201
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Gharoon N, Dewan A, Li L, Haak L, Mazurowski L, Guarin T, Pagilla K. Removal of SARS-CoV-2 viral markers through a water reclamation facility. WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2021; 93:2819-2827. [PMID: 34528319 PMCID: PMC8661921 DOI: 10.1002/wer.1641] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 09/08/2021] [Accepted: 09/10/2021] [Indexed: 05/09/2023]
Abstract
There have been multiple reports of COVID-19 virus, SARS-CoV-2 RNA presence in influent wastewater of water reclamation facilities (WRFs) across the world. In this study, the removal of SARS-CoV-2 RNA was investigated in a WRF by collecting samples from various stages relayed to hydraulic retention time (HRT) and analyzed for viral RNA (N1 and N2) gene markers and wastewater characteristics. SARS-CoV-2 RNA was detected in 28 out of 28 influent wastewater and primary effluent samples. Secondary effluent showed 4 out of 9 positive samples, and all tertiary and final effluent samples were below the detection limit for the viral markers. The reduction was significant (p value < 0.005, one-way analysis of variance [ANOVA] test) in secondary treatment, ranging from 1.4 to 2.0 log10 removal. Adjusted N1 viral marker had a positive correlation with total suspended solids, total Kjeldahl nitrogen, and ammonia concentrations (Spearman's ρ = 0.61, 0.67, and 0.53, respectively, p value < 0.05), while demonstrating a strongly negative correlation with HRT (Spearman's ρ = -0.58, p value < 0.01). PRACTITIONER POINTS: Viral RNA was present in all samples taken from influent and primary effluent of a WRF. SARS-CoV-2 gene marker was detected in secondary effluent in 4 out of 9 samples. Tertiary and final effluent samples tested nondetect for SARS-CoV-2 gene markers. Up to 0.5 and 2.0 log10 virus removal values were achieved by primary and secondary treatment, respectively.
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Affiliation(s)
- Niloufar Gharoon
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
| | - Aimee Dewan
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
| | - Lin Li
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
| | - Laura Haak
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
| | - Lauren Mazurowski
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
| | - Tatiana Guarin
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
| | - Krishna Pagilla
- Department of Civil and Environmental EngineeringUniversity of Nevada RenoRenoNVUSA
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202
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Lin X, Glier M, Kuchinski K, Ross-Van Mierlo T, McVea D, Tyson JR, Prystajecky N, Ziels RM. Assessing Multiplex Tiling PCR Sequencing Approaches for Detecting Genomic Variants of SARS-CoV-2 in Municipal Wastewater. mSystems 2021; 6:e0106821. [PMID: 34665013 PMCID: PMC8525555 DOI: 10.1128/msystems.01068-21] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 09/22/2021] [Indexed: 12/28/2022] Open
Abstract
Wastewater-based genomic surveillance of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus shows promise to complement genomic epidemiology efforts. Multiplex tiling PCR is a desirable approach for targeted genome sequencing of SARS-CoV-2 in wastewater due to its low cost and rapid turnaround time. However, it is not clear how different multiplex tiling PCR primer schemes or wastewater sample matrices impact the resulting SARS-CoV-2 genome coverage. The objective of this work was to assess the performance of three different multiplex primer schemes, consisting of 150-bp, 400-bp, and 1,200-bp amplicons, as well as two wastewater sample matrices, influent wastewater and primary sludge, for targeted genome sequencing of SARS-CoV-2. Wastewater samples were collected weekly from five municipal wastewater treatment plants (WWTPs) in the Metro Vancouver region of British Columbia, Canada during a period of increased coronavirus disease 19 (COVID-19) case counts from February to April 2021. RNA extracted from clarified influent wastewater provided significantly higher genome coverage (breadth and median depth) than primary sludge samples across all primer schemes. Shorter amplicons appeared to be more resilient to sample RNA degradation but were hindered by greater primer pool complexity in the 150-bp scheme. The identified optimal primer scheme (400 bp) and sample matrix (influent) were capable of detecting the emergence of mutations associated with genomic variants of concern, for which the daily wastewater load significantly correlated with clinical case counts. Taken together, these results provide guidance on best practices for implementing wastewater-based genomic surveillance and demonstrate its ability to inform epidemiology efforts by detecting genomic variants of concern circulating within a geographic region. IMPORTANCE Monitoring the genomic characteristics of the SARS-CoV-2 virus circulating in a population can shed important insights into epidemiological aspects of the COVID-19 outbreak. Sequencing every clinical patient sample in a highly populous area is a difficult feat, and thus sequencing SARS-CoV-2 RNA in municipal wastewater offers great promise to augment genomic surveillance by characterizing a pooled population sample matrix, particularly during an escalating outbreak. Here, we assess different approaches and sample matrices for rapid targeted genome sequencing of SARS-CoV-2 in municipal wastewater. We demonstrate that the optimal approach is capable of detecting the emergence of SARS-CoV-2 genomic variants of concern, with strong correlations to clinical case data in the province of British Columbia. These results provide guidance on best practices on, as well as further support for, the application of wastewater genomic surveillance as a tool to augment current genomic epidemiology efforts.
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Affiliation(s)
- Xuan Lin
- Civil Engineering, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Melissa Glier
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
| | - Kevin Kuchinski
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
- Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
| | | | - David McVea
- Environmental Health Services, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
| | - John R. Tyson
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
| | - Natalie Prystajecky
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
- Pathology and Laboratory Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
| | - Ryan M. Ziels
- Civil Engineering, The University of British Columbia, Vancouver, British Columbia, Canada
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203
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Lin X, Glier M, Kuchinski K, Ross-Van Mierlo T, McVea D, Tyson JR, Prystajecky N, Ziels RM. Assessing Multiplex Tiling PCR Sequencing Approaches for Detecting Genomic Variants of SARS-CoV-2 in Municipal Wastewater. mSystems 2021; 6:e0106821. [PMID: 34665013 DOI: 10.1101/2021.05.26.21257861] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/24/2023] Open
Abstract
Wastewater-based genomic surveillance of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus shows promise to complement genomic epidemiology efforts. Multiplex tiling PCR is a desirable approach for targeted genome sequencing of SARS-CoV-2 in wastewater due to its low cost and rapid turnaround time. However, it is not clear how different multiplex tiling PCR primer schemes or wastewater sample matrices impact the resulting SARS-CoV-2 genome coverage. The objective of this work was to assess the performance of three different multiplex primer schemes, consisting of 150-bp, 400-bp, and 1,200-bp amplicons, as well as two wastewater sample matrices, influent wastewater and primary sludge, for targeted genome sequencing of SARS-CoV-2. Wastewater samples were collected weekly from five municipal wastewater treatment plants (WWTPs) in the Metro Vancouver region of British Columbia, Canada during a period of increased coronavirus disease 19 (COVID-19) case counts from February to April 2021. RNA extracted from clarified influent wastewater provided significantly higher genome coverage (breadth and median depth) than primary sludge samples across all primer schemes. Shorter amplicons appeared to be more resilient to sample RNA degradation but were hindered by greater primer pool complexity in the 150-bp scheme. The identified optimal primer scheme (400 bp) and sample matrix (influent) were capable of detecting the emergence of mutations associated with genomic variants of concern, for which the daily wastewater load significantly correlated with clinical case counts. Taken together, these results provide guidance on best practices for implementing wastewater-based genomic surveillance and demonstrate its ability to inform epidemiology efforts by detecting genomic variants of concern circulating within a geographic region. IMPORTANCE Monitoring the genomic characteristics of the SARS-CoV-2 virus circulating in a population can shed important insights into epidemiological aspects of the COVID-19 outbreak. Sequencing every clinical patient sample in a highly populous area is a difficult feat, and thus sequencing SARS-CoV-2 RNA in municipal wastewater offers great promise to augment genomic surveillance by characterizing a pooled population sample matrix, particularly during an escalating outbreak. Here, we assess different approaches and sample matrices for rapid targeted genome sequencing of SARS-CoV-2 in municipal wastewater. We demonstrate that the optimal approach is capable of detecting the emergence of SARS-CoV-2 genomic variants of concern, with strong correlations to clinical case data in the province of British Columbia. These results provide guidance on best practices on, as well as further support for, the application of wastewater genomic surveillance as a tool to augment current genomic epidemiology efforts.
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Affiliation(s)
- Xuan Lin
- Civil Engineering, The University of British Columbiagrid.17091.3e, Vancouver, British Columbia, Canada
| | - Melissa Glier
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
| | - Kevin Kuchinski
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
- Pathology and Laboratory Medicine, The University of British Columbiagrid.17091.3e, Vancouver, British Columbia, Canada
| | | | - David McVea
- Environmental Health Services, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
| | - John R Tyson
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
| | - Natalie Prystajecky
- Environmental Microbiology, British Columbia Center for Disease Control Public Health Laboratory, Vancouver, British Columbia, Canada
- Pathology and Laboratory Medicine, The University of British Columbiagrid.17091.3e, Vancouver, British Columbia, Canada
| | - Ryan M Ziels
- Civil Engineering, The University of British Columbiagrid.17091.3e, Vancouver, British Columbia, Canada
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204
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Canh VD, Torii S, Yasui M, Kyuwa S, Katayama H. Capsid integrity RT-qPCR for the selective detection of intact SARS-CoV-2 in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 791:148342. [PMID: 34139497 PMCID: PMC8184355 DOI: 10.1016/j.scitotenv.2021.148342] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 06/04/2021] [Accepted: 06/05/2021] [Indexed: 05/05/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genomes have been detected in wastewater worldwide. However, the assessment of SARS-CoV-2 infectivity in wastewater has been limited due to the stringent requirements of biosafety level 3. The main objective of this study is to investigate the applicability of capsid integrity RT-qPCR for the selective detection of intact SARS-CoV-2 in wastewater. Three capsid integrity reagents, namely ethidium monoazide (EMA, 0.1-100 μM), propidium monoazide (PMA, 0.1-100 μM), and cis-dichlorodiammineplatinum (CDDP, 0.1-1000 μM), were tested for their effects on different forms (including free genomes, intact and heat-inactivated) of murine hepatitis virus (MHV), which was used as a surrogate for SARS-CoV-2. CDDP at a concentration of 100 μM was identified as the most efficient reagent for the selective detection of infectious MHV by RT-qPCR (CDDP-RT-qPCR). Next, two common virus concentration methods including ultrafiltration (UF) and polyethylene glycol (PEG) precipitation were investigated for their compatibility with capsid integrity RT-qPCR. The UF method was more suitable than the PEG method since it recovered intact MHV (mean ± SD, 38% ± 29%) in wastewater much better than the PEG method did (0.013% ± 0.015%). Finally, CDDP-RT-qPCR was compared with RT-qPCR alone for the detection of SARS-CoV-2 in 16 raw wastewater samples collected in the Greater Tokyo Area. Five samples were positive for SARS-CoV-2 when evaluated by RT-qPCR alone. However, intact SARS-CoV-2 was detected in only three positive samples when determined by CDDP-RT-qPCR. Although CDDP-RT-qPCR was unable to determine the infectivity of SARS-CoV-2 in wastewater, this method could improve the interpretation of positive results of SARS-CoV-2 obtained by RT-qPCR.
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Affiliation(s)
- Vu Duc Canh
- Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.
| | - Shotaro Torii
- Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Midori Yasui
- Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Shigeru Kyuwa
- Graduate School of Agricultural and Life Sciences, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8657, Japan
| | - Hiroyuki Katayama
- Graduate School of Engineering, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-8656, Japan.
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205
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Al-Duroobi H, Moghadam SV, Phan DC, Jafarzadeh A, Matta A, Kapoor V. Wastewater surveillance of SARS-CoV-2 corroborates heightened community infection during the initial peak of COVID-19 in Bexar County, Texas. FEMS MICROBES 2021; 2:xtab015. [PMID: 37334234 PMCID: PMC10117867 DOI: 10.1093/femsmc/xtab015] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 10/11/2021] [Indexed: 09/18/2024] Open
Abstract
The purpose of this study was to conduct a preliminary assessment of the levels of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA in wastewater at the Salitrillo Wastewater Treatment Plant in Texas during the initial peak of coronavirus disease 2019 (COVID-19) outbreak. Raw wastewater influent (24 h composite, time-based 1 L samples, n = 13) was collected weekly during June-August 2020. We measured SARS-CoV-2 RNA in wastewater by reverse transcription droplet digital PCR using the same N1 and N2 primer sets as employed in COVID-19 clinical testing. Virus RNA copies for positive samples (77%) ranged from 1.4 × 102 to 4.1 × 104 copies per liter of wastewater, and exhibited both increasing and decreasing trends, which corresponded well with the COVID-19 weekly infection rate (N1: ρ = 0.558, P = 0.048; N2: ρ = 0.487, P = 0.092). A sharp increase in virus RNA concentrations was observed during July sampling dates, consistent with the highest number of COVID-19 cases reported. This could be attributed to an increase in the spread of COVID-19 infection due to the Fourth of July holiday week gatherings (outdoor gatherings were limited to 100 people during that time). Our data show that wastewater surveillance is an effective tool to determine trends in infectious disease prevalence, and provide complementary information to clinical testing.
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Affiliation(s)
- Haya Al-Duroobi
- Department of Civil and Environmental Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Sina V Moghadam
- Department of Civil and Environmental Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Duc C Phan
- Department of Civil and Environmental Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Arash Jafarzadeh
- Department of Civil and Environmental Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Akanksha Matta
- Department of Civil and Environmental Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
| | - Vikram Kapoor
- Department of Civil and Environmental Engineering, University of Texas at San Antonio, San Antonio, TX 78249, USA
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206
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Meng X, Wang X, Meng S, Wang Y, Liu H, Liang D, Fan W, Min H, Huang W, Chen A, Zhu H, Peng G, Liu J, Qiu Z, Wang T, Yang L, Wei Y, Huo P, Zhang D, Liu Y. A Global Overview of SARS-CoV-2 in Wastewater: Detection, Treatment, and Prevention. ACS ES&T WATER 2021; 1:2174-2185. [PMID: 37566346 PMCID: PMC8457323 DOI: 10.1021/acsestwater.1c00146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Indexed: 05/06/2023]
Abstract
A novel coronavirus (SARS-CoV-2) causing corona virus disease 2019 (COVID-19) has attracted global attention due to its highly infectious and pathogenic properties. Most of current studies focus on aerosols released from infected individuals, but the presence of SARS-CoV-2 in wastewater also should be examined. In this review, we used bibliometrics to statistically evaluate the importance of water-related issues in the context of COVID-19. The results show that the levels and transmission possibilities of SARS-CoV-2 in wastewater are the main concerns, followed by potential secondary pollution by the intensive use of disinfectants, sludge disposal, and the personal safety of workers. The presence of SARS-CoV-2 in wastewater requires more attention during the COVID-19 pandemic. Thus, the most effective techniques, i.e., wastewater-based epidemiology and quantitative microbial risk assessment, for virus surveillance in wastewater are systematically analyzed. We further explicitly review and analyze the successful operation of a sewage treatment plant in Huoshenshan Hospital in China as an example and reference for other sewage treatment systems to properly ensure discharge safety and tackle the COVID-19 pandemic. This review offers deeper insight into the prevention and control of SARS-CoV-2 and similar viruses in the post-COVID-19 era from a wastewater perspective.
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Affiliation(s)
- Xianghao Meng
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Xuye Wang
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Shujuan Meng
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Ying Wang
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Hongju Liu
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Dawei Liang
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Wenhong Fan
- School of Space and Environment, Beihang
University, Beijing 100191, P. R. China
| | - Hongping Min
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Wenhai Huang
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Anming Chen
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Haijun Zhu
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Guanping Peng
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Jun Liu
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Zhenhuan Qiu
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Tao Wang
- China Construction Third Bureau Green
Industry Investment Company, Ltd., Wuhan 430035, P. R.
China
| | - Linyan Yang
- School of Resources and Environmental Engineering,
East China University of Science and Technology, Shanghai
200237, P. R. China
| | - Yuan Wei
- State Key Laboratory of Environmental Criteria and
Risk Assessment, Chinese Research Academy of Environmental
Science, Beijing 100012, P. R. China
| | - Peishu Huo
- School of Environment, Tsinghua
University, Beijing 100084, P. R. China
| | - Dayi Zhang
- School of Environment, Tsinghua
University, Beijing 100084, P. R. China
| | - Yu Liu
- School of Civil and Environmental Engineering,
Nanyang Technological University, 50 Nanyang Avenue,
Singapore 639798
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207
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Charlie-Silva I, Araújo APC, Guimarães ATB, Veras FP, Braz HLB, de Pontes LG, Jorge RJB, Belo MAA, Fernandes BHV, Nóbrega RH, Galdino G, Condino-Neto A, Galindo-Villegas J, Machado-Santelli GM, Sanches PRS, Rezende RM, Cilli EM, Malafaia G. Toxicological insights of Spike fragments SARS-CoV-2 by exposure environment: A threat to aquatic health? JOURNAL OF HAZARDOUS MATERIALS 2021; 419:126463. [PMID: 34216962 PMCID: PMC8226002 DOI: 10.1016/j.jhazmat.2021.126463] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Revised: 05/26/2021] [Accepted: 06/21/2021] [Indexed: 05/06/2023]
Abstract
The Spike protein (S protein) is a critical component in the infection of the new coronavirus (SARS-CoV-2). The objective of this work was to evaluate whether peptides from S protein could cause negative impact in the aquatic animals. The aquatic toxicity of SARS-CoV-2 Spike protein peptides derivatives has been evaluated in tadpoles (n = 50 tadpoles/5 replicates of 10 animals) from species Physalaemus cuvieri (Leptodactylidae). After synthesis, purification, and characterization of peptides (PSDP2001, PSDP2002, PSDP2003) an aquatic contamination has been simulated with these peptides during 24 h of exposure in two concentrations (100 and 500 ng/mL). The control group ("C") was composed of tadpoles kept in polyethylene containers containing de-chlorinated water. Oxidative stress, antioxidant biomarkers and AChE activity were assessed. In both concentrations, PSPD2002 and PSPD2003 increased catalase and superoxide dismutase antioxidants enzymes activities, as well as oxidative stress (nitrite levels, hydrogen peroxide and reactive oxygen species). All three peptides also increased acetylcholinesterase activity in the highest concentration. These peptides showed molecular interactions in silico with acetylcholinesterase and antioxidant enzymes. Aquatic particle contamination of SARS-CoV-2 has cholinesterasic effect in P. cuvieri tadpoles. These findings indicate that the COVID-19 can constitute environmental impact or biological damage potential.
