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Rockey N, Young S, Kohn T, Pecson B, Wobus CE, Raskin L, Wigginton KR. UV Disinfection of Human Norovirus: Evaluating Infectivity Using a Genome-Wide PCR-Based Approach. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:2851-2858. [PMID: 31976661 DOI: 10.1021/acs.est.9b05747] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
The removal and inactivation of infectious human norovirus (HuNoV) is a major focus in water purification, but the effectiveness of disinfection processes on norovirus is largely unknown owing to the lack of a readily available infectivity assay. In particular, norovirus behavior through unit processes may be over- or underestimated using current approaches for assessing HuNoV infectivity (e.g., surrogates, molecular methods). Here, we fill a critical knowledge gap by estimating inactivation data for HuNoV after exposure to UV254, a commonly used disinfection process in the water industry. Specifically, we used a PCR-based approach that accurately tracks positive-sense single-stranded RNA virus inactivation without relying on culturing methods. We first confirmed that the approach is valid with a culturable positive-sense single-stranded RNA human virus, coxsackievirus B5, by applying both qPCR- and culture-based methods to measure inactivation kinetics with UV254 treatment. We then applied the qPCR-based method to establish a UV254 inactivation curve for HuNoV (inactivation rate constant = 0.27 cm2 mJ-1). Based on a comparison with previously published data, HuNoV exhibited similar UV254 susceptibility compared with other enteric single-stranded RNA viruses (e.g., Echovirus 12, feline calicivirus) but degraded much faster than MS2 (inactivation rate constant = 0.14 cm2 mJ-1). In addition to establishing a HuNoV inactivation rate constant, we developed an approach using a single qPCR assay that can be applied to estimate HuNoV inactivation in UV254 disinfection systems.
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Affiliation(s)
- Nicole Rockey
- Department of Civil & Environmental Engineering, University of Michigan, Ann Arbor 48109, Michigan, United States
| | - Suzanne Young
- Laboratory of Environmental Chemistry, School of Architecture, Civil & Environmental Engineering (ENAC), École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
| | - Tamar Kohn
- Laboratory of Environmental Chemistry, School of Architecture, Civil & Environmental Engineering (ENAC), École Polytechnique Fédérale de Lausanne, Lausanne 1015, Switzerland
| | - Brian Pecson
- Trussell Technologies, Inc., Oakland 94612, California, United States
| | - Christiane E Wobus
- Department of Microbiology & Immunology, University of Michigan, Ann Arbor 48109, Michigan, United States
| | - Lutgarde Raskin
- Department of Civil & Environmental Engineering, University of Michigan, Ann Arbor 48109, Michigan, United States
| | - Krista R Wigginton
- Department of Civil & Environmental Engineering, University of Michigan, Ann Arbor 48109, Michigan, United States
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52
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Rachmadi AT, Kitajima M, Kato T, Kato H, Okabe S, Sano D. Required Chlorination Doses to Fulfill the Credit Value for Disinfection of Enteric Viruses in Water: A Critical Review. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2020; 54:2068-2077. [PMID: 31927958 DOI: 10.1021/acs.est.9b01685] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
A credit value of virus inactivation has been assigned to the disinfection step in international and domestic guidelines for wastewater reclamation and reuse. To fulfill the credit value for water disinfection, water engineers need to apply an appropriate disinfection strength, expressed as a CT value (mg × min/L), which is a product of disinfectant concentration and contact time, against enteric viruses in wastewater. In the present study, we extracted published experimental data on enteric virus inactivation using free chlorine and monochloramine and applied the Tobit analysis and simple linear regression analysis to calculate the range of CT values (mg × min/L) needed for 4-log10 inactivation. Data were selected from peer-reviewed papers containing kinetics data of virus infectivity and chlorine residual in water. Coxsackie B virus and echovirus require higher CT values (lower susceptibility) for 4-log10 inactivation than adenovirus and a human norovirus surrogate (murine norovirus) with free chlorine. On the other hand, adenovirus has lower susceptibility to monochloramine compared to murine norovirus, coxsackievirus, and echovirus. The factors that influence the required CT value are virus type, pH, water temperature, and water matrix. This systematic review demonstrates that enteroviruses and adenovirus are appropriate representative enteric viruses to evaluate water disinfection using free chlorine and monochloramine, respectively.
