Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient

Plant-associated microbiomes are structured by environmental conditions and plant associates, both of which are being altered by climate change. The future structure of plant microbiomes will depend on the, largely unknown, relative importance of each. This uncertainty is particularly relevant for a...

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Published in:Frontiers in Microbiology
Main Authors: Hough, Moira, McClure, Amelia, Bolduc, Benjamin, Dorrepaal, Ellen, Saleska, Scott, Klepac-Ceraj, Vanja, Rich, Virginia
Format: Text
Language:English
Published: Frontiers Media S.A. 2020
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7243355/
https://doi.org/10.3389/fmicb.2020.00796
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spelling ftpubmed:oai:pubmedcentral.nih.gov:7243355 2023-05-15T15:12:05+02:00 Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient Hough, Moira McClure, Amelia Bolduc, Benjamin Dorrepaal, Ellen Saleska, Scott Klepac-Ceraj, Vanja Rich, Virginia 2020-05-15 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7243355/ https://doi.org/10.3389/fmicb.2020.00796 en eng Frontiers Media S.A. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7243355/ http://dx.doi.org/10.3389/fmicb.2020.00796 Copyright © 2020 Hough, McClure, Bolduc, Dorrepaal, Saleska, Klepac-Ceraj and Rich. http://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. CC-BY Front Microbiol Microbiology Text 2020 ftpubmed https://doi.org/10.3389/fmicb.2020.00796 2020-06-07T00:36:25Z Plant-associated microbiomes are structured by environmental conditions and plant associates, both of which are being altered by climate change. The future structure of plant microbiomes will depend on the, largely unknown, relative importance of each. This uncertainty is particularly relevant for arctic peatlands, which are undergoing large shifts in plant communities and soil microbiomes as permafrost thaws, and are potentially appreciable sources of climate change feedbacks due to their soil carbon (C) storage. We characterized phyllosphere and rhizosphere microbiomes of six plant species, and bulk peat, across a permafrost thaw progression (from intact permafrost, to partially- and fully-thawed stages) via 16S rRNA gene amplicon sequencing. We tested the hypothesis that the relative influence of biotic versus environmental filtering (the role of plant species versus thaw-defined habitat) in structuring microbial communities would differ among phyllosphere, rhizosphere, and bulk peat. Using both abundance- and phylogenetic-based approaches, we found that phyllosphere microbial composition was more strongly explained by plant associate, with little influence of habitat, whereas in the rhizosphere, plant and habitat had similar influence. Network-based community analyses showed that keystone taxa exhibited similar patterns with stronger responses to drivers. However, plant associates appeared to have a larger influence on organisms belonging to families associated with methane-cycling than the bulk community. Putative methanogens were more strongly influenced by plant than habitat in the rhizosphere, and in the phyllosphere putative methanotrophs were more strongly influenced by plant than was the community at large. We conclude that biotic effects can be stronger than environmental filtering, but their relative importance varies among microbial groups. For most microbes in this system, biotic filtering was stronger aboveground than belowground. However, for putative methane-cyclers, plant associations have a ... Text Arctic Climate change permafrost PubMed Central (PMC) Arctic Frontiers in Microbiology 11
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Microbiology
spellingShingle Microbiology
Hough, Moira
McClure, Amelia
Bolduc, Benjamin
Dorrepaal, Ellen
Saleska, Scott
Klepac-Ceraj, Vanja
Rich, Virginia
Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient
topic_facet Microbiology
description Plant-associated microbiomes are structured by environmental conditions and plant associates, both of which are being altered by climate change. The future structure of plant microbiomes will depend on the, largely unknown, relative importance of each. This uncertainty is particularly relevant for arctic peatlands, which are undergoing large shifts in plant communities and soil microbiomes as permafrost thaws, and are potentially appreciable sources of climate change feedbacks due to their soil carbon (C) storage. We characterized phyllosphere and rhizosphere microbiomes of six plant species, and bulk peat, across a permafrost thaw progression (from intact permafrost, to partially- and fully-thawed stages) via 16S rRNA gene amplicon sequencing. We tested the hypothesis that the relative influence of biotic versus environmental filtering (the role of plant species versus thaw-defined habitat) in structuring microbial communities would differ among phyllosphere, rhizosphere, and bulk peat. Using both abundance- and phylogenetic-based approaches, we found that phyllosphere microbial composition was more strongly explained by plant associate, with little influence of habitat, whereas in the rhizosphere, plant and habitat had similar influence. Network-based community analyses showed that keystone taxa exhibited similar patterns with stronger responses to drivers. However, plant associates appeared to have a larger influence on organisms belonging to families associated with methane-cycling than the bulk community. Putative methanogens were more strongly influenced by plant than habitat in the rhizosphere, and in the phyllosphere putative methanotrophs were more strongly influenced by plant than was the community at large. We conclude that biotic effects can be stronger than environmental filtering, but their relative importance varies among microbial groups. For most microbes in this system, biotic filtering was stronger aboveground than belowground. However, for putative methane-cyclers, plant associations have a ...
format Text
author Hough, Moira
McClure, Amelia
Bolduc, Benjamin
Dorrepaal, Ellen
Saleska, Scott
Klepac-Ceraj, Vanja
Rich, Virginia
author_facet Hough, Moira
McClure, Amelia
Bolduc, Benjamin
Dorrepaal, Ellen
Saleska, Scott
Klepac-Ceraj, Vanja
Rich, Virginia
author_sort Hough, Moira
title Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient
title_short Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient
title_full Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient
title_fullStr Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient
title_full_unstemmed Biotic and Environmental Drivers of Plant Microbiomes Across a Permafrost Thaw Gradient
title_sort biotic and environmental drivers of plant microbiomes across a permafrost thaw gradient
publisher Frontiers Media S.A.
publishDate 2020
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7243355/
https://doi.org/10.3389/fmicb.2020.00796
geographic Arctic
geographic_facet Arctic
genre Arctic
Climate change
permafrost
genre_facet Arctic
Climate change
permafrost
op_source Front Microbiol
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7243355/
http://dx.doi.org/10.3389/fmicb.2020.00796
op_rights Copyright © 2020 Hough, McClure, Bolduc, Dorrepaal, Saleska, Klepac-Ceraj and Rich.
http://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.
op_rightsnorm CC-BY
op_doi https://doi.org/10.3389/fmicb.2020.00796
container_title Frontiers in Microbiology
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