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An online atlas of human plasma metabolite signatures of gut microbiome composition

Authors :
Koen F. Dekkers
Sergi Sayols-Baixeras
Gabriel Baldanzi
Christoph Nowak
Ulf Hammar
Diem Nguyen
Georgios Varotsis
Louise Brunkwall
Nynne Nielsen
Aron C. Eklund
Jacob Bak Holm
H. Bjørn Nielsen
Filip Ottosson
Yi-Ting Lin
Shafqat Ahmad
Lars Lind
Johan Sundström
Gunnar Engström
J. Gustav Smith
Johan Ärnlöv
Marju Orho-Melander
Tove Fall
Source :
Nature Communications, Vol 13, Iss 1, Pp 1-12 (2022)
Publication Year :
2022
Publisher :
Nature Portfolio, 2022.

Abstract

Abstract Human gut microbiota produce a variety of molecules, some of which enter the bloodstream and impact health. Conversely, dietary or pharmacological compounds may affect the microbiota before entering the circulation. Characterization of these interactions is an important step towards understanding the effects of the gut microbiota on health. In this cross-sectional study, we used deep metagenomic sequencing and ultra-high-performance liquid chromatography linked to mass spectrometry for a detailed characterization of the gut microbiota and plasma metabolome, respectively, of 8583 participants invited at age 50 to 64 from the population-based Swedish CArdioPulmonary bioImage Study. Here, we find that the gut microbiota explain up to 46% of the variance of individual plasma metabolites and we present 997 associations between alpha diversity and plasma metabolites and 546,819 associations between specific gut metagenomic species and plasma metabolites in an online atlas ( https://gutsyatlas.serve.scilifelab.se/ ). We exemplify the potential of this resource by presenting novel associations between dietary factors and oral medication with the gut microbiome, and microbial species strongly associated with the uremic toxin p-cresol sulfate. This resource can be used as the basis for targeted studies of perturbation of specific metabolites and for identification of candidate plasma biomarkers of gut microbiota composition.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
13
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.703b87b4299246bbb8f3952ed1090c9b
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-022-33050-0