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Zheng P, Li G, Chen Y, Li S, Yang S, Guo D, Zhou Q, Zhang X. Mini review: SHEN26, a novel oral antiviral drug for COVID-19 treatment. Bioorg Med Chem Lett 2025; 124:130243. [PMID: 40250816 DOI: 10.1016/j.bmcl.2025.130243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2025] [Revised: 04/11/2025] [Accepted: 04/15/2025] [Indexed: 04/20/2025]
Abstract
Over two years into the pandemic, global collaboration led to effective antiviral drugs targeting SARS-CoV-2's RdRp and 3CL protease. However, the virus continues to evolve, and certain low-virulence variants still circulate. Despite reduced virulence, ongoing transmission raises the risk of new mutations, underscoring the need for continued vigilance, research, and expansion of our antiviral and vaccine strategies. Our research team has developed SHEN26, a promising small-molecule antiviral drug for the treatment of COVID-19. This mini-review explores its development, including history, synthesis, preclinical evaluations, and findings from Phase I and II clinical trials. Data from each research phase further underscores SHEN26's potential as a safe and effective oral antiviral treatment for COVID-19, while also emphasizing its broader relevance in combating emerging RNA viral infections.
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Affiliation(s)
- Peisen Zheng
- Shenzhen Key Laboratory of Small Molecule Drug Discovery and Synthesis, Department of Chemistry, Shenzhen Grubbs Institute and Medi-X Pingshan, Southern University of Science and Technology, Shenzhen 518000, China
| | - Guanguan Li
- Shenzhen AntiV Pharma Co., Ltd., Shenzhen, Guangdong 518081, China
| | - Yuanguang Chen
- Shenzhen Key Laboratory of Small Molecule Drug Discovery and Synthesis, Department of Chemistry, Shenzhen Grubbs Institute and Medi-X Pingshan, Southern University of Science and Technology, Shenzhen 518000, China
| | - Shuo Li
- Shenzhen Key Laboratory of Small Molecule Drug Discovery and Synthesis, Department of Chemistry, Shenzhen Grubbs Institute and Medi-X Pingshan, Southern University of Science and Technology, Shenzhen 518000, China
| | - Sidi Yang
- Guangzhou National Laboratory, Guangzhou, Guangdong 510005, China
| | - Deyin Guo
- Guangzhou National Laboratory, Guangzhou, Guangdong 510005, China
| | - Qifan Zhou
- Shenzhen Key Laboratory of Small Molecule Drug Discovery and Synthesis, Department of Chemistry, Shenzhen Grubbs Institute and Medi-X Pingshan, Southern University of Science and Technology, Shenzhen 518000, China.
| | - Xumu Zhang
- Shenzhen Key Laboratory of Small Molecule Drug Discovery and Synthesis, Department of Chemistry, Shenzhen Grubbs Institute and Medi-X Pingshan, Southern University of Science and Technology, Shenzhen 518000, China.
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Torres-Franco AF, Leroy-Freitas D, García-Encina PA, Muñoz R. Viral RNA reduction from wastewaters using microalgae-based treatments: Elucidating the effect of light and zero-valent iron nanoparticles. BIORESOURCE TECHNOLOGY 2025; 427:132389. [PMID: 40089032 DOI: 10.1016/j.biortech.2025.132389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Revised: 02/23/2025] [Accepted: 03/10/2025] [Indexed: 03/17/2025]
Abstract
Microalgae-based systems can potentially inactivate E. coli and viruses. In this work, batch algal-bacterial photobioreactors were operated to elucidate the effect of zero-valent iron (ZVI) nanoparticles and light intensity on the reduction of viral RNA (MS2, Phi6 and Bovine coronavirus, BCoV) and uidA gene (E. coli) during secondary wastewater treatment. Biodegradation and abiotic control photoreactors were operated at high light intensity (1100 µE m-2 s-1), with and without ZVI-nanoparticles addition (HLNP and HL) and low light intensity (450 µE m-2 s-1), without nanoparticles (LL). After 72 h, HLNP matched or increased the reductions of at least 99.9 % for viruses and 99 % for uidA achieved within 192 h in HL and LL. Oxidative reactions in the presence of ZVI-nanoparticles seemed to mediate the decay of viral RNA and uidA. This work demonstrated for the first time the potential for enhanced reduction of viral RNA and E. coli by ZVI-nanoparticles during microalgae-based wastewater treatment.
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Affiliation(s)
- Andrés F Torres-Franco
- Institute of Sustainable Processes, Dr. Mergelina, s/n, 47011 Valladolid, Spain; Department of Chemical Engineering and Environmental Technology, School of Industrial Engineering, University of Valladolid, Dr. Mergelina, s/n, 47011 Valladolid, Spain.
| | - Deborah Leroy-Freitas
- Institute of Sustainable Processes, Dr. Mergelina, s/n, 47011 Valladolid, Spain; Department of Chemical Engineering and Environmental Technology, School of Industrial Engineering, University of Valladolid, Dr. Mergelina, s/n, 47011 Valladolid, Spain.
| | - Pedro A García-Encina
- Institute of Sustainable Processes, Dr. Mergelina, s/n, 47011 Valladolid, Spain; Department of Chemical Engineering and Environmental Technology, School of Industrial Engineering, University of Valladolid, Dr. Mergelina, s/n, 47011 Valladolid, Spain.
| | - Raúl Muñoz
- Institute of Sustainable Processes, Dr. Mergelina, s/n, 47011 Valladolid, Spain; Department of Chemical Engineering and Environmental Technology, School of Industrial Engineering, University of Valladolid, Dr. Mergelina, s/n, 47011 Valladolid, Spain.
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Phan T, Brozak S, Pell B, Ciupe SM, Ke R, Ribeiro RM, Gitter A, Mena KD, Perelson AS, Kuang Y, Wu F. Post-recovery viral shedding shapes wastewater-based epidemiological inferences. COMMUNICATIONS MEDICINE 2025; 5:193. [PMID: 40405003 DOI: 10.1038/s43856-025-00908-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 05/12/2025] [Indexed: 05/24/2025] Open
Abstract
BACKGROUND The prolonged viral shedding from the gastrointestinal tract is well documented for numerous pathogens, including SARS-CoV-2. However, the impact of prolonged viral shedding on epidemiological inferences using wastewater data is not yet fully understood. METHODS To gain a better understanding of this phenomenon at the population level, we extended a wastewater-based modeling framework that integrates viral shedding dynamics, viral load data in wastewater, case report data, and an epidemic model. RESULTS Our results indicate that as an outbreak progresses, the viral load from recovered individuals gradually becomes predominant, surpassing that from the infectious population. This phenomenon leads to a dynamic relationship between model-inferred and reported daily incidence over the course of an outbreak. Sensitivity analyses on the duration and rate of viral shedding for recovered individuals reveal that accounting for this phenomenon can considerably advance prediction of transmission peak timing. Furthermore, extensive viral shedding from the recovered population toward the conclusion of an epidemic wave may overshadow viral signals from newly infected cases carrying emerging variants, which can delay the rapid recognition of emerging variants based on viral load. CONCLUSIONS These findings highlight the necessity of integrating post-recovery viral shedding to enhance the accuracy and utility of wastewater-based epidemiological analysis.
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Affiliation(s)
- Tin Phan
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Samantha Brozak
- School of Mathematical and Statistical Sciences, Arizona State University, Tempe, AZ, USA
| | - Bruce Pell
- Department of Mathematics and Computer Science, Lawrence Technological University, Southfield, MI, USA
| | - Stanca M Ciupe
- Department of Mathematics, Virginia Tech, Blacksburg, VA, USA
- Virginia Tech Center for the Mathematics of Biosystems, Blacksburg, VA, USA
| | - Ruian Ke
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Ruy M Ribeiro
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA
| | - Anna Gitter
- Department of Environmental and Occupational Health Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Kristina D Mena
- Department of Environmental and Occupational Health Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Alan S Perelson
- Theoretical Biology and Biophysics, Los Alamos National Laboratory, Los Alamos, NM, USA
- Santa Fe Institute, Santa Fe, NM, USA
| | - Yang Kuang
- School of Mathematical and Statistical Sciences, Arizona State University, Tempe, AZ, USA
| | - Fuqing Wu
- Department of Environmental and Occupational Health Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX, USA.
