Literature DB >> 30529486

A mathematical model to investigate the key drivers of the biogeography of the colon microbiota.

Simon Labarthe1, Bastien Polizzi2, Thuy Phan3, Thierry Goudon4, Magali Ribot3, Beatrice Laroche5.   

Abstract

The gut microbiota, mainly located in the colon, is engaged in a complex dialogue with the large intestinal epithelium through which important regulatory processes for the health and well-being of the host take place. Imbalances of the microbial populations, called dysbiosis, are related to several pathological status, emphasizing the importance of understanding the gut bacterial ecology. Among the ecological drivers of the microbiota, the spatial structure of the colon is of special interest: spatio-temporal mechanisms can lead to the constitution of spatial interactions among the bacterial populations and of environmental niches that impact the overall colonization of the colon. In the present study, we introduce a mathematical model of the colon microbiota in its fluid environment, based on the explicit coupling of a population dynamics model of microbial populations involved in fibre degradation with a fluid dynamics model of the luminal content. This modeling framework is used to study the main drivers of the spatial structure of the microbiota, specially focusing on the dietary fibre inflow, the epithelial motility, the microbial active swimming and viscosity gradients in the digestive track. We found 1) that the viscosity gradients allow the creation of favorable niches in the vicinity of the mucus layer; 2) that very low microbial active swimming in the radial direction is enough to promote bacterial growth, which sheds a new light on microbial motility in the colon and 3) that dietary fibres are the main driver of the spatial structure of the microbiota in the distal bowel whereas epithelial motility is preponderant for the colonization of the proximal colon; in the transverse colon, fibre levels and chemotaxis have the strongest impact on the distribution of the microbial communities.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Fluid mechanics; Gut microbiota; Mathematical model; Microbial ecology; PDE; Population dynamics

Mesh:

Substances:

Year:  2018        PMID: 30529486     DOI: 10.1016/j.jtbi.2018.12.009

Source DB:  PubMed          Journal:  J Theor Biol        ISSN: 0022-5193            Impact factor:   2.691


  4 in total

1.  Examination of hydrogen cross-feeders using a colonic microbiota model.

Authors:  Nick W Smith; Paul R Shorten; Eric Altermann; Nicole C Roy; Warren C McNabb
Journal:  BMC Bioinformatics       Date:  2021-01-06       Impact factor: 3.169

Review 2.  Gut microbiota-motility interregulation: insights from in vivo, ex vivo and in silico studies.

Authors:  Barbora Waclawiková; Agnese Codutti; Karen Alim; Sahar El Aidy
Journal:  Gut Microbes       Date:  2022 Jan-Dec

3.  Competition for Hydrogen Prevents Coexistence of Human Gastrointestinal Hydrogenotrophs in Continuous Culture.

Authors:  Nick W Smith; Paul R Shorten; Eric Altermann; Nicole C Roy; Warren C McNabb
Journal:  Front Microbiol       Date:  2020-05-29       Impact factor: 5.640

Review 4.  Elucidating host-microbe interactions in vivo by studying population dynamics using neutral genetic tags.

Authors:  Annika Hausmann; Wolf-Dietrich Hardt
Journal:  Immunology       Date:  2020-10-19       Impact factor: 7.397

  4 in total

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