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Drivers and determinants of strain dynamics following fecal microbiota transplantation

Fecal microbiota transplantation (FMT) is a therapeutic intervention for inflammatory diseases of the gastrointestinal tract, but its clinical mode of action and subsequent microbiome dynamics remain poorly understood. Here we analyzed metagenomes from 316 FMTs, sampled pre and post intervention, fo...

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Autores principales: Schmidt, Thomas S. B., Li, Simone S., Maistrenko, Oleksandr M., Akanni, Wasiu, Coelho, Luis Pedro, Dolai, Sibasish, Fullam, Anthony, Glazek, Anna M., Hercog, Rajna, Herrema, Hilde, Jung, Ferris, Kandels, Stefanie, Orakov, Askarbek, Thielemann, Roman, von Stetten, Moritz, Van Rossum, Thea, Benes, Vladimir, Borody, Thomas J., de Vos, Willem M., Ponsioen, Cyriel Y., Nieuwdorp, Max, Bork, Peer
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9499871/
https://www.ncbi.nlm.nih.gov/pubmed/36109636
http://dx.doi.org/10.1038/s41591-022-01913-0
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author Schmidt, Thomas S. B.
Li, Simone S.
Maistrenko, Oleksandr M.
Akanni, Wasiu
Coelho, Luis Pedro
Dolai, Sibasish
Fullam, Anthony
Glazek, Anna M.
Hercog, Rajna
Herrema, Hilde
Jung, Ferris
Kandels, Stefanie
Orakov, Askarbek
Thielemann, Roman
von Stetten, Moritz
Van Rossum, Thea
Benes, Vladimir
Borody, Thomas J.
de Vos, Willem M.
Ponsioen, Cyriel Y.
Nieuwdorp, Max
Bork, Peer
author_facet Schmidt, Thomas S. B.
Li, Simone S.
Maistrenko, Oleksandr M.
Akanni, Wasiu
Coelho, Luis Pedro
Dolai, Sibasish
Fullam, Anthony
Glazek, Anna M.
Hercog, Rajna
Herrema, Hilde
Jung, Ferris
Kandels, Stefanie
Orakov, Askarbek
Thielemann, Roman
von Stetten, Moritz
Van Rossum, Thea
Benes, Vladimir
Borody, Thomas J.
de Vos, Willem M.
Ponsioen, Cyriel Y.
Nieuwdorp, Max
Bork, Peer
author_sort Schmidt, Thomas S. B.
collection PubMed
description Fecal microbiota transplantation (FMT) is a therapeutic intervention for inflammatory diseases of the gastrointestinal tract, but its clinical mode of action and subsequent microbiome dynamics remain poorly understood. Here we analyzed metagenomes from 316 FMTs, sampled pre and post intervention, for the treatment of ten different disease indications. We quantified strain-level dynamics of 1,089 microbial species, complemented by 47,548 newly constructed metagenome-assembled genomes. Donor strain colonization and recipient strain resilience were mostly independent of clinical outcomes, but accurately predictable using LASSO-regularized regression models that accounted for host, microbiome and procedural variables. Recipient factors and donor–recipient complementarity, encompassing entire microbial communities to individual strains, were the main determinants of strain population dynamics, providing insights into the underlying processes that shape the post-FMT gut microbiome. Applying an ecology-based framework to our findings indicated parameters that may inform the development of more effective, targeted microbiome therapies in the future, and suggested how patient stratification can be used to enhance donor microbiota colonization or the displacement of recipient microbes in clinical practice.
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spelling pubmed-94998712022-09-24 Drivers and determinants of strain dynamics following fecal microbiota transplantation Schmidt, Thomas S. B. Li, Simone S. Maistrenko, Oleksandr M. Akanni, Wasiu Coelho, Luis Pedro Dolai, Sibasish Fullam, Anthony Glazek, Anna M. Hercog, Rajna Herrema, Hilde Jung, Ferris Kandels, Stefanie Orakov, Askarbek Thielemann, Roman von Stetten, Moritz Van Rossum, Thea Benes, Vladimir Borody, Thomas J. de Vos, Willem M. Ponsioen, Cyriel Y. Nieuwdorp, Max Bork, Peer Nat Med Article Fecal microbiota transplantation (FMT) is a therapeutic intervention for inflammatory diseases of the gastrointestinal tract, but its clinical mode of action and subsequent microbiome dynamics remain poorly understood. Here we analyzed metagenomes from 316 FMTs, sampled pre and post intervention, for the treatment of ten different disease indications. We quantified strain-level dynamics of 1,089 microbial species, complemented by 47,548 newly constructed metagenome-assembled genomes. Donor strain colonization and recipient strain resilience were mostly independent of clinical outcomes, but accurately predictable using LASSO-regularized regression models that accounted for host, microbiome and procedural variables. Recipient factors and donor–recipient complementarity, encompassing entire microbial communities to individual strains, were the main determinants of strain population dynamics, providing insights into the underlying processes that shape the post-FMT gut microbiome. Applying an ecology-based framework to our findings indicated parameters that may inform the development of more effective, targeted microbiome therapies in the future, and suggested how patient stratification can be used to enhance donor microbiota colonization or the displacement of recipient microbes in clinical practice. Nature Publishing Group US 2022-09-15 2022 /pmc/articles/PMC9499871/ /pubmed/36109636 http://dx.doi.org/10.1038/s41591-022-01913-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Schmidt, Thomas S. B.
Li, Simone S.
Maistrenko, Oleksandr M.
Akanni, Wasiu
Coelho, Luis Pedro
Dolai, Sibasish
Fullam, Anthony
Glazek, Anna M.
Hercog, Rajna
Herrema, Hilde
Jung, Ferris
Kandels, Stefanie
Orakov, Askarbek
Thielemann, Roman
von Stetten, Moritz
Van Rossum, Thea
Benes, Vladimir
Borody, Thomas J.
de Vos, Willem M.
Ponsioen, Cyriel Y.
Nieuwdorp, Max
Bork, Peer
Drivers and determinants of strain dynamics following fecal microbiota transplantation
title Drivers and determinants of strain dynamics following fecal microbiota transplantation
title_full Drivers and determinants of strain dynamics following fecal microbiota transplantation
title_fullStr Drivers and determinants of strain dynamics following fecal microbiota transplantation
title_full_unstemmed Drivers and determinants of strain dynamics following fecal microbiota transplantation
title_short Drivers and determinants of strain dynamics following fecal microbiota transplantation
title_sort drivers and determinants of strain dynamics following fecal microbiota transplantation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9499871/
https://www.ncbi.nlm.nih.gov/pubmed/36109636
http://dx.doi.org/10.1038/s41591-022-01913-0
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