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Affiliation(s)
- Andri Taruna Rachmadi
- Department of Frontier Science for Advanced Environment, Graduate School of Environmental Studies , Tohoku University , Aoba 6-6-06, Aramaki, Aoba-ku , Sendai , Miyagi 980-8579 , Japan
- Division of Environmental Engineering , Hokkaido University , North 13, West 8, Kita-ku , Sapporo , Hokkaido 060-8628 , Japan
- Water Desalination and Reuse Center (WDRC) , King Abdullah University of Science and Technology (KAUST) , Thuwal 23955-6900 , Saudi Arabia
| | - Masaaki Kitajima
- Division of Environmental Engineering , Hokkaido University , North 13, West 8, Kita-ku , Sapporo , Hokkaido 060-8628 , Japan
| | - Tsuyoshi Kato
- Division of Electronics and Informatics, Faculty of Science and Technology , Gunma University , Tenjin-cho 1-5-1 , Kiryu , Gunma 376-8515 , Japan
- Center for Research on Adoption of NextGen Transportation Systems (CRANTS) , Gunma University , Aramaki-machi 4-2 , Maebashi , Gunma 371-8510 , Japan
- Integrated Institute for Regulatory Science , Waseda University , Tsurumaki-cho 513, Shinjuku-ku , Tokyo 162-0041 , Japan
| | - Hiroyuki Kato
- Japan Institute of Wastewater Engineering and Technology , 3-1 Suido-Cho, Shinjuku-ku , Tokyo 162-0811 , Japan
- New Industry Creation Hatchery Center , Tohoku University , Aoba 6-6-10, Aramaki, Aoba-ku , Sendai , Miyagi 980-8579 , Japan
| | - Satoshi Okabe
- Division of Environmental Engineering , Hokkaido University , North 13, West 8, Kita-ku , Sapporo , Hokkaido 060-8628 , Japan
| | - Daisuke Sano
- Department of Frontier Science for Advanced Environment, Graduate School of Environmental Studies , Tohoku University , Aoba 6-6-06, Aramaki, Aoba-ku , Sendai , Miyagi 980-8579 , Japan
- Department of Civil and Environmental Engineering , Tohoku University , Aoba 6-6-06, Aramaki, Aoba-ku , Sendai , Miyagi 980-8579 , Japan
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53
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Randazzo W, Piqueras J, Evtoski Z, Sastre G, Sancho R, Gonzalez C, Sánchez G. Interlaboratory Comparative Study to Detect Potentially Infectious Human Enteric Viruses in Influent and Effluent Waters. FOOD AND ENVIRONMENTAL VIROLOGY 2019; 11:350-363. [PMID: 31154654 DOI: 10.1007/s12560-019-09392-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2019] [Accepted: 05/27/2019] [Indexed: 05/18/2023]
Abstract
Wastewater represents the main reusable water source after being adequately sanitized by wastewater treatment plants (WWTPs). In this sense, only bacterial quality indicators are usually checked to this end, and human pathogenic viruses usually escape from both sanitization procedures and controls, posing a health risk on the use of effluent waters. In this study, we evaluated a protocol based on aluminum adsorption-precipitation to concentrate several human enteric viruses, including norovirus genogroup I (NoV GI), NoV GII, hepatitis A virus (HAV), astrovirus (HAstV), and rotavirus (RV), with limits of detection of 4.08, 4.64, 5.46 log genomic copies (gc)/L, 3.31, and 5.41 log PCR units (PCRU)/L, respectively. Furthermore, the method was applied in two independent laboratories to monitor the presence of NoV GI, NoV GII, and HAV in effluent and influent waters collected from five WWTPs at two different sampling dates. Concomitantly, a viability PMAxx-RT-qPCR was applied to all the samples to get information on the potential infectivity of both influent and effluent waters. The ranges of the titers in influent waters for NoV GI, NoV GII, RV, and HAstV were 4.80-7.56, 5.19-7.31 log gc/L, 5.41-6.52, and 4.59-7.33 log PCRU/L, respectively. In effluent waters, the titers ranged between 4.08 and 6.27, 4.64 and 6.08 log gc/L, < 5.51, and between 3.31 and 5.58 log PCRU/L. Moreover, the viral titers detected by viability RT-qPCR showed statistical differences with RT-qPCR alone, suggesting the potential viral infectivity of the samples despite some observed reductions. The proposed method could be applied in ill-equipped laboratories, due to the lack of a requirement for a specific apparatus (i.e., ultracentrifuge).
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Affiliation(s)
- Walter Randazzo
- Department of Microbiology and Ecology, University of Valencia, Av. Dr. Moliner, 50, Burjassot, 46100, Valencia, Spain.
- Department of Preservation and Food Safety Technologies, IATA-CSIC, Av. Agustín Escardino 7, Paterna, 46980, Valencia, Spain.
| | | | - Zoran Evtoski
- Department of Preservation and Food Safety Technologies, IATA-CSIC, Av. Agustín Escardino 7, Paterna, 46980, Valencia, Spain
- Department of Life, Health and Environmental Sciences, University of L'Aquila, P.le Salvatore Tommasi, 1, 67100, L'Aquila, Italy
| | | | - Raquel Sancho
- GAMASER, Isaac Peral, 4, Paterna, 46980, Valencia, Spain
| | | | - Gloria Sánchez
- Department of Preservation and Food Safety Technologies, IATA-CSIC, Av. Agustín Escardino 7, Paterna, 46980, Valencia, Spain.
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54
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Worley‐Morse T, Mann M, Khunjar W, Olabode L, Gonzalez R. Evaluating the fate of bacterial indicators, viral indicators, and viruses in water resource recovery facilities. WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2019; 91:830-842. [PMID: 30848516 PMCID: PMC6849880 DOI: 10.1002/wer.1096] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 02/15/2019] [Accepted: 02/22/2019] [Indexed: 05/03/2023]
Abstract
A year-long sampling campaign at nine water resource recovery facilities (WRRFs) was conducted to assess the treatability and fate of bacterial indicators, viral indicators, and viruses. Influent concentrations of viral indicators (male-specific and somatic coliphages) and bacterial indicators (Escherichia coli and enterococci) remained relatively constant, typically varying by one order of magnitude over the course of the year. Annual average bacterial indicator reduction ranged from 4.0 to 6.7 logs, and annual average viral indicator reduction ranged from 1.6 to 5.4 logs. Bacterial and viral indicator reduction depended on the WRRF's treatment processes, and bacterial indicator reduction was greater than viral indicator reduction for many processes. Viral reduction (adenovirus 41, norovirus GI, and norovirus GII) was more similar to viral indicator reduction than bacterial indicator reduction. Overall, this work suggests that viral indicator reduction in WRRFs is variable and depends on specific unit processes. Moreover, for the same unit treatment process, viral indicator reduction and bacterial indicator reduction can vary. PRACTITIONER POINTS: A year-long sampling campaign was conducted at nine water resource recovery facilities (WRRFs). The treatability and fate of bacterial indicators, viral indicators, and viruses were assessed. Viral indicator reduction in WRRFs is variable and depends on specific unit processes. For the same unit treatment process, viral indicator reduction and bacterial indicator reduction can vary.