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Affiliation(s)
- Ives Charlie-Silva
- Department of Pharmacology, Institute of Biomedical Sciences, University of Sao Paulo, SP, Brazil
| | - Amanda P C Araújo
- Post-graduation Program in Biotechnology and Biodiversity, Goiano Federal Institution and Federal University of Goiás, GO, Brazil; Biological Research Laboratory, Post-graduation Program in Conservation of Cerrado Natural Resources, Goiano Federal Institute - Urata Campus, GO, Brazil
| | - Abraão T B Guimarães
- Post-graduation Program in Biotechnology and Biodiversity, Goiano Federal Institution and Federal University of Goiás, GO, Brazil; Biological Research Laboratory, Post-graduation Program in Conservation of Cerrado Natural Resources, Goiano Federal Institute - Urata Campus, GO, Brazil
| | - Flávio P Veras
- Center of Research in Inflammatory Diseases, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Helyson L B Braz
- Postgraduate Program in Morphological Science, Department of Morphology, School of Medicine, Federal University of Ceara, Delmiro de Farias St., 60.430-170 Fortaleza, CE, Brazil
| | - Letícia G de Pontes
- Department of Immunology, Institute of Biomedical Sciences, University of Sao Paulo, SP, Brazil
| | - Roberta J B Jorge
- Department of Physiology and Pharmacology, School of Medicine, Federal University of Ceara, Coronel Nunes de Melo St., 1127, 60.430-275 Fortaleza, CE, Brazil; Drug Research and Development Center, Federal University of Ceara, Coronel Nunes de Melo St., 1000, 60.430-275 Fortaleza, CE, Brazil
| | - Marco A A Belo
- Laboratory of Animal Pharmacology and Toxicology, Brazil University, Descalvado, SP, Brazil; Department of Preventive Veterinary Medicine, São Paulo State University (UNESP), Jaboticabal, SP, Brazil
| | - Bianca H V Fernandes
- Laboratório de Controle Genético e Sanitário, Diretoria Técnica de Apoio ao Ensino e Pesquisa, Faculdade de Medicina da Universidade de São Paulo, Brazil
| | - Rafael H Nóbrega
- Reproductive and Molecular Biology Group, Institute of Biosciences, São Paulo State University, Botucatu, SP, Brazil
| | - Giovane Galdino
- Institute of Motricity Sciences, Federal University of Alfenas, Alfenas, MG, Brazil
| | - Antônio Condino-Neto
- Department of Immunology, Institute of Biomedical Sciences, University of Sao Paulo, SP, Brazil
| | | | | | - Paulo R S Sanches
- Institute of Chemistry, São Paulo State University (UNESP), Araraquara SP, Brazil
| | - Rafael M Rezende
- Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, United States
| | - Eduardo M Cilli
- Institute of Chemistry, São Paulo State University (UNESP), Araraquara SP, Brazil
| | - Guilherme Malafaia
- Post-graduation Program in Biotechnology and Biodiversity, Goiano Federal Institution and Federal University of Goiás, GO, Brazil; Biological Research Laboratory, Post-graduation Program in Conservation of Cerrado Natural Resources, Goiano Federal Institute - Urata Campus, GO, Brazil.
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208
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Pino NJ, Rodriguez DC, Cano LC, Rodriguez A. Detection of SARS-CoV-2 in wastewater is influenced by sampling time, concentration method, and target analyzed. JOURNAL OF WATER AND HEALTH 2021; 19:775-784. [PMID: 34665770 DOI: 10.2166/wh.2021.133] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
The detection of SARS-CoV in wastewater has been proposed as a tool for monitoring COVID-19 at the community level. Although many reports have been published about detecting viral RNA in wastewater and its presence has been linked to infected people, appropriate analytical methodologies to use this approach have not yet been established. In this study, we compared ultrafiltration, polyethylene glycol precipitation, flocculation using AlCl3, and flocculation with skim milk for the recovery of SARS-CoV-2, using RNA from patients with positive diagnoses for COVID-19 and Pseudomonas phage φ6 as the control. We also evaluated the primers for detecting the E, RdRp, and N genes of the virus, as well as different storage times. Differences in the recovery efficiencies were evident with the different concentration methods, the best being ultrafiltration and precipitation with aluminum, which had recovery rates of 42.0% and 30.0%, respectively, when virus was present at high levels. Significant differences were found between the recoveries using wastewater and deionized water and between different storage times, with better recoveries for 6 and 12 h samplings. The E gene was the only one detected in all the samples analyzed. The results show that although this approach can provide important data for studying the pandemic, clear protocols are necessary for investigations to be comparable.
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Affiliation(s)
- Nancy J Pino
- School of Microbiology, University of Antioquia, Cl 70 No. 52-21, Medellín, Colombia E-mail:
| | - Diana C Rodriguez
- Diagnostic and Pollution Control Research Group (GDCON), School of the Environment, Faculty of Engineering, University Research Campus (SIU), University of Antioquia, Cl 62# 52-59, Medellin, Colombia
| | - Laura Castrillón Cano
- School of Microbiology, University of Antioquia, Cl 70 No. 52-21, Medellín, Colombia E-mail:
| | - Alejandra Rodriguez
- CET Unit, Normalization and Laboratory, EPM, Cl. 66C No 34-93, Medellín, Colombia
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209
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Li X, Kulandaivelu J, Zhang S, Shi J, Sivakumar M, Mueller J, Luby S, Ahmed W, Coin L, Jiang G. Data-driven estimation of COVID-19 community prevalence through wastewater-based epidemiology. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 789:147947. [PMID: 34051491 PMCID: PMC8141262 DOI: 10.1016/j.scitotenv.2021.147947] [Citation(s) in RCA: 46] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/01/2021] [Accepted: 05/18/2021] [Indexed: 05/21/2023]
Abstract
Wastewater-based epidemiology (WBE) has been regarded as a potential tool for the prevalence estimation of coronavirus disease 2019 (COVID-19) in the community. However, the application of the conventional back-estimation approach is currently limited due to the methodological challenges and various uncertainties. This study systematically performed meta-analysis for WBE datasets and investigated the use of data-driven models for the COVID-19 community prevalence in lieu of the conventional WBE back-estimation approach. Three different data-driven models, i.e. multiple linear regression (MLR), artificial neural network (ANN), and adaptive neuro fuzzy inference system (ANFIS) were applied to the multi-national WBE dataset. To evaluate the robustness of these models, predictions for sixteen scenarios with partial inputs were compared against the actual prevalence reports from clinical testing. The performance of models was further validated using unseen data (data sets not included for establishing the model) from different stages of the COVID-19 outbreak. Generally, ANN and ANFIS models showed better accuracy and robustness over MLR models. Air and wastewater temperature played a critical role in the prevalence estimation by data-driven models, especially MLR models. With unseen datasets, ANN model reasonably estimated the prevalence of COVID-19 (cumulative cases) at the initial phase and forecasted the upcoming new cases in 2-4 days at the post-peak phase of the COVID-19 outbreak. This study provided essential information about the feasibility and accuracy of data-driven estimation of COVID-19 prevalence through the WBE approach.
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Affiliation(s)
- Xuan Li
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia
| | | | - Shuxin Zhang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Jiahua Shi
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Muttucumaru Sivakumar
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Jochen Mueller
- Queensland Alliance for Environmental Health Science (QAEHS), The University of Queensland, 4102 Brisbane, Australia
| | - Stephen Luby
- Stanford Center for Innovation in Global Health, Stanford Woods Institute for the Environment, Stanford University, Stanford, CA 94305, United States
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Qld 4102, Australia
| | - Lachlan Coin
- Division of Medicine, Dentistry and Health Sciences, The University of Melbourne, Australia
| | - Guangming Jiang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia.
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210
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Pulicharla R, Kaur G, Brar SK. A year into the COVID-19 pandemic: Rethinking of wastewater monitoring as a preemptive approach. JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING 2021; 9:106063. [PMID: 34307017 PMCID: PMC8282934 DOI: 10.1016/j.jece.2021.106063] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 06/29/2021] [Accepted: 07/13/2021] [Indexed: 05/10/2023]
Abstract
Under the current pandemic situation caused by the novel coronavirus SARS-CoV-2, wastewater monitoring has been increasingly investigated as a surveillance tool for community-wide disease prevalence. After a year into the pandemic, this review critically discusses the real progress made in the detection of SARS-CoV-2 using wastewater monitoring. The limitations and the key challenges faced in improving the detection methods are highlighted. As per the literature, the complex nature of the wastewater matrix poses problems in processing the samples and achieving high sensitivity at low loads of viral RNA using the current detection methods. Furthermore, in the absence of a gold standard analytical method for wastewater, the validation of the generated data for use in wastewater-based epidemiological modeling of the disease becomes practically difficult. However, research is advancing in adopting clinical methods to the wastewater by using appropriate processing controls, and recovery methods. Besides, the technological advances made by the industry including the development of PCR kits with improved detection limits, easy-to-use viral RNA concentration methods, ability to detect the coronavirus variants, and artificial intelligence and advanced data modeling for continuous and remote monitoring greatly help to debottleneck some of these problems. Currently, these technologies are limited to healthcare systems, however, their use for wastewater monitoring is expected to provide opportunities for wide-scale applications of wastewater-based epidemiology (WBE). Moreover, the data from wastewater monitoring act as the initial checkpoint for human health even before the appearance of symptoms, hence WBE needs more attention to manage current and future infectious transmissions.
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Affiliation(s)
- Rama Pulicharla
- Department of Civil Engineering, Lassonde School of Engineering, York University, Toronto, Ontario M3J 1P3, Canada
| | - Guneet Kaur
- Department of Civil Engineering, Lassonde School of Engineering, York University, Toronto, Ontario M3J 1P3, Canada
| | - Satinder K Brar
- Department of Civil Engineering, Lassonde School of Engineering, York University, Toronto, Ontario M3J 1P3, Canada
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211
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Morrow JB, Packman AI, Martinez KF, Van Den Wymelenberg K, Goeres D, Farmer DK, Mitchell J, Ng L, Hazi Y, Schoch-Spana M, Quinn S, Bahnfleth W, Olsiewski P. Critical Capability Needs for Reduction of Transmission of SARS-CoV-2 Indoors. Front Bioeng Biotechnol 2021; 9:641599. [PMID: 34660544 PMCID: PMC8513777 DOI: 10.3389/fbioe.2021.641599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 04/29/2021] [Indexed: 11/16/2022] Open
Abstract
Coordination of efforts to assess the challenges and pain points felt by industries from around the globe working to reduce COVID-19 transmission in the indoor environment as well as innovative solutions applied to meet these challenges is mandatory. Indoor infectious viral disease transmission (such as coronavirus, norovirus, influenza) is a complex problem that needs better integration of our current knowledge and intervention strategies. Critical to providing a reduction in transmission is to map the four core technical areas of environmental microbiology, transmission science, building science, and social science. To that end a three-stage science and innovation Summit was held to gather information on current standards, policies and procedures applied to reduce transmission in built spaces, as well as the technical challenges, science needs, and research priorities. The Summit elucidated steps than can be taken to reduce transmission of SARS-CoV-2 indoors and calls for significant investments in research to enhance our knowledge of viral pathogen persistence and transport in the built environment, risk assessment and mitigation strategy such as processes and procedures to reduce the risk of exposure and infection through building systems operations, biosurveillance capacity, communication form leadership, and stakeholder engagement for optimal response. These findings reflect the effective application of existing knowledge and standards, emerging science, and lessons-learned from current efforts to confront SARS-CoV-2.
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Affiliation(s)
- Jayne B. Morrow
- Center for Biofilm Engineering, Montana State University, Bozeman, MT, United States
- Integrated Bioscience and Built Environment Consortium (IBEC), Sanford, FL, United States
| | - Aaron I. Packman
- Department of Civil and Environmental Engineering, Northwestern University, Evanston, IL, United States
| | - Kenneth F. Martinez
- Integrated Bioscience and Built Environment Consortium (IBEC), Sanford, FL, United States
- HWC Inc., Washington, DC, United States
| | - Kevin Van Den Wymelenberg
- Biology and the Built Environment Center, College of Design, Institute for Health in the Built Environment, University of Oregon, Eugene, OR, United States
| | - Darla Goeres
- Center for Biofilm Engineering, Montana State University, Bozeman, MT, United States
| | - Delphine K. Farmer
- Department of Chemistry, Colorado State University, Fort Collins, CO, United States
| | - Jade Mitchell
- Department of Biosystems Engineering, Michigan State University, East Lansing, MI, United States
| | - Lisa Ng
- Engineering Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, United States
| | - Yair Hazi
- HWC Inc., Washington, DC, United States
| | - Monica Schoch-Spana
- Johns Hopkins Center for Health Security, John Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States
| | - Sandra Quinn
- Department of Family Science and Center for Health Equity, School of Public Health, University of Maryland, College Park, MD, United States
| | - William Bahnfleth
- Department of Architectural Engineering, The Pennsylvania State University, University Park, PA, United States
| | - Paula Olsiewski
- Johns Hopkins Center for Health Security, John Hopkins University Bloomberg School of Public Health, Baltimore, MD, United States
- Alfred P. Sloan Foundation, New York, NY, United States
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212
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De Giglio O, Triggiano F, Apollonio F, Diella G, Fasano F, Stefanizzi P, Lopuzzo M, Brigida S, Calia C, Pousis C, Marzella A, La Rosa G, Lucentini L, Suffredini E, Barbuti G, Caggiano G, Montagna MT. Potential Use of Untreated Wastewater for Assessing COVID-19 Trends in Southern Italy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10278. [PMID: 34639592 PMCID: PMC8508086 DOI: 10.3390/ijerph181910278] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Revised: 09/23/2021] [Accepted: 09/25/2021] [Indexed: 02/06/2023]
Abstract
As a complement to clinical disease surveillance, the monitoring of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in wastewater can be used as an early warning system for impending epidemics. This study investigated the dynamics of SARS-CoV-2 in untreated wastewater with respect to the trend of coronavirus disease 2019 (COVID-19) prevalence in Southern Italy. A total of 210 wastewater samples were collected between May and November 2020 from 15 Apulian wastewater treatment plants (WWTP). The samples were concentrated in accordance with the standard of World Health Organization (WHO, Geneva, Switzerland) procedure for Poliovirus sewage surveillance, and molecular analysis was undertaken with real-time reverse-transcription quantitative PCR (RT-(q) PCR). Viral ribonucleic acid (RNA) was found in 12.4% (26/210) of the samples. The virus concentration in the positive samples ranged from 8.8 × 102 to 6.5 × 104 genome copies/L. The receiver operating characteristic (ROC) curve modeling showed that at least 11 cases/100,000 inhabitants would occur after a wastewater sample was found to be positive for SARS-CoV-2 (sensitivity = 80%, specificity = 80.9%). To our knowledge, this is the first study in Italy that has applied wastewater-based epidemiology to predict COVID-19 prevalence. Further studies regarding methods that include all variables (meteorological phenomena, characteristics of the WWTP, etc.) affecting this type of wastewater surveillance data would be useful to improve data interpretation.
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Affiliation(s)
- Osvalda De Giglio
- Regional Reference Laboratory of SARS-CoV-2 in Wastewater, Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy;
| | - Francesco Triggiano
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Francesca Apollonio
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Giusy Diella
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Fabrizio Fasano
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Pasquale Stefanizzi
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Marco Lopuzzo
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Silvia Brigida
- National Research Council (CNR), Water Research Institute (IRSA), Via F. De Blasio, 5, 70132 Bari, Italy;
| | - Carla Calia
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Chrysovalentinos Pousis
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Angelo Marzella
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Giuseppina La Rosa
- Department of Environment and Health, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.L.R.); (L.L.)
| | - Luca Lucentini
- Department of Environment and Health, Istituto Superiore di Sanità, 00161 Rome, Italy; (G.L.R.); (L.L.)
| | - Elisabetta Suffredini
- Department of Food Safety, Nutrition and Veterinary Public Health, Istituto Superiore di Sanità, 00161 Rome, Italy;
| | - Giovanna Barbuti
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Giuseppina Caggiano
- Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy; (F.T.); (F.A.); (G.D.); (F.F.); (P.S.); (M.L.); (C.C.); (C.P.); (A.M.); (G.B.); (G.C.)
| | - Maria Teresa Montagna
- Regional Reference Laboratory of SARS-CoV-2 in Wastewater, Department of Biomedical Science and Human Oncology, Hygiene Section, University of Bari Aldo Moro, Piazza G. Cesare 11, 70124 Bari, Italy;
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213
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Rusiñol M, Zammit I, Itarte M, Forés E, Martínez-Puchol S, Girones R, Borrego C, Corominas L, Bofill-Mas S. Monitoring waves of the COVID-19 pandemic: Inferences from WWTPs of different sizes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 787:147463. [PMID: 33989864 PMCID: PMC8103791 DOI: 10.1016/j.scitotenv.2021.147463] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/27/2021] [Accepted: 04/27/2021] [Indexed: 05/12/2023]
Abstract
Wastewater based epidemiology was employed to track the spread of SARS-CoV-2 within the sewershed areas of 10 wastewater treatment plants (WWTPs) in Catalonia, Spain. A total of 185 WWTPs inflow samples were collected over the period consisting of both the first wave (mid-March to June) and the second wave (July to November). Concentrations of SARS-CoV-2 RNA (N1 and N2 assays) were quantified in these wastewaters as well as those of Human adenoviruses (HAdV) and JC polyomavirus (JCPyV), as indicators of human faecal contamination. SARS-CoV-2 N gene daily loads strongly correlated with the number of cases diagnosed one week after sampling i.e. wastewater levels were a good predictor of cases to be diagnosed in the immediate future. The conditions present at small WWTPs relative to larger WWTPs influence the ability to follow the pandemic. Small WWTPs (<24,000 inhabitants) had lower median loads of SARS-CoV-2 despite similar incidence of infection within the municipalities served by the different WWTP (but not lower loads of HAdV and JCPyV). The lowest incidence resulting in quantifiable SARS-CoV-2 concentration in wastewater differed between WWTP sizes, being 0.11 and 0.82 cases/1000 inhabitants for the large and small sized WWTP respectively.
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Affiliation(s)
- M Rusiñol
- Institute of Environmental Assessment & Water Research (IDAEA), CSIC, Barcelona, Spain
| | - I Zammit
- Catalan Institute for Water Research (ICRA), Emili Grahit 101, 17003 Girona, Spain; Universitat de Girona, Plaça de Sant Domènec 3, 17004 Girona, Spain
| | - M Itarte
- University of Barcelona, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, Barcelona, Spain
| | - E Forés
- University of Barcelona, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, Barcelona, Spain; The Water Institute of the University of Barcelona, Spain
| | - S Martínez-Puchol
- University of Barcelona, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, Barcelona, Spain; The Water Institute of the University of Barcelona, Spain
| | - R Girones
- University of Barcelona, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, Barcelona, Spain; The Water Institute of the University of Barcelona, Spain
| | - C Borrego
- Catalan Institute for Water Research (ICRA), Emili Grahit 101, 17003 Girona, Spain; Universitat de Girona, Plaça de Sant Domènec 3, 17004 Girona, Spain
| | - Ll Corominas
- Catalan Institute for Water Research (ICRA), Emili Grahit 101, 17003 Girona, Spain; Universitat de Girona, Plaça de Sant Domènec 3, 17004 Girona, Spain.
| | - S Bofill-Mas
- University of Barcelona, Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, Faculty of Biology, Barcelona, Spain; The Water Institute of the University of Barcelona, Spain.
