Cargando…
Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community
Major changes in the microbiome are associated with health and disease. Some microbiome states persist despite seemingly unfavorable conditions, such as the proliferation of aerobe-anaerobe communities in oxygen-exposed environments in wound infections or small intestinal bacterial overgrowth. Mecha...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for the Advancement of Science
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423363/ https://www.ncbi.nlm.nih.gov/pubmed/32851161 http://dx.doi.org/10.1126/sciadv.aba0353 |
_version_ | 1783570157517406208 |
---|---|
author | Khazaei, Tahmineh Williams, Rory L. Bogatyrev, Said R. Doyle, John C. Henry, Christopher S. Ismagilov, Rustem F. |
author_facet | Khazaei, Tahmineh Williams, Rory L. Bogatyrev, Said R. Doyle, John C. Henry, Christopher S. Ismagilov, Rustem F. |
author_sort | Khazaei, Tahmineh |
collection | PubMed |
description | Major changes in the microbiome are associated with health and disease. Some microbiome states persist despite seemingly unfavorable conditions, such as the proliferation of aerobe-anaerobe communities in oxygen-exposed environments in wound infections or small intestinal bacterial overgrowth. Mechanisms underlying transitions into and persistence of these states remain unclear. Using two microbial taxa relevant to the human microbiome, we combine genome-scale mathematical modeling, bioreactor experiments, transcriptomics, and dynamical systems theory to show that multistability and hysteresis (MSH) is a mechanism describing the shift from an aerobe-dominated state to a resilient, paradoxically persistent aerobe-anaerobe state. We examine the impact of changing oxygen and nutrient regimes and identify changes in metabolism and gene expression that lead to MSH and associated multi-stable states. In such systems, conceptual causation-correlation connections break and MSH must be used for analysis. Using MSH to analyze microbiome dynamics will improve our conceptual understanding of stability of microbiome states and transitions between states. |
format | Online Article Text |
id | pubmed-7423363 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Association for the Advancement of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-74233632020-08-25 Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community Khazaei, Tahmineh Williams, Rory L. Bogatyrev, Said R. Doyle, John C. Henry, Christopher S. Ismagilov, Rustem F. Sci Adv Research Articles Major changes in the microbiome are associated with health and disease. Some microbiome states persist despite seemingly unfavorable conditions, such as the proliferation of aerobe-anaerobe communities in oxygen-exposed environments in wound infections or small intestinal bacterial overgrowth. Mechanisms underlying transitions into and persistence of these states remain unclear. Using two microbial taxa relevant to the human microbiome, we combine genome-scale mathematical modeling, bioreactor experiments, transcriptomics, and dynamical systems theory to show that multistability and hysteresis (MSH) is a mechanism describing the shift from an aerobe-dominated state to a resilient, paradoxically persistent aerobe-anaerobe state. We examine the impact of changing oxygen and nutrient regimes and identify changes in metabolism and gene expression that lead to MSH and associated multi-stable states. In such systems, conceptual causation-correlation connections break and MSH must be used for analysis. Using MSH to analyze microbiome dynamics will improve our conceptual understanding of stability of microbiome states and transitions between states. American Association for the Advancement of Science 2020-08-12 /pmc/articles/PMC7423363/ /pubmed/32851161 http://dx.doi.org/10.1126/sciadv.aba0353 Text en Copyright © 2020 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution License 4.0 (CC BY). https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution license (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 Articles Khazaei, Tahmineh Williams, Rory L. Bogatyrev, Said R. Doyle, John C. Henry, Christopher S. Ismagilov, Rustem F. Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
title | Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
title_full | Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
title_fullStr | Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
title_full_unstemmed | Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
title_short | Metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
title_sort | metabolic multistability and hysteresis in a model aerobe-anaerobe microbiome community |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7423363/ https://www.ncbi.nlm.nih.gov/pubmed/32851161 http://dx.doi.org/10.1126/sciadv.aba0353 |
work_keys_str_mv | AT khazaeitahmineh metabolicmultistabilityandhysteresisinamodelaerobeanaerobemicrobiomecommunity AT williamsroryl metabolicmultistabilityandhysteresisinamodelaerobeanaerobemicrobiomecommunity AT bogatyrevsaidr metabolicmultistabilityandhysteresisinamodelaerobeanaerobemicrobiomecommunity AT doylejohnc metabolicmultistabilityandhysteresisinamodelaerobeanaerobemicrobiomecommunity AT henrychristophers metabolicmultistabilityandhysteresisinamodelaerobeanaerobemicrobiomecommunity AT ismagilovrustemf metabolicmultistabilityandhysteresisinamodelaerobeanaerobemicrobiomecommunity |