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Affiliation(s)
| | | | | | | | - Raul Gonzalez
- Hampton Roads Sanitation DistrictVirginia BeachVirginia
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55
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Gerba CP, Betancourt WQ. Assessing the Occurrence of Waterborne Viruses in Reuse Systems: Analytical Limits and Needs. Pathogens 2019; 8:pathogens8030107. [PMID: 31336640 PMCID: PMC6789576 DOI: 10.3390/pathogens8030107] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Revised: 07/12/2019] [Accepted: 07/19/2019] [Indexed: 01/25/2023] Open
Abstract
Detection of waterborne enteric viruses is an essential tool in assessing the risk of waterborne transmission. Cell culture is considered a gold standard for detection of these viruses. However, it is important to recognize the uncertainty and limitations of enteric virus detection in cell culture. Cell culture cannot support replication of all virus types and strains, and numerous factors control the efficacy of specific virus detection assays, including chemical additives, cell culture passage number, and sequential passage of a sample in cell culture. These factors can result in a 2- to 100-fold underestimation of virus infectivity. Molecular methods reduce the time for detection of viruses and are useful for detection of those that do not produce cytopathogenic effects. The usefulness of polymerase chain reaction (PCR) to access virus infectivity has been demonstrated for only a limited number of enteric viruses and is limited by an understanding of the mechanism of virus inactivation. All of these issues are important to consider when assessing waterborne infectious viruses and expected goals on virus reductions needed for recycled water. The use of safety factors to account for this may be useful to ensure that the risks in drinking water and recycled water for potable reuse are minimized.
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Affiliation(s)
- Charles P Gerba
- Water and Energy Sustainable Technology (WEST) Center, The University of Arizona, 2959 W. Calle Agua Nueva, Tucson, AZ 85745, USA
| | - Walter Q Betancourt
- Water and Energy Sustainable Technology (WEST) Center, The University of Arizona, 2959 W. Calle Agua Nueva, Tucson, AZ 85745, USA.
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56
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Nappier SP, Soller JA, Eftim SE. Potable Water Reuse: What Are the Microbiological Risks? Curr Environ Health Rep 2019; 5:283-292. [PMID: 29721701 DOI: 10.1007/s40572-018-0195-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE OF REVIEW With the increasing interest in recycling water for potable reuse purposes, it is important to understand the microbial risks associated with potable reuse. This review focuses on potable reuse systems that use high-level treatment and de facto reuse scenarios that include a quantifiable wastewater effluent component. RECENT FINDINGS In this article, we summarize the published human health studies related to potable reuse, including both epidemiology studies and quantitative microbial risk assessments (QMRA). Overall, there have been relatively few health-based studies evaluating the microbial risks associated with potable reuse. Several microbial risk assessments focused on risks associated with unplanned (or de facto) reuse, while others evaluated planned potable reuse, such as indirect potable reuse (IPR) or direct potable reuse (DPR). The reported QMRA-based risks for planned potable reuse varied substantially, indicating there is a need for risk assessors to use consistent input parameters and transparent assumptions, so that risk results are easily translated across studies. However, the current results overall indicate that predicted risks associated with planned potable reuse scenarios may be lower than those for de facto reuse scenarios. Overall, there is a clear need to carefully consider water treatment train choices when wastewater is a component of the drinking water supply (whether de facto, IPR, or DPR). More data from full-scale water treatment facilities would be helpful to quantify levels of viruses in raw sewage and reductions across unit treatment processes for both culturable and molecular detection methods.
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Affiliation(s)
- Sharon P Nappier
- U.S. Environmental Protection Agency, Office of Water, Office of Science and Technology, 1200 Pennsylvania Avenue, NW, Washington, DC, 20460, USA.
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57
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Ballesté E, Pascual-Benito M, Martín-Díaz J, Blanch AR, Lucena F, Muniesa M, Jofre J, García-Aljaro C. Dynamics of crAssphage as a human source tracking marker in potentially faecally polluted environments. WATER RESEARCH 2019; 155:233-244. [PMID: 30851594 DOI: 10.1016/j.watres.2019.02.042] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 02/18/2019] [Accepted: 02/19/2019] [Indexed: 05/26/2023]
Abstract
Recent studies have shown that crAssphage is abundant in human faecal samples worldwide. It has thus been postulated as a potential microbial source tracking (MST) marker to detect human faecal pollution in water. However, an effective implementation of crAssphage in water management strategies will depend on an understanding of its environmental dynamics. In this work, the abundance and temporal distribution of crAssphage was analysed in the effluent of wastewater treatment plants using different sewage treatments, and in two rivers (water and sediments) that differ in pollution impact and flow regime. Additionally, the influence of environmental conditions (temperature and rainfall) on the removal of the marker was studied along a river section, and natural inactivation was assessed by a mesocosms approach. Molecular and culture-based tools were used to compare crAssphage abundance and dynamics with those of bacteria and bacteriophages currently applied as global indicators (E. coli, somatic coliphages, Bacteroides GA17 bacteriophages, and the human-associated MST markers HF183 and HMBif). CrAssphage concentrations in sewage effluent and river samples were similar to those of HF183 and HMBif and higher than other general and/or culture-based indicators (by 2-3 orders of magnitude). Measurement of crAssphage abundance revealed no temporal variability in the effluent, although rainfall events affected the dynamics, possibly through the mobilisation of sediments, where the marker was detected in high concentrations, and an increase in diffuse and point pollution. Another factor affecting crAssphage inactivation was temperature. Its persistence was longer compared with other bacterial markers analysed by qPCR but lower than culturable markers. The results of this study support the use of crAssphage as a human source tracking marker of faecal pollution in water, since it has similar abundances to other molecular human MST markers, yet with a longer persistence in the environment. Nevertheless, its use in combination with infectious bacteriophages is probably advisable.
