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Johnston JM, Jahne MA. Quantitative microbial risk assessment of pathogen exposure from rainwater used in high-pressure vehicle washing. JOURNAL OF WATER AND HEALTH 2025; 23:428-438. [PMID: 40156219 PMCID: PMC12019785 DOI: 10.2166/wh.2025.365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 12/19/2024] [Indexed: 04/01/2025]
Abstract
A literature-based quantitative microbial risk assessment (QMRA) was performed for the fit-for-purpose use of roof-collected rainwater in high-pressure vehicle washing. Our exposure assessment combined estimates of enteric pathogens in roof runoff (available for Salmonella, Campylobacter, and Giardia spp.) with an experimental study that directly measured vehicle washing exposure doses via a conserved tracer. For dose-response modeling, we considered a disability-adjusted life year (DALY) endpoint to capture the disease burden of potential pathogen infections. Annual risks for domestic and occupational scenarios were compared to a 10-6 DALY per person per year (ppy) benchmark using either untreated water or water treated to achieve previously reported log reduction targets (LRTs) for other forms of non-potable use. Combined across pathogens, vehicle washing using untreated roof-collected rainwater resulted in 95th percentile risks of 10-1.4 and 10-2.4 DALY ppy for occupational and recreational exposures, respectively, exceeding the selected benchmark. Treatment following indoor use or irrigation LRTs met the benchmark for domestic but not occupational use, suggesting that home vehicle washing can be included with other non-potable uses following existing treatment guidances. We also calculated new setting-specific LRTs for both scenarios (1.0-3.5 for domestic and 3.0-5.5 for occupational depending on pathogen), providing explicit risk-based treatment guidance for these applications.
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Affiliation(s)
- John M Johnston
- U.S. EPA Office of Research and Development, Center for Environmental Measurement and Modeling, Athens, GA 30605, USA E-mail:
| | - Michael A Jahne
- U.S. EPA Office of Research and Development, Center for Environmental Solutions and Emergency Response, Cincinnati, OH 45268, USA
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Pérez Guillemette T, Albrechtsen HJ. Microbial indicators for water quality in recirculating shower technology. THE SCIENCE OF THE TOTAL ENVIRONMENT 2025; 965:178610. [PMID: 39884193 DOI: 10.1016/j.scitotenv.2025.178610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 12/18/2024] [Accepted: 01/20/2025] [Indexed: 02/01/2025]
Abstract
Recirculating showers save up to 70-80 % of the water and energy use of conventional showers, but water quality in these systems are not studied very well due to the technology's early stages. The aim of this study was to provide an overview of information available on which microorganisms were investigated and at which densities. Based on this platform we further aimed at identifying key microbial indicators and pathogens for monitoring water quality in these systems by integrating data from the top five waterborne outbreaks with findings from studies on (1) microbial investigations in reuse projects involving shower effluents or combined bathroom streams, (2) shower water effluents, and (3) biofilms in conventional showers. Outbreak data were extracted from the National Outbreak Reporting System (NORS) and a systematic literature review, supplemented with additional references found within the papers. Escherichia coli, Total Coliforms, enterococci as faecal indicator bacteria and the heterotrophic plate count were reported in shower effluents at variable, but generally high concentrations, indicating these organisms to be relevant as indication of faecal bacterial contamination and as general microbial densities in recirculating showers. Pseudomonas aeruginosa was abundant in conventional shower biofilms, detectable in shower effluents at concentrations in the range of 2-4 logs CFU/100 mL and ranked among the top five etiological agents of waterborne outbreaks. Consequently, P. aeruginosa is considered as a significant reference pathogen for assessing water quality in recirculating shower systems. A diverse range of Legionella species, particularly Legionella pneumophila, are the primary cause of waterborne outbreaks, and persist in conventional shower biofilms. Therefore, we consider it to be significant as an indicator species in monitoring water quality. Staphylococcus aureus, Mycobacterium spp., and fungi such as Candida albicans could serve as supplementary microbial parameters. Trace organisms such as protozoa (Cryptosporidium spp. and Giardia spp.) and model viruses are also recommended for assessing treatment efficacy. In conclusion, while further research is required to validate these findings, this review critically evaluates relevant pathogens, creating the basis for future microbial water quality assessments in recirculating showers.
