Comparative metagenomic analysis of microbial taxonomic and functional variations in untreated surface and reclaimed waters used in irrigation applications.

Agricultural irrigation Antibiotic resistance Bacteria Bacteriophage CRISPR Metagenome Microbial communities Shotgun sequencing

Journal

Water research
ISSN: 1879-2448
Titre abrégé: Water Res
Pays: England
ID NLM: 0105072

Informations de publication

Date de publication:
01 Feb 2020
Historique:
received: 11 12 2018
revised: 08 10 2019
accepted: 27 10 2019
pubmed: 15 11 2019
medline: 1 1 2020
entrez: 15 11 2019
Statut: ppublish

Résumé

The use of irrigation water sourced from reclamation facilities and untreated surface water bodies may be a practical solution to attenuate the burden on diminishing groundwater aquifers. However, comprehensive microbial characterizations of these water sources are generally lacking, especially with regard to variations through time and across multiple water types. To address this knowledge gap we used a shotgun metagenomic approach to characterize the taxonomic and functional variations of microbial communities within two agricultural ponds, two freshwater creeks, two brackish rivers, and three water reclamation facilities located in the Mid-Atlantic, United States. Water samples (n = 24) were collected from all sites between October and November 2016, and filtered onto 0.2 μm membrane filters. Filters were then subjected to total DNA extraction and shotgun sequencing on the Illumina HiSeq platform. From these data, we found that Betaproteobacteria dominated the majority of freshwater sites, while Alphaproteobacteria were abundant at times in the brackish waters. One of these brackish sites was also host to a greater abundance of the bacterial genera Gimesia and Microcystis. Furthermore, predicted microbial features (e.g. antibiotic resistance genes (ARGs) and Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) arrays) varied based on specific site and sampling date. ARGs were found across samples, with the diversity and abundance highest in those from a reclamation facility and a wastewater-impacted freshwater creek. Additionally, we identified over 600 CRISPR arrays, containing ∼2600 unique spacers, suggestive of a diverse and often site-specific phage community. Overall, these results provide a better understanding of the complex microbial community in untreated surface and reclaimed waters, while highlighting possible environmental and human health impacts associated with their use in agriculture.

Identifiants

pubmed: 31726395
pii: S0043-1354(19)31024-3
doi: 10.1016/j.watres.2019.115250
pii:
doi:

Substances chimiques

Waste Water 0

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

115250

Informations de copyright

Copyright © 2019 Elsevier Ltd. All rights reserved.

Auteurs

Jessica Chopyk (J)

Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.

Daniel J Nasko (DJ)

Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA.

Sarah Allard (S)

Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.

Anthony Bui (A)

Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA.

Todd Treangen (T)

Department of Computer Science, Rice University, Houston, TX, USA.

Mihai Pop (M)

Center for Bioinformatics and Computational Biology, Institute for Advanced Computer Sciences, University of Maryland, College Park, MD, USA.

Emmanuel F Mongodin (EF)

Institute for Genome Sciences and Department of Microbiology and Immunology, University of Maryland School of Medicine, Baltimore, MD, USA.

Amy R Sapkota (AR)

Maryland Institute for Applied Environmental Health, University of Maryland School of Public Health, College Park, MD, USA. Electronic address: ars@umd.edu.

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Classifications MeSH