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Affiliation(s)
- E Ballesté
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain.
| | - M Pascual-Benito
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
| | - J Martín-Díaz
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
| | - A R Blanch
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
| | - F Lucena
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
| | - M Muniesa
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
| | - J Jofre
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
| | - C García-Aljaro
- Department of Genetics, Microbiology and Statistics, Microbiology Section, Faculty of Biology, University of Barcelona, Diagonal 643, E-08028, Barcelona, Spain
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58
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Gonzales-Gustavson E, Rusiñol M, Medema G, Calvo M, Girones R. Quantitative risk assessment of norovirus and adenovirus for the use of reclaimed water to irrigate lettuce in Catalonia. WATER RESEARCH 2019; 153:91-99. [PMID: 30703677 DOI: 10.1016/j.watres.2018.12.070] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2018] [Revised: 09/22/2018] [Accepted: 12/31/2018] [Indexed: 05/21/2023]
Abstract
Wastewater is an important resource in water-scarce regions of the world, and its use in agriculture requires the guarantee of acceptable public health risks. The use of fecal indicator bacteria to evaluate safety does not represent viruses, the main potential health hazards. Viral pathogens could complement the use of fecal indicator bacteria in the evaluation of water quality. In this study, we characterized the concentration and removal of human adenovirus (HAdV) and norovirus genogroup II (NoV GII), highly abundant and important viral pathogens found in wastewater, in two wastewater treatment plants (WWTPs) that use different tertiary treatments (constructed wetland vs conventional UV, chlorination and Actiflo® treatments) for a year in Catalonia. The main objective of this study was to develop a Quantitative Microbial Risk Assessment for viral gastroenteritis caused by norovirus GII and adenovirus, associated with the ingestion of lettuce irrigated with tertiary effluents from these WWTPs. The results show that the disease burden of NoV GII and HAdV for the consumption of lettuce irrigated with tertiary effluent from either WWTP was higher than the WHO recommendation of 10-6 DALYs for both viruses. The WWTP with constructed wetland showed a higher viral reduction on average (3.9 and 2.8 logs for NoV GII and HAdV, respectively) than conventional treatment (1.9 and 2.5 logs) but a higher variability than the conventional WWTP. Sensitivity analysis demonstrated that the input parameters used to estimate the viral reduction by treatment and viral concentrations accounted for much of the model output variability. The estimated reductions required to reach the WHO recommended levels in tertiary effluent are influenced by the characteristics of the treatments developed in the WWTPs, and additional average reductions are necessary (in WWTP with a constructed wetland: A total of 6.7 and 5.1 logs for NoV GII and HAdV, respectively; and in the more conventional treatment: 7 and 5.6 logs). This recommendation would be achieved with an average quantification of 0.5 genome copies per 100 mL in reclaimed water for both viruses. The results suggest that the analyzed reclaimed water would require additional treatments to achieve acceptable risk in the irrigation of vegetables with reclaimed water.
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Affiliation(s)
- Eloy Gonzales-Gustavson
- Laboratory of Virus Contaminants of Water and Food, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, Avinguda Diagonal 643, 08028, Barcelona, Catalonia, Spain; Tropical and Highlands Veterinary Research Institute, School of Veterinary Medicine, San Marcos University, Carretera Central s/n, El Mantaro, Peru.
| | - Marta Rusiñol
- Laboratory of Virus Contaminants of Water and Food, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, Avinguda Diagonal 643, 08028, Barcelona, Catalonia, Spain.
| | - Gertjan Medema
- KWR Watercycle Research Institute, P.O. Box 1072, 3430, BB Nieuwegein, the Netherlands; The Netherlands and Delft University of Technology, the Netherlands.
| | - Miquel Calvo
- Section of Statistics, Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, Avinguda Diagonal 643, 08028, Barcelona, Catalonia, Spain.
| | - Rosina Girones
- Laboratory of Virus Contaminants of Water and Food, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, University of Barcelona, Avinguda Diagonal 643, 08028, Barcelona, Catalonia, Spain.
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Nappier SP, Hong T, Ichida A, Goldstone A, Eftim SE. Occurrence of coliphage in raw wastewater and in ambient water: A meta-analysis. WATER RESEARCH 2019; 153:263-273. [PMID: 30735956 PMCID: PMC7169987 DOI: 10.1016/j.watres.2018.12.058] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 12/21/2018] [Accepted: 12/22/2018] [Indexed: 05/20/2023]
Abstract
Coliphage have been proposed as indicators of fecal contamination in recreational waters because they better reflect the persistence of pathogenic viruses in the environment and through wastewater treatment than traditional fecal indicator bacteria. Herein, we conducted a systematic literature search of peer-reviewed publications to identify coliphage density data (somatic and male-specific, or MSC) in raw wastewater and ambient waters. The literature review inclusion criteria included scope, study quality, and data availability. A non-parametric two-stage bootstrap analysis was used to estimate the coliphage distributions in raw wastewater and account for geographic region and season. Additionally, two statistical methodologies were explored for developing coliphage density distributions in ambient waters, to account for the nondetects in the datasets. In raw wastewater, the analysis resulted in seasonal density distributions of somatic coliphage (SC) (mean 6.5 log10 plaque forming units (PFU)/L; 95% confidence interval (CI): 6.2-6.8) and MSC (mean 5.9 log10 PFU/L; 95% CI: 5.5-6.1). In ambient waters, 49% of MSC samples were nondetects, compared with less than 5% for SC. Overall distributional estimates of ambient densities of coliphage were statistically higher for SC than for MSC (mean 3.4 and 1.0 log10 PFU/L, respectively). Distributions of coliphage in raw wastewater and ambient water will be useful for future microbial risk assessments.