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Bhatia S, Maswanganye TN, Jeje O, Winston D, Lamssali M, Deng D, Blakley I, Fodor AA, Jeffers-Francis L. Wastewater Speaks: Evaluating SARS-CoV-2 Surveillance, Sampling Methods, and Seasonal Infection Trends on a University Campus. Microorganisms 2025; 13:924. [PMID: 40284761 PMCID: PMC12029416 DOI: 10.3390/microorganisms13040924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2025] [Revised: 03/27/2025] [Accepted: 04/03/2025] [Indexed: 04/29/2025] Open
Abstract
Wastewater surveillance has emerged as a cost-effective and equitable approach for tracking the spread of SARS-CoV-2. In this study, we monitored the prevalence of SARS-CoV-2 on a university campus over three years (2021-2023) using wastewater-based epidemiology (WBE). Wastewater samples were collected from 11 manholes on campus, each draining wastewater from a corresponding dormitory building, and viral RNA concentrations were measured using reverse transcription-quantitative PCR (RT-qPCR). Weekly clinical case data were also obtained from the university health center. A strong positive and significant correlation was observed between Grab and Composite sampling methods, supporting their robustness as equally effective approaches for sample collection. Specifically, a strong correlation was observed between Aggie Village 4 Grab and Aggie Village 4 Composite samples (R2 = 0.84, p = 0.00) and between Barbee Grab and Barbee Composite samples (R2 = 0.80, p = 0.00). Additionally, higher viral RNA copies of SARS-CoV-2 (N1 gene) were detected during the Spring semester compared to the Fall and Summer semesters. Notably, elevations in raw N1 concentrations were observed shortly after the return of college students to campus, suggesting that these increases were predominantly associated with students returning at the beginning of the Fall and Spring semesters (January and August). To account for variations in fecal loading, SARS-CoV-2 RNA concentrations were normalized using Pepper Mild Mottle Virus (PMMoV), a widely used viral fecal biomarker. However, normalization using PMMoV did not improve correlations between SARS-CoV-2 RNA levels and clinical case data. Despite these findings, our study did not establish WBE as a consistently reliable complement to clinical testing in a university campus setting, contrary to many retrospective studies. One key limitation was that numerous off-campus students did not contribute to the campus wastewater system corresponding to the monitored dormitories. However, some off-campus students were still subjected to clinical testing at the university health center under mandated protocols. Moreover, the university health center discontinued reporting cases per dormitory after 2021, making direct comparisons more challenging. Nevertheless, this study highlights the continued value of WBE as a surveillance tool for monitoring infectious diseases and provides critical insights into its application in campus environments.
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Affiliation(s)
- Shilpi Bhatia
- Biology Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (S.B.); (O.J.); (D.W.)
| | - Tinyiko Nicole Maswanganye
- Biology Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (S.B.); (O.J.); (D.W.)
| | - Olusola Jeje
- Biology Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (S.B.); (O.J.); (D.W.)
| | - Danielle Winston
- Biology Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (S.B.); (O.J.); (D.W.)
| | - Mehdi Lamssali
- Built Environment Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (M.L.); (D.D.)
| | - Dongyang Deng
- Built Environment Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (M.L.); (D.D.)
| | - Ivory Blakley
- College of Computing and Informatics, University of North Carolina at Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA (A.A.F.)
| | - Anthony A. Fodor
- College of Computing and Informatics, University of North Carolina at Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA (A.A.F.)
| | - Liesl Jeffers-Francis
- Biology Department, College of Science and Technology, North Carolina A&T State University, 1601 E. Market Street, Greensboro, NC 27411, USA; (S.B.); (O.J.); (D.W.)
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5
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Rabe DC, Choudhury A, Lee D, Luciani EG, Ho UK, Clark AE, Glasgow JE, Veiga S, Michaud WA, Capen D, Flynn EA, Hartmann N, Garretson AF, Muzikansky A, Goldberg MB, Kwon DS, Yu X, Carlin AF, Theriault Y, Wells JA, Lennerz JK, Lai PS, Rabi SA, Hoang AN, Boland GM, Stott SL. Ultrasensitive detection of intact SARS-CoV-2 particles in complex biofluids using microfluidic affinity capture. SCIENCE ADVANCES 2025; 11:eadh1167. [PMID: 39792670 PMCID: PMC11721714 DOI: 10.1126/sciadv.adh1167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 12/04/2024] [Indexed: 01/12/2025]
Abstract
Measuring virus in biofluids is complicated by confounding biomolecules coisolated with viral nucleic acids. To address this, we developed an affinity-based microfluidic device for specific capture of intact severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Our approach used an engineered angiotensin-converting enzyme 2 to capture intact virus from plasma and other complex biofluids. Our device leverages a staggered herringbone pattern, nanoparticle surface coating, and processing conditions to achieve detection of as few as 3 viral copies per milliliter. We further validated our microfluidic assay on 103 plasma, 36 saliva, and 29 stool samples collected from unique patients with COVID-19, showing SARS-CoV-2 detection in 72% of plasma samples. Longitudinal monitoring in the plasma revealed our device's capacity for ultrasensitive detection of active viral infections over time. Our technology can be adapted to target other viruses using relevant cell entry molecules for affinity capture. This versatility underscores the potential for widespread application in viral load monitoring and disease management.
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Affiliation(s)
- Daniel C. Rabe
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Adarsh Choudhury
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Dasol Lee
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Evelyn G. Luciani
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Uyen K. Ho
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Alex E. Clark
- Departments of Pathology and Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Jeffrey E. Glasgow
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Sara Veiga
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
| | - William A. Michaud
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Diane Capen
- Microscopy Core of the Program in Membrane Biology, Massachusetts General Hospital, Boston, MA, USA
| | - Elizabeth A. Flynn
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nicola Hartmann
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Aaron F. Garretson
- Departments of Pathology and Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Alona Muzikansky
- Massachusetts General Hospital Biostatistics, Harvard Medical School, Boston, MA, USA
| | - Marcia B. Goldberg
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
- Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Douglas S. Kwon
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Xu Yu
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
| | - Aaron F. Carlin
- Departments of Pathology and Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
| | - Yves Theriault
- Qualcomm Institute, University of California, San Diego, La Jolla, CA, USA
| | - James A. Wells
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
| | - Jochen K. Lennerz
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Peggy S. Lai
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Sayed Ali Rabi
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Anh N. Hoang
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
- Departments of Pathology and Medicine, School of Medicine, University of California, San Diego, La Jolla, CA, USA
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, San Francisco, CA, USA
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Microscopy Core of the Program in Membrane Biology, Massachusetts General Hospital, Boston, MA, USA
- Massachusetts General Hospital Biostatistics, Harvard Medical School, Boston, MA, USA
- Infectious Diseases, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Microbiology, Harvard Medical School, Boston, MA, USA
- Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, MA, USA
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA, USA
- Qualcomm Institute, University of California, San Diego, La Jolla, CA, USA
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Genevieve M. Boland
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Shannon L. Stott
- Krantz Family Center for Cancer Research, Massachusetts General Hospital, Boston, MA, USA
- Center for Engineering in Medicine and Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA
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Mercier É, D'Aoust PM, Eid W, Hegazy N, Kabir P, Wan S, Pisharody L, Renouf E, Stephenson S, Graber TE, MacKenzie AE, Delatolla R. Sewer transport conditions and their role in the decay of endogenous SARS-CoV-2 and pepper mild mottle virus from source to collection. Int J Hyg Environ Health 2025; 263:114477. [PMID: 39378553 DOI: 10.1016/j.ijheh.2024.114477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 09/06/2024] [Accepted: 10/02/2024] [Indexed: 10/10/2024]
Abstract
This study presents a comprehensive analysis of the decay patterns of endogenous SARS-CoV-2 and Pepper mild mottle virus (PMMoV) within wastewaters spiked with stool from infected patients expressing COVID-19 symptoms, and hence explores the decay of endogenous SARS-CoV-2 and PMMoV targets in wastewaters from source to collection of the sample. Stool samples from infected patients were used as endogenous viral material to more accurately mirror real-world decay processes compared to more traditionally used lab-propagated spike-ins. As such, this study includes data on early decay stages of endogenous viral targets in wastewaters that are typically overlooked when performing decay studies on wastewaters harvested from wastewater treatment plants that contain already-degraded endogenous material. The two distinct sewer transport conditions of dynamic suspended sewer transport and bed and near-bed sewer transport were simulated in this study at temperatures of 4 °C, 12 °C and 20 °C to elucidate decay under these two dominant transport conditions within wastewater infrastructure. The dynamic suspended sewer transport was simulated over 35 h, representing typical flow conditions, whereas bed and near-bed transport extended to 60 days to reflect the prolonged settling of solids in sewer systems during reduced flow periods. In dynamic suspended sewer transport, no decay was observed for SARS-CoV-2, PMMoV, or total RNA over the 35-h period, and temperature ranging from 4 °C to 20 °C had no noticeable effect. Conversely, experiments simulating bed and near-bed transport conditions revealed significant decreases in SARS-CoV-2 and total RNA concentrations by day 2, and PMMoV concentrations by day 3. Only PMMoV exhibited a clear trend of increasing decay constant with higher temperatures, suggesting that while temperature influences decay dynamics, its impact may be less significant than previously assumed, particularly for endogenous RNA that is bound to dissolved organic matter in wastewater. First order decay models were inadequate for accurately fitting decay curves of SARS-CoV-2, PMMoV, and total RNA in bed and near-bed transport conditions. F-tests confirmed the superior fit of the two-phase decay model compared to first order decay models across temperatures of 4 °C-20 °C. Finally, and most importantly, total RNA normalization emerged as an appropriate approach for correcting the time decay of SARS-CoV-2 exposed to bed and near-bed transport conditions. These findings highlight the importance of considering decay from the point of entry in the sewers, sewer transport conditions, and normalization strategies when assessing and modelling the impact of viral decay rates in wastewater systems. This study also emphasizes the need for ongoing research into the diverse and multifaceted factors that influence these decay rates, which is crucial for accurate public health monitoring and response strategies.
