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Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function
BACKGROUND: The freshwater microbiome regulates aquatic ecological functionality, nutrient cycling, pathogenicity, and has the capacity to dissipate and regulate pollutants. Agricultural drainage ditches are ubiquitous in regions where field drainage is necessary for crop productivity, and as such,...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9990217/ https://www.ncbi.nlm.nih.gov/pubmed/36882680 http://dx.doi.org/10.1186/s12866-023-02755-7 |
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author | Shi, Yichao Khan, Izhar U. H. Radford, Devon Guo, Galen Sunohara, Mark Craiovan, Emilia Lapen, David R. Pham, Phillip Chen, Wen |
author_facet | Shi, Yichao Khan, Izhar U. H. Radford, Devon Guo, Galen Sunohara, Mark Craiovan, Emilia Lapen, David R. Pham, Phillip Chen, Wen |
author_sort | Shi, Yichao |
collection | PubMed |
description | BACKGROUND: The freshwater microbiome regulates aquatic ecological functionality, nutrient cycling, pathogenicity, and has the capacity to dissipate and regulate pollutants. Agricultural drainage ditches are ubiquitous in regions where field drainage is necessary for crop productivity, and as such, are first-line receptors of agricultural drainage and runoff. How bacterial communities in these systems respond to environmental and anthropogenic stressors are not well understood. In this study, we carried out a three year study in an agriculturally dominated river basin in eastern Ontario, Canada to explore the spatial and temporal dynamics of the core and conditionally rare taxa (CRT) of the instream bacterial communities using a 16S rRNA gene amplicon sequencing approach. Water samples were collected from nine stream and drainage ditch sites that represented the influence of a range of upstream land uses. RESULTS: The cross-site core and CRT accounted for 5.6% of the total number of amplicon sequence variants (ASVs), yet represented, on average, over 60% of the heterogeneity of the overall bacterial community; hence, well reflected the spatial and temporal microbial dynamics in the water courses. The contribution of core microbiome to the overall community heterogeneity represented the community stability across all sampling sites. CRT was primarily composed of functional taxa involved in nitrogen (N) cycling and was linked to nutrient loading, water levels, and flow, particularly in the smaller agricultural drainage ditches. Both the core and the CRT were sensitive responders to changes in hydrological conditions. CONCLUSIONS: We demonstrate that core and CRT can be considered as holistic tools to explore the temporal and spatial variations of the aquatic microbial community and can be used as sensitive indicators of the health and function of agriculturally dominated water courses. This approach also reduces computational complexity in relation to analyzing the entire microbial community for such purposes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-023-02755-7. |
format | Online Article Text |
id | pubmed-9990217 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99902172023-03-08 Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function Shi, Yichao Khan, Izhar U. H. Radford, Devon Guo, Galen Sunohara, Mark Craiovan, Emilia Lapen, David R. Pham, Phillip Chen, Wen BMC Microbiol Research BACKGROUND: The freshwater microbiome regulates aquatic ecological functionality, nutrient cycling, pathogenicity, and has the capacity to dissipate and regulate pollutants. Agricultural drainage ditches are ubiquitous in regions where field drainage is necessary for crop productivity, and as such, are first-line receptors of agricultural drainage and runoff. How bacterial communities in these systems respond to environmental and anthropogenic stressors are not well understood. In this study, we carried out a three year study in an agriculturally dominated river basin in eastern Ontario, Canada to explore the spatial and temporal dynamics of the core and conditionally rare taxa (CRT) of the instream bacterial communities using a 16S rRNA gene amplicon sequencing approach. Water samples were collected from nine stream and drainage ditch sites that represented the influence of a range of upstream land uses. RESULTS: The cross-site core and CRT accounted for 5.6% of the total number of amplicon sequence variants (ASVs), yet represented, on average, over 60% of the heterogeneity of the overall bacterial community; hence, well reflected the spatial and temporal microbial dynamics in the water courses. The contribution of core microbiome to the overall community heterogeneity represented the community stability across all sampling sites. CRT was primarily composed of functional taxa involved in nitrogen (N) cycling and was linked to nutrient loading, water levels, and flow, particularly in the smaller agricultural drainage ditches. Both the core and the CRT were sensitive responders to changes in hydrological conditions. CONCLUSIONS: We demonstrate that core and CRT can be considered as holistic tools to explore the temporal and spatial variations of the aquatic microbial community and can be used as sensitive indicators of the health and function of agriculturally dominated water courses. This approach also reduces computational complexity in relation to analyzing the entire microbial community for such purposes. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12866-023-02755-7. BioMed Central 2023-03-07 /pmc/articles/PMC9990217/ /pubmed/36882680 http://dx.doi.org/10.1186/s12866-023-02755-7 Text en © Crown 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Shi, Yichao Khan, Izhar U. H. Radford, Devon Guo, Galen Sunohara, Mark Craiovan, Emilia Lapen, David R. Pham, Phillip Chen, Wen Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
title | Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
title_full | Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
title_fullStr | Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
title_full_unstemmed | Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
title_short | Core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
title_sort | core and conditionally rare taxa as indicators of agricultural drainage ditch and stream health and function |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9990217/ https://www.ncbi.nlm.nih.gov/pubmed/36882680 http://dx.doi.org/10.1186/s12866-023-02755-7 |
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