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Technical versus biological variability in a synthetic human gut community
Synthetic communities grown in well-controlled conditions are an important tool to decipher the mechanisms driving community dynamics. However, replicate time series of synthetic human gut communities in chemostats are rare, and it is thus still an open question to what extent stochasticity impacts...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9809966/ https://www.ncbi.nlm.nih.gov/pubmed/36580382 http://dx.doi.org/10.1080/19490976.2022.2155019 |
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author | van de Velde, Charlotte Joseph, Clémence Simoens, Kenneth Raes, Jeroen Bernaerts, Kristel Faust, Karoline |
author_facet | van de Velde, Charlotte Joseph, Clémence Simoens, Kenneth Raes, Jeroen Bernaerts, Kristel Faust, Karoline |
author_sort | van de Velde, Charlotte |
collection | PubMed |
description | Synthetic communities grown in well-controlled conditions are an important tool to decipher the mechanisms driving community dynamics. However, replicate time series of synthetic human gut communities in chemostats are rare, and it is thus still an open question to what extent stochasticity impacts gut community dynamics. Here, we address this question with a synthetic human gut bacterial community using an automated fermentation system that allows for a larger number of biological replicates. We collected six biological replicates for a community initially consisting of five common gut bacterial species that fill different metabolic niches. After an initial 12 hours in batch mode, we switched to chemostat mode and observed the community to stabilize after 2–3 days. Community profiling with 16S rRNA resulted in high variability across replicate vessels and high technical variability, while the variability across replicates was significantly lower for flow cytometric data. Both techniques agree on the decrease in the abundance of Bacteroides thetaiotaomicron, accompanied by an initial increase in Blautia hydrogenotrophica. These changes occurred together with reproducible metabolic shifts, namely a fast depletion of glucose and trehalose concentration in batch followed by a decrease in formic acid and pyruvic acid concentrations within the first 12 hours after the switch to chemostat mode. In conclusion, the observed variability in the synthetic bacterial human gut community, as assessed with 16S rRNA gene sequencing, is largely due to technical variability. The low variability seen in HPLC and flow cytometry data suggests a highly deterministic system. |
format | Online Article Text |
id | pubmed-9809966 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-98099662023-01-04 Technical versus biological variability in a synthetic human gut community van de Velde, Charlotte Joseph, Clémence Simoens, Kenneth Raes, Jeroen Bernaerts, Kristel Faust, Karoline Gut Microbes Research Paper Synthetic communities grown in well-controlled conditions are an important tool to decipher the mechanisms driving community dynamics. However, replicate time series of synthetic human gut communities in chemostats are rare, and it is thus still an open question to what extent stochasticity impacts gut community dynamics. Here, we address this question with a synthetic human gut bacterial community using an automated fermentation system that allows for a larger number of biological replicates. We collected six biological replicates for a community initially consisting of five common gut bacterial species that fill different metabolic niches. After an initial 12 hours in batch mode, we switched to chemostat mode and observed the community to stabilize after 2–3 days. Community profiling with 16S rRNA resulted in high variability across replicate vessels and high technical variability, while the variability across replicates was significantly lower for flow cytometric data. Both techniques agree on the decrease in the abundance of Bacteroides thetaiotaomicron, accompanied by an initial increase in Blautia hydrogenotrophica. These changes occurred together with reproducible metabolic shifts, namely a fast depletion of glucose and trehalose concentration in batch followed by a decrease in formic acid and pyruvic acid concentrations within the first 12 hours after the switch to chemostat mode. In conclusion, the observed variability in the synthetic bacterial human gut community, as assessed with 16S rRNA gene sequencing, is largely due to technical variability. The low variability seen in HPLC and flow cytometry data suggests a highly deterministic system. Taylor & Francis 2022-12-29 /pmc/articles/PMC9809966/ /pubmed/36580382 http://dx.doi.org/10.1080/19490976.2022.2155019 Text en © 2022 The Author(s). Published with license by Taylor & Francis Group, LLC. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper van de Velde, Charlotte Joseph, Clémence Simoens, Kenneth Raes, Jeroen Bernaerts, Kristel Faust, Karoline Technical versus biological variability in a synthetic human gut community |
title | Technical versus biological variability in a synthetic human gut community |
title_full | Technical versus biological variability in a synthetic human gut community |
title_fullStr | Technical versus biological variability in a synthetic human gut community |
title_full_unstemmed | Technical versus biological variability in a synthetic human gut community |
title_short | Technical versus biological variability in a synthetic human gut community |
title_sort | technical versus biological variability in a synthetic human gut community |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9809966/ https://www.ncbi.nlm.nih.gov/pubmed/36580382 http://dx.doi.org/10.1080/19490976.2022.2155019 |
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