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Affiliation(s)
- Élisabeth Mercier
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Patrick M D'Aoust
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Walaa Eid
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, K1H 8L1, Canada
| | - Nada Hegazy
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Pervez Kabir
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Shen Wan
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Lakshmi Pisharody
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Elizabeth Renouf
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada
| | - Sean Stephenson
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, K1H 8L1, Canada
| | - Tyson E Graber
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, K1H 8L1, Canada
| | - Alex E MacKenzie
- Children's Hospital of Eastern Ontario Research Institute, Ottawa, K1H 8L1, Canada
| | - Robert Delatolla
- Department of Civil Engineering, University of Ottawa, Ottawa, K1N 6N5, Canada.
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7
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Kwon T, Gebhardt JT, Lyoo EL, Gaudreault NN, Trujillo JD, Woodworth JC, Paulk CB, Jones CK, Richt JA. Improved African Swine Fever Detection for Environmental Samples in the Presence of Organic Contaminants. Transbound Emerg Dis 2024; 2024:8841168. [PMID: 40303020 PMCID: PMC12016804 DOI: 10.1155/tbed/8841168] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 12/14/2024] [Indexed: 05/02/2025]
Abstract
Geographical expansion and trans-continental transmission of the African swine fever virus (ASFV) pose a significant risk to the global swine industry due to its high impact on swine health and agro-economy. Several different modes of ASFV transmission make it difficult to predict and prevent ASFV introduction to the free area and its spread in the affected area. Indirect transmission through contaminated surfaces could be one of the possible routes to introduce ASFV to the United States due to its high resistance on environmental surfaces and the frequency of international movements. However, there is limited knowledge about environmental samples for ASFV surveillance, when compared to clinical samples from infected pigs. Therefore, the aim of this study was to develop methods for better detection of ASFV DNA in the presence of four different types of organic contaminants: soil, swine feces, feed dust, and their mixture. The presence of organic contaminants negatively affected the sensitivity of ASFV DNA detection. Centrifugation and filtration were crucial for ASFV detection in environmental samples with soil and mixture, whereas filtration reduced the sensitivity of ASFV DNA detection in samples from clean surfaces and swine feces- and feed dust-contaminated surfaces. Detection of ASFV was significantly improved when sampled by the sponge stick with DNA/RNA shield when compared to the cost-effective sampling strategy, the cotton gauze with phosphate-buffered saline. These findings highlight the effect of organic contaminants and the use of the nucleic acid stabilization buffer on ASFV diagnostic performance and provide important background for ASFV preparedness.
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Affiliation(s)
- Taeyong Kwon
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, USA
| | - Jordan T. Gebhardt
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, USA
| | - Eu Lim Lyoo
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, USA
| | - Natasha N. Gaudreault
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, USA
| | - Jessie D. Trujillo
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, USA
| | - Jason C. Woodworth
- Department of Animal Sciences and Industry, College of Agriculture, Kansas State University, Manhattan, Kansas 66506, USA
| | - Chad B. Paulk
- Department of Grain Science and Industry, College of Agriculture, Kansas State University, Manhattan, Kansas 66506, USA
| | - Cassandra K. Jones
- Department of Animal Sciences and Industry, College of Agriculture, Kansas State University, Manhattan, Kansas 66506, USA
| | - Juergen A. Richt
- Department of Diagnostic Medicine/Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, USA
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8
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Yang S, Jiao Y, Dong Q, Li S, Xu C, Liu Y, Sun L, Huang X. Evaluating approach uncertainties of quantitative detection of SARS-CoV-2 in wastewater: Concentration, extraction and amplification. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 951:175285. [PMID: 39102960 DOI: 10.1016/j.scitotenv.2024.175285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 06/10/2024] [Accepted: 08/02/2024] [Indexed: 08/07/2024]
Abstract
Substantial uncertainties pose challenges to the accuracy of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) quantification in wastewater. We conducted a comprehensive evaluation of two concentration methods, three nucleic acid extraction methods, and the amplification performance of eight primer-probe sets. Our results showed that the two concentration methods exhibited similar recovery rates. Specifically, using a 30 kDa cut-off ultrafilter and a centrifugal force of 2500 g achieved the highest virus recovery rates (27.32 ± 8.06 % and 26.37 ± 7.77 %, respectively), with lower corresponding quantification uncertainties of 29.51 % and 29.47 % in ultrafiltration methods. Similarly, a 15 % PEG concentration with 1.5 M NaCl markedly improved virus recovery (26.76 ± 5.92 % and 28.47 ± 6.74 %, respectively), and reducing variation to 22.16 % and 23.66 % in the PEG precipitation method. Additionally, employing a vigorous bead-beating approach at 6 m/s during viral RNA extraction significantly increased RNA yield, with an efficiency reaching up to 82.18 %. Among the evaluated eight primer-probe sets, the E_Sarbeco primer-probe set provided the most stable and consistent quantitative results across various sample matrices. These findings are crucial for establishing robust viral quantification protocols and enhancing methodological precision for effective wastewater surveillance, enabling sensitive and precise detection of SARS-CoV-2.
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Affiliation(s)
- Shaolin Yang
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 10084, China
| | - Yang Jiao
- Beijing Chaoyang Center for Disease Control and Prevention, Beijing 100021, China
| | - Qian Dong
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 10084, China
| | - Siqi Li
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 10084, China
| | - Chenyang Xu
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 10084, China
| | - Yanchen Liu
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 10084, China.
| | - Lingli Sun
- Beijing Chaoyang Center for Disease Control and Prevention, Beijing 100021, China.
| | - Xia Huang
- State Key Joint Laboratory of Environment Simulation and Pollution Control, School of Environment, Tsinghua University, Beijing 10084, China.
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9
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He P, Zhou W, Jiang M, Yu J, Wei H. Efficient concentration of viral nucleic acid in wastewater through surfactant releasing and a two-step magnetic bead extraction and purification. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 951:175742. [PMID: 39182763 DOI: 10.1016/j.scitotenv.2024.175742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 08/11/2024] [Accepted: 08/21/2024] [Indexed: 08/27/2024]
Abstract
Wastewater-based epidemiology (WBE) is a valuable complement to clinical monitoring, allowing for effective surveillance of viral infections in populations, and tracking the presence and the epidemiological dynamics of various infectious pathogens in communities. However, virus loads are usually low-abundant in wastewater, and current virus concentration methods for WBE are laborious and time-consuming with low recovery efficiency. To address these challenges, we have developed a magnetic bead-based semi-automated method involving extraction and purification to directly concentrate viral nucleic acids from sewage within 55 min. Prior to concentration, 0.5 % LDS was introduced to pretreat wastewater to inactivate viruses and release viral nucleic acids from both liquid and solid fractions to improve recovery. Under optimal conditions, the concentration method combined with reverse transcription-quantitative polymerase chain reaction (RT-qPCR) can detect severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA added exogenously in wastewater as low as 4.9 copies/mL within 2.5 h, with an average recovery rate exceeding 80 %. Testing real sewages proved the applicability of the method to detect multiple viruses in different sewages. Additionally, variants of SARS-CoV-2 were successfully identified by multiplex amplicon sequencing in two samples. In conclusion, the new method could provide a much more efficient way for WBE of pathogenic viruses in various sewages.