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214
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Parsa SM. Reliability of thermal desalination (solar stills) for water/wastewater treatment in light of COVID-19 (novel coronavirus "SARS-CoV-2") pandemic: What should consider? DESALINATION 2021; 512:115106. [PMID: 33967299 PMCID: PMC8096177 DOI: 10.1016/j.desal.2021.115106] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 04/09/2021] [Accepted: 04/13/2021] [Indexed: 05/04/2023]
Abstract
The COVID-19 pandemic disturbed the world from the beginning of 2020. The high excessive number of patients and the presence of the SARS-CoV-2 in human excreta and urine even after the infected person's respiratory tests were negative, results in a heavy load of viral in various water bodies and mostly untreated wastewaters. In the present study, the reliability of using small-scale solar thermal desalination systems (solar stills) during a situation like the COVID-19 pandemic is discussed. Pollution of water bodies through the SARS-CoV-2 via numerous routes increases the risk of contaminating the feed water and subsequently the whole structure of solar stills. Since the transmission of pathogens (particle size: 0.5-3 μm) via droplets of water in solar still is reported before, transmitting of SARS-CoV-2 via droplets of water which multiple times smaller (particle size: 60-140 nm) than those pathogens is a concern. The most important issue which must be highlighted is that solar stills worked at low-temperature while the viability and survival of the SARS-CoV-2 in various water matrices in the temperature range (4-37 °C) for several days is reported. In this regard, using solar stills during the COVID-19 pandemic need further consideration by all researchers and people around the world.
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Affiliation(s)
- Seyed Masoud Parsa
- Department of Energy Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran
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215
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Claro ICM, Cabral AD, Augusto MR, Duran AFA, Graciosa MCP, Fonseca FLA, Speranca MA, Bueno RDF. Long-term monitoring of SARS-COV-2 RNA in wastewater in Brazil: A more responsive and economical approach. WATER RESEARCH 2021; 203:117534. [PMID: 34388493 PMCID: PMC8349564 DOI: 10.1016/j.watres.2021.117534] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 07/10/2021] [Accepted: 08/03/2021] [Indexed: 05/17/2023]
Abstract
SARS-CoV-2, the novel Coronavirus, was first detected in Wuhan, China, in December 2019, and has since spread rapidly, causing millions of deaths worldwide. As in most countries of the world, in Brazil, the consequences of the COVID-19 pandemic have been catastrophic. Several studies have reported the fecal shedding of SARS-CoV-2 RNA titers from infected symptomatic and asymptomatic individuals. Therefore, the quantification of SARS-CoV-2 in wastewater can be used to track the virus spread in a population. In this study, samples of untreated wastewater were collected for 44 weeks at five sampling sites in the ABC Region (São Paulo, Brazil), in order to evaluate the SARS-CoV-2 occurrence in the sewerage system. SARS-CoV-2 RNA titers were detected throughout the period, and the concentration ranged from 2.7 to 7.7 log10 genome copies.L-1, with peaks in the last weeks of monitoring. Furthermore, we observed a positive correlation between the viral load in wastewater and the epidemiological/clinical data, with the former preceding the latter by approximately two weeks. The COVID-19 prevalence for each sampling site was estimated via Monte-Carlo simulation using the wastewater viral load. The mean predicted prevalence ranged 0.05 to 0.38%, slightly higher than reported (0.016 ± 0.005%) in the ABC Region for the same period. These results highlight the viability of the wastewater surveillance for COVID-19 infection monitoring in the largest urban agglomeration in South America. This approach can be especially useful for health agencies and public decision-makers in predicting SARS-CoV-2 outbreaks, as well as in local tracing of infection clusters.
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Affiliation(s)
- Ieda Carolina Mantovani Claro
- Federal University of ABC. Center of Engineering, Modelling and Applied Social Sciences (CECS), Santo Andre, São Paulo, Brazil
| | - Aline Diniz Cabral
- Federal University of ABC. Center of Engineering, Modelling and Applied Social Sciences (CECS), Santo Andre, São Paulo, Brazil
| | - Matheus Ribeiro Augusto
- Federal University of ABC. Center of Engineering, Modelling and Applied Social Sciences (CECS), Santo Andre, São Paulo, Brazil
| | - Adriana Feliciano Alves Duran
- Federal University of ABC. Center of Engineering, Modelling and Applied Social Sciences (CECS), Santo Andre, São Paulo, Brazil
| | | | | | - Marcia Aparecida Speranca
- Federal University of ABC. Center for Natural and Human Sciences (CCNH), São Bernardo, São Paulo, Brazil
| | - Rodrigo de Freitas Bueno
- Federal University of ABC. Center of Engineering, Modelling and Applied Social Sciences (CECS), Santo Andre, São Paulo, Brazil.
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216
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Cuevas-Ferrando E, Randazzo W, Pérez-Cataluña A, Falcó I, Navarro D, Martin-Latil S, Díaz-Reolid A, Girón-Guzmán I, Allende A, Sánchez G. Platinum chloride-based viability RT-qPCR for SARS-CoV-2 detection in complex samples. Sci Rep 2021; 11:18120. [PMID: 34518622 PMCID: PMC8438079 DOI: 10.1038/s41598-021-97700-x] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 08/24/2021] [Indexed: 01/04/2023] Open
Abstract
Isolation, contact tracing and restrictions on social movement are being globally implemented to prevent and control onward spread of SARS-CoV-2, even though the infection risk modelled on RNA detection by RT-qPCR remains biased as viral shedding and infectivity are not discerned. Thus, we aimed to develop a rapid viability RT-qPCR procedure to infer SARS-CoV-2 infectivity in clinical specimens and environmental samples. We screened monoazide dyes and platinum compounds as viability molecular markers on five SARS-CoV-2 RNA targets. A platinum chloride-based viability RT-qPCR was then optimized using genomic RNA, and inactivated SARS-CoV-2 particles inoculated in buffer, stool, and urine. Our results were finally validated in nasopharyngeal swabs from persons who tested positive for COVID-19 and in wastewater samples positive for SARS-CoV-2 RNA. We established a rapid viability RT-qPCR that selectively detects potentially infectious SARS-CoV-2 particles in complex matrices. In particular, the confirmed positivity of nasopharyngeal swabs following the viability procedure suggests their potential infectivity, while the complete prevention of amplification in wastewater indicated either non-infectious particles or free RNA. The viability RT-qPCR approach provides a more accurate ascertainment of the infectious viruses detection and it may complement analyses to foster risk-based investigations for the prevention and control of new or re-occurring outbreaks with a broad application spectrum.
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Affiliation(s)
- Enric Cuevas-Ferrando
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain.
| | - Walter Randazzo
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Alba Pérez-Cataluña
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Irene Falcó
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - David Navarro
- Microbiology Service, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Department of Microbiology, School of Medicine, University of Valencia, Valencia, Spain
| | - Sandra Martin-Latil
- ANSES Laboratory for Food Safety, Université Paris-Est, 94700, Maisons-Alfort, France
| | - Azahara Díaz-Reolid
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Inés Girón-Guzmán
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Ana Allende
- Research Group on Quality and Safety of Fruits and Vegetables, Department of Food Science and Technology, CEBAS-CSIC, Campus Universitario de Espinardo, 25, 30100, Murcia, Spain
| | - Gloria Sánchez
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
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Cuevas-Ferrando E, Randazzo W, Pérez-Cataluña A, Falcó I, Navarro D, Martin-Latil S, Díaz-Reolid A, Girón-Guzmán I, Allende A, Sánchez G. Platinum chloride-based viability RT-qPCR for SARS-CoV-2 detection in complex samples. Sci Rep 2021; 11:18120. [PMID: 34518622 DOI: 10.1101/2021.03.22.21253818] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 08/24/2021] [Indexed: 05/21/2023] Open
Abstract
Isolation, contact tracing and restrictions on social movement are being globally implemented to prevent and control onward spread of SARS-CoV-2, even though the infection risk modelled on RNA detection by RT-qPCR remains biased as viral shedding and infectivity are not discerned. Thus, we aimed to develop a rapid viability RT-qPCR procedure to infer SARS-CoV-2 infectivity in clinical specimens and environmental samples. We screened monoazide dyes and platinum compounds as viability molecular markers on five SARS-CoV-2 RNA targets. A platinum chloride-based viability RT-qPCR was then optimized using genomic RNA, and inactivated SARS-CoV-2 particles inoculated in buffer, stool, and urine. Our results were finally validated in nasopharyngeal swabs from persons who tested positive for COVID-19 and in wastewater samples positive for SARS-CoV-2 RNA. We established a rapid viability RT-qPCR that selectively detects potentially infectious SARS-CoV-2 particles in complex matrices. In particular, the confirmed positivity of nasopharyngeal swabs following the viability procedure suggests their potential infectivity, while the complete prevention of amplification in wastewater indicated either non-infectious particles or free RNA. The viability RT-qPCR approach provides a more accurate ascertainment of the infectious viruses detection and it may complement analyses to foster risk-based investigations for the prevention and control of new or re-occurring outbreaks with a broad application spectrum.
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Affiliation(s)
- Enric Cuevas-Ferrando
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain.
| | - Walter Randazzo
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Alba Pérez-Cataluña
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Irene Falcó
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - David Navarro
- Microbiology Service, Clinic University Hospital, INCLIVA Health Research Institute, Valencia, Spain
- Department of Microbiology, School of Medicine, University of Valencia, Valencia, Spain
| | - Sandra Martin-Latil
- ANSES Laboratory for Food Safety, Université Paris-Est, 94700, Maisons-Alfort, France
| | - Azahara Díaz-Reolid
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Inés Girón-Guzmán
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
| | - Ana Allende
- Research Group on Quality and Safety of Fruits and Vegetables, Department of Food Science and Technology, CEBAS-CSIC, Campus Universitario de Espinardo, 25, 30100, Murcia, Spain
| | - Gloria Sánchez
- Department of Preservation and Food Safety Technologies, Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, 46980, Paterna, Valencia, Spain
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218
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Polo D, Lois M, Fernández-Núñez MT, Romalde JL. Detection of SARS-CoV-2 RNA in bivalve mollusks and marine sediments. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 786:147534. [PMID: 33984699 PMCID: PMC8099584 DOI: 10.1016/j.scitotenv.2021.147534] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/28/2021] [Accepted: 05/01/2021] [Indexed: 05/04/2023]
Abstract
The presence of SARS-CoV-2 in wastewater pose the question of whether this new pandemic virus could be released into watercourses and potentially continue to finally reach coastal waters. In this study, we employed two bivalve molluscan species from the genus Ruditapes as sentinel organisms to investigate the presence of SARS-CoV-2 signals in the marine coastal environment. Estuarine sediments from the natural clam banks were also analyzed. Viral RNA was detected by RT-qPCR, targeting IP4, E and N1 genomic regions. Positive samples were also subjected to a PMAxx-triton viability RT-qPCR assay in order to discriminate between intact and altered capsids, obtaining indirect information about the viability of the virus. SARS-CoV-2 RNA traces were detected in 9/12 clam samples by RT-qPCR, from which 4 were positive for two different target regions. Viral quantification ranged from
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Affiliation(s)
- David Polo
- Department of Microbiology and Parasitology, CIBUS-Facultade de Bioloxía & Institute CRETUS, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain.
| | - Marta Lois
- Department of Microbiology and Parasitology, CIBUS-Facultade de Bioloxía & Institute CRETUS, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain
| | | | - Jesús L Romalde
- Department of Microbiology and Parasitology, CIBUS-Facultade de Bioloxía & Institute CRETUS, Universidade de Santiago de Compostela, 15782 Santiago de Compostela, Spain.
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219
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Wu F, Xiao A, Zhang J, Moniz K, Endo N, Armas F, Bushman M, Chai PR, Duvallet C, Erickson TB, Foppe K, Ghaeli N, Gu X, Hanage WP, Huang KH, Lee WL, McElroy KA, Rhode SF, Matus M, Wuertz S, Thompson J, Alm EJ. Wastewater surveillance of SARS-CoV-2 across 40 U.S. states from February to June 2020. WATER RESEARCH 2021; 202:117400. [PMID: 34274898 PMCID: PMC8249441 DOI: 10.1016/j.watres.2021.117400] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 06/11/2021] [Accepted: 06/28/2021] [Indexed: 05/18/2023]
Abstract
Wastewater-based disease surveillance is a promising approach for monitoring community outbreaks. Here we describe a nationwide campaign to monitor SARS-CoV-2 in the wastewater of 159 counties in 40 U.S. states, covering 13% of the U.S. population from February 18 to June 2, 2020. Out of 1,751 total samples analyzed, 846 samples were positive for SARS-CoV-2 RNA, with overall viral concentrations declining from April to May. Wastewater viral titers were consistent with, and appeared to precede, clinical COVID-19 surveillance indicators, including daily new cases. Wastewater surveillance had a high detection rate (>80%) of SARS-CoV-2 when the daily incidence exceeded 13 per 100,000 people. Detection rates were positively associated with wastewater treatment plant catchment size. To our knowledge, this work represents the largest-scale wastewater-based SARS-CoV-2 monitoring campaign to date, encompassing a wide diversity of wastewater treatment facilities and geographic locations. Our findings demonstrate that a national wastewater-based approach to disease surveillance may be feasible and effective.
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Affiliation(s)
- Fuqing Wu
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Amy Xiao
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Jianbo Zhang
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Katya Moniz
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | | | - Federica Armas
- Singapore-MIT Alliance for Research and Technology, Antimicrobial Resistance Interdisciplinary Research Group, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - Mary Bushman
- Harvard T.H. Chan School of Public Health, Harvard University, USA
| | - Peter R Chai
- Division of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, USA; The Fenway Institute, Fenway Health, Boston, MA, USA
| | | | - Timothy B Erickson
- Division of Medical Toxicology, Department of Emergency Medicine, Brigham and Women's Hospital, Harvard Medical School, USA; The Koch Institute for Integrated Cancer Research, Massachusetts Institute of Technology, USA; Harvard Humanitarian Initiative, Harvard University
| | | | | | - Xiaoqiong Gu
- Singapore-MIT Alliance for Research and Technology, Antimicrobial Resistance Interdisciplinary Research Group, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | - William P Hanage
- Harvard T.H. Chan School of Public Health, Harvard University, USA
| | | | - Wei Lin Lee
- Singapore-MIT Alliance for Research and Technology, Antimicrobial Resistance Interdisciplinary Research Group, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore
| | | | - Steven F Rhode
- Massachusetts Water Resources Authority, Boston, MA, USA
| | | | - Stefan Wuertz
- Campus for Research Excellence and Technological Enterprise (CREATE), Singapore; Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore; Civil and Environmental Engineering, Nanyang Technological University, Singapore
| | - Janelle Thompson
- Campus for Research Excellence and Technological Enterprise (CREATE), Singapore; Singapore Centre for Environmental Life Sciences Engineering, Nanyang Technological University, Singapore; Asian School of the Environment, Nanyang Technological University, Singapore
| | - Eric J Alm
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Center for Microbiome Informatics and Therapeutics, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Singapore-MIT Alliance for Research and Technology, Antimicrobial Resistance Interdisciplinary Research Group, Singapore; Campus for Research Excellence and Technological Enterprise (CREATE), Singapore; Broad Institute of MIT and Harvard, Cambridge, MA, USA.
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220
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Adelodun B, Ajibade FO, Tiamiyu AO, Nwogwu NA, Ibrahim RG, Kumar P, Kumar V, Odey G, Yadav KK, Khan AH, Cabral-Pinto MMS, Kareem KY, Bakare HO, Ajibade TF, Naveed QN, Islam S, Fadare OO, Choi KS. Monitoring the presence and persistence of SARS-CoV-2 in water-food-environmental compartments: State of the knowledge and research needs. ENVIRONMENTAL RESEARCH 2021; 200:111373. [PMID: 34033834 PMCID: PMC8142028 DOI: 10.1016/j.envres.2021.111373] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Revised: 05/15/2021] [Accepted: 05/19/2021] [Indexed: 05/18/2023]
Abstract
The recent spread of severe acute respiratory syndrome coronavirus (SAR-CoV-2) and the accompanied coronavirus disease 2019 (COVID-19) has continued ceaselessly despite the implementations of popular measures, which include social distancing and outdoor face masking as recommended by the World Health Organization. Due to the unstable nature of the virus, leading to the emergence of new variants that are claimed to be more and rapidly transmissible, there is a need for further consideration of the alternative potential pathways of the virus transmissions to provide the needed and effective control measures. This review aims to address this important issue by examining the transmission pathways of SARS-CoV-2 via indirect contacts such as fomites and aerosols, extending to water, food, and other environmental compartments. This is essentially required to shed more light regarding the speculation of the virus spread through these media as the available information regarding this is fragmented in the literature. The existing state of the information on the presence and persistence of SARS-CoV-2 in water-food-environmental compartments is essential for cause-and-effect relationships of human interactions and environmental samples to safeguard the possible transmission and associated risks through these media. Furthermore, the integration of effective remedial measures previously used to tackle the viral outbreaks and pandemics, and the development of new sustainable measures targeting at monitoring and curbing the spread of SARS-CoV-2 were emphasized. This study concluded that alternative transmission pathways via human interactions with environmental samples should not be ignored due to the evolving of more infectious and transmissible SARS-CoV-2 variants.
