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Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants
The human microbiome has been implicated in affecting health outcomes in premature infants, but the ecological processes governing early life microbiome assembly remain poorly understood. Here, we investigated microbial community assembly and dynamics in extremely low birth weight infants (ELBWI) ov...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8919028/ https://www.ncbi.nlm.nih.gov/pubmed/35295290 http://dx.doi.org/10.3389/fmicb.2022.812136 |
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author | Zioutis, Christos Seki, David Bauchinger, Franziska Herbold, Craig Berger, Angelika Wisgrill, Lukas Berry, David |
author_facet | Zioutis, Christos Seki, David Bauchinger, Franziska Herbold, Craig Berger, Angelika Wisgrill, Lukas Berry, David |
author_sort | Zioutis, Christos |
collection | PubMed |
description | The human microbiome has been implicated in affecting health outcomes in premature infants, but the ecological processes governing early life microbiome assembly remain poorly understood. Here, we investigated microbial community assembly and dynamics in extremely low birth weight infants (ELBWI) over the first 2 weeks of life. We profiled the gut, oral cavity and skin microbiomes over time using 16S rRNA gene amplicon sequencing and evaluated the ecological forces shaping these microbiomes. Though microbiomes at all three body sites were characterized by compositional instability over time and had low body-site specificity (PERMANOVA, r(2) = 0.09, p = 0.001), they could nonetheless be clustered into four discrete community states. Despite the volatility of these communities, deterministic assembly processes were detectable in this period of initial microbial colonization. To further explore these deterministic dynamics, we developed a probabilistic approach in which we modeled microbiome state transitions in each ELBWI as a Markov process, or a “memoryless” shift, from one community state to another. This analysis revealed that microbiomes from different body sites had distinctive dynamics as well as characteristic equilibrium frequencies. Time-resolved microbiome sampling of premature infants may help to refine and inform clinical practices. Additionally, this work provides an analysis framework for microbial community dynamics based on Markov modeling that can facilitate new insights, not only into neonatal microbiomes but also other human-associated or environmental microbiomes. |
format | Online Article Text |
id | pubmed-8919028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-89190282022-03-15 Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants Zioutis, Christos Seki, David Bauchinger, Franziska Herbold, Craig Berger, Angelika Wisgrill, Lukas Berry, David Front Microbiol Microbiology The human microbiome has been implicated in affecting health outcomes in premature infants, but the ecological processes governing early life microbiome assembly remain poorly understood. Here, we investigated microbial community assembly and dynamics in extremely low birth weight infants (ELBWI) over the first 2 weeks of life. We profiled the gut, oral cavity and skin microbiomes over time using 16S rRNA gene amplicon sequencing and evaluated the ecological forces shaping these microbiomes. Though microbiomes at all three body sites were characterized by compositional instability over time and had low body-site specificity (PERMANOVA, r(2) = 0.09, p = 0.001), they could nonetheless be clustered into four discrete community states. Despite the volatility of these communities, deterministic assembly processes were detectable in this period of initial microbial colonization. To further explore these deterministic dynamics, we developed a probabilistic approach in which we modeled microbiome state transitions in each ELBWI as a Markov process, or a “memoryless” shift, from one community state to another. This analysis revealed that microbiomes from different body sites had distinctive dynamics as well as characteristic equilibrium frequencies. Time-resolved microbiome sampling of premature infants may help to refine and inform clinical practices. Additionally, this work provides an analysis framework for microbial community dynamics based on Markov modeling that can facilitate new insights, not only into neonatal microbiomes but also other human-associated or environmental microbiomes. Frontiers Media S.A. 2022-02-28 /pmc/articles/PMC8919028/ /pubmed/35295290 http://dx.doi.org/10.3389/fmicb.2022.812136 Text en Copyright © 2022 Zioutis, Seki, Bauchinger, Herbold, Berger, Wisgrill and Berry. 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 Zioutis, Christos Seki, David Bauchinger, Franziska Herbold, Craig Berger, Angelika Wisgrill, Lukas Berry, David Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants |
title | Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants |
title_full | Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants |
title_fullStr | Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants |
title_full_unstemmed | Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants |
title_short | Ecological Processes Shaping Microbiomes of Extremely Low Birthweight Infants |
title_sort | ecological processes shaping microbiomes of extremely low birthweight infants |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8919028/ https://www.ncbi.nlm.nih.gov/pubmed/35295290 http://dx.doi.org/10.3389/fmicb.2022.812136 |
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