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Affiliation(s)
- Ping He
- WHP Innovation Lab, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430207, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Wenhao Zhou
- WHP Innovation Lab, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430207, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Mengwei Jiang
- WHP Innovation Lab, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430207, China
| | - Junping Yu
- WHP Innovation Lab, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430207, China; University of Chinese Academy of Sciences, Beijing 100049, China.
| | - Hongping Wei
- WHP Innovation Lab, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan, Hubei 430207, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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10
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Bastardo-Méndez M, Rangel HR, Pujol FH, Grillet ME, Jaspe RC, Malaver N, Rodríguez M, Zamora-Figueroa A. Detection of SARS-CoV-2 in wastewater as an earlier predictor of COVID-19 epidemic peaks in Venezuela. Sci Rep 2024; 14:27294. [PMID: 39516586 PMCID: PMC11549330 DOI: 10.1038/s41598-024-78982-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 11/05/2024] [Indexed: 11/16/2024] Open
Abstract
Wastewater-based epidemiological surveillance has proven to be a useful and cost-effective tool for detecting COVID-19 outbreaks. Here, our objective was to evaluate its potential as an early warning system in Venezuela by detecting SARS-CoV-2 RNA in wastewater and its correlation with reported cases of COVID-19. Viral RNA was concentrated from wastewater collected at various sites in Caracas (northern Venezuela), from September 2021 to July 2023, using the polyethylene glycol (PEG) precipitation method. Viral quantification was performed by RT-qPCR targeting the N1 and ORF1ab genes. A significant association (p < 0.05) was found between viral load in wastewater and reported cases of COVID-19 up to six days after sampling. During the whole study, two populated areas of the city were persistent hotspots of viral infection. The L452R mutation, suggestive of the presence of the Delta variant, was identified in the only sample where a complete genomic sequence could be obtained. Significant differences (p < 0.05) between the physicochemical conditions of the wastewater samples positive and negative for the virus were found. Our results support proof of concept that wastewater surveillance can serve as an early warning system for SARS-CoV-2 outbreaks, complementing public health surveillance in those regions where COVID-19 is currently underreported.
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Affiliation(s)
- Marjorie Bastardo-Méndez
- Laboratorio de Ecología de Microorganismos, Centro de Ecología Aplicada, Instituto de Zoología y Ecología Tropical, Facultad de Ciencias, Universidad Central de Venezuela (UCV), Caracas, Venezuela
| | - Héctor R Rangel
- Laboratorio de Virología Molecular, Centro de Microbiología y Biología Celular, Instituto Venezolano de Investigaciones Científicas (IVIC), Altos de Pipe, Miranda, Venezuela
| | - Flor H Pujol
- Laboratorio de Virología Molecular, Centro de Microbiología y Biología Celular, Instituto Venezolano de Investigaciones Científicas (IVIC), Altos de Pipe, Miranda, Venezuela
| | - María-Eugenia Grillet
- Centro de Ecología y Evolución, Instituto de Zoología y Ecología Tropical, Facultad de Ciencias, Universidad Central de Venezuela (UCV), Caracas, Venezuela
| | - Rossana C Jaspe
- Laboratorio de Virología Molecular, Centro de Microbiología y Biología Celular, Instituto Venezolano de Investigaciones Científicas (IVIC), Altos de Pipe, Miranda, Venezuela
| | - Nora Malaver
- Laboratorio de Ecología de Microorganismos, Centro de Ecología Aplicada, Instituto de Zoología y Ecología Tropical, Facultad de Ciencias, Universidad Central de Venezuela (UCV), Caracas, Venezuela
| | - María Rodríguez
- Laboratorio de Ecología de Microorganismos, Centro de Ecología Aplicada, Instituto de Zoología y Ecología Tropical, Facultad de Ciencias, Universidad Central de Venezuela (UCV), Caracas, Venezuela
| | - Alejandra Zamora-Figueroa
- Laboratorio de Ecología de Microorganismos, Centro de Ecología Aplicada, Instituto de Zoología y Ecología Tropical, Facultad de Ciencias, Universidad Central de Venezuela (UCV), Caracas, Venezuela.
- Laboratorio de Virología Molecular, Centro de Microbiología y Biología Celular, Instituto Venezolano de Investigaciones Científicas (IVIC), Altos de Pipe, Miranda, Venezuela.
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11
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Mercier E, D'Aoust PM, Renouf E, Tomalty E, Addo FG, Nguyen TB, Wong CH, Ramsay NT, Tian X, Hegazy N, Kabir MP, Jia JJ, Wan S, Pisharody L, Szulc P, MacKenzie AE, Delatolla R. Effective method to mitigate impact of rain or snowmelt sewer flushing events on wastewater-based surveillance measurements. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 956:177351. [PMID: 39489448 DOI: 10.1016/j.scitotenv.2024.177351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 10/03/2024] [Accepted: 10/31/2024] [Indexed: 11/05/2024]
Abstract
Wastewater-based surveillance (WBS) is increasingly used for monitoring disease targets in wastewaters around the world. This study, performed in Ottawa, Canada, identifies a decrease in SARS-CoV-2 wastewater measurements during snowmelt-induced sewer flushing events. Observations first revealed a correlation between suppressed viral measurements and periods of increased sewage flowrates, air temperatures above 0 °C during winter months, and solids mass flux increases. These correlations suggest that high sewage flowrates from snowmelt events or intense precipitation events lead to the scouring of previously settled solids in sewers and the subsequent entrainment of these solids into the transported wastewaters. Collection of WBS samples during flushing events hence contains a heterogeneous mixture of solids, including resuspended solids with varying degrees of decay. Therefore flushing events can present a challenge for accurately measuring disease target viral signals when using solids-based analytical methods. This study demonstrates that resuspended solids entrained in the wastewaters during flushing events retain PMMoV signal while the SARS-CoV-2 signal is significantly reduced due to the slower decay rate of pepper mild mottle virus (PMMoV) compared to SARS-CoV-2 within wastewaters. Hence current normalization methods using PMMoV are shown to be ineffective in correcting for flushing events and the associated resuspension of settled solids, as the PMMoV signal of settled solids within sewers does not account for the differential decay rates experiences by SARS-CoV-2 signal in settled solids. Instead, this study identifies RNA to PMMoV correction factor as an effective approach to correct for flushing events and to realign SARS-CoV-2 signal with COVID-19 hospital admission rates within communities. As such, the study highlights the key physicochemical parameters necessary to identify flushing events that affect SARS-CoV-2 WBS measurements and introduces a novel RNA to PMMoV correction factor approach for solids-based analysis of SARS-CoV-2 during flushing events, enhancing the accuracy of WBS data for public health decision-making.
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Affiliation(s)
- Elisabeth Mercier
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Patrick M D'Aoust
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Elizabeth Renouf
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Emma Tomalty
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Felix G Addo
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Tram Bich Nguyen
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Chandler H Wong
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Nathan T Ramsay
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Xin Tian
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Nada Hegazy
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Md Pervez Kabir
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Jian-Jun Jia
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Shen Wan
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Lakshmi Pisharody
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada
| | - Pawel Szulc
- City of Ottawa (Engineering Services), Ottawa K1J 1K6, Canada
| | - Alex E MacKenzie
- Children's Hospital of Eastern Ontario Research Institute, Ottawa K1H 8L1, Canada
| | - Robert Delatolla
- Department of Civil Engineering, University of Ottawa, Ottawa K1N 6N5, Canada.
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12
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Yang Y, Tan J, Wang F, Sun W, Shi H, Cheng Z, Xie Y, Zhou X. Preconcentration and detection of SARS-CoV-2 in wastewater: A comprehensive review. Biosens Bioelectron 2024; 263:116617. [PMID: 39094290 DOI: 10.1016/j.bios.2024.116617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 07/17/2024] [Accepted: 07/29/2024] [Indexed: 08/04/2024]
Abstract
Severe acute respiratory syndrome coronaviruses 2 (SARS-CoV-2) causing coronavirus disease 2019 (COVID-19) affected the health of human beings and the global economy. The patients with SARS-CoV-2 infection had viral RNA or live infectious viruses in feces. Thus, the possible transmission of SARS-CoV-2 through wastewater received great attentions. Moreover, SARS-CoV-2 in wastewater can serve as an early indicator of the infection within communities. We summarized the preconcentration and detection technology of SARS-CoV-2 in wastewater aiming at the complex matrices of wastewater and low virus concentration and compared their performance characteristics. We described the emerging tests that would be possible to realize the rapid detection of SARS-CoV-2 in fields and encourage academics to advance their technologies beyond conception. We concluded with a brief discussion on the outlook for integrating preconcentration and the detection of SARS-CoV-2 with emerging technologies.
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Affiliation(s)
- Yihan Yang
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Jisui Tan
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Fan Wang
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Weiming Sun
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Hanchang Shi
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Zhao Cheng
- School of Environment, Tsinghua University, Beijing, 100084, China
| | - Yangcun Xie
- Chinese Academy of Environmental Planning, Beijing, 100043, China.
| | - Xiaohong Zhou
- School of Environment, Tsinghua University, Beijing, 100084, China.
