Abstract
Abstract Background and Aims Diabetes is a growing global problem with serious complications, including kidney impairment and cardiovascular morbidity and mortality. Monitoring albuminuria, which is associated with these complications, is crucial in optimal diabetes management. Recent research suggests a link between the gut microbiome, plasma metabolites and albuminuria development in diabetes patients, highlighting the need for further investigation using deep metagenomic sequencing. Method We investigated the relationship between 1002 gut microbial species, 1308 metabolites and albuminuria in 752 participants with diabetes from the Swedish CArdioPulmonary BioImage Study. To determine the relative abundance of species, we employed deep shotgun metagenomic sequencing of fecal samples. Plasma metabolites were analyzed using mass spectrometry-based methods. Results Shannon diversity index was inversely associated with albuminuria after adjusting for confounding factors (Fig. 1). Our multivariable-adjusted models revealed seven metagenomic species that were associated with albuminuria (Fig. 2). Furthermore, employing a global metabolomics approach, we identified phenyl sulfate, among 98 annotated metabolites (Fig. 3), as linked to the species Clostridium sp. AT4 and Eggerthella lenta. Notably, phenyl sulfate is involved in tyrosine metabolism, and we also observed an association between the gut metabolic module of Tyrosine degradation II and albuminuria. Conclusion In the present study, we identified seven gut microbial species linked to albuminuria and established a connection between these species and phenyl sulfate, which previously has been associated with podocyte damage and the development of albuminuria. These findings provided additional evidence of the impact of microbial species and contribute to our understanding of the complex relationship between the gut microbiome, plasma metabolites, and albuminuria in patients with diabetes.
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