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Affiliation(s)
- Bashir Adelodun
- Department of Agricultural Civil Engineering, Kyungpook National University, Daegu, 41566, South Korea; Department of Agricultural and Biosystems Engineering, University of Ilorin, PMB 1515, Ilorin, 240103, Nigeria.
| | - Fidelis Odedishemi Ajibade
- Department of Civil and Environmental Engineering, Federal University of Technology, PMB 704, Akure, Nigeria; Key Laboratory of Environmental Biotechnology, Research Centre for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, PR China; University of Chinese Academy of Sciences, Beijing, 100049, PR China
| | | | - Nathaniel Azubuike Nwogwu
- University of Chinese Academy of Sciences, Beijing, 100049, PR China; Department of Agricultural and Bioresources Engineering, Federal University of Technology Owerri, PMB 1526, Nigeria; State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, PR China
| | | | - Pankaj Kumar
- Agro-ecology and Pollution Research Laboratory, Department of Zoology and Environmental Science, Gurukula Kangri (Deemed to be University), Haridwar, 249404, Uttarakhand, India
| | - Vinod Kumar
- Agro-ecology and Pollution Research Laboratory, Department of Zoology and Environmental Science, Gurukula Kangri (Deemed to be University), Haridwar, 249404, Uttarakhand, India
| | - Golden Odey
- Department of Agricultural Civil Engineering, Kyungpook National University, Daegu, 41566, South Korea
| | - Krishna Kumar Yadav
- Faculty of Science and Technology, Madhyanchal Professional University, Ratibad, Bhopal, 462044, India
| | - Afzal Husain Khan
- Civil Engineering Department, College of Engineering, Jazan University, 114, Jazan, Saudi Arabia
| | - Marina M S Cabral-Pinto
- Geobiotec Research Centre, Department of Geoscience, University of Aveiro, 3810-193, Aveiro, Portugal
| | - Kola Yusuff Kareem
- Department of Agricultural and Biosystems Engineering, University of Ilorin, PMB 1515, Ilorin, 240103, Nigeria
| | | | - Temitope Fausat Ajibade
- Department of Civil and Environmental Engineering, Federal University of Technology, PMB 704, Akure, Nigeria; University of Chinese Academy of Sciences, Beijing, 100049, PR China; Key Laboratory of Urban Pollutant Conversion, Institute of Urban Environment, Chinese Academy of Sciences, Xiamen, 361021, PR China
| | | | - Saiful Islam
- Civil Engineering Department, College of Engineering, King Khalid University, Abha, 61413, Asir, Saudi Arabia
| | - Oluniyi Olatunji Fadare
- University of Chinese Academy of Sciences, Beijing, 100049, PR China; State Key Laboratory of Environmental Chemistry and Ecotoxicology, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing, 100085, China; Division of Environmental and Earth Sciences, Centre for Energy Research and Development, Obafemi Awolowo University, Ile Ife, 220001, Nigeria
| | - Kyung Sook Choi
- Department of Agricultural Civil Engineering, Kyungpook National University, Daegu, 41566, South Korea; Institute of Agricultural Science & Technology, Kyungpook, National University, Daegu, 41566, South Korea.
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221
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Chik AHS, Glier MB, Servos M, Mangat CS, Pang XL, Qiu Y, D'Aoust PM, Burnet JB, Delatolla R, Dorner S, Geng Q, Giesy JP, McKay RM, Mulvey MR, Prystajecky N, Srikanthan N, Xie Y, Conant B, Hrudey SE. Comparison of approaches to quantify SARS-CoV-2 in wastewater using RT-qPCR: Results and implications from a collaborative inter-laboratory study in Canada. J Environ Sci (China) 2021; 107:218-229. [PMID: 34412784 PMCID: PMC7929783 DOI: 10.1016/j.jes.2021.01.029] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2020] [Revised: 01/25/2021] [Accepted: 01/25/2021] [Indexed: 05/20/2023]
Abstract
Detection of SARS-CoV-2 RNA in wastewater is a promising tool for informing public health decisions during the COVID-19 pandemic. However, approaches for its analysis by use of reverse transcription quantitative polymerase chain reaction (RT-qPCR) are still far from standardized globally. To characterize inter- and intra-laboratory variability among results when using various methods deployed across Canada, aliquots from a real wastewater sample were spiked with surrogates of SARS-CoV-2 (gamma-radiation inactivated SARS-CoV-2 and human coronavirus strain 229E [HCoV-229E]) at low and high levels then provided "blind" to eight laboratories. Concentration estimates reported by individual laboratories were consistently within a 1.0-log10 range for aliquots of the same spiked condition. All laboratories distinguished between low- and high-spikes for both surrogates. As expected, greater variability was observed in the results amongst laboratories than within individual laboratories, but SARS-CoV-2 RNA concentration estimates for each spiked condition remained mostly within 1.0-log10 ranges. The no-spike wastewater aliquots provided yielded non-detects or trace levels (<20 gene copies/mL) of SARS-CoV-2 RNA. Detections appear linked to methods that included or focused on the solids fraction of the wastewater matrix and might represent in-situ SARS-CoV-2 to the wastewater sample. HCoV-229E RNA was not detected in the no-spike aliquots. Overall, all methods yielded comparable results at the conditions tested. Partitioning behavior of SARS-CoV-2 and spiked surrogates in wastewater should be considered to evaluate method effectiveness. A consistent method and laboratory to explore wastewater SARS-CoV-2 temporal trends for a given system, with appropriate quality control protocols and documented in adequate detail should succeed.
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Affiliation(s)
- Alex H S Chik
- Consultant to Canadian Water Network Inc., Kitchener, Canada; Presently at Ontario Clean Water Agency, Mississauga, Canada
| | - Melissa B Glier
- Environmental Microbiology, BC Centre for Disease Control, Vancouver, Canada
| | - Mark Servos
- Department of Biology, University of Waterloo, Waterloo, Canada
| | - Chand S Mangat
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada
| | - Xiao-Li Pang
- Public Health Laboratory, Alberta Precision Laboratory, Edmonton, Canada; Department of Laboratory Medicine & Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2G3, Canada
| | - Yuanyuan Qiu
- Department of Laboratory Medicine & Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2G3, Canada
| | | | - Jean-Baptiste Burnet
- Département des génies civil, géologique et des mines, Polytechnique Montréal, Montréal, Canada
| | | | - Sarah Dorner
- Département des génies civil, géologique et des mines, Polytechnique Montréal, Montréal, Canada
| | - Qiudi Geng
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Canada
| | - John P Giesy
- Veterinary Biomedical Sciences, University of Saskatchewan, Saskatoon, Canada; Toxicology Centre, University of Saskatchewan, Saskatoon, Canada
| | - Robert Mike McKay
- Great Lakes Institute for Environmental Research, University of Windsor, Windsor, Canada
| | - Michael R Mulvey
- National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, Canada; Department of Medical Microbiology, University of Manitoba, Winnipeg, Canada
| | - Natalie Prystajecky
- Environmental Microbiology, BC Centre for Disease Control, Vancouver, Canada; Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, Canada
| | | | - Yuwei Xie
- Toxicology Centre, University of Saskatchewan, Saskatoon, Canada
| | | | - Steve E Hrudey
- Department of Laboratory Medicine & Pathology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 2G3, Canada.
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222
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Bibby K, Bivins A, Wu Z, North D. Making waves: Plausible lead time for wastewater based epidemiology as an early warning system for COVID-19. WATER RESEARCH 2021; 202:117438. [PMID: 34333296 PMCID: PMC8274973 DOI: 10.1016/j.watres.2021.117438] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 07/09/2021] [Accepted: 07/11/2021] [Indexed: 05/03/2023]
Abstract
Wastewater-based epidemiology (WBE) has emerged as a useful tool in the fight to track and contain COVID-19 spread within communities. One of the motives behind COVID-19 WBE efforts is the potential for 'early warning' of either the onset of disease in a new setting or changes in trends in communities where disease is endemic. Many initial reports of the early warning potential of WBE have relied upon retrospective sample analysis, and delays in WBE analysis and reporting should be considered when evaluating the early warning potential of WBE that enable public health action. Our purpose in this manuscript is to establish a framework to critique the potential of WBE to serve as an early warning system, with special attention to the onset of viral shedding and the differential between results reporting for WBE and clinical testing. While many uncertainties remain regarding both COVID-19 clinical presentation and technical factors influencing WBE results, our analysis suggests at most a modest lead time interval ranging from six days for clinical testing to four days for WBE during community-level wastewater surveillance where clinical testing is accessible on-demand with a rapid time to results. This potential lead time for WBE subsequently increases in settings with limited clinical testing capacity or utilization. Care should be taken when reporting 'early detection' of COVID-19 disease trends via WBE to consider underlying causes (e.g., clinical testing lag or delayed result reporting) to avoid misrepresenting WBE potential.
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Affiliation(s)
- Kyle Bibby
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, IN 46556, USA.
| | - Aaron Bivins
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, IN 46556, USA
| | - Zhenyu Wu
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, IN 46556, USA
| | - Devin North
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, IN 46556, USA
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223
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Mahlknecht J, Padilla Reyes DA, Ramos E, Reyes LM, Álvarez MM. The presence of SARS-CoV-2 RNA in different freshwater environments in urban settings determined by RT-qPCR: Implications for water safety. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 784:147183. [PMID: 33901953 PMCID: PMC8053628 DOI: 10.1016/j.scitotenv.2021.147183] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/08/2021] [Accepted: 04/12/2021] [Indexed: 05/17/2023]
Abstract
This study is the first focused on the presence of SARS-CoV-2 in different freshwater environments in an urban setting. Groundwater and surface water reservoirs for drinking water as well as water from receiving rivers of the Monterrey Metropolitan Area were sampled repeatedly during a SARS-CoV-2 peak phase between October 2020 and January 2021, and viral RNA was measured by quantitative reverse transcription polymerase chain reaction. Forty-four percent of the groundwater samples had detectable viral loads between 2.6 and 38.3 copies/ml. A significant correlation between viral load and sucralose concentration in groundwater reaffirmed the hypothesis of leaching and infiltrating effluent from surface and/or failing sewage pipes and emphasized the importance of water disinfection. Twelve percent of the surface water dam samples tested positive for viral RNA, with values varying between 3.3 and 3.8 copies/ml. Finally, 13% of the river samples were positive for viral RNA, with concentrations ranging from 2.5 to 7.0 copies/ml. Untreated wastewater samples taken in the same period showed viral loads of up to 3535 copies/ml, demonstrating a dilution effect and/or wastewater facilities efficiency of three orders of magnitude. Variations in the viral loads in the groundwater and surface water over time and at the submetropolitan level generally reflected the reported trends in infection cases for Monterrey. The viral loads in the freshwater environments of Monterrey represent a low risk for recreational activities according to a preliminary risk assessment model. However, this result should not be taken lightly due to uncertainty regarding data and model constraints and the possibility of situations where the infection risk may increase considerably.
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Affiliation(s)
- Jurgen Mahlknecht
- Centro del Agua para América Latina y el Caribe, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo Leon CP 64849, Mexico.
| | - Diego A Padilla Reyes
- Centro del Agua para América Latina y el Caribe, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo Leon CP 64849, Mexico
| | - Edrick Ramos
- Centro del Agua para América Latina y el Caribe, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo Leon CP 64849, Mexico
| | - Luisa Ma Reyes
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo Leon CP 64849, Mexico
| | - Mario Moises Álvarez
- Centro de Biotecnología-FEMSA, Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Monterrey, Nuevo Leon CP 64849, Mexico.
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224
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Kolarević S, Micsinai A, Szántó-Egész R, Lukács A, Kračun-Kolarević M, Lundy L, Kirschner AKT, Farnleitner AH, Djukic A, Čolić J, Nenin T, Sunjog K, Paunović M. Detection of SARS-CoV-2 RNA in the Danube River in Serbia associated with the discharge of untreated wastewaters. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 783:146967. [PMID: 33865136 PMCID: PMC9754897 DOI: 10.1016/j.scitotenv.2021.146967] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2021] [Revised: 03/30/2021] [Accepted: 04/01/2021] [Indexed: 05/17/2023]
Abstract
In Serbia less than 13% of collected municipal wastewaters is being treated before their release in the environment. This includes all municipal wastewater discharges from Belgrade (capital city of Serbia; population 1,700,000). Previous research has identified the impacts of raw wastewater discharges from Belgrade on the Danube River, and this study investigated if such discharges also provided a pathway for SARS-CoV-2 RNA material. Samples were collected during the most critical circumstances that occurred so far within the COVID-19 pandemics in Serbia. Grab and composite samples were collected in December 2020, during the peak of the third wave (in terms of reported cases) at the site which receives the wastewater loads in Belgrade. Grab samples collected upstream and downstream of Belgrade were also analyzed. RNA was quantified using RT-qPCR with primer sets targeting nucleocapsid (N1 and N2) and envelope (E) protein genes. SARS-CoV-2 RNA (5.97 × 103 to 1.32 × 104 copies/L) was detected only in samples collected at the site strongly impacted by the wastewaters where all three applied primer sets gave positive signals. Determined concentrations correspond to those reported in wastewater influents sampled at treatment plants in other countries indicating an epidemiological indicator function of used approach for rivers with high pollution loads in countries with poor wastewater treatment.
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Affiliation(s)
- Stoimir Kolarević
- University of Belgrade, Institute for Biological Research "Siniša Stanković", National Institute of Republic of Serbia, Department of Hydroecology and Water Protection, Bulevar despota Stefana 142, 11000 Belgrade, Serbia.
| | - Adrienn Micsinai
- WESSLING Hungary Ltd., H-1045 Budapest, Anonymus str 6., Hungary
| | | | - Alena Lukács
- Biomi Ltd., H-2100 Gödöllő, Szent-Györgyi Albert str 4., Hungary
| | - Margareta Kračun-Kolarević
- University of Belgrade, Institute for Biological Research "Siniša Stanković", National Institute of Republic of Serbia, Department of Hydroecology and Water Protection, Bulevar despota Stefana 142, 11000 Belgrade, Serbia
| | - Lian Lundy
- DRIZZLE Centre of Excellence, Luleå University of Technology, VA-Teknik, 971 87 Luleå, Sweden; Middlesex University, The Burroughs, London NW4 4BT, UK
| | - Alexander K T Kirschner
- Medical University Vienna, Institute for Hygiene and Applied Immunology - Water Microbiology, Kinderspitalgasse 15, Vienna, Austria; Interuniversity Cooperation Center Water and Health (ICC), Austria; Karl Landsteiner University of Health Sciences, Division Water Quality & Health, Dr.-Karl-Dorrek-Straße 30, A-3500 Krems, Austria
| | - Andreas H Farnleitner
- Interuniversity Cooperation Center Water and Health (ICC), Austria; Karl Landsteiner University of Health Sciences, Division Water Quality & Health, Dr.-Karl-Dorrek-Straße 30, A-3500 Krems, Austria; Technische Universität Wien, Institute of Chemical, Environmental and Bioscience Engineering, Research Group for Environmental Microbiology and Molecular Diagnostics, Gumpendorferstraße 1a, A-1060 Vienna, Austria
| | - Aleksandar Djukic
- Faculty of Civil Engineering, University of Belgrade, Bulevar kralja Aleksandra 73, 11000 Belgrade, Serbia
| | - Jasna Čolić
- Jaroslav Černi Water Institute, Jaroslava Černog 80, 11226 Belgrade, Serbia
| | - Tanja Nenin
- Jaroslav Černi Water Institute, Jaroslava Černog 80, 11226 Belgrade, Serbia
| | - Karolina Sunjog
- University of Belgrade, Institute for Multidisciplinary Research, Kneza Višeslava 1, 11000 Belgrade, Serbia
| | - Momir Paunović
- University of Belgrade, Institute for Biological Research "Siniša Stanković", National Institute of Republic of Serbia, Department of Hydroecology and Water Protection, Bulevar despota Stefana 142, 11000 Belgrade, Serbia
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225
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Simpson A, Topol A, White BJ, Wolfe MK, Wigginton KR, Boehm AB. Effect of storage conditions on SARS-CoV-2 RNA quantification in wastewater solids. PeerJ 2021; 9:e11933. [PMID: 34447628 PMCID: PMC8364322 DOI: 10.7717/peerj.11933] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 07/19/2021] [Indexed: 12/24/2022] Open
Abstract
SARS-CoV-2 RNA in wastewater settled solids is associated with COVID-19 incidence in sewersheds and therefore, there is a strong interest in using these measurements to augment traditional disease surveillance methods. A wastewater surveillance program should provide rapid turn around for sample measurements (ideally within 24 hours), but storage of samples is necessary for a variety of reasons including biobanking. Here we investigate how storage of wastewater solids at 4 °C, -20 °C, and -80 °C affects measured concentrations of SARS-CoV-2 RNA. We find that short term (7 or 8 d) storage of raw solids at 4 °C has little effect on measured concentrations of SARS-CoV-2 RNA, whereas longer term storage at 4 °C (35-122 d) or freezing reduces measurements by 60%, on average. We show that normalizing SARS-CoV-2 RNA concentrations by concentrations of pepper mild mottle virus (PMMoV) RNA, an endogenous wastewater virus, can correct for changes during storage as storage can have a similar effect on PMMoV RNA as on SARS-CoV-2 RNA. The reductions in SARS-CoV-2 RNA in solids during freeze thaws is less than those reported for the same target in liquid influent by several authors.
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Affiliation(s)
- Adrian Simpson
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Aaron Topol
- Verily Life Sciences, South San Francisco, CA, United States of America
| | - Bradley J. White
- Verily Life Sciences, South San Francisco, CA, United States of America
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226
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Buonerba A, Corpuz MVA, Ballesteros F, Choo KH, Hasan SW, Korshin GV, Belgiorno V, Barceló D, Naddeo V. Coronavirus in water media: Analysis, fate, disinfection and epidemiological applications. JOURNAL OF HAZARDOUS MATERIALS 2021; 415:125580. [PMID: 33735767 PMCID: PMC7932854 DOI: 10.1016/j.jhazmat.2021.125580] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 03/02/2021] [Accepted: 03/02/2021] [Indexed: 05/03/2023]
Abstract
Considerable attention has been recently given to possible transmission of SARS-CoV-2 via water media. This review addresses this issue and examines the fate of coronaviruses (CoVs) in water systems, with particular attention to the recently available information on the novel SARS-CoV-2. The methods for the determination of viable virus particles and quantification of CoVs and, in particular, of SARS-CoV-2 in water and wastewater are discussed with particular regard to the methods of concentration and to the emerging methods of detection. The analysis of the environmental stability of CoVs, with particular regard of SARS-CoV-2, and the efficacy of the disinfection methods are extensively reviewed as well. This information provides a broad view of the state-of-the-art for researchers involved in the investigation of CoVs in aquatic systems, and poses the basis for further analyses and discussions on the risk associated to the presence of SARS-CoV-2 in water media. The examined data indicates that detection of the virus in wastewater and natural water bodies provides a potentially powerful tool for quantitative microbiological risk assessment (QMRA) and for wastewater-based epidemiology (WBE) for the evaluation of the level of circulation of the virus in a population. Assays of the viable virions in water media provide information on the integrity, capability of replication (in suitable host species) and on the potential infectivity. Challenges and critical issues relevant to the detection of coronaviruses in different water matrixes with both direct and surrogate methods as well as in the implementation of epidemiological tools are presented and critically discussed.
