AGORA2: Large scale reconstruction of the microbiome highlights wide-spread drug-metabolising capacities.
Almut HeinkeniD, Geeta Acharya, Dmitry A. RavcheeviD, Johannes HerteliD, Malgorzata Nyga, Onyedika Emmanuel OkpalaiD, Marcus Hogan, Stefanía MagnúsdóttiriD, Filippo MartinelliiD, German PreciatiD, Janaka N. EdirisingheiD, Christopher S. HenryiD, Ronan M. T. FlemingiD, Ines ThieleiD
Abstract
The human microbiome influences the efficacy and safety of a wide variety of commonly prescribed drugs, yet comprehensive systems-level approaches to interrogate drug-microbiome interactions are lacking. Here, we present a computational resource of human microbial genome-scale reconstructions, deemed AGORA2, which accounts for 7,206 strains, includes microbial drug degradation and biotransformation, and was extensively curated based on comparative genomics and literature searches. AGORA2 serves as a knowledge base for the human microbiome and as a metabolic modelling resource. We demonstrate the latter by mechanistically modelling microbial drug metabolism capabilities in single strains and pairwise models. Moreover, we predict the individual-specific drug conversion potential in a cohort of 616 colorectal cancer patients and controls. This analysis reveals that some drug activation capabilities are present in only a subset of individuals, moreover, drug conversion potential correlate with clinical parameters. Thus, AGORA2 paves the way towards personalised, predictive analysis of host-drug-microbiome interactions.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 37
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Linking interpersonal differences in gut microbiota composition and drug biotransformation activity
Eleonora Mastrorilli, Pamela Herd, … Michael Zimmermann·bioRxiv·Jan 21, 2026
- Systematic mapping of drug metabolism by the human gut microbiome
Pranatchareeya Chankhamjon, Bahar Javdan, … Mohamed S. Donia·bioRxiv·Feb 3, 2019
- A Functional Metabolomics Framework to Track Microbiome Drug Metabolism
Abzer Kelminal Pakkir Mohamed Shah, Anne Grießhammer, … Daniel Petras·bioRxiv·Feb 2, 2026
- Computational Analysis of the Gut Microbiota-Mediated Drug Metabolism
Sammie Chum, Alberto Naveira Montalvo, Soha Hassoun·Computational and Structural Biotechnology JournalPeer-reviewed·Jan 1, 2025
- Genome scale metabolic modelling of human gut microbes to inform rational community design
Juan Pablo Molina Ortiz, Dale David McClure, … Erin Rose Shanahan·Gut MicrobesPeer-reviewed·Jul 20, 2025
- A data-driven approach for predicting the impact of drugs on the human microbiome
Y. Algavi, E. Borenstein·bioRxiv·Oct 8, 2022