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

Abstract 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)...

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Main Authors: Samuel Jacquiod, Inês Nunes, Asker Brejnrod, Martin A. Hansen, Peter E. Holm, Anders Johansen, Kristian K. Brandt, Anders Priemé, Søren J. Sørensen
Format: Article
Language:English
Published: BMC 2018-12-01
Series:Microbiome
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40168-018-0606-1
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spelling doaj-fa3966f98c3a43fda892d45c65b219912020-11-25T01:43:43ZengBMCMicrobiome2049-26182018-12-016111410.1186/s40168-018-0606-1Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phagesSamuel Jacquiod0Inês Nunes1Asker Brejnrod2Martin A. Hansen3Peter E. Holm4Anders Johansen5Kristian K. Brandt6Anders Priemé7Søren J. Sørensen8Section of Microbiology, University of CopenhagenSection of Microbiology, University of CopenhagenSection of Microbiology, University of CopenhagenSection of Microbiology, University of CopenhagenPresent address: Department of Plant and Environmental Sciences, University of CopenhagenDepartment of Environmental Science, Aarhus UniversityPresent address: Department of Plant and Environmental Sciences, University of CopenhagenSection of Microbiology, University of CopenhagenSection of Microbiology, University of CopenhagenAbstract 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.http://link.springer.com/article/10.1186/s40168-018-0606-1Cu pollutionMetatranscriptomicsTemporalityPhagesMicrobial adaptationSoil functioning
collection DOAJ
language English
format Article
sources DOAJ
author Samuel Jacquiod
Inês Nunes
Asker Brejnrod
Martin A. Hansen
Peter E. Holm
Anders Johansen
Kristian K. Brandt
Anders Priemé
Søren J. Sørensen
spellingShingle Samuel Jacquiod
Inês Nunes
Asker Brejnrod
Martin A. Hansen
Peter E. Holm
Anders Johansen
Kristian K. Brandt
Anders Priemé
Søren J. Sørensen
Long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
Microbiome
Cu pollution
Metatranscriptomics
Temporality
Phages
Microbial adaptation
Soil functioning
author_facet Samuel Jacquiod
Inês Nunes
Asker Brejnrod
Martin A. Hansen
Peter E. Holm
Anders Johansen
Kristian K. Brandt
Anders Priemé
Søren J. Sørensen
author_sort Samuel Jacquiod
title 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_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_sort long-term soil metal exposure impaired temporal variation in microbial metatranscriptomes and enriched active phages
publisher BMC
series Microbiome
issn 2049-2618
publishDate 2018-12-01
description Abstract 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.
topic Cu pollution
Metatranscriptomics
Temporality
Phages
Microbial adaptation
Soil functioning
url http://link.springer.com/article/10.1186/s40168-018-0606-1
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