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Affiliation(s)
- Tamara Pérez Guillemette
- Technical University of Denmark, DTU Sustain, Bygningstorvet, Building 115, 2800 Kg. Lyngby T. Pérez Guillemette, Denmark; Flow Loop, NIRAS Green Tech Hub, Sortemosevej 21, 3450, Allerød, Denmark.
| | - Hans-Jørgen Albrechtsen
- Technical University of Denmark, DTU Sustain, Bygningstorvet, Building 115, 2800 Kg. Lyngby T. Pérez Guillemette, Denmark.
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Tang L, Rhoads WJ, Eichelberg A, Hamilton KA, Julian TR. Applications of Quantitative Microbial Risk Assessment to Respiratory Pathogens and Implications for Uptake in Policy: A State-of-the-Science Review. ENVIRONMENTAL HEALTH PERSPECTIVES 2024; 132:56001. [PMID: 38728217 PMCID: PMC11086748 DOI: 10.1289/ehp12695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/04/2023] [Revised: 02/28/2024] [Accepted: 03/08/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Respiratory tract infections are major contributors to the global disease burden. Quantitative microbial risk assessment (QMRA) holds potential as a rapidly deployable framework to understand respiratory pathogen transmission and inform policy on infection control. OBJECTIVES The goal of this paper was to evaluate, motivate, and inform further development of the use of QMRA as a rapid tool to understand the transmission of respiratory pathogens and improve the evidence base for infection control policies. METHODS We conducted a literature review to identify peer-reviewed studies of complete QMRA frameworks on aerosol inhalation or contact transmission of respiratory pathogens. From each of the identified studies, we extracted and summarized information on the applied exposure model approaches, dose-response models, and parameter values, including risk characterization. Finally, we reviewed linkages between model outcomes and policy. RESULTS We identified 93 studies conducted in 16 different countries with complete QMRA frameworks for diverse respiratory pathogens, including SARS-CoV-2, Legionella spp., Staphylococcus aureus, influenza, and Bacillus anthracis. Six distinct exposure models were identified across diverse and complex transmission pathways. In 57 studies, exposure model frameworks were informed by their ability to model the efficacy of potential interventions. Among interventions, masking, ventilation, social distancing, and other environmental source controls were commonly assessed. Pathogen concentration, aerosol concentration, and partitioning coefficient were influential exposure parameters as identified by sensitivity analysis. Most (84%, n = 78 ) studies presented policy-relevant content including a) determining disease burden to call for policy intervention, b) determining risk-based threshold values for regulations, c) informing intervention and control strategies, and d) making recommendations and suggestions for QMRA application in policy. CONCLUSIONS We identified needs to further the development of QMRA frameworks for respiratory pathogens that prioritize appropriate aerosol exposure modeling approaches, consider trade-offs between model validity and complexity, and incorporate research that strengthens confidence in QMRA results. https://doi.org/10.1289/EHP12695.
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Affiliation(s)
- Lizhan Tang
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - William J. Rhoads
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - Antonia Eichelberg
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
| | - Kerry A. Hamilton
- School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, Arizona, USA
- Biodesign Institute Center for Environmental Health Engineering, Arizona State University, Tempe, Arizona, USA
| | - Timothy R. Julian
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf, Switzerland
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
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Van de Walle A, Kim M, Alam MK, Wang X, Wu D, Dash SR, Rabaey K, Kim J. Greywater reuse as a key enabler for improving urban wastewater management. ENVIRONMENTAL SCIENCE AND ECOTECHNOLOGY 2023; 16:100277. [PMID: 37206314 PMCID: PMC10188637 DOI: 10.1016/j.ese.2023.100277] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 03/31/2023] [Accepted: 04/03/2023] [Indexed: 05/21/2023]
Abstract
Sustainable water management is essential to guaranteeing access to safe water and addressing the challenges posed by climate change, urbanization, and population growth. In a typical household, greywater, which includes everything but toilet waste, constitutes 50-80% of daily wastewater generation and is characterized by low organic strength and high volume. This can be an issue for large urban wastewater treatment plants designed for high-strength operations. Segregation of greywater at the source for decentralized wastewater treatment is therefore necessary for its proper management using separate treatment strategies. Greywater reuse may thus lead to increased resilience and adaptability of local water systems, reduction in transport costs, and achievement of fit-for-purpose reuse. After covering greywater characteristics, we present an overview of existing and upcoming technologies for greywater treatment. Biological treatment technologies, such as nature-based technologies, biofilm technologies, and membrane bioreactors (MBR), conjugate with physicochemical treatment methods, such as membrane filtration, sorption and ion exchange technologies, and ultraviolet (UV) disinfection, may be able to produce treated water within the allowable parameters for reuse. We also provide a novel way to tackle challenges like the demographic variance of greywater quality, lack of a legal framework for greywater management, monitoring and control systems, and the consumer perspective on greywater reuse. Finally, benefits, such as the potential water and energy savings and sustainable future of greywater reuse in an urban context, are discussed.