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Affiliation(s)
- Antonio Buonerba
- Sanitary Environmental Engineering Division (SEED), Department of Civil Engineering, University of Salerno, Via Giovanni Paolo II, Fisciano, SA, Italy; Inter-University Centre for Prediction and Prevention of Relevant Hazards (Centro Universitario per la Previsione e Prevenzione Grandi Rischi, C.U.G.RI.), Via Giovanni Paolo II, Fisciano, SA, Italy
| | - Mary Vermi Aizza Corpuz
- Environmental Engineering Program, National Graduate School of Engineering, University of the Philippines, 1101 Diliman, Quezon City, Philippines
| | - Florencio Ballesteros
- Environmental Engineering Program, National Graduate School of Engineering, University of the Philippines, 1101 Diliman, Quezon City, Philippines
| | - Kwang-Ho Choo
- Department of Environmental Engineering, Kyungpook National University (KNU), 80 Daehak-ro, Bukgu, Daegu 41566, Republic of Korea
| | - Shadi W Hasan
- Center for Membranes and Advanced Water Technology (CMAT), Department of Chemical Engineering, Khalifa University of Science and Technology, Abu Dhabi, United Arab Emirates
| | - Gregory V Korshin
- Department of Civil and Environmental Engineering, University of Washington, Box 352700, Seattle, WA 98105-2700, United States
| | - Vincenzo Belgiorno
- Sanitary Environmental Engineering Division (SEED), Department of Civil Engineering, University of Salerno, Via Giovanni Paolo II, Fisciano, SA, Italy
| | - Damià Barceló
- Catalan Institute for Water Research (ICR-CERCA), H2O Building, Scientific and Technological Park of the University of Girona, Emili Grahit 101, 17003 Girona, Spain
| | - Vincenzo Naddeo
- Sanitary Environmental Engineering Division (SEED), Department of Civil Engineering, University of Salerno, Via Giovanni Paolo II, Fisciano, SA, Italy.
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227
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Sala-Comorera L, Reynolds LJ, Martin NA, O'Sullivan JJ, Meijer WG, Fletcher NF. Decay of infectious SARS-CoV-2 and surrogates in aquatic environments. WATER RESEARCH 2021; 201:117090. [PMID: 34111729 PMCID: PMC8005746 DOI: 10.1016/j.watres.2021.117090] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Revised: 03/23/2021] [Accepted: 03/24/2021] [Indexed: 05/03/2023]
Abstract
The introduction of SARS-CoV-2 containing human stool and sewage into water bodies may raise public health concerns. However, assessment of public health risks by faecally contaminated water is limited by a lack of knowledge regarding the persistence of infectious SARS-CoV-2 in water. In the present study the decay rates of viable infectious SARS-CoV-2 and SARS-CoV-2 RNA were determined in river and seawater at 4 and 20°C. These decay rates were compared to S. typhimurium bacteriophage MS2 and pepper mild mottle virus (PMMoV). Persistence of viable SARS-CoV-2 was temperature dependent, remaining infectious for significantly longer periods of time in both freshwater and seawater at 4°C than at 20°C. T90 for infectious SARS-CoV-2 in river water was 2.3 days and 3.8 days at 20°C and 4°C, respectively. The T90 values were 1.1 days and 2.2 days in seawater at 20°C and 4°C, respectively. In contrast to the rapid inactivation of infectious SARS-CoV-2 in river and sea water, viral RNA was relatively stable. The RNA decay rates were increased in non-sterilised river and seawater, presumably due to the presence of microbiota. The decay rates of infectious MS2, MS2 RNA and PMMoV RNA differed significantly from the decay rate of SARS-CoV-2 RNA, suggesting that their use as surrogate markers for the persistence of SARS-CoV-2 in the environment is limited.
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Affiliation(s)
- Laura Sala-Comorera
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Liam J Reynolds
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Dublin 4, Ireland
| | - Niamh A Martin
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Dublin 4, Ireland
| | - John J O'Sullivan
- UCD School of Civil Engineering, UCD Dooge Centre for Water Resources Research and UCD Earth Institute, University College Dublin, Dublin 4, Ireland
| | - Wim G Meijer
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Dublin 4, Ireland.
| | - Nicola F Fletcher
- UCD School of Veterinary Medicine and UCD Conway Institute, University College Dublin, Belfield, Dublin 4, Ireland
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228
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Palika A, Armanious A, Rahimi A, Medaglia C, Gasbarri M, Handschin S, Rossi A, Pohl MO, Busnadiego I, Gübeli C, Anjanappa RB, Bolisetty S, Peydayesh M, Stertz S, Hale BG, Tapparel C, Stellacci F, Mezzenga R. An antiviral trap made of protein nanofibrils and iron oxyhydroxide nanoparticles. NATURE NANOTECHNOLOGY 2021; 16:918-925. [PMID: 34083772 DOI: 10.1038/s41565-021-00920-5] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 04/27/2021] [Indexed: 06/12/2023]
Abstract
Minimizing the spread of viruses in the environment is the first defence line when fighting outbreaks and pandemics, but the current COVID-19 pandemic demonstrates how difficult this is on a global scale, particularly in a sustainable and environmentally friendly way. Here we introduce and develop a sustainable and biodegradable antiviral filtration membrane composed of amyloid nanofibrils made from food-grade milk proteins and iron oxyhydroxide nanoparticles synthesized in situ from iron salts by simple pH tuning. Thus, all the membrane components are made of environmentally friendly, non-toxic and widely available materials. The membrane has outstanding efficacy against a broad range of viruses, which include enveloped, non-enveloped, airborne and waterborne viruses, such as SARS-CoV-2, H1N1 (the influenza A virus strain responsible for the swine flu pandemic in 2009) and enterovirus 71 (a non-enveloped virus resistant to harsh conditions, such as highly acidic pH), which highlights a possible role in fighting the current and future viral outbreaks and pandemics.
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Affiliation(s)
- Archana Palika
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Antonius Armanious
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Akram Rahimi
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- BluAct Technologies GmbH, Zurich, Switzerland
| | - Chiara Medaglia
- Department of Microbiology and Molecular Medicine, University of Geneva, Geneva, Switzerland
| | - Matteo Gasbarri
- Institute of Materials, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Stephan Handschin
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Antonella Rossi
- Department of Chemical and Geological Science, University of Cagliari, Cagliari, Italy
- Department of Materials, ETH Zurich, Zurich, Switzerland
| | - Marie O Pohl
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Idoia Busnadiego
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Christian Gübeli
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | | | - Sreenath Bolisetty
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
- BluAct Technologies GmbH, Zurich, Switzerland
| | - Mohammad Peydayesh
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland
| | - Silke Stertz
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Benjamin G Hale
- Institute of Medical Virology, University of Zurich, Zurich, Switzerland
| | - Caroline Tapparel
- Department of Microbiology and Molecular Medicine, University of Geneva, Geneva, Switzerland
| | - Francesco Stellacci
- Institute of Materials, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
- Department of Bioengineering, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Raffaele Mezzenga
- Department of Health Sciences and Technology, ETH Zurich, Zurich, Switzerland.
- Department of Materials, ETH Zurich, Zurich, Switzerland.
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229
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Teymoorian T, Teymourian T, Kowsari E, Ramakrishna S. Direct and indirect effects of SARS-CoV-2 on wastewater treatment. JOURNAL OF WATER PROCESS ENGINEERING 2021; 42:102193. [PMID: 35592058 PMCID: PMC8226068 DOI: 10.1016/j.jwpe.2021.102193] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 05/11/2021] [Accepted: 06/21/2021] [Indexed: 05/06/2023]
Abstract
The novel SARS-CoV-2 is expanding internationally. While the current focus is on limiting its transmission from direct contact with infected patients and surfaces during the pandemic, the secondary transmission potential via sewage should not be underestimated, especially in low-income and developing countries with weak wastewater treatment technologies. Recent studies have indicated SARS-CoV-2 positivity also be detected in the feces of patients. Therefore, the risk of transmission and infection can be increased into sewage by the fecal-oral way, mainly in some parts of the globe with a high amount of open defecation. This review collected scattered data and recent studies about the direct and indirect effects of coronavirus in the water cycle. The direct impacts of COVID-19 on wastewater are related to the presence of the coronavirus and suitable viral removal methods in different phases of treatment in wastewater treatment plants. The indirect effects of COVID-19 on wastewater are related to the overuse of cleaning and disinfecting products to protect against viral infection and the overuse of certain drugs to protect against virus or novel mental problems and panic to COVID-19 and consequently their presence in wastewater. This unexpected situation leads to changes in the quality of wastewater and brings adverse and harmful effects for the human, aquatic organisms, and the environment. Therefore, applying effective wastewater treatment technologies with low toxic by-products in wastewater treatment plants will be helpful to prevent the increasing occurrence of these extra contaminants in the environment.
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Affiliation(s)
- Termeh Teymoorian
- Department of Chemistry, Amirkabir University of Technology (Tehran Polytechnic), Hafez St., Tehran 15875-4413, Iran
| | - Targol Teymourian
- Department of Civil and Environmental Engineering, Amirkabir University of Technology (Tehran Polytechnic), Hafez St., Tehran 15875-4413, Iran
| | - Elaheh Kowsari
- Department of Chemistry, Amirkabir University of Technology (Tehran Polytechnic), Hafez St., Tehran 15875-4413, Iran
| | - Seeram Ramakrishna
- Department of Mechanical Engineering, Center for Nanofibers and Nanotechnology, National University of Singapore, 119260, Singapore
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230
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Ji B, Zhao Y, Wei T, Kang P. Water science under the global epidemic of COVID-19: Bibliometric tracking on COVID-19 publication and further research needs. JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING 2021; 9:105357. [PMID: 33747765 PMCID: PMC7959687 DOI: 10.1016/j.jece.2021.105357] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 02/22/2021] [Accepted: 03/12/2021] [Indexed: 05/05/2023]
Abstract
There are overwhelming increases of studies and over 200,000 publications related to all the aspects of COVID-19. Among them, 262 papers were published by authors from 67 countries regarding COVID-19 with water science and technology. Although the transmission routes of SARS-CoV-2 in water cycle have not been proved, the water and wastewater play an important role in the control of COVID-19 pandemic. Accordingly, it is scholarly relevant and interesting to look into publications of COVID-19 in water science and technology to track the investigations for moving forward in the years to come. It is believed that, through the literature survey, the question on what we know and what we do not know about COVID-19 so far can be clear, thus providing useful information for helping curbing the epidemic from water sector. This forms the basis of the current study. As such, a bibliometric analysis was conducted. It reveals that wastewater-based epidemiology (WBE) has recently gained global attention with the source and survival characteristics of coronavirus in the aquatic environment; the methodology of virus detection; the water hygiene; and the impact of the COVID-19 pandemic on the water ecosystem being the main topics in 2020. Various studies have shown that drinking water is safety whereas wastewater may be a potential risk during this pandemic. From the perspective of the water cycle, the scopes for further research needs are discussed and proposed, which could enhance the important role and value of water science in warning, monitoring, and predicting COVID-19 during epidemic outbreaks.
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Affiliation(s)
- Bin Ji
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an 710048, PR China
- Department of Municipal and Environmental Engineering, Faculty of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an 710048, PR China
| | - Yaqian Zhao
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an 710048, PR China
- Department of Municipal and Environmental Engineering, Faculty of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an 710048, PR China
| | - Ting Wei
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an 710048, PR China
- Chemical Engineering Department, University of Alcalá, Madrid, Spain
| | - Peiying Kang
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an 710048, PR China
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231
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Li X, Zhang S, Shi J, Luby SP, Jiang G. Uncertainties in estimating SARS-CoV-2 prevalence by wastewater-based epidemiology. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2021; 415:129039. [PMID: 33642938 PMCID: PMC7896122 DOI: 10.1016/j.cej.2021.129039] [Citation(s) in RCA: 119] [Impact Index Per Article: 29.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 02/03/2021] [Accepted: 02/15/2021] [Indexed: 05/05/2023]
Abstract
Wastewater-based epidemiology (WBE) is a promising approach for estimating population-wide COVID-19 prevalence through detection of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA in wastewater. However, various methodological challenges associated with WBE would affect the accuracy of prevalence estimation. To date, the overall uncertainty of WBE and the impact of each step on the prevalence estimation are largely unknown. This study divided the WBE approach into five steps (i.e., virus shedding; in-sewer transportation; sampling and storage; analysis of SARS-CoV-2 RNA concentration in wastewater; back-estimation) and further summarized and quantified the uncertainties associated with each step through a systematic review. Although the shedding of SARS-CoV-2 RNA varied greatly between COVID-19 positive patients, with more than 10 infected persons in the catchment area, the uncertainty caused by the excretion rate became limited for the prevalence estimation. Using a high-frequency flow-proportional sampling and estimating the prevalence through actual water usage data significantly reduced the overall uncertainties to around 20-40% (relative standard deviation, RSD). And under such a scenario, the analytical uncertainty of SARS-CoV-2 RNA in wastewater was the dominant factor. This highlights the importance of using surrogate viruses as internal or external standards during the wastewater analysis, and the need for further improvement on analytical approaches to minimize the analytical uncertainty. This study supports the application of WBE as a complementary surveillance strategy for monitoring COVID-19 prevalence and provides methodological improvements and suggestions to enhance the reliability for future studies.
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Affiliation(s)
- Xuan Li
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Shuxin Zhang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Jiahua Shi
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Stephen P Luby
- Woods Institute for the Environment, Stanford University, United States
| | - Guangming Jiang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
- Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia
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232
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Anand U, Bianco F, Suresh S, Tripathi V, Núñez-Delgado A, Race M. SARS-CoV-2 and other viruses in soil: An environmental outlook. ENVIRONMENTAL RESEARCH 2021; 198:111297. [PMID: 33971130 PMCID: PMC8102436 DOI: 10.1016/j.envres.2021.111297] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/30/2021] [Accepted: 05/01/2021] [Indexed: 05/15/2023]
Abstract
In the present review, the authors shed light on the SARS-CoV-2 impact, persistence, and monitoring in the soil environment. With this purpose, several aspects have been deepened: i) viruses in soil ecosystems; ii) direct and indirect impact on the soil before and after the pandemic, and iii) methods for quantification of viruses and SARS-CoV-2 monitoring in soil. Viruses are present in soil (i.e. up to 417 × 107 viruses per g TS-1 in wetlands) and can affect the behavior and ecology of other life forms (e.g. bacteria), which are remarkably important for maintaining environmental equilibrium. Also, SARS-CoV-2 can be found in soil (i.e. up to 550 copies·g-1). Considering that the SARS-CoV-2 is very recent, poor knowledge is available in the literature on persistence in the soil and reference has been made to coronaviruses and other families of viruses. For instance, the survival of enveloped viruses (e.g. SARS-CoV) can reach 90 days in soils with 10% of moisture content at ambient. In such a context, the possible spread of the SARS-CoV-2 in the soil was evaluated by analyzing the possible contamination routes.
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Affiliation(s)
- Uttpal Anand
- Department of Life Sciences, National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, 84105, Israel
| | - Francesco Bianco
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Via Di Biasio 43, 03043, Cassino, Italy
| | - S Suresh
- Department of Chemical Engineering, Maulana Azad National Institute of Technology, Bhopal, 462 003, Madhya Pradesh, India
| | - Vijay Tripathi
- Department of Molecular and Cellular Engineering, Jacob Institute of Biotechnology and Bioengineering, Sam Higginbottom University of Agriculture, Technology and Sciences, Prayagraj, 211007, India
| | - Avelino Núñez-Delgado
- Department Soil Science and Agricultural Chemistry, Engineering Polytechnic School, Campus Univ. Lugo, Univ. Santiago de Compostela, 27002, Spain
| | - Marco Race
- Department of Civil and Mechanical Engineering, University of Cassino and Southern Lazio, Via Di Biasio 43, 03043, Cassino, Italy.
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Wannigama DL, Amarasiri M, Hurst C, Phattharapornjaroen P, Abe S, Hongsing P, Rad SMAH, Pearson L, Saethang T, Luk-In S, Kueakulpattana N, Storer RJ, Ounjai P, Jacquet A, Leelahavanichkul A, Chatsuwan T. Tracking COVID-19 with wastewater to understand asymptomatic transmission. Int J Infect Dis 2021; 108:296-299. [PMID: 33989774 PMCID: PMC8111879 DOI: 10.1016/j.ijid.2021.05.005] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/04/2021] [Accepted: 05/06/2021] [Indexed: 01/06/2023] Open
Abstract
INTRODUCTION SARS-CoV-2 RNA is excreted in feces of most patients, therefore viral load in wastewater can be used as a surveillance tool to develop an early warning system to help and manage future pandemics. METHODS We collected wastewater from 24 random locations at Bangkok city center and 26 nearby suburbs from July to December 2020. SARS-CoV-2 RNA copy numbers were measured using real-time polymerase chain reaction (PCR). RESULTS SARS-CoV-2 RNA was detected in wastewater from both the city center and suburbs. Except for July, there were no significant differences in copy numbers between the city center and suburbs. Between October and November, a sharp rise in copy number was observed in both places followed by two to three times increase in December, related to SARS-CoV-2 cases reported for same month. CONCLUSIONS Our study provided the first dataset related to SARS-CoV-2 viral RNA in the wastewater of Bangkok. Our results suggest that wastewater could be used as a complementary source for detecting viral RNA and predicting upcoming outbreaks and waves.
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Affiliation(s)
- Dhammika Leshan Wannigama
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand; Antimicrobial Resistance and Stewardship Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand; School of Medicine, Faculty of Health and Medical Sciences, The University of Western Australia, Nedlands, Western Australia, Australia
| | - Mohan Amarasiri
- Laboratory of Environmental Hygiene, Department of Health Science, School of Allied Health Sciences, Graduate School of Medical Sciences, Kitasato University, Kitasato, Sagamihara-Minami, Kanagawa, Japan
| | - Cameron Hurst
- Statistics, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; Faculty of Public Health, Thammasat University, Rangsit, Khlong Luang District, Pathum Thani Thailand
| | - Phatthranit Phattharapornjaroen
- Department of Emergency Medicine, Center of Excellence, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand; Institute of Clinical Sciences, Department of Surgery, Sahlgrenska Academy, Gothenburg University, 40530 Gothenburg, Sweden
| | - Shuichi Abe
- Department of Infectious Diseases and Infection Control, Yamagata Prefectural Central Hospital, Yamagata, Japan
| | - Parichart Hongsing
- Mae Fah Luang University Hospital, Chiang Rai, Thailand; School of Integrative Medicine, Mae Fah Luang University, Chiang Rai, Thailand
| | - S M Ali Hosseini Rad
- Department of Microbiology and Immunology, University of Otago, Dunedin 9010, Otago, New Zealand; Center of Excellence in Immunology and Immune-Mediated Diseases, Chulalongkorn University, Bangkok 10330, Thailand
| | - Lachlan Pearson
- Centre for Heart Research, Westmead Institute for Medical Research, Sydney, New South Wales, Australia
| | - Thammakorn Saethang
- Department of Computer Science, Faculty of Science, Kasetsart University, Bangkok, Thailand
| | - Sirirat Luk-In
- Department of Clinical Microbiology and Applied Technology, Faculty of Medical Technology, Mahidol University, Bangkok, Thailand
| | - Naris Kueakulpattana
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand; Antimicrobial Resistance and Stewardship Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Robin James Storer
- Office of Research Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Puey Ounjai
- Department of Biology, Faculty of Science, Mahidol University, Bangkok, Thailand
| | - Alain Jacquet
- Chula Vaccine Research Center, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Asada Leelahavanichkul
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand; Translational Research in Inflammation and Immunology Research Unit (TRIRU), Department of Microbiology, Chulalongkorn University, Bangkok, Thailand
| | - Tanittha Chatsuwan
- Department of Microbiology, Faculty of Medicine, Chulalongkorn University, King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand; Antimicrobial Resistance and Stewardship Research Unit, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
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Implications of inadequate water and sanitation infrastructure for community spread of COVID-19 in remote Alaskan communities. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 776:145842. [PMCID: PMC7882225 DOI: 10.1016/j.scitotenv.2021.145842] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Revised: 02/07/2021] [Accepted: 02/09/2021] [Indexed: 05/22/2023]
Abstract
The novel coronavirus SARS-CoV-2, the causative agent of COVID-19, emerged in the human population in December 2019 and spread worldwide within a few short months. Much of the public health focus for preventing and mitigating the spread of COVID-19 has been on individual and collective behaviors, such as social distancing, mask-wearing, and hygiene. It is important to recognize that these behaviors and health outcomes occur within broader social and environmental contexts, and factors within local communities such as regional policy, historical context, cultural beliefs, and natural- and built environmental characteristics affect underlying population health and the spread of disease. For example, the COVID-19 pandemic has renewed attention to the importance of secure water and sanitation services in protecting human health; many remote Alaskan communities are particularly vulnerable to infectious disease transmission because of inadequate water and sanitation services. In addition, there are a number of socio-economic, physical, and infrastructure factors in rural Alaska (e.g., remoteness, household overcrowding, climate change impacts, limited medical facilities, and high prevalence of chronic diseases) that contribute to the potential for more severe COVID-19 disease outcomes in these predominantly Alaska Native communities.
