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Temporal variability in quantitative human gut microbiome profiles and implications for clinical research

While clinical gut microbiota research is ever-expanding, extending reference knowledge of healthy between- and within-subject gut microbiota variation and its drivers remains essential; in particular, temporal variability is under-explored, and a comparison with cross-sectional variation is missing...

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Autores principales: Vandeputte, Doris, De Commer, Lindsey, Tito, Raul Y., Kathagen, Gunter, Sabino, João, Vermeire, Séverine, Faust, Karoline, Raes, Jeroen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602282/
https://www.ncbi.nlm.nih.gov/pubmed/34795283
http://dx.doi.org/10.1038/s41467-021-27098-7
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author Vandeputte, Doris
De Commer, Lindsey
Tito, Raul Y.
Kathagen, Gunter
Sabino, João
Vermeire, Séverine
Faust, Karoline
Raes, Jeroen
author_facet Vandeputte, Doris
De Commer, Lindsey
Tito, Raul Y.
Kathagen, Gunter
Sabino, João
Vermeire, Séverine
Faust, Karoline
Raes, Jeroen
author_sort Vandeputte, Doris
collection PubMed
description While clinical gut microbiota research is ever-expanding, extending reference knowledge of healthy between- and within-subject gut microbiota variation and its drivers remains essential; in particular, temporal variability is under-explored, and a comparison with cross-sectional variation is missing. Here, we perform daily quantitative microbiome profiling on 713 fecal samples from 20 Belgian women over six weeks, combined with extensive anthropometric measurements, blood panels, dietary data, and stool characteristics. We show substantial temporal variation for most major gut genera; we find that for 78% of microbial genera, day-to-day absolute abundance variation is substantially larger within than between individuals, with up to 100-fold shifts over the study period. Diversity, and especially evenness indicators also fluctuate substantially. Relative abundance profiles show similar but less pronounced temporal variation. Stool moisture, and to a lesser extent diet, are the only significant host covariates of temporal microbiota variation, while menstrual cycle parameters did not show significant effects. We find that the dysbiotic Bact2 enterotype shows increased between- and within-subject compositional variability. Our results suggest that to increase diagnostic as well as target discovery power, studies could adopt a repeated measurement design and/or focus analysis on community-wide microbiome descriptors and indices.
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spelling pubmed-86022822021-11-19 Temporal variability in quantitative human gut microbiome profiles and implications for clinical research Vandeputte, Doris De Commer, Lindsey Tito, Raul Y. Kathagen, Gunter Sabino, João Vermeire, Séverine Faust, Karoline Raes, Jeroen Nat Commun Article While clinical gut microbiota research is ever-expanding, extending reference knowledge of healthy between- and within-subject gut microbiota variation and its drivers remains essential; in particular, temporal variability is under-explored, and a comparison with cross-sectional variation is missing. Here, we perform daily quantitative microbiome profiling on 713 fecal samples from 20 Belgian women over six weeks, combined with extensive anthropometric measurements, blood panels, dietary data, and stool characteristics. We show substantial temporal variation for most major gut genera; we find that for 78% of microbial genera, day-to-day absolute abundance variation is substantially larger within than between individuals, with up to 100-fold shifts over the study period. Diversity, and especially evenness indicators also fluctuate substantially. Relative abundance profiles show similar but less pronounced temporal variation. Stool moisture, and to a lesser extent diet, are the only significant host covariates of temporal microbiota variation, while menstrual cycle parameters did not show significant effects. We find that the dysbiotic Bact2 enterotype shows increased between- and within-subject compositional variability. Our results suggest that to increase diagnostic as well as target discovery power, studies could adopt a repeated measurement design and/or focus analysis on community-wide microbiome descriptors and indices. Nature Publishing Group UK 2021-11-18 /pmc/articles/PMC8602282/ /pubmed/34795283 http://dx.doi.org/10.1038/s41467-021-27098-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Vandeputte, Doris
De Commer, Lindsey
Tito, Raul Y.
Kathagen, Gunter
Sabino, João
Vermeire, Séverine
Faust, Karoline
Raes, Jeroen
Temporal variability in quantitative human gut microbiome profiles and implications for clinical research
title Temporal variability in quantitative human gut microbiome profiles and implications for clinical research
title_full Temporal variability in quantitative human gut microbiome profiles and implications for clinical research
title_fullStr Temporal variability in quantitative human gut microbiome profiles and implications for clinical research
title_full_unstemmed Temporal variability in quantitative human gut microbiome profiles and implications for clinical research
title_short Temporal variability in quantitative human gut microbiome profiles and implications for clinical research
title_sort temporal variability in quantitative human gut microbiome profiles and implications for clinical research
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602282/
https://www.ncbi.nlm.nih.gov/pubmed/34795283
http://dx.doi.org/10.1038/s41467-021-27098-7
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