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Affiliation(s)
- Arjen Van de Walle
- Center for Microbial Ecology and Technology, Ghent University, 9052, Ghent, Belgium
| | - Minseok Kim
- Department of Environmental Engineering, Program of Environmental and Polymeric Engineering, Inha University, 22212, Incheon, Republic of Korea
| | - Md Kawser Alam
- Department of Environmental Engineering, Program of Environmental and Polymeric Engineering, Inha University, 22212, Incheon, Republic of Korea
| | - Xiaofei Wang
- Center for Microbial Ecology and Technology, Ghent University, 9052, Ghent, Belgium
| | - Di Wu
- Center for Environmental and Energy Research, Ghent University Global Campus, 119-5, Incheon, Republic of Korea
| | - Smruti Ranjan Dash
- Department of Environmental Engineering, Program of Environmental and Polymeric Engineering, Inha University, 22212, Incheon, Republic of Korea
| | - Korneel Rabaey
- Center for Microbial Ecology and Technology, Ghent University, 9052, Ghent, Belgium
- Corresponding author.
| | - Jeonghwan Kim
- Department of Environmental Engineering, Program of Environmental and Polymeric Engineering, Inha University, 22212, Incheon, Republic of Korea
- Corresponding author.
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Jahne MA, Schoen ME, Kaufmann A, Pecson BM, Olivieri A, Sharvelle S, Anderson A, Ashbolt NJ, Garland JL. Enteric pathogen reduction targets for onsite non-potable water systems: A critical evaluation. WATER RESEARCH 2023; 233:119742. [PMID: 36848851 PMCID: PMC10084472 DOI: 10.1016/j.watres.2023.119742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 02/10/2023] [Accepted: 02/11/2023] [Indexed: 06/18/2023]
Abstract
Onsite non-potable water systems (ONWS) collect and treat local source waters for non-potable end uses such as toilet flushing and irrigation. Quantitative microbial risk assessment (QMRA) has been used to set pathogen log10-reduction targets (LRTs) for ONWS to achieve the risk benchmark of 10-4 infections per person per year (ppy) in a series of two efforts completed in 2017 and 2021. In this work, we compare and synthesize the ONWS LRT efforts to inform the selection of pathogen LRTs. For onsite wastewater, greywater, and stormwater, LRTs for human enteric viruses and parasitic protozoa were within 1.5-log10 units between 2017 and 2021 efforts, despite differences in approaches used to characterize pathogens in these waters. For onsite wastewater and greywater, the 2017 effort used an epidemiology-based model to simulate pathogen concentrations contributed exclusively from onsite waste and selected Norovirus as the viral reference pathogen; the 2021 effort used municipal wastewater pathogen data and cultivable adenoviruses as the reference viral pathogen. Across source waters, the greatest differences occurred for viruses in stormwater, given the newly available municipal wastewater characterizations used for modeling sewage contributions in 2021 and the different selection of reference pathogens (Norovirus vs. adenoviruses). The roof runoff LRTs support the need for protozoa treatment, but these remain difficult to characterize due to the pathogen variability in roof runoff across space and time. The comparison highlights adaptability of the risk-based approach, allowing for updated LRTs as site specific or improved information becomes available. Future research efforts should focus on data collection of onsite water sources.
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Affiliation(s)
- Michael A Jahne
- Office of Research and Development, U.S. Environmental Protection Agency, 26 W. Martin Luther King Dr., Cincinnati, OH 45268, USA.
| | - Mary E Schoen
- Soller Environmental, LLC, 3022 King St., Berkeley, CA 94703, USA
| | - Anya Kaufmann
- Trussell Technologies, Inc., 1939 Harrison St., Oakland, CA 94612, USA
| | - Brian M Pecson
- Trussell Technologies, Inc., 1939 Harrison St., Oakland, CA 94612, USA
| | | | - Sybil Sharvelle
- Colorado State University, Department of Civil and Environmental Engineering, 1372 Campus Delivery, Fort Collins, CO 80523, USA
| | - Anita Anderson
- Minnesota Department of Health, 625 Robert St. N, St. Paul, MN 55164, USA
| | | | - Jay L Garland
- Office of Research and Development, U.S. Environmental Protection Agency, 26 W. Martin Luther King Dr., Cincinnati, OH 45268, USA
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