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Lundy L, Fatta-Kassinos D, Slobodnik J, Karaolia P, Cirka L, Kreuzinger N, Castiglioni S, Bijlsma L, Dulio V, Deviller G, Lai FY, Alygizakis N, Barneo M, Baz-Lomba JA, Béen F, Cíchová M, Conde-Pérez K, Covaci A, Donner E, Ficek A, Hassard F, Hedström A, Hernandez F, Janská V, Jellison K, Hofman J, Hill K, Hong PY, Kasprzyk-Hordern B, Kolarević S, Krahulec J, Lambropoulou D, de Llanos R, Mackuľak T, Martinez-García L, Martínez F, Medema G, Micsinai A, Myrmel M, Nasser M, Niederstätter H, Nozal L, Oberacher H, Očenášková V, Ogorzaly L, Papadopoulos D, Peinado B, Pitkänen T, Poza M, Rumbo-Feal S, Sánchez MB, Székely AJ, Soltysova A, Thomaidis NS, Vallejo J, van Nuijs A, Ware V, Viklander M. Making Waves: Collaboration in the time of SARS-CoV-2 - rapid development of an international co-operation and wastewater surveillance database to support public health decision-making. WATER RESEARCH 2021; 199:117167. [PMID: 34015748 PMCID: PMC8060897 DOI: 10.1016/j.watres.2021.117167] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/2021] [Revised: 03/24/2021] [Accepted: 04/17/2021] [Indexed: 05/19/2023]
Abstract
The presence of SARS-CoV-2 RNA in wastewater was first reported in March 2020. Over the subsequent months, the potential for wastewater surveillance to contribute to COVID-19 mitigation programmes has been the focus of intense national and international research activities, gaining the attention of policy makers and the public. As a new application of an established methodology, focused collaboration between public health practitioners and wastewater researchers is essential to developing a common understanding on how, when and where the outputs of this non-invasive community-level approach can deliver actionable outcomes for public health authorities. Within this context, the NORMAN SCORE "SARS-CoV-2 in sewage" database provides a platform for rapid, open access data sharing, validated by the uploading of 276 data sets from nine countries to-date. Through offering direct access to underpinning meta-data sets (and describing its use in data interpretation), the NORMAN SCORE database is a resource for the development of recommendations on minimum data requirements for wastewater pathogen surveillance. It is also a tool to engage public health practitioners in discussions on use of the approach, providing an opportunity to build mutual understanding of the demand and supply for data and facilitate the translation of this promising research application into public health practice.
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Affiliation(s)
- Lian Lundy
- DRIZZLE Centre of Excellence, Luleå University of Technology, VA-Teknik, 971 87, Luleå, Sweden.
| | - Despo Fatta-Kassinos
- Department of Civil and Environmental Engineering and Nireas-International Water Research Centre, School of Engineering, University of Cyprus, PO Box 20537, 1678, Nicosia, Cyprus
| | | | - Popi Karaolia
- Department of Civil and Environmental Engineering and Nireas-International Water Research Centre, School of Engineering, University of Cyprus, PO Box 20537, 1678, Nicosia, Cyprus
| | - Lubos Cirka
- Environmental Institute, Okruzna 784/42, 97241, Kos, Slovakia; Faculty of Chemical and Food Technology, Slovak University of Technology in Bratislava, Radlinskeho 9, 81237, Bratislava, Slovakia
| | - Norbert Kreuzinger
- Technische Universität Wien, Institute for Water Quality and Resources Management, Karlsplatz 13/226-1, 1040, Vienna, Austria
| | - Sara Castiglioni
- Istituto di Ricerche Farmacologiche Mario Negri IRCCS, Department of Environmental Sciences, Via Mario Negri 2, 20156, Milan, Italy
| | - Lubertus Bijlsma
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | - Valeria Dulio
- National Institute for Environment and Industrial Risks, Rue Jacques Taffanel, Parc Technologique ALATA, Verneuil-en-Halatte, 60550, France
| | | | - Foon Yin Lai
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences (SLU), SE-75007, Uppsala, Sweden
| | - Nikiforos Alygizakis
- Environmental Institute, Okruzna 784/42, 97241, Kos, Slovakia; Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Greece
| | - Manuela Barneo
- Unidad Predepartamental de Medicina (Facultad de Salud), Universitat Jaume I, 12071, Castellón, Spain
| | | | - Frederic Béen
- KWR Water Research Institute, Groningenhaven 7, 3430, BB Nieuwegein, The Netherlands
| | - Marianna Cíchová
- Water Research Institute, Nábrežie arm. gen. L. Svobodu 5, 812 49, Bratislava, Slovak Republic
| | - Kelly Conde-Pérez
- Microbiology Service, University Hospital-Biomedical Research Institute-University of A Coruña, Spain
| | - Adrian Covaci
- Toxicological Center, University of Antwerp Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Erica Donner
- Future Industries Institute (FII), University of South Australia, Building X, University Boulevard, Mawson Lakes, 5095, South Australia, Australia
| | - Andrej Ficek
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia
| | - Francis Hassard
- School of Water, Energy and Environment, Cranfield University, Cranfield, Bedfordshire MK43 0AL, UK
| | - Annelie Hedström
- DRIZZLE Centre of Excellence, Luleå University of Technology, VA-Teknik, 971 87, Luleå, Sweden
| | - Félix Hernandez
- Environmental and Public Health Analytical Chemistry, Research Institute for Pesticides and Water, University Jaume I, Castellón, Spain
| | - Veronika Janská
- Water Research Institute, Nábrežie arm. gen. L. Svobodu 5, 812 49, Bratislava, Slovak Republic
| | - Kristen Jellison
- Department of Civil and Environmental Engineering, Lehigh University, 1 West Packer Avenue, Bethlehem, PA 18015, USA
| | - Jan Hofman
- University of Bath, Department of Chemical Engineering, Water Innovation and Research Centre, Claverton Down, Bath, BA2 7AY, UK
| | - Kelly Hill
- Water Research Australia Limited | Level 2, 250 Victoria Square / Tarntanyangga Adelaide SA 5000 | GPO Box 1751, Adelaide SA 5001, Australia
| | - Pei-Ying Hong
- Division of Biological and Environmental Science and Engineering, Water Desalination and Reuse Center, King Abdullah University of Science and Technology (KAUST), Thuwal, 23955-6900, Saudi Arabia
| | | | - Stoimir Kolarević
- University of Belgrade, Institute for Biological Research "Siniša Stanković", National Institute of Republic of Serbia, Department for Hydroecology and Water Protection, Bulevar despota Stefana 142, 11000, Belgrade, Serbia
| | - Jan Krahulec
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia
| | - Dimitra Lambropoulou
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24, Thessaloniki, Greece; Center for Interdisciplinary Research and Innovation (CIRI-AUTH), Balkan Center, Thessaloniki, GR-57001
| | - Rosa de Llanos
- Unidad Predepartamental de Medicina (Facultad de Salud), Universitat Jaume I, 12071, Castellón, Spain
| | - Tomáš Mackuľak
- Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37, Bratislava, Slovakia
| | - Lorena Martinez-García
- IMDEA Water Institute, Science and Technology Campus of the University of Alcalá, Avenida Punto Com 2, 28805, Alcalá de Henares, Spain
| | - Francisco Martínez
- IMDEA Water Institute, Science and Technology Campus of the University of Alcalá, Avenida Punto Com 2, 28805, Alcalá de Henares, Spain
| | - Gertjan Medema
- KWR Water Research Institute, Groningenhaven 7, 3430, BB Nieuwegein, The Netherlands
| | | | - Mette Myrmel
- Norwegian University of Life Sciences, Faculty of Veterinary Medicine, Virology Unit, P.O. Box 8146 Dep., N-0033, Oslo, Norway
| | - Mohammed Nasser
- Microbiology Service, University Hospital-Biomedical Research Institute-University of A Coruña, Spain
| | - Harald Niederstätter
- Institute of Legal Medicine and Core Facility Metabolomics, Medical University of Innsbruck, Muellerstrasse 44, A-6020, Innsbruck, Austria
| | - Leonor Nozal
- Norwegian University of Life Sciences, Faculty of Veterinary Medicine, Virology Unit, P.O. Box 8146 Dep., N-0033, Oslo, Norway
| | - Herbert Oberacher
- Institute of Legal Medicine and Core Facility Metabolomics, Medical University of Innsbruck, Muellerstrasse 44, A-6020, Innsbruck, Austria
| | - Věra Očenášková
- T. G. Masaryk Water Research Institute, p.r.i., Branch of Analysis and Assessment of Environmental Components, Podbabská 2582/30, 160 00, Prague 6, Czech Republic
| | - Leslie Ogorzaly
- Luxembourg Institute of Science and Technology (LIST), Environmental Research & Innovation department, 41 rue du Brill L-4422, Belvaux, Luxembourg
| | - Dimitrios Papadopoulos
- Laboratory of Environmental Pollution Control, Department of Chemistry, Aristotle University of Thessaloniki, GR-541 24, Thessaloniki, Greece
| | - Beatriz Peinado
- IMDEA Water Institute, Science and Technology Campus of the University of Alcalá, Avenida Punto Com 2, 28805, Alcalá de Henares, Spain
| | - Tarja Pitkänen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Neulaniementie 4, FI-70701, Kuopio, Finland; University of Helsinki, Faculty of Veterinary Medicine, Dept. Food Hygiene and Environmental Health, Agnes Sjöbergin katu 2, FI-00014, Helsingin yliopisto, Finland
| | - Margarita Poza
- Microbiology Service, University Hospital-Biomedical Research Institute-University of A Coruña, Spain
| | - Soraya Rumbo-Feal
- Microbiology Service, University Hospital-Biomedical Research Institute-University of A Coruña, Spain
| | - Maria Blanca Sánchez
- IMDEA Water Institute, Science and Technology Campus of the University of Alcalá, Avenida Punto Com 2, 28805, Alcalá de Henares, Spain
| | - Anna J Székely
- Evolutionary Biology Centre, Limnology, Uppsala University, Norbyvägen 18 D, SE-752 36, Uppsala, Sweden
| | - Andrea Soltysova
- Department of Molecular Biology, Faculty of Natural Sciences, Comenius University, Bratislava, Slovakia; Institute for Clinical and Translational Research, Biomedical Research Center, Slovak Academy of Sciences, Dubravska Cesta 9, 84505, Bratislava, Slovakia
| | - Nikolaos S Thomaidis
- Laboratory of Analytical Chemistry, Department of Chemistry, National and Kapodistrian University of Athens, Greece
| | - Juan Vallejo
- Microbiology Service, University Hospital-Biomedical Research Institute-University of A Coruña, Spain
| | - Alexander van Nuijs
- Toxicological Center, University of Antwerp Universiteitsplein 1, 2610, Wilrijk, Belgium
| | - Vassie Ware
- Department of Civil and Environmental Engineering, Lehigh University, 1 West Packer Avenue, Bethlehem, PA 18015, USA
| | - Maria Viklander
- DRIZZLE Centre of Excellence, Luleå University of Technology, VA-Teknik, 971 87, Luleå, Sweden
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Bartolomeu M, Oliveira C, Pereira C, Neves MGPMS, Faustino MAF, Almeida A. Antimicrobial Photodynamic Approach in the Inactivation of Viruses in Wastewater: Influence of Alternative Adjuvants. Antibiotics (Basel) 2021; 10:767. [PMID: 34202496 PMCID: PMC8300698 DOI: 10.3390/antibiotics10070767] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 06/19/2021] [Accepted: 06/21/2021] [Indexed: 11/24/2022] Open
Abstract
Pathogenic viruses are frequently present in marine and estuarine waters, due to poor wastewater (WW) treatments, which consequently affect water quality and human health. Chlorination, one of the most common methods used to ensure microbiological safety in tertiarily treated effluents, may lead to the formation of toxic chemical disinfection by-products on reaction with organic matter present in the effluents. Antimicrobial photodynamic therapy (aPDT) can be a promising disinfecting approach for the inactivation of pathogens, without the formation of known toxic by-products. Additionally, some studies have reported the potentiator effect on aPDT of some compounds, such as potassium iodide (KI) and hydrogen peroxide (H2O2). In the present study, the aPDT efficiency of a PS formulation constituted of five cationic porphyrins (Form) in the inactivation of E. coli T4-like bacteriophage, a model of mammalian viruses, in different aqueous matrices with different organic matter content, was evaluated. Photoinactivation studies were performed at different concentrations of Form and in the presence of the adjuvants KI and H2O2. The results showed that the efficiency of bacteriophage photoinactivation is correlated with the Form concentration, the amount of the organic matter in WW, and the adjuvant type. Form can be an effective alternative to controlling viruses in WW, particularly if combined with H2O2, allowing to significantly reduce PS concentration and treatment time. When combined with KI, the Form is less effective in inactivating T4-like bacteriophage in WW.
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Affiliation(s)
- Maria Bartolomeu
- Department of Biology and CESAM, University of Aveiro, 3810-193 Aveiro, Portugal; (M.B.); (C.O.); (C.P.)
| | - Cristiana Oliveira
- Department of Biology and CESAM, University of Aveiro, 3810-193 Aveiro, Portugal; (M.B.); (C.O.); (C.P.)
| | - Carla Pereira
- Department of Biology and CESAM, University of Aveiro, 3810-193 Aveiro, Portugal; (M.B.); (C.O.); (C.P.)
| | | | - M. Amparo F. Faustino
- Department of Chemistry and LAQV-REQUIMTE, University of Aveiro, 3810-193 Aveiro, Portugal;
| | - Adelaide Almeida
- Department of Biology and CESAM, University of Aveiro, 3810-193 Aveiro, Portugal; (M.B.); (C.O.); (C.P.)
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237
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Brisolara KF, Maal-Bared R, Sobsey MD, Reimers RS, Rubin A, Bastian RK, Gerba C, Smith JE, Bibby K, Kester G, Brown S. Assessing and managing SARS-CoV-2 occupational health risk to workers handling residuals and biosolids. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 774:145732. [PMID: 33611008 PMCID: PMC7869681 DOI: 10.1016/j.scitotenv.2021.145732] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 02/01/2021] [Accepted: 02/04/2021] [Indexed: 04/14/2023]
Abstract
Current wastewater worker guidance from the United States Environmental Protection Agency (USEPA) aligns with the Centers for Disease Control and Prevention (CDC) and the Occupational Safety and Health Administration (OSHA) recommendations and states that no additional specific protections against SARS-CoV-2, the virus that causes COVID-19 infections, are recommended for employees involved in wastewater management operations with residuals, sludge, and biosolids at water resource recovery facilities. The USEPA guidance references a document from 2002 that summarizes practices required for protection of workers handling class B biosolids to minimize exposure to pathogens including viruses. While there is no documented evidence that residuals or biosolids of any treatment level contain infectious SARS-CoV-2 or are a source of transmission of this current pandemic strain of coronavirus, this review summarizes and examines whether the provided federal guidance is sufficient to protect workers in view of currently available data on SARS-CoV-2 persistence and transmission. No currently available epidemiological data establishes a direct link between wastewater sludge or biosolids and risk of infection from the SARS-CoV-2. Despite shedding of the RNA of the virus in feces, there is no evidence supporting the presence or transmission of infectious SARS-CoV-2 through the wastewater system or in biosolids. In addition, this review presents previous epidemiologic data related to other non-enveloped viruses. Overall, the risk for exposure to SARS-CoV-2, or any pathogen, decreases with increasing treatment measures. As a result, the highest risk of exposure is related to spreading and handling untreated feces or stool, followed by untreated municipal sludge, the class B biosolids, while lowest risk is associated with spreading or handling Class A biosolids. This review reinforces federal recommendations and the importance of vigilance in applying occupational risk mitigation measures to protect public and occupational health.
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Affiliation(s)
- Kari Fitzmorris Brisolara
- Louisiana State University Health Sciences Center, School of Public Health, 2020 Gravier Street, New Orleans, LA 70112, United States of America.
| | | | - Mark D Sobsey
- Gillings School of Global Public Health at the University of North Carolina, Chapel Hill, United States of America
| | - Robert S Reimers
- Tulane University School of Public Health and Tropical Medicine and Environmental Solutions, Pinnacle Waste Solutions, LLC Richmond, TX, United States of America
| | - Albert Rubin
- North Carolina State University, Department of Biological and Agricultural Engineering, Raleigh, NC, United States of America
| | - Robert K Bastian
- Retired - former USEPA, Washington, DC, United States of America
| | - Charles Gerba
- University of Arizona, Department of Environmental Science, Tucson, AZ, United States of America
| | - James E Smith
- Retired - former USEPA, Washington, DC, United States of America
| | - Kyle Bibby
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, Notre Dame, IN, United States of America
| | - Greg Kester
- California Association of Sanitation Agencies, Sacramento, CA, United States of America
| | - Sally Brown
- University of Washington, Seattle, WA, United States of America
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238
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Giacobbo A, Rodrigues MAS, Zoppas Ferreira J, Bernardes AM, de Pinho MN. A critical review on SARS-CoV-2 infectivity in water and wastewater. What do we know? THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 774:145721. [PMID: 33610994 PMCID: PMC7870439 DOI: 10.1016/j.scitotenv.2021.145721] [Citation(s) in RCA: 77] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 02/01/2021] [Accepted: 02/04/2021] [Indexed: 04/14/2023]
Abstract
The COVID-19 outbreak circulating the world is far from being controlled, and possible contamination routes are still being studied. There are no confirmed cases yet, but little is known about the infection possibility via contact with sewage or contaminated water as well as with aerosols generated during the pumping and treatment of these aqueous matrices. Therefore, this article presents a literature review on the detection of SARS-CoV-2 in human excreta and its pathways through the sewer system and wastewater treatment plants until it reaches the water bodies, highlighting their occurrence and infectivity in sewage and natural water. Research lines are still indicated, which we believe are important for improving the detection, quantification, and mainly the infectivity analyzes of SARS-CoV-2 and other enveloped viruses in sewage and natural water. In fact, up till now, no case of transmission via contact with sewage or contaminated water has been reported and the few studies conducted with these aqueous matrices have not detected infectious viruses. On the other hand, studies are showing that SARS-CoV-2 can remain viable, i.e., infectious, for up to 4.3 and 6 days in sewage and water, respectively, and that other species of coronavirus may remain viable in these aqueous matrices for more than one year, depending on the sample conditions. These are strong pieces of evidence that the contamination mediated by contact with sewage or contaminated water cannot be ruled out, even because other more resistant and infectious mutations of SARS-CoV-2 may appear.
