz, Adriano, Wout Bittremieux, Robin Schmid, Olivier Cailloux, Justin J. J. van der Hooft, and Mehdi A. Beniddir. 2025. “Scalability of Mass Spectrometry-Based Metabolomics for Natural Extracts Libraries Exploration: Current Status, Challenges, and Opportunities.” Natural Product Reports. https://doi.org/10.1039/d5np00034c.