A1 Refereed original research article in a scientific journal
Role of Gut Microbiota in Statin-Associated New-Onset Diabetes—a Cross-Sectional and Prospective Analysis of the FINRISK 2002 Cohort
Authors: Koponen, Kari; Kambur, Oleg; Joseph, Bijoy; Ruuskanen, Matti O.; Jousilahti, Pekka; Salido, Rodolfo; Brennan, Caitriona; Jain, Mohit; Meric, Guillaume; Inouye, Michael; Lahti, Leo; Niiranen, Teemu; Havulinna, Aki S.; Knight, Rob; Salomaa, Veikko
Publication year: 2024
Journal: Arteriosclerosis, Thrombosis, and Vascular Biology
Volume: 44
Issue: 2
First page : 477
Last page: 477
DOI: https://doi.org/10.1161/ATVBAHA.123.319458
Publication's open availability at the time of reporting: Open Access
Publication channel's open availability : Partially Open Access publication channel
Web address : https://www.ahajournals.org/doi/10.1161/ATVBAHA.123.319458
Self-archived copy’s web address: https://research.utu.fi/converis/portal/detail/Publication/380583625
Self-archived copy's licence: CC BY NC ND
Self-archived copy's version: Publisher`s PDF
Background:
Dyslipidemia is treated effectively with statins, but treatment has the potential to induce new-onset type-2 diabetes. Gut microbiota may contribute to this outcome variability. We assessed the associations of gut microbiota diversity and composition with statins. Bacterial associations with statin-associated new-onset type-2 diabetes (T2D) risk were also prospectively evaluated.
Methods:We examined shallow-shotgun-sequenced fecal samples from 5755 individuals in the FINRISK-2002 population cohort with a 17+-year-long register-based follow-up. Alpha-diversity was quantified using Shannon index and beta-diversity with Aitchison distance. Species-specific differential abundances were analyzed using general multivariate regression. Prospective associations were assessed with Cox regression. Applicable results were validated using gradient boosting.
Results:Statin use associated with differing taxonomic composition (R2, 0.02%; q=0.02) and 13 differentially abundant species in fully adjusted models (MaAsLin; q<0.05). The strongest positive association was with Clostridium sartagoforme (β=0.37; SE=0.13; q=0.02) and the strongest negative association with Bacteroides cellulosilyticus (β=−0.31; SE=0.11; q=0.02). Twenty-five microbial features had significant associations with incident T2D in statin users, of which only Bacteroides vulgatus (HR, 1.286 [1.136–1.457]; q=0.03) was consistent regardless of model adjustment. Finally, higher statin-associated T2D risk was seen with [Ruminococcus] torques (ΔHRstatins, +0.11; q=0.03), Blautia obeum (ΔHRstatins, +0.06; q=0.01), Blautia sp. KLE 1732 (ΔHRstatins, +0.05; q=0.01), and beta-diversity principal component 1 (ΔHRstatin, +0.07; q=0.03) but only when adjusting for demographic covariates.
Conclusions:Statin users have compositionally differing microbiotas from nonusers. The human gut microbiota is associated with incident T2D risk in statin users and possibly has additive effects on statin-associated new-onset T2D risk.
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