Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities
Disturbance is known to affect the ecosystem structure, but predicting its outcomes remains elusive. Similarly, community diversity is believed to relate to ecosystem functions, yet the underlying mechanisms are poorly understood. Here, we tested the effect of disturbance on the structure, assembly,...
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sg-ntu-dr.10356-1062452020-09-21T11:34:54Z Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities Santillan, Ezequiel Seshan, Hari Constancias, Florentin Drautz-Moses, Daniela I. Wuertz, Stefan School of Civil and Environmental Engineering Singapore Centre for Environmental Life Sciences and Engineering Microbial Ecology DRNTU::Science::Biological sciences::Microbiology Water Microbiology Disturbance is known to affect the ecosystem structure, but predicting its outcomes remains elusive. Similarly, community diversity is believed to relate to ecosystem functions, yet the underlying mechanisms are poorly understood. Here, we tested the effect of disturbance on the structure, assembly, and ecosystem function of complex microbial communities within an engineered system. We carried out a microcosm experiment where activated sludge bioreactors operated in daily cycles were subjected to eight different frequency levels of augmentation with a toxic pollutant, from never (undisturbed) to every day (press-disturbed), for 35 days. Microbial communities were assessed by combining distance-based methods, general linear multivariate models, α-diversity indices, and null model analyses on metagenomics and 16S rRNA gene amplicon data. A stronger temporal decrease in α-diversity at the extreme, undisturbed and press-disturbed, ends of the disturbance range led to a hump-backed pattern, with the highest diversity found at intermediate levels of disturbance. Undisturbed and press-disturbed levels displayed the highest community and functional similarity across replicates, suggesting deterministic processes were dominating. The opposite was observed amongst intermediately disturbed levels, indicating stronger stochastic assembly mechanisms. Trade-offs were observed in the ecosystem function between organic carbon removal and both nitrification and biomass productivity, as well as between diversity and these functions. Hence, not every ecosystem function was favoured by higher community diversity. Our results show that the assessment of changes in diversity, along with the underlying stochastic–deterministic assembly processes, is essential to understanding the impact of disturbance in complex microbial communities. NRF (Natl Research Foundation, S’pore) MOE (Min. of Education, S’pore) Published version 2019-06-19T02:30:03Z 2019-12-06T22:07:19Z 2019-06-19T02:30:03Z 2019-12-06T22:07:19Z 2019 2019 Journal Article Santillan, E., Seshan, H., Constancias, F., Drautz-Moses, D. I., & Wuertz, S. (2019). Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities. npj Biofilms and Microbiomes, 5(1). doi:10.1038/s41522-019-0079-4 2055-5008 https://hdl.handle.net/10356/106245 http://hdl.handle.net/10220/48814 10.1038/s41522-019-0079-4 213189 en npj Biofilms and Microbiomes © 2019 The Author(s). 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/. 9 p. application/pdf application/pdf |
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Microbial Ecology DRNTU::Science::Biological sciences::Microbiology Water Microbiology Santillan, Ezequiel Seshan, Hari Constancias, Florentin Drautz-Moses, Daniela I. Wuertz, Stefan Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
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Disturbance is known to affect the ecosystem structure, but predicting its outcomes remains elusive. Similarly, community diversity is believed to relate to ecosystem functions, yet the underlying mechanisms are poorly understood. Here, we tested the effect of disturbance on the structure, assembly, and ecosystem function of complex microbial communities within an engineered system.
We carried out a microcosm experiment where activated sludge bioreactors operated in daily cycles were subjected to eight different frequency levels of augmentation with a toxic pollutant, from never (undisturbed) to every day (press-disturbed), for 35 days. Microbial communities were assessed by combining distance-based methods, general linear multivariate models, α-diversity indices, and null model analyses on metagenomics and 16S rRNA gene amplicon data. A stronger temporal decrease in α-diversity at the extreme, undisturbed and press-disturbed, ends of the disturbance range led to a hump-backed pattern, with the highest diversity found at intermediate levels of disturbance. Undisturbed and press-disturbed levels displayed the highest community and functional similarity across replicates, suggesting deterministic processes were dominating. The opposite was
observed amongst intermediately disturbed levels, indicating stronger stochastic assembly mechanisms. Trade-offs were observed in the ecosystem function between organic carbon removal and both nitrification and biomass productivity, as well as between diversity and these functions. Hence, not every ecosystem function was favoured by higher community diversity. Our results show
that the assessment of changes in diversity, along with the underlying stochastic–deterministic assembly processes, is essential to understanding the impact of disturbance in complex microbial communities. |
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School of Civil and Environmental Engineering |
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School of Civil and Environmental Engineering Santillan, Ezequiel Seshan, Hari Constancias, Florentin Drautz-Moses, Daniela I. Wuertz, Stefan |
format |
Article |
author |
Santillan, Ezequiel Seshan, Hari Constancias, Florentin Drautz-Moses, Daniela I. Wuertz, Stefan |
author_sort |
Santillan, Ezequiel |
title |
Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
title_short |
Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
title_full |
Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
title_fullStr |
Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
title_full_unstemmed |
Frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
title_sort |
frequency of disturbance alters diversity, function, and underlying assembly mechanisms of complex bacterial communities |
publishDate |
2019 |
url |
https://hdl.handle.net/10356/106245 http://hdl.handle.net/10220/48814 |
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1681058524204892160 |