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Nagelkerke E, Hetebrij WA, Koelewijn JM, Kooij J, van der Drift AMR, van der Beek RFHJ, de Jonge EF, Lodder WJ. PCR standard curve quantification in an extensive wastewater surveillance program: results from the Dutch SARS-CoV-2 wastewater surveillance. Front Public Health 2023; 11:1141494. [PMID: 38026384 PMCID: PMC10652756 DOI: 10.3389/fpubh.2023.1141494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 09/22/2023] [Indexed: 12/01/2023] Open
Abstract
Since the start of the COVID-19 pandemic in 2020, wastewater surveillance programs were established, or upscaled, in many countries around the world and have proven to be a cost-effective way of monitoring infectious disease pathogens. Many of these programs use RT-qPCR, and quantify the viral concentrations in samples based on standard curves, by including preparations of a reference material with known nucleic acid or virus concentrations in the RT-qPCR analyses. In high-throughput monitoring programs it is possible to combine data from multiple previous runs, circumventing the need for duplication and resulting in decreased costs and prolonged periods during which the reference material is obtained from the same batch. However, over time, systematic shifts in standard curves are likely to occur. This would affect the reliability and usefulness of wastewater surveillance as a whole. We aim to find an optimal combination of standard curve data to compensate for run-to-run measurement variance while ensuring enough flexibility to capture systematic longitudinal shifts. Based on more than 4000 observations obtained with the CDC N1 and N2 assays, taken as a part of the National Sewage Surveillance program at the Dutch National Institute for Public Health and the Environment, we show that seasonal and long-term shifts in RT-qPCR efficiency and sensitivity occur. We find that in our setting, using five days of standard-curve data to quantify, results in the least error prone curve or best approximation. This results in differences up to 100% in quantified viral loads when averaged out over a nationwide program of >300 treatment plants. Results show that combining standard curves from a limited set of runs can be a valid approach to quantification without obscuring the trends in the viral load of interest.
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Affiliation(s)
- Erwin Nagelkerke
- Centre for Infectious Disease Control, National Institute for Public Health and the Environment (RIVM), Bilthoven, Netherlands
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Elahi E, Abid M, Zhang L, Alugongo GM. The use of wastewater in livestock production and its socioeconomic and welfare implications. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2017; 24:17255-17266. [PMID: 28555394 DOI: 10.1007/s11356-017-9263-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Accepted: 05/10/2017] [Indexed: 06/07/2023]
Abstract
Although epidemiological studies have found a significant amount of toxins in surface water, a complex link between animals' access to wastewater and associated animal and human welfare losses needs to be explored. The scarcity of safe water has put stress on the utilization of wastewater for crops and livestock production. The access of animals to wastewater is related to the emergence of dangerous animal's diseases, hampering productivity, increasing economic losses, and risking human health along the food chain. This review explores use of wastewater for agriculture, epidemiological evidence of microbial contamination in wastewater, and animal and human welfare disruption due to the use of wastewater for crop and livestock production. More specifically, the review delves into animals exposure to wastewater for bathing, drinking, or grazing on a pasture irrigated with contaminated water and related animal and human welfare losses. We included some scientific articles and reviews published from 1970 to 2017 to support our rational discussions. The selected articles dealt exclusively with animals direct access to wastewater via bathing and indirect access via grazing on pasture irrigated with contaminated wastewater and their implication for animal and human welfare losses. The study also identified that some policy options such as wastewater treatments, constructing wastewater stabilization ponds, controlling animal access to wastewater, and dissemination of necessary information to ultimate consumers related to the source of agricultural produce and wastewater use in animal and crop production are required to protect the human and animal health and welfare.
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Affiliation(s)
- Ehsan Elahi
- Department of Agricultural Economics, College of Economics and Management, China Agricultural University, Beijing, 100083, China.
