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      Characterization of the Microbiome at the World’s Largest Potable Water Reuse Facility

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          Abstract

          Conventional water resources are not sufficient in many regions to meet the needs of growing populations. Due to cyclical weather cycles, drought, and climate change, water stress has increased worldwide including in Southern California, which serves as a model for regions that integrate reuse of wastewater for both potable and non-potable use. The Orange County Water District (OCWD) Advanced Water Purification Facility (AWPF) is a highly engineered system designed to treat and produce up to 100 million gallons per day (MGD) of purified water from a municipal wastewater source for potable reuse. Routine facility microbial water quality analysis is limited to standard indicators at this and similar facilities. Given recent advances in high throughput DNA sequencing techniques, complete microbial profiling of communities in water samples is now possible. By using 16S/18S rRNA gene sequencing, metagenomic and metatranscriptomic sequencing coupled to a highly accurate identification method along with 16S rRNA gene qPCR, we describe a detailed view of the total microbial community throughout the facility. The total bacterial load of the water at stages of the treatment train ranged from 3.02 × 10 6 copies in source, unchlorinated wastewater feed to 5.49 × 10 1 copies of 16S rRNA gene/mL after treatment (consisting of microfiltration, reverse osmosis, and ultraviolet/advanced oxidation). Microbial diversity and load decreased by several orders of magnitude after microfiltration and reverse osmosis treatment, falling to almost non-detectable levels that more closely resembled controls of molecular grade laboratory water than the biomass detected in the source water. The presence of antibiotic resistance genes and viruses was also greatly reduced. Overall, system design performance was achieved, and comprehensive microbial community analysis was found to enable a more complete characterization of the water/wastewater microbial signature.

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          Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities.

          mothur aims to be a comprehensive software package that allows users to use a single piece of software to analyze community sequence data. It builds upon previous tools to provide a flexible and powerful software package for analyzing sequencing data. As a case study, we used mothur to trim, screen, and align sequences; calculate distances; assign sequences to operational taxonomic units; and describe the alpha and beta diversity of eight marine samples previously characterized by pyrosequencing of 16S rRNA gene fragments. This analysis of more than 222,000 sequences was completed in less than 2 h with a laptop computer.
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            Measurement of in situ activities of nonphotosynthetic microorganisms in aquatic and terrestrial habitats.

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              Management Options for Reducing the Release of Antibiotics and Antibiotic Resistance Genes to the Environment

              Background: There is growing concern worldwide about the role of polluted soil and water environments in the development and dissemination of antibiotic resistance. Objective: Our aim in this study was to identify management options for reducing the spread of antibiotics and antibiotic-resistance determinants via environmental pathways, with the ultimate goal of extending the useful life span of antibiotics. We also examined incentives and disincentives for action. Methods: We focused on management options with respect to limiting agricultural sources; treatment of domestic, hospital, and industrial wastewater; and aquaculture. Discussion: We identified several options, such as nutrient management, runoff control, and infrastructure upgrades. Where appropriate, a cross-section of examples from various regions of the world is provided. The importance of monitoring and validating effectiveness of management strategies is also highlighted. Finally, we describe a case study in Sweden that illustrates the critical role of communication to engage stakeholders and promote action. Conclusions: Environmental releases of antibiotics and antibiotic-resistant bacteria can in many cases be reduced at little or no cost. Some management options are synergistic with existing policies and goals. The anticipated benefit is an extended useful life span for current and future antibiotics. Although risk reductions are often difficult to quantify, the severity of accelerating worldwide morbidity and mortality rates associated with antibiotic resistance strongly indicate the need for action.
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                Author and article information

                Contributors
                Journal
                Front Microbiol
                Front Microbiol
                Front. Microbiol.
                Frontiers in Microbiology
                Frontiers Media S.A.
                1664-302X
                26 October 2018
                2018
                : 9
                : 2435
                Affiliations
                [1] 1Department of Civil and Environmental Engineering, Colorado School of Mines , Golden, CO, United States
                [2] 2Department of Research and Development, Orange County Water District , Fountain Valley, CA, United States
                [3] 3CosmosID, Inc. , Rockville, MD, United States
                [4] 4Department of Cell Biology and Molecular Genetics, University of Maryland , College Park, MD, United States
                Author notes

                Edited by: Wen-Tso Liu, University of Illinois at Urbana–Champaign, United States

                Reviewed by: Dong Li, University of California, Santa Barbara, United States; Ikuro Kasuga, The University of Tokyo, Japan

                *Correspondence: John R. Spear, jspear@ 123456mines.edu

                This article was submitted to Microbiotechnology, Ecotoxicology and Bioremediation, a section of the journal Frontiers in Microbiology

                Article
                10.3389/fmicb.2018.02435
                6212505
                30416489
                bb5f4147-c62e-417f-af48-57fe061c1c50
                Copyright © 2018 Stamps, Leddy, Plumlee, Hasan, Colwell and Spear.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 22 July 2018
                : 24 September 2018
                Page count
                Figures: 6, Tables: 1, Equations: 0, References: 61, Pages: 16, Words: 0
                Categories
                Microbiology
                Original Research

                Microbiology & Virology
                water reuse,pathogens,water purification,metatranscriptomics,metagenomics
                Microbiology & Virology
                water reuse, pathogens, water purification, metatranscriptomics, metagenomics

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