Changes in the type 2 diabetes gut mycobiome associate with metformin treatment across populations

Author:

Van Syoc Emily123ORCID,Nixon Michelle Pistner4,Silverman Justin D.3456,Luo Yuhong7,Gonzalez Frank J.7,Elbere Ilze8,Klovins Janis8ORCID,Patterson Andrew D.39ORCID,Rogers Connie J.10,Ganda Erika23ORCID

Affiliation:

1. Department of Biology, The Pennsylvania State University, University Park, Pennsylvania, USA

2. Department of Animal Science, The Pennsylvania State University, University Park, Pennsylvania, USA

3. One Health Microbiome Center, The Pennsylvania State University, University Park, Pennsylvania, USA

4. College of Information Sciences and Technology, The Pennsylvania State University, University Park, Pennsylvania, USA

5. Department of Statistics, The Pennsylvania State University, University Park, Pennsylvania, USA

6. Department of Medicine, The Pennsylvania State University, Hershey, Pennsylvania, USA

7. Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, Maryland, USA

8. Latvian Biomedical Research and Study Center, Riga, Latvia

9. Department of Veterinary and Biomedical Sciences, The Pennsylvania State University, University Park, Pennsylvania, USA

10. Department of Nutritional Sciences, University of Georgia, Athens, Georgia, USA

Abstract

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) is associated with compositional shifts in the gut bacterial microbiome and the mycobiome, the fungal portion of the microbiome. However, whether T2D and/or metformin treatment underpins fungal community changes is unresolved. To differentiate these effects, we curated a gut mycobiome cohort spanning 1,000 human samples across five countries and validated our findings in a murine experimental model. We use Bayesian multinomial logistic normal models to show that T2D and metformin both associate with shifts in the relative abundance of distinct gut fungi. T2D is associated 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 metformin 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. IMPORTANCE This is the largest to-date multi-country cohort characterizing the human gut mycobiome, and the first to investigate potential perturbations in gut fungi from oral pharmaceutical treatment. We demonstrate the reproducible effects of metformin treatment on the human and murine gut mycobiome and highlight a need to consider metformin as a confounding factor in investigations between type 2 diabetes mellitus and the gut microbial ecosystem.

Funder

PSU/NIDDK Integrative Analysis of Metabolic Phenotypes (IAMP) Predoctoral Training Program

USDA NIFA AFRI Predoctoral Fellowship

Penn State College of Agriculture Graduate Student Competitive Grant

Intramural Research Program of the National Cancer Institute

HHS | National Institutes of Health

USDA NIFA and Hatch Appropriation

Publisher

American Society for Microbiology

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