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13
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Hall GJ, Page EJ, Rhee M, Hay C, Krause A, Langenbacher E, Ruth A, Grenier S, Duran AP, Kamara I, Iskander JK, Alsayyid F, Thomas DL, Bock E, Porta N, Pharo J, Osterink BA, Zelmanowitz S, Fleischmann CM, Liyanage D, Gray JP. Wastewater Surveillance of US Coast Guard Installations and Seagoing Military Vessels to Mitigate the Risk of COVID-19 Outbreaks, March 2021-August 2022. Public Health Rep 2024; 139:699-707. [PMID: 38561999 PMCID: PMC11504356 DOI: 10.1177/00333549241236644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/04/2024] Open
Abstract
OBJECTIVES Military training centers and seagoing vessels are often environments at high risk for the spread of COVID-19 and other contagious diseases, because military trainees and personnel arrive after traveling from many parts of the country and live in congregate settings. We examined whether levels of SARS-CoV-2 genetic material in wastewater correlated with SARS-CoV-2 infections among military personnel living in communal barracks and vessels at US Coast Guard training centers in the United States. METHODS The Coast Guard developed and established 3 laboratories with wastewater testing capability at Coast Guard training centers from March 2021 through August 2022. We analyzed wastewater from barracks housing trainees and from 4 Coast Guard vessels for the presence of SARS-CoV-2 genes N and E and quantified the results relative to levels of a fecal indicator virus, pepper mild mottle virus. We compared quantified data with the timing of medically diagnosed COVID-19 infection among (1) military personnel who had presented with symptoms or had been discovered through contact tracing and had medical tests and (2) military personnel who had been discovered through routine surveillance by positive SARS-CoV-2 antigen or polymerase chain reaction test results. RESULTS Levels of viral genes in wastewater at Coast Guard locations were best correlated with diagnosed COVID-19 cases when wastewater testing was performed twice weekly with passive samplers deployed for the entire week; such testing detected ≥1 COVID-19 case 69.8% of the time and ≥3 cases 88.3% of the time. Wastewater assessment in vessels did not continue because of logistical constraints. CONCLUSION Wastewater testing is an effective tool for measuring the presence and patterns of SARS-CoV-2 infections among military populations. Success with wastewater testing for SARS-CoV-2 infections suggests that other diseases may be assessed with similar approaches.
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Affiliation(s)
- Gregory J. Hall
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Eric J. Page
- Department of Physics, US Coast Guard Academy, New London, CT, USA
| | - Min Rhee
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Clara Hay
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Amelia Krause
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Emma Langenbacher
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Allison Ruth
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Steve Grenier
- Department of Civil and Environmental Engineering, US Coast Guard Academy, New London, CT, USA
| | - Alexander P. Duran
- Office of Environmental Safety, US Coast Guard Academy, New London, CT, USA
| | - Ibrahim Kamara
- Occupational Medicine and Quality Improvement Division, US Coast Guard Headquarters, Washington, DC, USA
| | - John K. Iskander
- Preventive Medicine and Population Health, US Coast Guard Headquarters, Washington, DC, USA
| | - Fahad Alsayyid
- Coast Guard Medical Directorate, US Coast Guard, Cape May, NJ, USA
| | - Dana L. Thomas
- Health, Safety, and Work-Life Service Center, US Coast Guard Headquarters, Washington, DC, USA
| | - Edward Bock
- Health, Safety, and Work-Life Service Center, US Coast Guard, Norfolk, VA, USA
| | - Nicholas Porta
- Health, Safety, and Work-Life Service Center, US Coast Guard, Norfolk, VA, USA
| | - Jessica Pharo
- Health, Safety, and Work-Life Service Center, US Coast Guard, Norfolk, VA, USA
| | - Beth A. Osterink
- Health, Safety, and Work-Life Service Center, US Coast Guard, Norfolk, VA, USA
| | - Sharon Zelmanowitz
- Department of Civil and Environmental Engineering, US Coast Guard Academy, New London, CT, USA
| | - Corinna M. Fleischmann
- Department of Civil and Environmental Engineering, US Coast Guard Academy, New London, CT, USA
| | - Dilhara Liyanage
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
| | - Joshua P. Gray
- Department of Chemical and Environmental Sciences, US Coast Guard Academy, New London, CT, USA
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14
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Farkas K, Fletcher J, Oxley J, Ridding N, Williams RC, Woodhall N, Weightman AJ, Cross G, Jones DL. Implications of long-term sample storage on the recovery of viruses from wastewater and biobanking. WATER RESEARCH 2024; 265:122209. [PMID: 39126986 DOI: 10.1016/j.watres.2024.122209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 07/31/2024] [Accepted: 08/01/2024] [Indexed: 08/12/2024]
Abstract
Wastewater-based monitoring has been widely implemented worldwide for the tracking of SARS-CoV-2 outbreaks and other viral diseases. In many surveillance programmes, unprocessed and processed wastewater samples are often frozen and stored for long periods of time in case the identification and tracing of an emerging health threat becomes necessary. However, extensive sample bioarchives may be difficult to maintain due to limitations in ultra-freezer capacity and associated cost. Furthermore, the stability of viruses in such samples has not been systematically investigated and hence the usefulness of bioarchives is unknown. In this study, we assessed the stability of SARS-CoV-2, influenza viruses, noroviruses and the faecal indicator virus, crAssphage, in raw wastewater and purified nucleic aacid extracts stored at -80 °C for 6-24 months. We found that the isolated viral RNA and DNA showed little signs of degradation in storage over 8-24 months, whereas extensive decay viral and loss of qPCR signal was observed during the storage of raw unprocessed wastewater. The most stable viruses were noroviruses and crAssphage, followed by SARS-CoV-2 and influenza A virus. Based on our findings, we conclude that bioarchives comprised of nucleic acid extracts derived from concentrated wastewater samples may be archived long-term, for at least two years, whereas raw wastewater samples may be discarded after one year.
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Affiliation(s)
- Kata Farkas
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK.
| | - Jessica Fletcher
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - James Oxley
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Nicola Ridding
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Rachel C Williams
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Nick Woodhall
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
| | - Andrew J Weightman
- School of Biosciences, Cardiff University, Museum Avenue, Cardiff, CF10 3AX, UK
| | - Gareth Cross
- Science Evidence Advice Division, Health and Social Services Group, Welsh Government, Cathays Park, Cardiff, CF10 3NQ, UK
| | - Davey L Jones
- School of Environmental and Natural Sciences, Bangor University, Bangor, Gwynedd, LL57 2UW, UK
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15
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Cai Y, Zhao Y, Wang C, Yadav AK, Wei T, Kang P. Ozone disinfection of waterborne pathogens: A review of mechanisms, applications, and challenges. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:60709-60730. [PMID: 39392580 DOI: 10.1007/s11356-024-34991-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 09/11/2024] [Indexed: 10/12/2024]
Abstract
Water serves as a critical vector for the transmission of pathogenic microorganisms, playing a pivotal role in the emergence and propagation of numerous diseases. Ozone (O3) disinfection technology offers promising potential for mitigating the spread of these pathogens in aquatic environments. However, previous studies have only focused on the inactivated effect of O3 on a single pathogenic microorganism, lacking a comprehensive comparative analysis of various influencing factors and different types of pathogens, while the cost-effectiveness of O3 technology has not been mentioned. This review synthesized the migration characteristics of various pathogenic microorganisms in water bodies and examined the properties, mechanisms, and influencing factors of O3 inactivation. It evaluated the efficacy of O3 against diverse pathogens, namely bacteria, viruses, protozoa, and fungi, and provided a comparative analysis of their sensitivities to O3. The formation and impact of harmful disinfection by-products (DBPs) during the O3 inactivation process were assessed, alongside an analysis of the cost-effectiveness of this method. Additionally, potential synergistic treatment processes involving O3 were proposed. Based on these findings, recommendations were made for optimizing the utilization of O3 in water inactivation in order to formulate better inactivation strategies in the post-pandemic eras.
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Affiliation(s)
- Yamei Cai
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an, 710048, P.R. China
- Department of Municipal and Environmental Engineering, School of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an, 710048, P.R. China
- Department of Chemical and Environmental Technology, Rey Juan Carlos University, Madrid, Spain
| | - Yaqian Zhao
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an, 710048, P.R. China.