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Affiliation(s)
- Sharon P Nappier
- U.S. Environmental Protection Agency, Office of Water, Office of Science and Technology, 1200 Pennsylvania Avenue, NW, Washington, DC, 20460, USA.
| | - Tao Hong
- ICF, LLC, 9300 Lee Highway, Fairfax, VA, 22031, USA
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Symonds EM, Rosario K, Breitbart M. Pepper mild mottle virus: Agricultural menace turned effective tool for microbial water quality monitoring and assessing (waste)water treatment technologies. PLoS Pathog 2019; 15:e1007639. [PMID: 30998781 PMCID: PMC6472819 DOI: 10.1371/journal.ppat.1007639] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Affiliation(s)
- Erin M. Symonds
- College of Marine Science, University of South Florida, Saint Petersburg, Florida, United States of America
| | - Karyna Rosario
- College of Marine Science, University of South Florida, Saint Petersburg, Florida, United States of America
| | - Mya Breitbart
- College of Marine Science, University of South Florida, Saint Petersburg, Florida, United States of America
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61
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Kittigul L, Rupprom K, Che‐arsae M, Pombubpa K, Thongprachum A, Hayakawa S, Ushijima H. Occurrence of noroviruses in recycled water and sewage sludge: emergence of recombinant norovirus strains. J Appl Microbiol 2019; 126:1290-1301. [DOI: 10.1111/jam.14201] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 12/31/2018] [Accepted: 01/08/2019] [Indexed: 11/26/2022]
Affiliation(s)
- L. Kittigul
- Department of Microbiology Faculty of Public Health Mahidol University Bangkok Thailand
| | - K. Rupprom
- Department of Microbiology Faculty of Public Health Mahidol University Bangkok Thailand
| | - M. Che‐arsae
- Department of Microbiology Faculty of Public Health Mahidol University Bangkok Thailand
| | - K. Pombubpa
- Department of Microbiology Faculty of Public Health Mahidol University Bangkok Thailand
| | - A. Thongprachum
- Faculty of Public Health Chiang Mai University Chiang Mai Thailand
| | - S. Hayakawa
- Division of Microbiology Department of Pathology and Microbiology Nihon University School of Medicine Tokyo Japan
| | - H. Ushijima
- Division of Microbiology Department of Pathology and Microbiology Nihon University School of Medicine Tokyo Japan
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62
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Farkas K, Marshall M, Cooper D, McDonald JE, Malham SK, Peters DE, Maloney JD, Jones DL. Seasonal and diurnal surveillance of treated and untreated wastewater for human enteric viruses. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2018; 25:33391-33401. [PMID: 30259243 PMCID: PMC6245017 DOI: 10.1007/s11356-018-3261-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Accepted: 09/14/2018] [Indexed: 04/16/2023]
Abstract
Understanding the abundance and fate of human viral pathogens in wastewater is essential when assessing the public health risks associated with wastewater discharge to the environment. Typically, however, the microbiological monitoring of wastewater is undertaken on an infrequent basis and peak discharge events may be missed leading to the misrepresentation of risk levels. To evaluate diurnal patterns in wastewater viral loading, we undertook 3-day sampling campaigns with bi-hourly sample collection over three seasons at three wastewater treatment plants. Untreated influent was collected at Ganol and secondary-treated effluent was sampled at Llanrwst and Betws-y-Coed (North Wales, UK). Our results confirmed the presence of human adenovirus (AdV), norovirus genotypes I and II (NoVGI and NoVGII) in both influent and effluent samples while sapovirus GI (SaVGI) was only detected in influent water. The AdV titre was high and relatively constant in all samples, whereas the NoVGI, NoVGII and SaVGI showed high concentrations during autumn and winter and low counts during the summer. Diurnal patterns were detected in pH and turbidity for some sampling periods; however, no such changes in viral titres were observed apart from slight fluctuations in the influent samples. Our findings suggest that viral particle number in wastewater is not affected by daily chemical fluctuations. Hence, a grab sample taken at any point during the day may be sufficient to enumerate the viral load of wastewater effluent within an order of magnitude while four samples a day are recommended for testing wastewater influent samples.
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Affiliation(s)
- Kata Farkas
- School of Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd, LL57 2UW, UK.
| | - Miles Marshall
- School of Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd, LL57 2UW, UK
- Centre for Ecology and Hydrology, Environment Centre Wales, Deiniol Road, Bangor, LL57 2UW, UK
| | - David Cooper
- Centre for Ecology and Hydrology, Environment Centre Wales, Deiniol Road, Bangor, LL57 2UW, UK
| | - James E McDonald
- School of Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd, LL57 2UW, UK
| | - Shelagh K Malham
- School of Ocean Sciences, Bangor University, Menai Bridge, Anglesey, LL59 5AB, UK
| | - Dafydd E Peters
- School of Medical Sciences, Bangor University, Brigantia Building, Penrallt Road, Bangor, Gwynedd, LL57 2AS, UK
| | - John D Maloney
- School of Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd, LL57 2UW, UK
| | - Davey L Jones
- School of Natural Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd, LL57 2UW, UK
- UWA School of Agriculture and Environment, University of Western Australia, Crawley, WA, 6009, Australia
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63
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Symonds EM, Nguyen KH, Harwood VJ, Breitbart M. Pepper mild mottle virus: A plant pathogen with a greater purpose in (waste)water treatment development and public health management. WATER RESEARCH 2018; 144:1-12. [PMID: 30005176 PMCID: PMC6162155 DOI: 10.1016/j.watres.2018.06.066] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2018] [Revised: 06/26/2018] [Accepted: 06/28/2018] [Indexed: 05/06/2023]
Abstract
An enteric virus surrogate and reliable domestic wastewater tracer is needed to manage microbial quality of food and water as (waste)water reuse becomes more prevalent in response to population growth, urbanization, and climate change. Pepper mild mottle virus (PMMoV), a plant pathogen found at high concentrations in domestic wastewater, is a promising surrogate for enteric viruses that has been incorporated into over 29 water- and food-related microbial quality and technology investigations around the world. This review consolidates the available literature from across disciplines to provide guidance on the utility of PMMoV as either an enteric virus surrogate and/or domestic wastewater marker in various situations. Synthesis of the available research supports PMMoV as a useful enteric virus process indicator since its high concentrations in source water allow for identifying the extent of virus log-reductions in field, pilot, and full-scale (waste)water treatment systems. PMMoV reduction levels during many forms of wastewater treatment were less than or equal to the reduction of other viruses, suggesting this virus can serve as an enteric virus surrogate when evaluating new treatment technologies. PMMoV excels as an index virus for enteric viruses in environmental waters exposed to untreated domestic wastewater because it was detected more frequently and in higher concentrations than other human viruses in groundwater (72.2%) and surface waters (freshwater, 94.5% and coastal, 72.2%), with pathogen co-detection rates as high as 72.3%. Additionally, PMMoV is an important microbial source tracking marker, most appropriately associated with untreated domestic wastewater, where its pooled-specificity is 90% and pooled-sensitivity is 100%, as opposed to human feces where its pooled-sensitivity is only 11.3%. A limited number of studies have also suggested that PMMoV may be a useful index virus for enteric viruses in monitoring the microbial quality of fresh produce and shellfish, but further research is needed on these topics. Finally, future work is needed to fill in knowledge gaps regarding PMMoV's global specificity and sensitivity.
