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Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages

BACKGROUND: It remains unclear whether adaptation and changes in diversity associated to a long-term perturbation are sufficient to ensure functional resilience of soil microbial communities. We used RNA-based approaches (16S rRNA gene transcript amplicon coupled to shotgun mRNA sequencing) to study...

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Autores principales: Jacquiod, Samuel, Nunes, Inês, Brejnrod, Asker, Hansen, Martin A., Holm, Peter E., Johansen, Anders, Brandt, Kristian K., Priemé, Anders, Sørensen, Søren J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292020/
https://www.ncbi.nlm.nih.gov/pubmed/30545417
http://dx.doi.org/10.1186/s40168-018-0606-1
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author Jacquiod, Samuel
Nunes, Inês
Brejnrod, Asker
Hansen, Martin A.
Holm, Peter E.
Johansen, Anders
Brandt, Kristian K.
Priemé, Anders
Sørensen, Søren J.
author_facet Jacquiod, Samuel
Nunes, Inês
Brejnrod, Asker
Hansen, Martin A.
Holm, Peter E.
Johansen, Anders
Brandt, Kristian K.
Priemé, Anders
Sørensen, Søren J.
author_sort Jacquiod, Samuel
collection PubMed
description BACKGROUND: It remains unclear whether adaptation and changes in diversity associated to a long-term perturbation are sufficient to ensure functional resilience of soil microbial communities. We used RNA-based approaches (16S rRNA gene transcript amplicon coupled to shotgun mRNA sequencing) to study the legacy effects of a century-long soil copper (Cu) pollution on microbial activity and composition, as well as its effect on the capacity of the microbial community to react to temporal fluctuations. RESULTS: Despite evidence of microbial adaptation (e.g., iron homeostasis and avoidance/resistance strategies), increased heterogeneity and richness loss in transcribed gene pools were observed with increasing soil Cu, together with an unexpected predominance of phage mRNA signatures. Apparently, phage activation was either triggered directly by Cu, or indirectly via enhanced expression of DNA repair/SOS response systems in Cu-exposed bacteria. Even though total soil carbon and nitrogen had accumulated with increasing Cu, a reduction in temporally induced mRNA functions was observed. Microbial temporal response groups (TRGs, groups of microbes with a specific temporal response) were heavily affected by Cu, both in abundance and phylogenetic composition. CONCLUSION: Altogether, results point toward a Cu-mediated “decoupling” between environmental fluctuations and microbial activity, where Cu-exposed microbes stopped fulfilling their expected contributions to soil functioning relative to the control. Nevertheless, some functions remained active in February despite Cu, concomitant with an increase in phage mRNA signatures, highlighting that somehow, microbial activity is still happening under these adverse conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-018-0606-1) contains supplementary material, which is available to authorized users.
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spelling pubmed-62920202018-12-17 Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages Jacquiod, Samuel Nunes, Inês Brejnrod, Asker Hansen, Martin A. Holm, Peter E. Johansen, Anders Brandt, Kristian K. Priemé, Anders Sørensen, Søren J. Microbiome Research BACKGROUND: It remains unclear whether adaptation and changes in diversity associated to a long-term perturbation are sufficient to ensure functional resilience of soil microbial communities. We used RNA-based approaches (16S rRNA gene transcript amplicon coupled to shotgun mRNA sequencing) to study the legacy effects of a century-long soil copper (Cu) pollution on microbial activity and composition, as well as its effect on the capacity of the microbial community to react to temporal fluctuations. RESULTS: Despite evidence of microbial adaptation (e.g., iron homeostasis and avoidance/resistance strategies), increased heterogeneity and richness loss in transcribed gene pools were observed with increasing soil Cu, together with an unexpected predominance of phage mRNA signatures. Apparently, phage activation was either triggered directly by Cu, or indirectly via enhanced expression of DNA repair/SOS response systems in Cu-exposed bacteria. Even though total soil carbon and nitrogen had accumulated with increasing Cu, a reduction in temporally induced mRNA functions was observed. Microbial temporal response groups (TRGs, groups of microbes with a specific temporal response) were heavily affected by Cu, both in abundance and phylogenetic composition. CONCLUSION: Altogether, results point toward a Cu-mediated “decoupling” between environmental fluctuations and microbial activity, where Cu-exposed microbes stopped fulfilling their expected contributions to soil functioning relative to the control. Nevertheless, some functions remained active in February despite Cu, concomitant with an increase in phage mRNA signatures, highlighting that somehow, microbial activity is still happening under these adverse conditions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s40168-018-0606-1) contains supplementary material, which is available to authorized users. BioMed Central 2018-12-13 /pmc/articles/PMC6292020/ /pubmed/30545417 http://dx.doi.org/10.1186/s40168-018-0606-1 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided 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 Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Jacquiod, Samuel
Nunes, Inês
Brejnrod, Asker
Hansen, Martin A.
Holm, Peter E.
Johansen, Anders
Brandt, Kristian K.
Priemé, Anders
Sørensen, Søren J.
Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
title Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
title_full Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
title_fullStr Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
title_full_unstemmed Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
title_short Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
title_sort long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6292020/
https://www.ncbi.nlm.nih.gov/pubmed/30545417
http://dx.doi.org/10.1186/s40168-018-0606-1
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