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Affiliation(s)
- Alexandre Giacobbo
- Post-Graduation Program in Mining, Metallurgical and Materials Engineering (PPGE3M), Federal University of Rio Grande do Sul (UFRGS), Av. Bento Gonçalves, n. 9500, Agronomia, Porto Alegre, RS 91509-900, Brazil; Center of Physics and Engineering of Advanced Materials (CeFEMA), Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais, n. 1, Lisbon 1049-001, Portugal.
| | - Marco Antônio Siqueira Rodrigues
- Post-Graduation Program in Materials Technology and Industrial Processes, Pure Sciences and Technology Institute, Feevale University, Rodovia RS-239, n. 2755, Vila Nova, Novo Hamburgo, RS 93525-075, Brazil.
| | - Jane Zoppas Ferreira
- Post-Graduation Program in Mining, Metallurgical and Materials Engineering (PPGE3M), Federal University of Rio Grande do Sul (UFRGS), Av. Bento Gonçalves, n. 9500, Agronomia, Porto Alegre, RS 91509-900, Brazil.
| | - Andréa Moura Bernardes
- Post-Graduation Program in Mining, Metallurgical and Materials Engineering (PPGE3M), Federal University of Rio Grande do Sul (UFRGS), Av. Bento Gonçalves, n. 9500, Agronomia, Porto Alegre, RS 91509-900, Brazil.
| | - Maria Norberta de Pinho
- Center of Physics and Engineering of Advanced Materials (CeFEMA), Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais, n. 1, Lisbon 1049-001, Portugal; Chemical Engineering Department, Instituto Superior Técnico, University of Lisbon, Av. Rovisco Pais, n. 1, Lisbon 1049-001, Portugal.
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239
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Wurtzer S, Waldman P, Ferrier-Rembert A, Frenois-Veyrat G, Mouchel JM, Boni M, Maday Y, Marechal V, Moulin L. Several forms of SARS-CoV-2 RNA can be detected in wastewaters: Implication for wastewater-based epidemiology and risk assessment. WATER RESEARCH 2021; 198:117183. [PMID: 33962244 DOI: 10.1101/2020.12.19.20248508] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 04/14/2021] [Accepted: 04/17/2021] [Indexed: 05/21/2023]
Abstract
The ongoing global pandemic of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been a public health emergency of international concern. Although SARS-CoV-2 is considered to be mainly transmitted by inhalation of contaminated droplets and aerosols, SARS-CoV-2 is also detected in human feces and to a less extent in urine, and in raw wastewaters (to date viral RNA only) suggesting that other routes of infection may exist. Monitoring SARS-CoV-2 genomes in wastewaters has been proposed as a complementary approach for tracing the dynamics of virus transmission within human population connected to wastewater network. The understanding on SARS-CoV-2 transmission through wastewater surveillance, the development of epidemic modeling and the evaluation of SARS-CoV-2 transmission from contaminated wastewater are largely limited by our knowledge on viral RNA genome persistence and virus infectivity preservation in such an environment. Using an integrity based RT-qPCR assay this study led to the discovery that SARS-CoV-2 RNA can persist under several forms in wastewaters, which provides important information on the presence of SARS-CoV-2 in raw wastewaters and associated risk assessment.
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Affiliation(s)
- S Wurtzer
- Eau de Paris, R&D and Water quality department, 33 avenue Jean Jaurès, F-94200 Ivry sur Seine, France.
| | - P Waldman
- Sorbonne Université, CNRS, EPHE, UMR 7619 Metis, e-LTER Zone Atelier Seine, F-75005 Paris, France
| | - A Ferrier-Rembert
- Institut de Recherche Biomédicale des Armées, Microbiology & Infectious diseases, Virology unit, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - G Frenois-Veyrat
- Institut de Recherche Biomédicale des Armées, Microbiology & Infectious diseases, Virology unit, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - J M Mouchel
- Sorbonne Université, CNRS, EPHE, UMR 7619 Metis, e-LTER Zone Atelier Seine, F-75005 Paris, France
| | - M Boni
- Institut de Recherche Biomédicale des Armées, Microbiology & Infectious diseases, Virology unit, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - Y Maday
- Sorbonne Université, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions (LJLL), F-75005 Paris, France
| | - V Marechal
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, F-75012, Paris, France
| | - L Moulin
- Eau de Paris, R&D and Water quality department, 33 avenue Jean Jaurès, F-94200 Ivry sur Seine, France
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240
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Wurtzer S, Waldman P, Ferrier-Rembert A, Frenois-Veyrat G, Mouchel JM, Boni M, Maday Y, Marechal V, Moulin L. Several forms of SARS-CoV-2 RNA can be detected in wastewaters: Implication for wastewater-based epidemiology and risk assessment. WATER RESEARCH 2021; 198:117183. [PMID: 33962244 PMCID: PMC8060898 DOI: 10.1016/j.watres.2021.117183] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 04/14/2021] [Accepted: 04/17/2021] [Indexed: 05/20/2023]
Abstract
The ongoing global pandemic of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been a public health emergency of international concern. Although SARS-CoV-2 is considered to be mainly transmitted by inhalation of contaminated droplets and aerosols, SARS-CoV-2 is also detected in human feces and to a less extent in urine, and in raw wastewaters (to date viral RNA only) suggesting that other routes of infection may exist. Monitoring SARS-CoV-2 genomes in wastewaters has been proposed as a complementary approach for tracing the dynamics of virus transmission within human population connected to wastewater network. The understanding on SARS-CoV-2 transmission through wastewater surveillance, the development of epidemic modeling and the evaluation of SARS-CoV-2 transmission from contaminated wastewater are largely limited by our knowledge on viral RNA genome persistence and virus infectivity preservation in such an environment. Using an integrity based RT-qPCR assay this study led to the discovery that SARS-CoV-2 RNA can persist under several forms in wastewaters, which provides important information on the presence of SARS-CoV-2 in raw wastewaters and associated risk assessment.
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Affiliation(s)
- S Wurtzer
- Eau de Paris, R&D and Water quality department, 33 avenue Jean Jaurès, F-94200 Ivry sur Seine, France.
| | - P Waldman
- Sorbonne Université, CNRS, EPHE, UMR 7619 Metis, e-LTER Zone Atelier Seine, F-75005 Paris, France
| | - A Ferrier-Rembert
- Institut de Recherche Biomédicale des Armées, Microbiology & Infectious diseases, Virology unit, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - G Frenois-Veyrat
- Institut de Recherche Biomédicale des Armées, Microbiology & Infectious diseases, Virology unit, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - J M Mouchel
- Sorbonne Université, CNRS, EPHE, UMR 7619 Metis, e-LTER Zone Atelier Seine, F-75005 Paris, France
| | - M Boni
- Institut de Recherche Biomédicale des Armées, Microbiology & Infectious diseases, Virology unit, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - Y Maday
- Sorbonne Université, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions (LJLL), F-75005 Paris, France
| | - V Marechal
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, F-75012, Paris, France
| | - L Moulin
- Eau de Paris, R&D and Water quality department, 33 avenue Jean Jaurès, F-94200 Ivry sur Seine, France
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Maal-Bared R, Sobsey M, Bibby K, Sherchan SP, Fitzmorris KB, Munakata N, Gerba C, Schaefer S, Swift J, Gary L, Babatola A, Bastian R, Olabode L, Reimers R, Rubin A, Kester G, Casson L. Letter to the Editor regarding Mathavarajah et al. (2020) Pandemic danger to the deep: The risk of marine mammals contracting SARS-CoV-2 from wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 773:144855. [PMID: 33423797 PMCID: PMC7833100 DOI: 10.1016/j.scitotenv.2020.144855] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 12/22/2020] [Accepted: 12/25/2020] [Indexed: 05/21/2023]
Affiliation(s)
| | - Mark Sobsey
- Dept. of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, United States of America
| | - Kyle Bibby
- Department of Civil and Environmental Engineering and Earth Sciences, University of Notre Dame, Notre Dame, IN, United States of America
| | - Samendra P Sherchan
- Department of Environmental Health Sciences, Tulane School of Public Health and Tropical Medicine, New Orleans, LA, United States of America
| | - Kari Brisolara Fitzmorris
- Environmental and Occupational Health Sciences, Louisiana State University Health Sciences Center, New Orleans, LA, United States of America
| | - Naoko Munakata
- Los Angeles County Sanitation Districts, Los Angeles, CA, United States of America
| | - Charles Gerba
- Department of Environmental Science, University of Arizona, United States of America
| | | | - Jay Swift
- Gray and Osborne, Seattle, WA, United States of America
| | - Lee Gary
- LSU School of Public Health, New Orleans, LA, United States of America
| | - Akin Babatola
- Laboratory and Environmental Compliance Manager, City of Santa Cruz, San Francisco Bay Area, United States of America
| | - Robert Bastian
- Water Expert and 2016 WEF Fellow, United States of America
| | - Lola Olabode
- Water Research Foundation, Washington, DC, United States of America
| | - Robert Reimers
- School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, United States of America
| | - Albert Rubin
- Dept of Biological and Agricultural Engineering, North Carolina State University, United States of America
| | - Greg Kester
- California Association of Sanitation Agencies, Sacramento, CA, United States of America
| | - Leonard Casson
- Department of Civil and Environmental Engineering, University of Pittsburgh, United States of America
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Zhang K, Hodge J, Chatterjee A, Moon TS, Parker KM. Duplex Structure of Double-Stranded RNA Provides Stability against Hydrolysis Relative to Single-Stranded RNA. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2021; 55:8045-8053. [PMID: 34033461 DOI: 10.1021/acs.est.1c01255] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Phosphodiester bonds in the backbones of double-stranded (ds)RNA and single-stranded (ss)RNA are known to undergo alkaline hydrolysis. Consequently, dsRNA agents used in emerging RNA interference (RNAi) products have been assumed to exhibit low chemical persistence in solutions. However, the impact of the duplex structure of dsRNA on alkaline hydrolysis has not yet been evaluated. In this study, we demonstrated that dsRNA undergoes orders-of-magnitude slower alkaline hydrolysis than ssRNA. Furthermore, we observed that dsRNA remains intact for multiple months at neutral pH, challenging the assumption that dsRNA is chemically unstable. In systems enabling both enzymatic degradation and alkaline hydrolysis of dsRNA, we found that increasing pH effectively attenuated enzymatic degradation without inducing alkaline hydrolysis that was observed for ssRNA. Overall, our findings demonstrated, for the first time, that key degradation pathways of dsRNA significantly differ from those of ssRNA. Consideration of the unique properties of dsRNA will enable greater control of dsRNA stability during the application of emerging RNAi technology and more accurate assessment of its fate in environmental and biological systems, as well as provide insights into broader application areas including dsRNA isolation, detection and inactivation of dsRNA viruses, and prebiotic molecular evolution.
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Affiliation(s)
- Ke Zhang
- Department of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Joseph Hodge
- Department of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Anamika Chatterjee
- Department of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Tae Seok Moon
- Department of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
| | - Kimberly M Parker
- Department of Energy, Environmental & Chemical Engineering, Washington University in St. Louis, St. Louis, Missouri 63130, United States
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243
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Fuschi C, Pu H, Negri M, Colwell R, Chen J. Wastewater-Based Epidemiology for Managing the COVID-19 Pandemic. ACS ES&T WATER 2021; 1:1352-1362. [PMID: 37566353 PMCID: PMC8130627 DOI: 10.1021/acsestwater.1c00050] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Revised: 05/01/2021] [Accepted: 05/03/2021] [Indexed: 05/29/2023]
Abstract
SARS-CoV-2 is shed by COVID-19 patients and can be detected in wastewater. Thus, testing wastewater for the virus provides a depiction of disease prevalence in a community. Virus concentration data can be utilized to monitor infection trends, identify hot spots, and inform decision makers regarding reopening efforts and directing resources. This perspective aims to shed light on the current situation relating to SARS-CoV-2 in the wastewater system and the opportunity to utilize wastewater to collect useful epidemiological data. First, the survivability of SARS-CoV-2 in different water matrices is examined through the lens of surrogate viruses. Second, the effect of wastewater treatment processes on SARS-CoV-2 is investigated. Current standards for sufficient reduction of the virus and the risk of exposure that arises at each stage in the wastewater treatment process are discussed. Third, the immense potential of wastewater-based epidemiology (WBE) for managing the ongoing COVID-19 pandemic is analyzed. Studies that have tested wastewater or sludge for SARS-CoV-2 are discussed, and results are tabulated. Lastly, the current limitations of WBE and opportunities of future research are explored. Using the wealth of knowledge that the scientific community now has about WBE, wastewater testing should be considered by regional governments and private institutions.
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Affiliation(s)
- Claire Fuschi
- Pritzker School of Molecular Engineering,
The University of Chicago, 5640 South Ellis Avenue, Chicago,
Illinois 60637, United States
| | - Haihui Pu
- Pritzker School of Molecular Engineering,
The University of Chicago, 5640 South Ellis Avenue, Chicago,
Illinois 60637, United States
- Chemical Sciences and Engineering Division, Physical
Sciences and Engineering Directorate, Argonne National
Laboratory, 9700 South Cass Avenue, Lemont, Illinois 60439,
United States
| | - Maria Negri
- The Environmental Science Division, Computing,
Environment, and Life Sciences Directorate, Argonne National
Laboratory, 9700 South Cass Avenue, Lemont, Illinois 60439,
United States
| | - Rita Colwell
- Maryland Institute for Applied Environmental Health,
University of Maryland, College Park, Maryland 20742,
United States
| | - Junhong Chen
- Pritzker School of Molecular Engineering,
The University of Chicago, 5640 South Ellis Avenue, Chicago,
Illinois 60637, United States
- Chemical Sciences and Engineering Division, Physical
Sciences and Engineering Directorate, Argonne National
Laboratory, 9700 South Cass Avenue, Lemont, Illinois 60439,
United States
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244
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Ji B, Zhao Y, Esteve-Núñez A, Liu R, Yang Y, Nzihou A, Tai Y, Wei T, Shen C, Yang Y, Ren B, Wang X, Wang Y. Where do we stand to oversee the coronaviruses in aqueous and aerosol environment? Characteristics of transmission and possible curb strategies. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2021; 413:127522. [PMID: 33132743 PMCID: PMC7590645 DOI: 10.1016/j.cej.2020.127522] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 10/20/2020] [Accepted: 10/23/2020] [Indexed: 05/08/2023]
Abstract
By 17 October 2020, the severe acute respiratory syndrome coronavirus (SARS-CoV-2) has caused confirmed infection of more than 39,000,000 people in 217 countries and territories globally and still continues to grow. As environmental professionals, understanding how SARS-CoV-2 can be transmitted via water and air environment is a concern. We have to be ready for focusing our attention to the prompt diagnosis and potential infection control procedures of the virus in integrated water and air system. This paper reviews the state-of-the-art information from available sources of published papers, newsletters and large number of scientific websites aimed to provide a comprehensive profile on the transmission characteristics of the coronaviruses in water, sludge, and air environment, especially the water and wastewater treatment systems. The review also focused on proposing the possible curb strategies to monitor and eventually cut off the coronaviruses under the authors' knowledge and understanding.
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Affiliation(s)
- Bin Ji
- Department of Municipal and Environmental Engineering, Faculty of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an 710048, PR China
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an 710048, PR China
| | - Yaqian Zhao
- Department of Municipal and Environmental Engineering, Faculty of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an 710048, PR China
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an 710048, PR China
- Dooge Centre for Water Resources Research, School of Civil Engineering, University College Dublin, Belfield, Dublin 4, Ireland
| | | | - Ranbin Liu
- Sino-Dutch R&D Centre for Future Wastewater Treatment Technologies/Beijing Advanced Innovation Center of Future Urban Design, Beijing University of Civil Engineering & Architecture, Beijing 100044, PR China
| | - Yang Yang
- Institute of Hydrobiology, Jinan University, Guangzhou 510632, PR China
- Engineering Research Center of Tropical and Subtropical Aquatic Ecological Engineering, Ministry of Education, Guangzhou, PR China
| | - Ange Nzihou
- Université de Toulouse, IMT Mines Albi, RAPSODEE CNRS, UMR-5302, Jarlard, Albi 81013 Cedex 09, France
| | - Yiping Tai
- Institute of Hydrobiology, Jinan University, Guangzhou 510632, PR China
- Engineering Research Center of Tropical and Subtropical Aquatic Ecological Engineering, Ministry of Education, Guangzhou, PR China
| | - Ting Wei
- Department of Municipal and Environmental Engineering, Faculty of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an 710048, PR China
- Chemical Engineering Department, University of Alcalá, Madrid, Spain
| | - Cheng Shen
- Dooge Centre for Water Resources Research, School of Civil Engineering, University College Dublin, Belfield, Dublin 4, Ireland
- School of Environment and Natural Resources, Zhejiang University Sci. & Technol./Zhejiang Prov, Key Lab. of Recycling & Ecotreatment Waste, Hangzhou 310023, Zhejiang, PR China
| | - Yan Yang
- Dooge Centre for Water Resources Research, School of Civil Engineering, University College Dublin, Belfield, Dublin 4, Ireland
| | - Baimimng Ren
- Dooge Centre for Water Resources Research, School of Civil Engineering, University College Dublin, Belfield, Dublin 4, Ireland
- Université de Toulouse, IMT Mines Albi, RAPSODEE CNRS, UMR-5302, Jarlard, Albi 81013 Cedex 09, France
- School of Water and Environment, Chang'an University, Xi'an 710061, PR China
| | - Xingxing Wang
- Xi'an Hospital of Traditional Chinese Medicine, Xi 'an 710021, PR China
| | - Ya'e Wang
- School of Environmental and Municipal Engineering, Lanzhou Jiaotong University, Lanzhou 730070, PR China
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245
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Mackuľak T, Gál M, Špalková V, Fehér M, Briestenská K, Mikušová M, Tomčíková K, Tamáš M, Butor Škulcová A. Wastewater-Based Epidemiology as an Early Warning System for the Spreading of SARS-CoV-2 and Its Mutations in the Population. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:5629. [PMID: 34070320 PMCID: PMC8197469 DOI: 10.3390/ijerph18115629] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 05/20/2021] [Accepted: 05/21/2021] [Indexed: 12/18/2022]
Abstract
New methodologies based on the principle of "sewage epidemiology" have been successfully applied before in the detection of illegal drugs. The study describes the idea of early detection of a virus, e.g., SARS-CoV-2, in wastewater in order to focus on the area of virus occurrence and supplement the results obtained from clinical examination. By monitoring temporal variation in viral loads in wastewater in combination with other analysis, a virus outbreak can be detected and its spread can be suppressed early. The use of biosensors for virus detection also seems to be an interesting application. Biosensors are highly sensitive, selective, and portable and offer a way for fast analysis. This manuscript provides an overview of the current situation in the area of wastewater analysis, including genetic sequencing regarding viral detection and the technological solution of an early warning system for wastewater monitoring based on biosensors.