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Affiliation(s)
- E M Symonds
- University of South Florida, College of Marine Science, 140 7th Avenue South, St. Petersburg, FL, USA.
| | - Karena H Nguyen
- University of South Florida, Department of Integrative Biology, 4202 E. Fowler Avenue, Tampa, FL, USA.
| | - V J Harwood
- University of South Florida, Department of Integrative Biology, 4202 E. Fowler Avenue, Tampa, FL, USA.
| | - M Breitbart
- University of South Florida, College of Marine Science, 140 7th Avenue South, St. Petersburg, FL, USA.
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64
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Sassi HP, Tuttle KD, Betancourt WQ, Kitajima M, Gerba CP. Persistence of Viruses by qPCR Downstream of Three Effluent-Dominated Rivers in the Western United States. FOOD AND ENVIRONMENTAL VIROLOGY 2018; 10:297-304. [PMID: 29679283 DOI: 10.1007/s12560-018-9343-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2017] [Accepted: 04/07/2018] [Indexed: 05/20/2023]
Abstract
This study was designed to determine the quantitative polymerase chain reaction (qPCR) signal persistence of viruses in three effluent-dominated streams. Samples were collected from the effluent outfall of three wastewater treatment plants in the Western United States and downstream at different locations. All samples were tested for the presence of pepper mild mottle virus (PMMoV), adenoviruses, norovirus GI and GII, Aichi virus, and enteroviruses using qPCR. PMMoV was detected most frequently in 54/57 (94.7%) samples, followed by adenoviruses which was detected in 21/57 (36.8%) samples. PMMoV was detected at all locations downstream and up to 32 km from the discharge point. This study demonstrated that the detection signal of PMMoV was able to persist in wastewater discharges to a greater degree than human enteric viruses in effluent-dominated rivers.
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Affiliation(s)
- Hannah P Sassi
- Faculty of Science, School of Life and Environmental Science, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Koiya D Tuttle
- Department of Soil, Water and Environmental Science, The University of Arizona, Tucson, AZ, 85721, USA
| | - Walter Q Betancourt
- Department of Soil, Water and Environmental Science, The University of Arizona, Tucson, AZ, 85721, USA
| | - Masaaki Kitajima
- Department of Environmental Engineering, Faculty of Engineering, Hokkaido University, Sapporo, Hokkaido, 060-8628, Japan
| | - Charles P Gerba
- Department of Soil, Water and Environmental Science, The University of Arizona, Tucson, AZ, 85721, USA.
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Farkas K, Cooper DM, McDonald JE, Malham SK, de Rougemont A, Jones DL. Seasonal and spatial dynamics of enteric viruses in wastewater and in riverine and estuarine receiving waters. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 634:1174-1183. [PMID: 29710623 DOI: 10.1016/j.scitotenv.2018.04.038] [Citation(s) in RCA: 99] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 03/29/2018] [Accepted: 04/04/2018] [Indexed: 04/14/2023]
Abstract
Enteric viruses represent a global public health threat and are implicated in numerous foodborne and waterborne disease outbreaks. Nonetheless, relatively little is known of their fate and stability in the environment. In this study we used carefully validated methods to monitor enteric viruses, namely adenovirus (AdV), JC polyomavirus (JCV), noroviruses (NoVs), sapovirus (SaV) and hepatitis A and E viruses (HAV and HEV) from wastewater source to beaches and shellfish beds. Wastewater influent and effluent, surface water, sediment and shellfish samples were collected in the Conwy catchment (North Wales, UK) once a month for one year. High concentrations of AdV and JCV were found in the majority of samples, and no seasonal patterns were observed. No HAV and HEV were detected and no related illnesses were reported in the area during the period of sampling. Noroviruses and SaV were also detected at high concentrations in wastewater and surface water, and their presence correlated with local gastroenteritis outbreaks during the spring and autumn seasons. Noroviruses were also found in estuarine sediment and in shellfish harvested for human consumption. As PCR-based methods were used for quantification, viral infectivity and degradation was estimated using a NoV capsid integrity assay. The assay revealed low-levels of viral decay in wastewater effluent compared to influent, and more significant decay in environmental waters and sediment. Results suggest that AdV and JCV may be suitable markers for the assessment of the spatial distribution of wastewater contamination in the environment; and pathogenic viruses can be directly monitored during and after reported outbreaks to prevent further environment-derived illnesses.