| | - Muhammad Abid
- Centre for Climate Research and Development (CCRD), COMSATS Institute of Information Technology, Park Road, Chak Shahzad, Islamabad, Pakistan
| | - Liqin Zhang
- Department of Agricultural Economics, College of Economics and Management, China Agricultural University, Beijing, 100083, China
| | - Gibson Maswayi Alugongo
- State Key Laboratory of Animal Nutrition, College of Animal Science and Technology, China Agricultural University, Beijing, 100083, China
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Yasui N, Suwa M, Sakurai K, Suzuki Y, Tsumori J, Kobayashi K, Takabatake H, Lee ST, Yamashita N, Tanaka H. Removal characteristics and fluctuation of norovirus in a pilot-plant by an ultrafiltration membrane for the reclamation of treated sewage. ENVIRONMENTAL TECHNOLOGY 2016; 37:2793-801. [PMID: 26979931 DOI: 10.1080/09593330.2016.1164760] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
When ultrafiltration (UF) membrane processes that are able to effectively reduce viruses are installed in a waste water reclamation system, the security of sanitation safety for water-borne diseases is essential. It is important to understand the behaviour of enteric viruses such as Adenovirus, Rotavirus and Norovirus (NV), the detection rate of which is relatively high in sewage. This study focused on the UF membrane process for the reclaimed water treatment process, and investigated the removal performance in NV type GI and GII in the UF membrane process by performing coagulation and sedimentation as the pre-treatment process in a pilot-plant by considering the concentration fluctuation of the influent. The removal ratio of GI and GII by the UF membrane process alone was 3.3 ± 0.7 Log in GI and 3.6 ± 1.0 Log in GII, and no clear difference in the removal ratio by NV species type was observed. The removal ratio of NV GII was increased by about 0.6 Log on average (4.2 ± 1.1 Log) compared with the UF membrane process only when the coagulation and sedimentation process were conducted as pre-treatment. However, there was no significant difference in the removal of NV GI by conducting the coagulation and sedimentation process.
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Affiliation(s)
- Nobuhito Yasui
- a National Research and Development Agency Public Works Research Institute , Tokyo , Japan
- b CREST (Core Research for Evolutional Science and Technology) , Japan Science and Technology Agency , Tokyo , Japan
| | - Mamoru Suwa
- a National Research and Development Agency Public Works Research Institute , Tokyo , Japan
| | - Kensuke Sakurai
- a National Research and Development Agency Public Works Research Institute , Tokyo , Japan
| | - Yutaka Suzuki
- a National Research and Development Agency Public Works Research Institute , Tokyo , Japan
- c National Institute for Land and Infrastructure Management , Tsukuba , Japan
| | - Jun Tsumori
- a National Research and Development Agency Public Works Research Institute , Tokyo , Japan
- d Hamamatsu City Waterworks Bureau , Shizuoka , Japan
| | - Kentaro Kobayashi
- e Global Environment Research Laboratories , Toray Industries, Inc ., Tokyo , Japan
| | - Hiroo Takabatake
- e Global Environment Research Laboratories , Toray Industries, Inc ., Tokyo , Japan
| | - Sun Tae Lee
- f Graduate School of Engineering , Kyoto University , Kyoto , Japan
| | | | - Hiroaki Tanaka
- f Graduate School of Engineering , Kyoto University , Kyoto , Japan
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Kobayashi Y, Peters GM, Ashbolt NJ, Heimersson S, Svanström M, Khan SJ. Global and local health burden trade-off through the hybridisation of quantitative microbial risk assessment and life cycle assessment to aid water management. WATER RESEARCH 2015; 79:26-38. [PMID: 25965885 DOI: 10.1016/j.watres.2015.03.015] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/26/2014] [Revised: 02/27/2015] [Accepted: 03/15/2015] [Indexed: 06/04/2023]
Abstract
Life cycle assessment (LCA) and quantitative risk assessment (QRA) are commonly used to evaluate potential human health impacts associated with proposed or existing infrastructure and products. Each approach has a distinct objective and, consequently, their conclusions may be inconsistent or contradictory. It is proposed that the integration of elements of QRA and LCA may provide a more holistic approach to health impact assessment. Here we examine the possibility of merging LCA assessed human health impacts with quantitative microbial risk assessment (QMRA) for waterborne pathogen impacts, expressed with the common health metric, disability adjusted life years (DALYs). The example of a recent large-scale water recycling project in Sydney, Australia was used to identify and demonstrate the potential advantages and current limitations of this approach. A comparative analysis of two scenarios - with and without the development of this project - was undertaken for this purpose. LCA and QMRA were carried out independently for the two scenarios to compare human health impacts, as measured by DALYs lost per year. LCA results suggested that construction of the project would lead to an increased number of DALYs lost per year, while estimated disease burden resulting from microbial exposures indicated that it would result in the loss of fewer DALYs per year than the alternative scenario. By merging the results of the LCA and QMRA, we demonstrate the advantages in providing a more comprehensive assessment of human disease burden for the two scenarios, in particular, the importance of considering the results of both LCA and QRA in a comparative assessment of decision alternatives to avoid problem shifting. The application of DALYs as a common measure between the two approaches was found to be useful for this purpose.
