Changes in the Type 2 diabetes gut mycobiome associate with metformin treatment across populations
E. Van Syoc, M. P. Nixon, J. D. Silverman, Y. Luo, F. J. Gonzalez, I. Elbere, J. Klovins, A. D. Patterson, C. J. Rogers, E. Ganda
Abstract
The human gut teems with a diverse ecosystem of microbes, yet non-bacterial portions of that community are overlooked in studies of metabolic diseases firmly linked to gut bacteria. Type 2 diabetes mellitus (T2D) associates with compositional shifts in the gut bacterial microbiome and fungal mycobiome, but whether T2D and/or pharmaceutical treatments underpin the community change is unresolved. To differentiate these effects, we curated a gut mycobiome cohort to-date spanning 1,000 human samples across 5 countries and a murine experimental model. We use Bayesian multinomial logistic normal models to show that metformin and T2D both associate with shifts in the relative abundance of distinct gut fungi. T2D associates with shifts in the Saccharomycetes and Sordariomycetes fungal classes, while the genera Fusarium and Tetrapisipora most consistently associate with metformin treatment. We confirmed the impact of metformin on individual gut fungi by administering metformin to healthy mice. Thus, metformin and T2D account for subtle, but significant and distinct variation in the gut mycobiome across human populations. This work highlights for the first time that oral pharmaceuticals can confound associations of gut fungi with T2D and warrants the need to consider pharmaceutical interventions in investigations of linkages between metabolic diseases and gut microbial inhabitants.
02 /Specification & Classification
Click any tag to browse matching papersReproducibility 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
- Metabolic modelling of the human gut microbiome in type 2 diabetes patients in response to metformin treatment
Bouchra Ezzamouri, Dorinês Rosário, … Saeed Shoaie·npj Systems Biology and ApplicationsPeer-reviewed·Jan 21, 2023
- Metformin strongly affects gut microbiome composition in high-fat diet-induced type 2 diabetes mouse model of both sexes
L. Silamikele, I. Silamikelis, … J. Klovins·bioRxiv·Oct 30, 2020
- Progressive shifts in the gut microbiome reflect prediabetes and diabetes development in a treatment-naive Mexican cohort
Christian Diener, María de Lourdes Reyes‐Escogido, … Rodolfo Guardado‐Mendoza·Frontiers in EndocrinologyPeer-reviewed·Jan 8, 2021
- Metabolic modelling reveals increased autonomy and antagonism in type 2 diabetic gut microbiota
A. Samer Kadibalban, Axel Künstner, … Christoph Kaleta·Molecular Systems BiologyPeer-reviewed·Apr 22, 2025
- Gut Microbiota Succession and Metabolic Pathway Remodeling in the Progression of Type 2 Diabetes Mellitus in Adult Rats
Yanchao Liu, Han Bao, … Tao Yan·bioRxiv·Jul 8, 2025
- Examining the composition of gut microbiota in a South African population: a comparative study between type 2 diabetes mellitus patients and non-diabetic individuals
Sara Mosima Pheeha, Justice Trésor Ngom, … Peter Suwirakwenda Nyasulu·bioRxiv·Jul 16, 2025