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Affiliation(s)
- Kata Farkas
- School of Environment, Natural Resources and Geography, Bangor University, Deiniol Road, Bangor, Gwynedd LL57 2UW, UK.
| | - David M Cooper
- Centre for Ecology and Hydrology, Environment Centre Wales, Deiniol Road, Bangor LL57 2UW, UK
| | - James E McDonald
- School of Biological Sciences, Bangor University, Deiniol Road, Bangor, Gwynedd LL57 2UW, UK
| | - Shelagh K Malham
- School of Ocean Sciences, Bangor University, Menai Bridge, Anglesey LL59 5AB, UK
| | - Alexis de Rougemont
- Centre National de Référence Virus des gastro-entérites, Laboratoire de Virologie-Sérologie, CHU de Dijon, 2 rue Angélique Ducoudray, BP37013, 21070 Dijon cedex, France; UMR PAM A 02.102 Procédés Alimentaires et Microbiologiques, Université de Bourgogne Franche-Comté/AgroSup Dijon, 1 Esplanade Erasme, 21000 Dijon, France
| | - Davey L Jones
- School of Environment, Natural Resources and Geography, Bangor University, Deiniol Road, Bangor, Gwynedd LL57 2UW, UK
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66
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Arden S, Ma X. Constructed wetlands for greywater recycle and reuse: A review. THE SCIENCE OF THE TOTAL ENVIRONMENT 2018; 630:587-599. [PMID: 29494968 PMCID: PMC7362998 DOI: 10.1016/j.scitotenv.2018.02.218] [Citation(s) in RCA: 60] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 02/17/2018] [Accepted: 02/18/2018] [Indexed: 05/21/2023]
Abstract
Concern over dwindling water supplies for urban areas as well as environmental degradation from existing urban water systems has motivated research into more resilient and sustainable water supply strategies. Greywater reuse has been suggested as a way to diversify local water supply portfolios while at the same time lessening the burden on existing environments and infrastructure. Constructed wetlands have been proposed as an economically and energetically efficient unit process to treat greywater for reuse purposes, though their ability to consistently meet applicable water quality standards, microbiological in particular, is questionable. We therefore review the existing case study literature to summarize the treatment performance of greywater wetlands in the context of chemical, physical and microbiological water quality standards. Based on a cross-section of different types of wetlands, including surface flow, subsurface flow, vertical and recirculating vertical flow, across a range of operating conditions, we show that although microbiological standards cannot reliably be met, given either sufficient retention time or active recirculation, chemical and physical standards can. We then review existing case study literature for typical water supply disinfection unit processes including chlorination, ozonation and ultraviolet radiation treating either raw or treated greywater specifically. An evaluation of effluent water quality from published wetland case studies and the expected performance from disinfection processes shows that under appropriate conditions these two unit processes together can likely produce effluent of sufficient quality to meet all nonpotable reuse standards. Specifically, we suggest that recycling vertical flow wetlands combined with ultraviolet radiation disinfection and chlorine residual is the best combination to reliably meet the standards.
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Affiliation(s)
- S Arden
- University of Florida, 100 Phelps Lab, Gainesville, FL 32611, United States
| | - X Ma
- U.S. Environmental Protection Agency, 26 W. Martin Luther King Dr., Cincinnati, OH 45268, United States.
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67
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Betancourt WQ, Abd-Elmaksoud S, Gerba CP. Efficiency of Reovirus Concentration from Water with Positively Charged Filters. FOOD AND ENVIRONMENTAL VIROLOGY 2018; 10:209-211. [PMID: 29243126 DOI: 10.1007/s12560-017-9332-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Accepted: 12/11/2017] [Indexed: 06/07/2023]
Abstract
This study examined the efficacy of reovirus concentration from large volumes of water using two positively charged filters: Zeta Plus 1MDS and NanoCeram. The results indicated that an average of 61 and 81% of input reoviruses were effectively recovered, respectively, from recycled water and tap water using NanoCeram filtration.
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Affiliation(s)
- Walter Q Betancourt
- Water & Energy Sustainable Technology (WEST) Center, The University of Arizona, 2959 W Calle Agua Nueva, Tucson, AZ, 85745, USA.
| | - Sherif Abd-Elmaksoud
- Environmental Virology Laboratory, Department of Water Pollution Research, National Research Centre, Cairo, Egypt
| | - Charles P Gerba
- Water & Energy Sustainable Technology (WEST) Center, The University of Arizona, 2959 W Calle Agua Nueva, Tucson, AZ, 85745, USA
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68
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Gerba CP, Betancourt WQ, Kitajima M, Rock CM. Reducing uncertainty in estimating virus reduction by advanced water treatment processes. WATER RESEARCH 2018; 133:282-288. [PMID: 29407709 DOI: 10.1016/j.watres.2018.01.044] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 01/18/2018] [Accepted: 01/19/2018] [Indexed: 05/21/2023]
Abstract
Treatment of wastewater for potable reuse requires the reduction of enteric viruses to levels that pose no significant risk to human health. Advanced water treatment trains (e.g., chemical clarification, reverse osmosis, ultrafiltration, advanced oxidation) have been developed to provide reductions of viruses to differing levels of regulatory control depending upon the levels of human exposure and associated health risks. Importance in any assessment is information on the concentration and types of viruses in the untreated wastewater, as well as the degree of removal by each treatment process. However, it is critical that the uncertainty associated with virus concentration and removal or inactivation by wastewater treatment be understood to improve these estimates and identifying research needs. We reviewed the critically literature to assess to identify uncertainty in these estimates. Biological diversity within families and genera of viruses (e.g. enteroviruses, rotaviruses, adenoviruses, reoviruses, noroviruses) and specific virus types (e.g. serotypes or genotypes) creates the greatest uncertainty. These aspects affect the methods for detection and quantification of viruses and anticipated removal efficiency by treatment processes. Approaches to reduce uncertainty may include; 1) inclusion of a virus indicator for assessing efficiency of virus concentration and detection by molecular methods for each sample, 2) use of viruses most resistant to individual treatment processes (e.g. adenoviruses for UV light disinfection and reoviruses for chlorination), 3) data on ratio of virion or genome copies to infectivity in untreated wastewater, and 4) assessment of virus removal at field scale treatment systems to verify laboratory and pilot plant data for virus removal.
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Affiliation(s)
- Charles P Gerba
- University of Arizona, Water & Energy Sustainable Technology (WEST) Center, 2959 W. Calle Agua Nueva, Tucson, AZ 85745, USA.
| | - Walter Q Betancourt
- University of Arizona, Water & Energy Sustainable Technology (WEST) Center, 2959 W. Calle Agua Nueva, Tucson, AZ 85745, USA.
| | - Masaaki Kitajima
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, Sapporo, Hokkaido, Japan.
| | - Channah M Rock
- University of Arizona, Department of Soil, Water and Environmental Science, Maricopa Agricultural Center, 37860, W. Smith-Enke Road, Maricopa, AZ 85138, USA.