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Affiliation(s)
- Yumi Kobayashi
- School of Civil & Environmental Engineering, University of New South Wales, 2052 NSW, Australia
| | - Greg M Peters
- School of Civil & Environmental Engineering, University of New South Wales, 2052 NSW, Australia; Department of Chemistry and Chemical Engineering, Chalmers University of Technology, SE-412 96 Gothenburg, Sweden
| | - Nicholas J Ashbolt
- School of Civil & Environmental Engineering, University of New South Wales, 2052 NSW, Australia; School of Public Health, University of Alberta, Edmonton, Alberta T6G 2G7, Canada
| | - Sara Heimersson
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, SE-412 96 Gothenburg, Sweden
| | - Magdalena Svanström
- Department of Chemistry and Chemical Engineering, Chalmers University of Technology, SE-412 96 Gothenburg, Sweden
| | - Stuart J Khan
- School of Civil & Environmental Engineering, University of New South Wales, 2052 NSW, Australia.
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Kaspar CW, Tartera C. 16 Methods for Detecting Microbial Pathogens in Food and Water. METHODS IN MICROBIOLOGY 2008; 22:497-531. [PMID: 38620159 PMCID: PMC7148849 DOI: 10.1016/s0580-9517(08)70253-8] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
Newly developed methods for the detection of bacteria and viruses have provided microbiologists with the means to rapidly identify and monitor specific microorganisms in food and water. Traditional methods of testing involve culture techniques to increase the numbers of the organism to a detectable level, followed by isolation and biochemical identification. This chapter focuses on the methodologies to detect pathogens and indicator organisms; however, the methods described are applicable to most bacteria. As detection and isolation methods have improved, a growing number of pathogens have been identified as important food- and waterborne pathogens. This chapter describes the use of nucleic acid and antibody probes that have the potential to circumvent the need to culture the organism prior to identification. Nucleic acid probes have become a valuable diagnostic reagent in the identification of human and animal pathogens and have made possible the identification of viruses and bacteria that are difficult, if not impossible, to cultivate. DNA probes have also proved to be a useful tool for identifying and monitoring the organisms in food and the environment.
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Affiliation(s)
- Charles W Kaspar
- University of Maryland, Department of Microbiology, College Park, MD, USA
| | - Carmen Tartera
- University of Maryland, Department of Microbiology, College Park, MD, USA
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Spillmann SK, Traub F, Schwyzer M, Wyler R. Inactivation of animal viruses during sewage sludge treatment. Appl Environ Microbiol 1987; 53:2077-81. [PMID: 2823708 PMCID: PMC204061 DOI: 10.1128/aem.53.9.2077-2081.1987] [Citation(s) in RCA: 29] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
Using a previously developed filter adsorption technique, the inactivation of a human rotavirus, a coxsackievirus B5, and a bovine parvovirus was monitored during sludge treatment processes. During conventional anaerobic mesophilic digestion at 35 to 36 degrees C, only minor inactivation of all three viruses occurred. The k' values measured were 0.314 log10 unit/day for rotavirus, 0.475 log10 unit/day for coxsackievirus B5, and 0.944 log10 unit/day for parvovirus. However, anaerobic thermophilic digestion at 54 to 56 degrees C led to rapid inactivation of rotavirus (k' greater than 8.5 log10 units/h) and of coxsackievirus B5 (k' greater than 0.93 log10 unit/min). Similarly, aerobic thermophilic fermentation at 60 to 61 degrees C rapidly inactivated rotavirus (k' = 0.75 log10 unit/min) and coxsackievirus B5 (k' greater than 1.67 log10 units/min). Infectivity of parvovirus, however, was only reduced by 0.213 log10 unit/h during anaerobic thermophilic digestion and by 0.353 log10 unit/h during aerobic thermophilic fermentation. Furthermore, pasteurization at 70 degrees C for 30 min inactivated the parvovirus by 0.72 log10 unit/30 min. In all experiments the contribution of temperature to the total inactivation was determined separately and was found to be predominant at process temperatures above 54 degrees C. In conclusion, the most favorable treatment to render sludge hygienically safe from the virological point of view would be a thermal treatment (60 degrees C) to inactivate thermolabile viruses, followed by an anaerobic mesophilic digestion to eliminate thermostable viruses that are more sensitive to chemical and microbial inactivations.
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Affiliation(s)
- S K Spillmann
- Institute of Virology, University of Zurich, Switzerland
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