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Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities

Plant response to drought stress involves fungi and bacteria that live on and in plants and in the rhizosphere, yet the stability of these myco- and micro-biomes remains poorly understood. We investigate the resistance and resilience of fungi and bacteria to drought in an agricultural system using b...

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Autores principales: Gao, Cheng, Xu, Ling, Montoya, Liliam, Madera, Mary, Hollingsworth, Joy, Chen, Liang, Purdom, Elizabeth, Singan, Vasanth, Vogel, John, Hutmacher, Robert B., Dahlberg, Jeffery A., Coleman-Derr, Devin, Lemaux, Peggy G., Taylor, John W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256619/
https://www.ncbi.nlm.nih.gov/pubmed/35790741
http://dx.doi.org/10.1038/s41467-022-31343-y
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author Gao, Cheng
Xu, Ling
Montoya, Liliam
Madera, Mary
Hollingsworth, Joy
Chen, Liang
Purdom, Elizabeth
Singan, Vasanth
Vogel, John
Hutmacher, Robert B.
Dahlberg, Jeffery A.
Coleman-Derr, Devin
Lemaux, Peggy G.
Taylor, John W.
author_facet Gao, Cheng
Xu, Ling
Montoya, Liliam
Madera, Mary
Hollingsworth, Joy
Chen, Liang
Purdom, Elizabeth
Singan, Vasanth
Vogel, John
Hutmacher, Robert B.
Dahlberg, Jeffery A.
Coleman-Derr, Devin
Lemaux, Peggy G.
Taylor, John W.
author_sort Gao, Cheng
collection PubMed
description Plant response to drought stress involves fungi and bacteria that live on and in plants and in the rhizosphere, yet the stability of these myco- and micro-biomes remains poorly understood. We investigate the resistance and resilience of fungi and bacteria to drought in an agricultural system using both community composition and microbial associations. Here we show that tests of the fundamental hypotheses that fungi, as compared to bacteria, are (i) more resistant to drought stress but (ii) less resilient when rewetting relieves the stress, found robust support at the level of community composition. Results were more complex using all-correlations and co-occurrence networks. In general, drought disrupts microbial networks based on significant positive correlations among bacteria, among fungi, and between bacteria and fungi. Surprisingly, co-occurrence networks among functional guilds of rhizosphere fungi and leaf bacteria were strengthened by drought, and the same was seen for networks involving arbuscular mycorrhizal fungi in the rhizosphere. We also found support for the stress gradient hypothesis because drought increased the relative frequency of positive correlations.
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spelling pubmed-92566192022-07-07 Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities Gao, Cheng Xu, Ling Montoya, Liliam Madera, Mary Hollingsworth, Joy Chen, Liang Purdom, Elizabeth Singan, Vasanth Vogel, John Hutmacher, Robert B. Dahlberg, Jeffery A. Coleman-Derr, Devin Lemaux, Peggy G. Taylor, John W. Nat Commun Article Plant response to drought stress involves fungi and bacteria that live on and in plants and in the rhizosphere, yet the stability of these myco- and micro-biomes remains poorly understood. We investigate the resistance and resilience of fungi and bacteria to drought in an agricultural system using both community composition and microbial associations. Here we show that tests of the fundamental hypotheses that fungi, as compared to bacteria, are (i) more resistant to drought stress but (ii) less resilient when rewetting relieves the stress, found robust support at the level of community composition. Results were more complex using all-correlations and co-occurrence networks. In general, drought disrupts microbial networks based on significant positive correlations among bacteria, among fungi, and between bacteria and fungi. Surprisingly, co-occurrence networks among functional guilds of rhizosphere fungi and leaf bacteria were strengthened by drought, and the same was seen for networks involving arbuscular mycorrhizal fungi in the rhizosphere. We also found support for the stress gradient hypothesis because drought increased the relative frequency of positive correlations. Nature Publishing Group UK 2022-07-05 /pmc/articles/PMC9256619/ /pubmed/35790741 http://dx.doi.org/10.1038/s41467-022-31343-y 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
Gao, Cheng
Xu, Ling
Montoya, Liliam
Madera, Mary
Hollingsworth, Joy
Chen, Liang
Purdom, Elizabeth
Singan, Vasanth
Vogel, John
Hutmacher, Robert B.
Dahlberg, Jeffery A.
Coleman-Derr, Devin
Lemaux, Peggy G.
Taylor, John W.
Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
title Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
title_full Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
title_fullStr Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
title_full_unstemmed Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
title_short Co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
title_sort co-occurrence networks reveal more complexity than community composition in resistance and resilience of microbial communities
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9256619/
https://www.ncbi.nlm.nih.gov/pubmed/35790741
http://dx.doi.org/10.1038/s41467-022-31343-y
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