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69
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Soller JA, Eftim SE, Nappier SP. Direct potable reuse microbial risk assessment methodology: Sensitivity analysis and application to State log credit allocations. WATER RESEARCH 2018; 128:286-292. [PMID: 29107913 PMCID: PMC6816270 DOI: 10.1016/j.watres.2017.10.034] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 10/12/2017] [Accepted: 10/17/2017] [Indexed: 05/03/2023]
Abstract
Understanding pathogen risks is a critically important consideration in the design of water treatment, particularly for potable reuse projects. As an extension to our published microbial risk assessment methodology to estimate infection risks associated with Direct Potable Reuse (DPR) treatment train unit process combinations, herein, we (1) provide an updated compilation of pathogen density data in raw wastewater and dose-response models; (2) conduct a series of sensitivity analyses to consider potential risk implications using updated data; (3) evaluate the risks associated with log credit allocations in the United States; and (4) identify reference pathogen reductions needed to consistently meet currently applied benchmark risk levels. Sensitivity analyses illustrated changes in cumulative annual risks estimates, the significance of which depends on the pathogen group driving the risk for a given treatment train. For example, updates to norovirus (NoV) raw wastewater values and use of a NoV dose-response approach, capturing the full range of uncertainty, increased risks associated with one of the treatment trains evaluated, but not the other. Additionally, compared to traditional log-credit allocation approaches, our results indicate that the risk methodology provides more nuanced information about how consistently public health benchmarks are achieved. Our results indicate that viruses need to be reduced by 14 logs or more to consistently achieve currently applied benchmark levels of protection associated with DPR. The refined methodology, updated model inputs, and log credit allocation comparisons will be useful to regulators considering DPR projects and design engineers as they consider which unit treatment processes should be employed for particular projects.
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Affiliation(s)
- Jeffrey A Soller
- Soller Environmental, LLC, 3022 King St, Berkeley, CA, 94703, USA
| | | | - Sharon P Nappier
- U.S. Environmental Protection Agency, Office of Water, Office of Science and Technology, 1200 Pennsylvania Avenue, NW, Washington, DC, 20460, USA.
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70
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Ito T, Kitajima M, Kato T, Ishii S, Segawa T, Okabe S, Sano D. Target virus log 10 reduction values determined for two reclaimed wastewater irrigation scenarios in Japan based on tolerable annual disease burden. WATER RESEARCH 2017; 125:438-448. [PMID: 28898701 DOI: 10.1016/j.watres.2017.08.057] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 08/23/2017] [Accepted: 08/24/2017] [Indexed: 05/09/2023]
Abstract
Multiple-barriers are widely employed for managing microbial risks in water reuse, in which different types of wastewater treatment units (biological treatment, disinfection, etc.) and health protection measures (use of personal protective gear, vegetable washing, etc.) are combined to achieve a performance target value of log10 reduction (LR) of viruses. The LR virus target value needs to be calculated based on the data obtained from monitoring the viruses of concern and the water reuse scheme in the context of the countries/regions where water reuse is implemented. In this study, we calculated the virus LR target values under two exposure scenarios for reclaimed wastewater irrigation in Japan, using the concentrations of indigenous viruses in untreated wastewater and a defined tolerable annual disease burden (10-4 or 10-6 disability-adjusted life years per person per year (DALYpppy)). Three genogroups of norovirus (norovirus genogroup I (NoV GI), geogroup II (NoV GII), and genogroup IV (NoV GIV)) in untreated wastewater were quantified as model viruses using reverse transcription-microfluidic quantitative PCR, and only NoV GII was present in quantifiable concentration. The probabilistic distribution of NoV GII concentration in untreated wastewater was then estimated from its concentration dataset, and used to calculate the LR target values of NoV GII for wastewater treatment. When an accidental ingestion of reclaimed wastewater by Japanese farmers was assumed, the NoV GII LR target values corresponding to the tolerable annual disease burden of 10-6 DALYpppy were 3.2, 4.4, and 5.7 at 95, 99, and 99.9%tile, respectively. These percentile values, defined as "reliability," represent the cumulative probability of NoV GII concentration distribution in untreated wastewater below the corresponding tolerable annual disease burden after wastewater reclamation. An approximate 1-log10 difference of LR target values was observed between 10-4 and 10-6 DALYpppy. The LR target values were influenced mostly by the change in the logarithmic standard deviation (SD) values of NoV GII concentration in untreated wastewater and the reliability values, which highlights the importance of accurately determining the probabilistic distribution of reference virus concentrations in source water for water reuse.
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Affiliation(s)
- Toshihiro Ito
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13, West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Masaaki Kitajima
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13, West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Tsuyoshi Kato
- Department of Computer Science, Graduate School of Engineering, Gunma University, Tenjinmachi 1-5-1, Kiryu, Gunma 376-8515, Japan
| | - Satoshi Ishii
- Department of Soil, Water, and Climate; BioTechnology Institute, University of Minnesota, 140 Gortner Laboratory of BioChemistry, 14749 Gortner Avenue, St. Paul, MN 55108-1095, USA
| | - Takahiro Segawa
- The Center for Life Science Research, Yamanashi University, 1110, Shimogato, Chuo, Yamanashi, 409-3898, Japan
| | - Satoshi Okabe
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13, West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Daisuke Sano
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan.
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Allende A, Barceló Culleres D, Gironés Llop R, Laval A, Robertson L, da Silva Felício MT, Gervelmeyer A, Ramos Bordajandi L, Liebana E. Request for scientific and technical assistance on proposed EU minimum quality requirements for water reuse in agricultural irrigation and aquifer recharge. ACTA ACUST UNITED AC 2017. [DOI: 10.2903/sp.efsa.2017.en-1247] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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