- Department of Municipal and Environmental Engineering, School of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an, 710048, P.R. China.
| | - Cong Wang
- Xi'an Aerospace City Water Environment Co., Ltd., Xi'an, 710199, P.R. China
| | - Asheesh Kumar Yadav
- Department of Chemical and Environmental Technology, Rey Juan Carlos University, Madrid, Spain
- Environment & Sustainability Department, CSIR-Institute of Minerals and Materials Technology, Bhubaneswar, 751 013, Odisha, India
| | - Ting Wei
- State Key Laboratory of Eco-Hydraulics in Northwest Arid Region, Xi'an University of Technology, Xi'an, 710048, P.R. China
- Department of Municipal and Environmental Engineering, School of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an, 710048, P.R. China
- Department of Analytical Chemistry, Physical Chemistry and Chemical Engineering, 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, P.R. China
- Department of Municipal and Environmental Engineering, School of Water Resources and Hydroelectric Engineering, Xi'an University of Technology, Xi'an, 710048, P.R. China
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16
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Ferdous J, Kunkleman S, Taylor W, Harris A, Gibas CJ, Schlueter JA. A gold standard dataset and evaluation of methods for lineage abundance estimation from wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 948:174515. [PMID: 38971244 DOI: 10.1016/j.scitotenv.2024.174515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 06/20/2024] [Accepted: 07/03/2024] [Indexed: 07/08/2024]
Abstract
During the SARS-CoV-2 pandemic, genome-based wastewater surveillance sequencing has been a powerful tool for public health to monitor circulating and emerging viral variants. As a medium, wastewater is very complex because of its mixed matrix nature, which makes the deconvolution of wastewater samples more difficult. Here we introduce a gold standard dataset constructed from synthetic viral control mixtures of known composition, spiked into a wastewater RNA matrix and sequenced on the Oxford Nanopore Technologies platform. We compare the performance of eight of the most commonly used deconvolution tools in identifying SARS-CoV-2 variants present in these mixtures. The software evaluated was primarily chosen for its relevance to the CDC wastewater surveillance reporting protocol, which until recently employed a pipeline that incorporates results from four deconvolution methods: Freyja, kallisto, Kraken 2/Bracken, and LCS. We also tested Lollipop, a deconvolution method used by the Swiss SARS-CoV-2 Sequencing Consortium, and three additional methods not used in the C-WAP pipeline: lineagespot, Alcov, and VaQuERo. We found that the commonly used software Freyja outperformed the other CDC pipeline tools in correct identification of lineages present in the control mixtures, and that the VaQuERo method was similarly accurate, with minor differences in the ability of the two methods to avoid false negatives and suppress false positives. Our results also provide insight into the effect of the tiling primer scheme and wastewater RNA extract matrix on viral sequencing and data deconvolution outcomes.
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Affiliation(s)
- Jannatul Ferdous
- Department of Bioinformatics and Genomics, UNC Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA
| | - Samuel Kunkleman
- Department of Bioinformatics and Genomics, UNC Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA
| | - William Taylor
- Department of Bioinformatics and Genomics, UNC Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA
| | - April Harris
- Department of Bioinformatics and Genomics, UNC Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA
| | - Cynthia J Gibas
- Department of Bioinformatics and Genomics, UNC Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA
| | - Jessica A Schlueter
- Department of Bioinformatics and Genomics, UNC Charlotte, 9201 University City Blvd, Charlotte, NC 28223, USA.
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17
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Korajkic A, McMinn BR, Pemberton AC, Kelleher J, Ahmed W. The comparison of decay rates of infectious SARS-CoV-2 and viral RNA in environmental waters and wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 946:174379. [PMID: 38955270 PMCID: PMC11290430 DOI: 10.1016/j.scitotenv.2024.174379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 06/25/2024] [Accepted: 06/27/2024] [Indexed: 07/04/2024]
Abstract
Understanding the decay characteristics of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in wastewater and ambient waters is important for multiple applications including assessment of risk of exposure associated with handling wastewater samples, public health risk associated with recreation in wastewater polluted ambient waters and better understanding and interpretation of wastewater-based epidemiology (WBE) results. We evaluated the decay rates of infectious SARS-CoV-2 and viral RNA in wastewater and ambient waters under temperature regimes representative of seasonal fluctuations. Infectious virus was seeded in autoclaved primary wastewater effluent, final dechlorinated wastewater effluent, lake water, and marine water at a final concentration of 6.26 ± 0.07 log10 plaque forming units per milliliter. Each suspension was incubated at either 4°, 25°, and 37 °C. Samples were initially collected on an hourly basis, then approximately every other day for 15 days. All samples were analyzed for infectious virus via a plaque assay using the Vero E6 cell line, and viral gene copy levels were quantified with the US CDC's N1 and N2 reverse transcriptase quantitative polymerase chain reaction (RT-qPCR) assays. The infectious virus decayed significantly faster (p ≤ 0.0214) compared to viral RNA, which persisted for the duration of the study irrespective of the incubation conditions. The initial loss (within 15 min of seeding) as well as decay of infectious SARS-CoV-2 was significantly faster (p ≤ 0.0387) in primary treated wastewater compared to other water types, but viral RNA did not degrade appreciably in this matrix until day 15. Overall, temperature was the most important driver of decay, and after 24 h, no infectious SARS-CoV-2 was detected at 37 °C in any water type. Moreover, the CDC N2 gene assay target decayed significantly (p ≤ 0.0174) faster at elevated temperatures compared to CDC N1, which has important implications for RT-qPCR assay selection for WBE approach.
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Affiliation(s)
- Asja Korajkic
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268, United States.
| | - Brian R McMinn
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268, United States
| | - Adin C Pemberton
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268, United States
| | - Julie Kelleher
- Office of Research and Development, United States Environmental Protection Agency, 26 West Martin Luther King Drive, Cincinnati, OH 45268, United States
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct 41 Boggo Road, Qld 4102, Australia
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18
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Purves K, Reynolds LJ, Sala-Comorera L, Martin NA, Dahly DL, Meijer WG, Fletcher NF. Decay of RNA and infectious SARS-CoV-2 and murine hepatitis virus in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 944:173877. [PMID: 38871327 DOI: 10.1016/j.scitotenv.2024.173877] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 06/06/2024] [Accepted: 06/07/2024] [Indexed: 06/15/2024]
Abstract
Wastewater-based epidemiology (WBE) has been an important tool for population surveillance during the COVID-19 pandemic and continues to play a key role in monitoring SARS-CoV-2 infection levels following reductions in national clinical testing schemes. Studies measuring decay profiles of SARS-CoV-2 in wastewater have underscored the value of WBE, however investigations have been hampered by high biosafety requirements for SARS-CoV-2 infection studies. Therefore, surrogate viruses with lower biosafety standards have been used for SARS-CoV-2 decay studies, such as murine hepatitis virus (MHV), but few studies have directly compared decay rates of both viruses. We compared the persistence of SARS-CoV-2 and MHV in wastewater, using 50 % tissue culture infectious dose (TCID50) and reverse transcription quantitative polymerase chain reaction (RT-qPCR) assays to assess infectious virus titre and viral gene markers, respectively. Infectious SARS-CoV-2 and MHV indicate similar endpoints, however observed early decay characteristics differed, with infectious SARS-CoV-2 decaying more rapidly than MHV. We find that MHV is an appropriate infectious virus surrogate for viable SARS-CoV-2, however inconsistencies exist in viral RNA decay parameters, indicating MHV may not be a suitable nucleic acid surrogate across certain temperature regimes. This study highlights the importance of sample preparation and the potential for decay rate overestimation in wastewater surveillance for SARS-CoV-2 and other pathogens.
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Affiliation(s)
- Kevin Purves
- UCD School of Veterinary Medicine and UCD Conway Institute, University College Dublin, Ireland
| | - Liam J Reynolds
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Ireland
| | - Laura Sala-Comorera
- Section of Microbiology, Virology and Biotechnology, Department of Genetics, Microbiology and Statistics, University of Barcelona, Spain
| | - Niamh A Martin
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Ireland
| | - Darren L Dahly
- Health Research Board Clinical Research Facility, University College Cork, Ireland; School of Public Health, University College Cork, Ireland
| | - Wim G Meijer
- UCD School of Biomolecular and Biomedical Science, UCD Earth Institute and UCD Conway Institute, University College Dublin, Ireland
| | - Nicola F Fletcher
- UCD School of Veterinary Medicine and UCD Conway Institute, University College Dublin, Ireland.
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19
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Hayes EK, Gagnon GA. From capture to detection: A critical review of passive sampling techniques for pathogen surveillance in water and wastewater. WATER RESEARCH 2024; 261:122024. [PMID: 38986282 DOI: 10.1016/j.watres.2024.122024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 06/05/2024] [Accepted: 06/29/2024] [Indexed: 07/12/2024]
Abstract
Water quality, critical for human survival and well-being, necessitates rigorous control to mitigate contamination risks, particularly from pathogens amid expanding urbanization. Consequently, the necessity to maintain the microbiological safety of water supplies demands effective surveillance strategies, reliant on the collection of representative samples and precise measurement of contaminants. This review critically examines the advancements of passive sampling techniques for monitoring pathogens in various water systems, including wastewater, freshwater, and seawater. We explore the evolution from conventional materials to innovative adsorbents for pathogen capture and the shift from culture-based to molecular detection methods, underscoring the adaptation of this field to global health challenges. The comparison highlights passive sampling's efficacy over conventional techniques like grab sampling and its potential to overcome existing sampling challenges through the use of innovative materials such as granular activated carbon, thermoplastics, and polymer membranes. By critically evaluating the literature, this work identifies standardization gaps and proposes future research directions to augment passive sampling's efficiency, specificity, and utility in environmental and public health surveillance.
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Affiliation(s)
- Emalie K Hayes
- Centre for Water Resources Studies, Department of Civil & Resource Engineering, Dalhousie University, 1360 Barrington Street, Halifax, Nova Scotia B3H 4R2, Canada
| | - Graham A Gagnon
- Centre for Water Resources Studies, Department of Civil & Resource Engineering, Dalhousie University, 1360 Barrington Street, Halifax, Nova Scotia B3H 4R2, Canada.
