Community Curation of Microbial Metabolites Enables Biological Insights of Metabolomics Data

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Authors: Helena Mannochio-Russo, Wilhan D. Goncalves Nunes, Shipei Xing, Fernanda de Oliveira, Andrés Mauricio Caraballo‐Rodríguez, Paulo Wender Portal Gomes, Vincent Charron-Lamoureux, Julius Agongo, Nicole E. Avalon, Tammy Bui, Lucia B. Cancelada, Marc G. Chevrette
+63 more Andrés Cumsille, Moysés de Araujo, Marilyn De Graeve, Victoria Deleray, Mohamed S. Donia, Mutsawashe B. Dzveta, Yasin El Abiead, Ronald J. Ellis, Donald Franklin, Neha Garg, Harsha Gouda, Claude Y. Hamany Djande, Anastasia E. Hiskia, Benjamin N. Ho, Chambers C. Hughes, Sunghoon Hwang, Sofia Iliakopoulou, Jennifer E. Iudicello, Alan K. Jarmusch, Triantafyllos Kaloudis, Irina Koester, Robert Konkel, Hector H F Koolen, Kine Eide Kvitne, Sabina Leanti La Rosa, Anny Lam, Santosh Lamichhane, Motseoa Mariam Lephatsi, Scott Lee Letendre, Sarolt Magyari, Hanna Mazur-Marzec, Daniel McDonald, Ipsita Mohanty, Mónica Monge-Loría, David J. Moore, Thiago André Moura Veiga, Musiwalo Samuel Mulaudzi, Lerato Pertunia Nephali, Griffith C. Nguyen, Martin Orságh, Abubaker Patan, Tomáš Pluskal, Phillip Byron Pope, Lívia Soman de Medeiros, Paolo Stincone, Andrej Tekel, Sydney P. Thomas, Ralph Riley Torres, Shirley M. Tsunoda, Fidele Tugizimana, Martijn H. J. R. van Faassen, Felipe Vásquez-Castro, Giovanni Andrea Vitale, Berenike C. Wagner, Crystal X. Wang, Sevasti‐Kiriaki Zervou, Haoqi Nina Zhao, Simone Zuffa, Daniel Petras, Laura‐Isobel McCall, Rob Knight, M. C. Wang, Pieter C. Dorrestein
Cited by: 2

Abstract

Microbial metabolites play a critical role in regulating ecosystems, including the human body and its microbiota. However, understanding the physiologically relevant role of these molecules, especially through liquid chromatography tandem mass spectrometry (LC-MS/MS)-based untargeted metabolomics, poses significant challenges and often requires manual parsing of a large amount of literature, databases, and webpages. To address this gap, we established the Collaborative Microbial Metabolite Center knowledgebase (CMMC-KB), a platform that fosters collaborative efforts within the scientific community to curate knowledge about microbial metabolites. The CMMC-KB aims to collect comprehensive information about microbial molecules originating from microbial biosynthesis, drug metabolism, exposure-related molecules, food, host-derived molecules, and, whenever available, their known activities. Molecules from other sources, including host-produced, dietary, and pharmaceutical compounds, are also included. By enabling direct integration of this knowledgebase with downstream analytical tools, including molecular networking, we can deepen insights into microbiota and their metabolites, ultimately advancing our understanding of microbial ecosystems.

Fields of Study & Subjects

Metabolomics and Mass Spectrometry Studies Gut microbiota and health Microbial Community Ecology and Physiology

Publication details

Journal / source
bioRxiv (Cold Spring Harbor Laboratory)
Publisher
openRxiv
Publication date
29 January 2026
Language
EN
Document type
Preprint