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Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula
In vitro fermentation strategies with fecal inocula are considered cost-effective methods to gain mechanistic insights into fecal microbiota community dynamics. However, all in vitro approaches have their limitations due to inherent differences with respect to the in vivo situation mimicked, introdu...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404981/ https://www.ncbi.nlm.nih.gov/pubmed/37555071 http://dx.doi.org/10.3389/fmicb.2023.1198903 |
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author | Poppe, Jonas Vieira-Silva, Sara Raes, Jeroen Verbeke, Kristin Falony, Gwen |
author_facet | Poppe, Jonas Vieira-Silva, Sara Raes, Jeroen Verbeke, Kristin Falony, Gwen |
author_sort | Poppe, Jonas |
collection | PubMed |
description | In vitro fermentation strategies with fecal inocula are considered cost-effective methods to gain mechanistic insights into fecal microbiota community dynamics. However, all in vitro approaches have their limitations due to inherent differences with respect to the in vivo situation mimicked, introducing possible biases into the results obtained. Here, we aimed to systematically optimize in vitro fermentation conditions to minimize drift from the initial inoculum, limit growth of opportunistic colonizers, and maximize the effect of added fiber products (here pectin) when compared to basal medium fermentations. We evaluated the impact of varying starting cell density and medium nutrient concentration on these three outcomes, as well as the effect of inoculation with fresh vs. stored fecal samples. By combining GC–MS metabolite profiling and 16 s rRNA gene-based amplicon sequencing, we established that starting cell densities below 10(10) cells/ml opened up growth opportunities for members the Enterobacteriaceae family. This effect was exacerbated when using fecal samples that were stored frozen at −80°C. Overgrowth of Enterobacteriaceae resulted in lowered alpha-diversity and larger community drift, possibly confounding results obtained from fermentations in such conditions. Higher medium nutrient concentrations were identified as an additional factor contributing to inoculum community preservation, although the use of a less nutrient dense medium increased the impact of fiber product addition on the obtained metabolite profiles. Overall, our microbiome observations indicated that starting cell densities of 10(10) cells/ml limited opportunities for exponential growth, suppressing in vitro community biases, whilst metabolome incubations should preferably be carried out in a diluted medium to maximize the impact of fermentable substrates. |
format | Online Article Text |
id | pubmed-10404981 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104049812023-08-08 Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula Poppe, Jonas Vieira-Silva, Sara Raes, Jeroen Verbeke, Kristin Falony, Gwen Front Microbiol Microbiology In vitro fermentation strategies with fecal inocula are considered cost-effective methods to gain mechanistic insights into fecal microbiota community dynamics. However, all in vitro approaches have their limitations due to inherent differences with respect to the in vivo situation mimicked, introducing possible biases into the results obtained. Here, we aimed to systematically optimize in vitro fermentation conditions to minimize drift from the initial inoculum, limit growth of opportunistic colonizers, and maximize the effect of added fiber products (here pectin) when compared to basal medium fermentations. We evaluated the impact of varying starting cell density and medium nutrient concentration on these three outcomes, as well as the effect of inoculation with fresh vs. stored fecal samples. By combining GC–MS metabolite profiling and 16 s rRNA gene-based amplicon sequencing, we established that starting cell densities below 10(10) cells/ml opened up growth opportunities for members the Enterobacteriaceae family. This effect was exacerbated when using fecal samples that were stored frozen at −80°C. Overgrowth of Enterobacteriaceae resulted in lowered alpha-diversity and larger community drift, possibly confounding results obtained from fermentations in such conditions. Higher medium nutrient concentrations were identified as an additional factor contributing to inoculum community preservation, although the use of a less nutrient dense medium increased the impact of fiber product addition on the obtained metabolite profiles. Overall, our microbiome observations indicated that starting cell densities of 10(10) cells/ml limited opportunities for exponential growth, suppressing in vitro community biases, whilst metabolome incubations should preferably be carried out in a diluted medium to maximize the impact of fermentable substrates. Frontiers Media S.A. 2023-07-24 /pmc/articles/PMC10404981/ /pubmed/37555071 http://dx.doi.org/10.3389/fmicb.2023.1198903 Text en Copyright © 2023 Poppe, Vieira-Silva, Raes, Verbeke and Falony. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Poppe, Jonas Vieira-Silva, Sara Raes, Jeroen Verbeke, Kristin Falony, Gwen Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
title | Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
title_full | Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
title_fullStr | Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
title_full_unstemmed | Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
title_short | Systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
title_sort | systematic optimization of fermentation conditions for in vitro fermentations with fecal inocula |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404981/ https://www.ncbi.nlm.nih.gov/pubmed/37555071 http://dx.doi.org/10.3389/fmicb.2023.1198903 |
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