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20
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Cha G, Huang Y, Graham KE, Luo A, Chen W, Hatt JK, Konstantinidis KT, Xie X. Cold-chain free nucleic acid preservation using porous super-absorbent polymer (PSAP) beads to facilitate wastewater surveillance. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 939:173468. [PMID: 38788933 DOI: 10.1016/j.scitotenv.2024.173468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 05/19/2024] [Accepted: 05/21/2024] [Indexed: 05/26/2024]
Abstract
The instability of viral targets including SARS-CoV-2 in sewage is an important challenge in wastewater monitoring projects. The unrecognized interruptions in the 'cold-chain' transport from the sample collection to RNA quantification in the laboratory may undermine the accurate quantification of the virus. In this study, bovine serum albumin (BSA)-modified porous superabsorbent polymer (PSAP) beads were applied to absorb raw sewage samples as a simple method for viral RNA preservation. The preservation efficiency for SARS-CoV-2 and pepper mild mottle virus (PMMoV) RNA were examined during storage for 14 days at 4 °C or room temperature against the control (no beads applied). While a non-significant difference was observed at 4 °C (∼80 % retention for both control and PSAP-treated sewage), the reduction of SARS-CoV-2 RNA concentrations was significantly lower in sewage retrieved from PSAP beads (25-40 % reduction) compared to control (>60 % reduction) at room temperature. On the other hand, the recovery of PMMoV, known for its high persistence in raw sewage, from PSAP beads or controls were consistently above 85 %, regardless of the storage temperature. Our results demonstrate the applicability of PSAP beads to wastewater-based epidemiology (WBE) projects for preservation of SARS-CoV-2 RNA in sewage, especially in remote settings with no refrigeration capabilities.
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Affiliation(s)
- Gyuhyon Cha
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Yixuan Huang
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Katherine E Graham
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Anjin Luo
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Wensi Chen
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Janet K Hatt
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | | | - Xing Xie
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA.
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21
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Cuadros DF, Chen X, Li J, Omori R, Musuka G. Advancing Public Health Surveillance: Integrating Modeling and GIS in the Wastewater-Based Epidemiology of Viruses, a Narrative Review. Pathogens 2024; 13:685. [PMID: 39204285 PMCID: PMC11357455 DOI: 10.3390/pathogens13080685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 08/06/2024] [Accepted: 08/10/2024] [Indexed: 09/03/2024] Open
Abstract
This review article will present a comprehensive examination of the use of modeling, spatial analysis, and geographic information systems (GIS) in the surveillance of viruses in wastewater. With the advent of global health challenges like the COVID-19 pandemic, wastewater surveillance has emerged as a crucial tool for the early detection and management of viral outbreaks. This review will explore the application of various modeling techniques that enable the prediction and understanding of virus concentrations and spread patterns in wastewater systems. It highlights the role of spatial analysis in mapping the geographic distribution of viral loads, providing insights into the dynamics of virus transmission within communities. The integration of GIS in wastewater surveillance will be explored, emphasizing the utility of such systems in visualizing data, enhancing sampling site selection, and ensuring equitable monitoring across diverse populations. The review will also discuss the innovative combination of GIS with remote sensing data and predictive modeling, offering a multi-faceted approach to understand virus spread. Challenges such as data quality, privacy concerns, and the necessity for interdisciplinary collaboration will be addressed. This review concludes by underscoring the transformative potential of these analytical tools in public health, advocating for continued research and innovation to strengthen preparedness and response strategies for future viral threats. This article aims to provide a foundational understanding for researchers and public health officials, fostering advancements in the field of wastewater-based epidemiology.
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Affiliation(s)
- Diego F. Cuadros
- Digital Epidemiology Laboratory, Digital Futures, University of Cincinnati, Cincinnati, OH 41221, USA;
| | - Xi Chen
- Digital Epidemiology Laboratory, Digital Futures, University of Cincinnati, Cincinnati, OH 41221, USA;
- Department of Geography and GIS, University of Cincinnati, Cincinnati, OH 41221, USA
| | - Jingjing Li
- Department of Land Resources Management, China University of Geosciences, Wuhan 430074, China;
| | - Ryosuke Omori
- Division of Bioinformatics, International Institute for Zoonosis Control, Hokkaido University, Sapporo 002-8501, Japan;
| | - Godfrey Musuka
- International Initiative for Impact Evaluation, Harare 0002, Zimbabwe;
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22
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de Sá Leitão CS, dos Santos CHDA, Valente J, Maia B, Pereira RS, Batista LM, Amorim FG, Fé-Gonçalves LM, Lacerda M, Almeida-Val F, Val AL. Amazon tropical fishes of commercial interest show human-cell contamination but no SARS-CoV-2 in a real-life scenario. PLoS One 2024; 19:e0306985. [PMID: 39008462 PMCID: PMC11249228 DOI: 10.1371/journal.pone.0306985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 06/26/2024] [Indexed: 07/17/2024] Open
Abstract
BACKGROUND Amazonas was one of the most impacted Brazilian states by the COVID-19 pandemic. Mortality rates were high, and the health systems collapsed. It is important to identify possible intermediate reservoirs to avoid animal-to-human contamination. Several tropical fish are of commercial interest and are sold in large open-air markets in the region, representing a large economic and dietary importance. OBJECTIVES This study aimed to verify if fish species of commercial importance, aerosols, and fish wastewater in local open-air markets, at a major capital city in the western Brazilian Amazon, are contaminated by SARS-CoV-2. METHODS 488 fish, 50 aerosol, and 45 wastewater samples were analyzed for the presence of SARS-CoV-2. The samples were subjected to extraction using the BIOGENE Viral DNA/RNA Extraction kit, and the molecular diagnosis was tested for SARS-CoV-2 using the Bio-Manguinhos SARS-CoV-2 (EDx) Molecular Kit. RESULTS It was not possible to detect the virus (Ct≤40, for Gene E) in these samples, however, in 181 samples of fish it was possible to detect the human RP gene (Ct≤35, for the RP Gene), indicating human contact. There was a high number of COVID-19 diagnoses in all city districts in which the samples were collected, showing that SARS-CoV-2 was circulating. CONCLUSION This study indicates that fish of local commercial importance do not carry SARS-CoV-2 viral particles, despite circulation of SARS-CoV-2, and are not an important source of animal-to-human contamination. Despite these results, the human RP gene was found detectable in fish, air, and fish wastewater, showing that such places may carry human pathogens.