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Affiliation(s)
- Tomáš Mackuľak
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
| | - Miroslav Gál
- Department of Inorganic Technology, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.G.); (V.Š.)
| | - Viera Špalková
- Department of Inorganic Technology, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.G.); (V.Š.)
- Department of Zoology and Fisheries, Faculty of Agrobiology Food and Natural Resources, Czech University of Life Sciences Prague, Kamýcká 129, 165 21 Prague, Czech Republic
| | - Miroslav Fehér
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
- Department of Inorganic Technology, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.G.); (V.Š.)
| | - Katarína Briestenská
- Biomedical Research Center of the Slovak Academy of Sciences, Institute of Virology, Dúbravská cesta 9, 845 05 Bratislava, Slovakia; (K.B.); (M.M.); (K.T.)
| | - Miriam Mikušová
- Biomedical Research Center of the Slovak Academy of Sciences, Institute of Virology, Dúbravská cesta 9, 845 05 Bratislava, Slovakia; (K.B.); (M.M.); (K.T.)
| | - Karolína Tomčíková
- Biomedical Research Center of the Slovak Academy of Sciences, Institute of Virology, Dúbravská cesta 9, 845 05 Bratislava, Slovakia; (K.B.); (M.M.); (K.T.)
| | - Michal Tamáš
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
| | - Andrea Butor Škulcová
- Department of Environmental Engineering, Institute of Chemical and Environmental Engineering, Faculty of Chemical and Food Technology, Slovak University of Technology, Radlinského 9, 812 37 Bratislava, Slovakia; (M.F.); (M.T.); (A.B.Š.)
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246
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Wiktorczyk-Kapischke N, Grudlewska-Buda K, Wałecka-Zacharska E, Kwiecińska-Piróg J, Radtke L, Gospodarek-Komkowska E, Skowron K. SARS-CoV-2 in the environment-Non-droplet spreading routes. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 770:145260. [PMID: 33513500 PMCID: PMC7825822 DOI: 10.1016/j.scitotenv.2021.145260] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Revised: 01/13/2021] [Accepted: 01/14/2021] [Indexed: 04/15/2023]
Abstract
The new coronavirus SARS-CoV-2, first identified in Wuhan (China) in December 2019, represents the same family as the Serve Acute Respiratory Syndrome Coronavirus-1 (SARS-CoV-1). These viruses spread mainly via the droplet route. However, during the pandemic of COVID-19 other reservoirs, i.e., water (surface and ground), sewage, garbage, or soil, should be considered. As the infectious SARS-CoV-2 particles are also present in human excretions, such a non-droplet transmission is also possible. A significant problem is the presence of SARS-CoV-2 in the hospital environment, including patients' rooms, medical equipment, everyday objects and the air. Relevant is selecting the type of equipment in the COVID-19 hospital wards on which the virus particles persist the shortest or do not remain infectious. Elimination of plastic objects/equipment from the environment of the infected person seems to be of great importance. It is particularly relevant in water reservoirs contaminated with raw discharges. Wastewater may contain coronaviruses and therefore there is a need for expanding Water-Based Epidemiology (WBE) studies to use obtained values as tool in determination of the actual percentage of the SARS-CoV-2 infected population in an area. It is of great importance to evaluate the available disinfection methods to control the spread of SARS-CoV-2 in the environment. Exposure of SARS-CoV-2 to 65-70% ethanol, 0.5% hydrogen peroxide, or 0.1% sodium hypochlorite has effectively eliminated the virus from the surfaces. Since there are many unanswered questions about the transmission of SARS-CoV-2, the research on this topic is still ongoing. This review aims to summarize current knowledge on the SARS-CoV-2 transmission and elucidate the viral survival in the environment, with particular emphasis on the possibility of non-droplet transmission.
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Affiliation(s)
- Natalia Wiktorczyk-Kapischke
- Department of Microbiology, Nicolaus Copernicus University in Toruń, Collegium Medicum of L. Rydygier in Bydgoszcz, 9 M. Skłodowskiej-Curie Street, 85-094 Bydgoszcz, Poland
| | - Katarzyna Grudlewska-Buda
- Department of Microbiology, Nicolaus Copernicus University in Toruń, Collegium Medicum of L. Rydygier in Bydgoszcz, 9 M. Skłodowskiej-Curie Street, 85-094 Bydgoszcz, Poland
| | - Ewa Wałecka-Zacharska
- Department of Food Hygiene and Consumer Health, Wrocław University of Environmental and Life Sciences, 31 C.K. Norwida St., 50-375 Wrocław, Poland
| | - Joanna Kwiecińska-Piróg
- Department of Microbiology, Nicolaus Copernicus University in Toruń, Collegium Medicum of L. Rydygier in Bydgoszcz, 9 M. Skłodowskiej-Curie Street, 85-094 Bydgoszcz, Poland
| | - Laura Radtke
- Faculty of Civil and Environmental Engineering and Architecture, UTP University of Science and Technology in Bydgoszcz, Al. prof. S. Kaliskiego 7, 85-796 Bydgoszcz, Poland
| | - Eugenia Gospodarek-Komkowska
- Department of Microbiology, Nicolaus Copernicus University in Toruń, Collegium Medicum of L. Rydygier in Bydgoszcz, 9 M. Skłodowskiej-Curie Street, 85-094 Bydgoszcz, Poland
| | - Krzysztof Skowron
- Department of Microbiology, Nicolaus Copernicus University in Toruń, Collegium Medicum of L. Rydygier in Bydgoszcz, 9 M. Skłodowskiej-Curie Street, 85-094 Bydgoszcz, Poland.
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247
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Hokajärvi AM, Rytkönen A, Tiwari A, Kauppinen A, Oikarinen S, Lehto KM, Kankaanpää A, Gunnar T, Al-Hello H, Blomqvist S, Miettinen IT, Savolainen-Kopra C, Pitkänen T. The detection and stability of the SARS-CoV-2 RNA biomarkers in wastewater influent in Helsinki, Finland. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 770:145274. [PMID: 33513496 PMCID: PMC7825999 DOI: 10.1016/j.scitotenv.2021.145274] [Citation(s) in RCA: 109] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 01/13/2021] [Accepted: 01/14/2021] [Indexed: 05/17/2023]
Abstract
Wastewater-based surveillance of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is used to monitor the population-level prevalence of the COVID-19 disease. In many cases, due to lockdowns or analytical delays, the analysis of wastewater samples might only be possible after prolonged storage. In this study, the effect of storage conditions on the RNA copy numbers of the SARS-CoV-2 virus in wastewater influent was studied and compared to the persistence of norovirus over time at 4 °C, -20 °C, and -75 °C using the reverse-transcription quantitative PCR (RT-qPCR) assays E-Sarbeco, N2, and norovirus GII. For the first time in Finland, the presence of SARS-CoV-2 RNA was tested in 24 h composite influent wastewater samples collected from Viikinmäki wastewater treatment plant, Helsinki, Finland. The detected and quantified SARS-CoV-2 RNA copy numbers of the wastewater sample aliquots taken during 19-20 April 2020 and stored for 29, 64, and 84 days remained surprisingly stable. In the stored samples, the SARS betacoronavirus and SARS-CoV-2 copy numbers, but not the norovirus GII copy numbers, seemed slightly higher when analyzed from the pre-centrifuged pellet-that is, the particulate matter of the influent-as compared with the supernatant (i.e., water fraction) used for ultrafiltration, although the difference was not statistically significant. Furthermore, when wastewater was spiked with SARS-CoV-2, linear decay at 4 °C was observed on the first 28 days, while no decay was visible within 58 days at -20 °C or -75 °C. In conclusion, freezing temperatures should be used for storage when immediate SARS-CoV-2 RNA analysis from the wastewater influent is not possible. Analysis of the particulate matter of the sample, in addition to the water fraction, can improve the detection frequency.
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Affiliation(s)
- Anna-Maria Hokajärvi
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland
| | - Annastiina Rytkönen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland
| | - Ananda Tiwari
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland
| | - Ari Kauppinen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland
| | - Sami Oikarinen
- Tampere University, Faculty of Medicine and Health Technology, Tampere, Finland
| | - Kirsi-Maarit Lehto
- Tampere University, Faculty of Medicine and Health Technology, Tampere, Finland
| | - Aino Kankaanpää
- Finnish Institute for Health and Welfare, Forensic Toxicology Unit, Helsinki, Finland
| | - Teemu Gunnar
- Finnish Institute for Health and Welfare, Forensic Toxicology Unit, Helsinki, Finland
| | - Haider Al-Hello
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Helsinki, Finland
| | - Soile Blomqvist
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Helsinki, Finland
| | - Ilkka T Miettinen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland
| | | | - Tarja Pitkänen
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland; University of Helsinki, Faculty of Veterinary Medicine, Dept. Food Hygiene and Environmental Health, Finland.
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248
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Abu Ali H, Yaniv K, Bar-Zeev E, Chaudhury S, Shagan M, Lakkakula S, Ronen Z, Kushmaro A, Nir O. Tracking SARS-CoV-2 RNA through the Wastewater Treatment Process. ACS ES&T WATER 2021; 1:1161-1167. [PMID: 37566373 PMCID: PMC8043203 DOI: 10.1021/acsestwater.0c00216] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 03/23/2021] [Accepted: 03/29/2021] [Indexed: 05/03/2023]
Abstract
Municipal sewage carries degraded and intact viral particles and RNA (ribonucleic acid) of SARS-CoV-2 (severe acute respiratory coronavirus 2), shed by COVID-19 (coronavirus disease 2019) patients, to sewage and eventually to wastewater treatment plants. Proper wastewater treatment can prevent uncontrolled discharges of the virus into the environment. However, the role of different wastewater treatment stages in reducing viral RNA concentrations is, thus far, unknown. Here, we quantified SARS-CoV-2 RNA in raw sewage and during the main stages of the activated sludge process from two wastewater treatment plants in Israel, on three different days during the 2020 COVID-19 outbreak. To reduce the detection limit, samples were concentrated prior to quantification by real-time polymerase chain reaction by a factor of 2-43 using ultrafiltration. On average, ∼1 log RNA removal was attained by each of the primary and secondary treatment steps; however, >100 copies of SARS-CoV-2 RNA/mL remained in the secondary effluents. Following chlorination, SARS-CoV-2 RNA was detected only once, likely due to an insufficient chlorine dose. Our results emphasize the capabilities and limitations of the conventional wastewater treatment process in reducing the SARS-CoV-2 RNA concentration and present preliminary evidence for the importance of tertiary treatment and chlorination in reducing dissemination of the virus to the environment.
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Affiliation(s)
- Hala Abu Ali
- Blaustein Institutes for Desert Research, Zuckerberg
Institute for Water Research, Ben-Gurion University of the
Negev, Sede Boqer Campus, Beer Sheva 8499000,
Israel
| | - Karin Yaniv
- Avram and Stella Goldstein-Goren Department of
Biotechnology Engineering and The Ilse Katz Center for Meso and Nanoscale Science and
Technology, Ben-Gurion University of the Negev, Beer Sheva
84105, Israel
| | - Edo Bar-Zeev
- Blaustein Institutes for Desert Research, Zuckerberg
Institute for Water Research, Ben-Gurion University of the
Negev, Sede Boqer Campus, Beer Sheva 8499000,
Israel
| | - Sanhita Chaudhury
- Blaustein Institutes for Desert Research, Zuckerberg
Institute for Water Research, Ben-Gurion University of the
Negev, Sede Boqer Campus, Beer Sheva 8499000,
Israel
| | - Marilou Shagan
- Avram and Stella Goldstein-Goren Department of
Biotechnology Engineering and The Ilse Katz Center for Meso and Nanoscale Science and
Technology, Ben-Gurion University of the Negev, Beer Sheva
84105, Israel
| | - Satish Lakkakula
- Avram and Stella Goldstein-Goren Department of
Biotechnology Engineering and The Ilse Katz Center for Meso and Nanoscale Science and
Technology, Ben-Gurion University of the Negev, Beer Sheva
84105, Israel
| | - Zeev Ronen
- Blaustein Institutes for Desert Research, Zuckerberg
Institute for Water Research, Ben-Gurion University of the
Negev, Sede Boqer Campus, Beer Sheva 8499000,
Israel
| | - Ariel Kushmaro
- Avram and Stella Goldstein-Goren Department of
Biotechnology Engineering and The Ilse Katz Center for Meso and Nanoscale Science and
Technology, Ben-Gurion University of the Negev, Beer Sheva
84105, Israel
| | - Oded Nir
- Blaustein Institutes for Desert Research, Zuckerberg
Institute for Water Research, Ben-Gurion University of the
Negev, Sede Boqer Campus, Beer Sheva 8499000,
Israel
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Ahmed W, Bibby K, D'Aoust PM, Delatolla R, Gerba CP, Haas CN, Hamilton KA, Hewitt J, Julian TR, Kaya D, Monis P, Moulin L, Naughton C, Noble RT, Shrestha A, Tiwari A, Simpson SL, Wurtzer S, Bivins A. Differentiating between the possibility and probability of SARS-CoV-2 transmission associated with wastewater: empirical evidence is needed to substantiate risk. FEMS MICROBES 2021; 2:xtab007. [PMID: 38626275 PMCID: PMC8135732 DOI: 10.1093/femsmc/xtab007] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2021] [Accepted: 04/30/2021] [Indexed: 12/23/2022] Open
Affiliation(s)
- Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, QLD 4102, Australia
| | - Kyle Bibby
- Department of Civil & Environmental Engineering & Earth Sciences, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA
| | - Patrick M D'Aoust
- Department of Civil Engineering, University of Ottawa, Ottawa, ON, Canada
| | - Robert Delatolla
- Department of Civil Engineering, University of Ottawa, Ottawa, ON, Canada
| | - Charles P Gerba
- Department of Environmental Science, Water and Energy Sustainable Technology Center, University of Arizona, 2959 W. Calle Agua Nueva, Tucson, AZ 85745, USA
| | | | - Kerry A Hamilton
- School of Sustainable Engineering and the Built Environment and the Biodesign Institute Center for Environmental Health Engineering, Arizona State University, Tempe, AZ 85287, USA
| | - Joanne Hewitt
- Institute of Environmental Science and Research Ltd (ESR), Porirua, 5240, New Zealand
| | - Timothy R Julian
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, Dübendorf CH-8600, Switzerland
| | - Devrim Kaya
- School of Chemical, Biological, and Environmental Engineering, Oregon State University, 105 SW 26th St #116, Corvallis, OR 97331, USA
| | - Paul Monis
- South Australian Water Corporation, Adelaide, Australia
| | - Laurent Moulin
- Eau de Paris R&D Laboratory. 33 Av. Jean Jaures 94200 Ivry/seine, France
| | - Colleen Naughton
- University of California Merced Department of Civil and Environmental Engineering, 5200 N, Lake Rd. Merced, CA 95343, USA
| | - Rachel T Noble
- University of North Carolina Institute of Marine Sciences, Morehead City, NC, USA
| | - Abhilasha Shrestha
- Division of Environmental and Occupational Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, IL, USA
| | - Ananda Tiwari
- Finnish Institute for Health and Welfare, Expert Microbiology Unit, Kuopio, Finland
| | | | - Sebastien Wurtzer
- Eau de Paris R&D Laboratory. 33 Av. Jean Jaures 94200 Ivry/seine, France
| | - Aaron Bivins
- Department of Civil & Environmental Engineering & Earth Sciences, University of Notre Dame, 156 Fitzpatrick Hall, Notre Dame, IN 46556, USA
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Zhu Y, Oishi W, Maruo C, Saito M, Chen R, Kitajima M, Sano D. Early warning of COVID-19 via wastewater-based epidemiology: potential and bottlenecks. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 767:145124. [PMID: 33548842 PMCID: PMC7825884 DOI: 10.1016/j.scitotenv.2021.145124] [Citation(s) in RCA: 86] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 01/11/2021] [Accepted: 01/11/2021] [Indexed: 05/18/2023]
Abstract
An effective early warning tool is of great administrative and social significance to the containment and control of an epidemic. Facing the unprecedented global public health crisis caused by COVID-19, wastewater-based epidemiology (WBE) has been given high expectations as a promising surveillance complement to clinical testing which had been plagued by limited capacity and turnaround time. In particular, recent studies have highlighted the role WBE may play in being a part of the early warning system. In this study, we briefly discussed the basics of the concept, the benefits and critical points of such an application, the challenges faced by the scientific community, the progress made so far, and what awaits to be addressed by future studies to make the concept work. We identified that the shedding dynamics of infected individuals, especially in the form of a mathematical shedding model, and the back-calculation of the number of active shedders from observed viral load are the major bottlenecks of WBE application in the COVID-19 pandemic that deserve more attention, and the sampling strategy (location, timing, and interval) needs to be optimized to fit the purpose and scope of the WBE project.
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Affiliation(s)
- Yifan Zhu
- Department of Frontier Sciences for Advanced Environment, Graduate School of Environmental Studies, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Wakana Oishi
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Chikako Maruo
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan
| | - Mayuko Saito
- Department of Virology, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-Machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Rong Chen
- Key Laboratory of Northwest Water Resource, Ecology and Environment, Ministry of Education, Shaanxi Key Laboratory of Environmental Engineering, Xi'a University of Architecture and Technology, Xi'an 710055, China
| | - Masaaki Kitajima
- Division of Environmental Engineering, Graduate School of Engineering, Hokkaido University, North-13 West-8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Daisuke Sano
- Department of Frontier Sciences 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, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8579, Japan.
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