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Affiliation(s)
- Carolina Sousa de Sá Leitão
- Laboratório de Ecofisiologia e Evolução Molecular, Instituto Nacional de Pesquisas da Amazônia, Laboratório de Ecofisiologia e Evolução Molecular, Manaus, Amazonas (AM), Brasil
| | - Carlos Henrique dos Anjos dos Santos
- Laboratório de Ecofisiologia e Evolução Molecular, Instituto Nacional de Pesquisas da Amazônia, Laboratório de Ecofisiologia e Evolução Molecular, Manaus, Amazonas (AM), Brasil
- Unidade Acadêmica de Serra Talhada, Universidade Federal Rural de Pernambuco, Serra Talhada, Pernambuco (PE), Brasil
| | | | - Bernardo Maia
- Universidade do Estado do Amazonas, Manaus, AM, Brasil
| | - Rogério Santos Pereira
- Laboratório de Ecofisiologia e Evolução Molecular, Instituto Nacional de Pesquisas da Amazônia, Laboratório de Ecofisiologia e Evolução Molecular, Manaus, Amazonas (AM), Brasil
| | - Larissa Matos Batista
- Laboratório de Ecofisiologia e Evolução Molecular, Instituto Nacional de Pesquisas da Amazônia, Laboratório de Ecofisiologia e Evolução Molecular, Manaus, Amazonas (AM), Brasil
| | - Felipe Guedes Amorim
- Laboratório de Ecofisiologia e Evolução Molecular, Instituto Nacional de Pesquisas da Amazônia, Laboratório de Ecofisiologia e Evolução Molecular, Manaus, Amazonas (AM), Brasil
| | | | - Marcus Lacerda
- Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, AM, Brasil
- Instituto Leonidas e Maria Deane, FIOCRUZ-AM, Manaus, AM, Brasil
| | - Fernando Almeida-Val
- Universidade do Estado do Amazonas, Manaus, AM, Brasil
- Fundação de Medicina Tropical Dr. Heitor Vieira Dourado, Manaus, AM, Brasil
| | - Adalberto Luis Val
- Laboratório de Ecofisiologia e Evolução Molecular, Instituto Nacional de Pesquisas da Amazônia, Laboratório de Ecofisiologia e Evolução Molecular, Manaus, Amazonas (AM), Brasil
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23
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Julian TR, Boehm AB. Advances in Wastewater-Based Epidemiology in the ES&T Family of Journals. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:11865-11868. [PMID: 38885441 DOI: 10.1021/acs.est.4c04913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Affiliation(s)
- Timothy R Julian
- Eawag, Swiss Federal Institute of Aquatic Science and Technology, 8600 Duebendorf, Switzerland
| | - Alexandria B Boehm
- Department of Civil & Environmental Engineering, Stanford University, Stanford, California 94305, United States
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24
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Sudarsan JS, Dogra K, Kumar R, Raval NP, Leifels M, Mukherjee S, Trivedi MH, Jain MS, Zang J, Barceló D, Mahlknecht J, Kumar M. Tricks and tracks of prevalence, occurrences, treatment technologies, and challenges of mixtures of emerging contaminants in the environment: With special emphasis on microplastic. JOURNAL OF CONTAMINANT HYDROLOGY 2024; 265:104389. [PMID: 38941876 DOI: 10.1016/j.jconhyd.2024.104389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 06/06/2024] [Accepted: 06/21/2024] [Indexed: 06/30/2024]
Abstract
This paper aims to emphasize the occurrence of various emerging contaminant (EC) mixtures in natural ecosystems and highlights the primary concern arising from the unregulated release into soil and water, along with their impacts on human health. Emerging contaminant mixtures, including pharmaceuticals, personal care products, dioxins, polychlorinated biphenyls, pesticides, antibiotics, biocides, surfactants, phthalates, enteric viruses, and microplastics (MPs), are considered toxic contaminants with grave implications. MPs play a crucial role in transporting pollutants to aquatic and terrestrial ecosystems as they interact with the various components of the soil and water environments. This review summarizes that major emerging contaminants (ECs), like trimethoprim, diclofenac, sulfamethoxazole, and 17α-Ethinylestradiol, pose serious threats to public health and contribute to antimicrobial resistance. In addressing human health concerns and remediation techniques, this review critically evaluates conventional methods for removing ECs from complex matrices. The diverse physiochemical properties of surrounding environments facilitate the partitioning of ECs into sediments and other organic phases, resulting in carcinogenic, teratogenic, and estrogenic effects through active catalytic interactions and mechanisms mediated by aryl hydrocarbon receptors. The proactive toxicity of ECs mixture complexation and, in part, the yet-to-be-identified environmental mixtures of ECs represent a blind spot in current literature, necessitating conceptual frameworks for assessing the toxicity and risks with individual components and mixtures. Lastly, this review concludes with an in-depth exploration of future scopes, knowledge gaps, and challenges, emphasizing the need for a concerted effort in managing ECs and other organic pollutants.
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Affiliation(s)
- Jayaraman Sethuraman Sudarsan
- School of Energy and Environment, NICMAR (National Institute of Construction Management and Research) University, Pune 411045, India
| | - Kanika Dogra
- School of Advanced Engineering, UPES, Dehradun, Uttarakhand 248007, India
| | - Rakesh Kumar
- Department of Biosystems Engineering, Auburn University, Auburn, AL 36849, USA
| | - Nirav P Raval
- Department of Environmental Science and Engineering, School of Engineering and Sciences, SRM University-AP, Andhra Pradesh 522 240, India
| | - Mats Leifels
- Division Water Quality and Health, Karl Landsteiner University for Health Sciences, Dr.-Karl-Dorrek-Strasse 30, 3500 Krems an der Donau, Austria
| | - Santanu Mukherjee
- School of Agriculture, Shoolini University of Biotechnology and Management Sciences, Solan 173229, India.
| | - Mrugesh H Trivedi
- Department of Earth and Environmental Science, KSKV Kachchh University, Bhuj-Kachchh, Gujarat 370001, India
| | - Mayur Shirish Jain
- Department of Civil Engineering, Indian Institute of Technology Indore, Simrol, 453552, India
| | - Jian Zang
- School of Civil Engineering, Chongqing University, Chongqing, China
| | - Damià Barceló
- School of Advanced Engineering, UPES, Dehradun, Uttarakhand 248007, India; Chemistry and Physics Department, University of Almeria, Ctra Sacramento s/n, 04120, Almería, Spain
| | - Jürgen Mahlknecht
- Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterey, Monterrey, Nuevo Leon 64849, Mexico
| | - Manish Kumar
- School of Advanced Engineering, UPES, Dehradun, Uttarakhand 248007, India; Escuela de Ingeniería y Ciencias, Tecnologico de Monterrey, Campus Monterey, Monterrey, Nuevo Leon 64849, Mexico.
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25
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Subroyen S, Pillay L, Bux F, Kumari S. Evaluating storage conditions and enhancement strategies on viral biomarker recovery for WBE applications. WATER SCIENCE AND TECHNOLOGY : A JOURNAL OF THE INTERNATIONAL ASSOCIATION ON WATER POLLUTION RESEARCH 2024; 90:213-224. [PMID: 39007315 DOI: 10.2166/wst.2024.203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 05/31/2024] [Indexed: 07/16/2024]
Abstract
Wastewater-based epidemiology (WBE) is a valuable disease surveillance tool. However, little is known on how factors such as transportation, storage, and wastewater characteristics influence the accuracy of the quantification methods. Hence, this study investigated the impact of storage temperatures and physicochemical characteristics of wastewater on SARS-CoV-2 and influenza A stability using droplet digital PCR. Additionally, strategies to enhance viral recovery were explored. Municipal influent wastewater stored between ±25 and -80 °C was assessed for a period of 84 days to determine viral degradation. Degradation up to 94.1% of influenza A and SARS-CoV-2 was observed in all samples with the highest at ±25 °C. Viral degradation was correlated to the changes in wastewater physicochemical characteristics. The low degradation observed of SARS-CoV-2 in the spiked pellets were indicative of viral adhesion to wastewater solids, which correlated with changes in pH. Ultrasonication frequencies ranging from 4 to 16 kHz, increased SARS-CoV-2 concentrations in the supernatant between 3.30 and 35.65%, indicating viral RNA attachment to wastewater solids. These results highlight the importance of additional pretreatment methods for maximizing RNA recovery from wastewater samples. Based on these findings, it was deduced that wastewater preservation studies are essential, and pretreatment should be included in the WBE methodology.
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Affiliation(s)
- Sueyanka Subroyen
- Institute for Water and Wastewater Technology, Durban University of Technology, P.O. Box 1334, Durban 4000, South Africa
| | - Leanne Pillay
- Institute for Water and Wastewater Technology, Durban University of Technology, P.O. Box 1334, Durban 4000, South Africa
| | - Faizal Bux
- Institute for Water and Wastewater Technology, Durban University of Technology, P.O. Box 1334, Durban 4000, South Africa
| | - Sheena Kumari
- Institute for Water and Wastewater Technology, Durban University of Technology, P.O. Box 1334, Durban 4000, South Africa E-mail:
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26
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D'Aoust PM, Hegazy N, Ramsay NT, Yang MI, Dhiyebi HA, Edwards E, Servos MR, Ybazeta G, Habash M, Goodridge L, Poon A, Arts E, Brown RS, Payne SJ, Kirkwood A, Simmons D, Desaulniers JP, Ormeci B, Kyle C, Bulir D, Charles T, McKay RM, Gilbride K, Oswald C, Peng H, Pileggi V, Wang ML, Tong A, Orellano D, DeGroot CT, Delatolla R. SARS-CoV-2 viral titer measurements in Ontario, Canada wastewaters throughout the COVID-19 pandemic. Sci Data 2024; 11:656. [PMID: 38906875 PMCID: PMC11192951 DOI: 10.1038/s41597-024-03414-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 05/23/2024] [Indexed: 06/23/2024] Open
Abstract
During the COVID-19 pandemic, the Province of Ontario, Canada, launched a wastewater surveillance program to monitor SARS-CoV-2, inspired by the early work and successful forecasts of COVID-19 waves in the city of Ottawa, Ontario. This manuscript presents a dataset from January 1, 2021, to March 31, 2023, with RT-qPCR results for SARS-CoV-2 genes and PMMoV from 107 sites across all 34 public health units in Ontario, covering 72% of the province's and 26.2% of Canada's population. Sampling occurred 2-7 times weekly, including geographical coordinates, serviced populations, physico-chemical water characteristics, and flowrates. In doing so, this manuscript ensures data availability and metadata preservation to support future research and epidemic preparedness through detailed analyses and modeling. The dataset has been crucial for public health in tracking disease locally, especially with the rise of the Omicron variant and the decline in clinical testing, highlighting wastewater-based surveillance's role in estimating disease incidence in Ontario.
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Affiliation(s)
| | | | | | | | | | | | | | - Gustavo Ybazeta
- Health Sciences North Research Institute, Sudbury, ON, Canada
| | | | | | - Art Poon
- Western University, London, ON, Canada
| | - Eric Arts
- Western University, London, ON, Canada
| | | | | | | | | | | | | | | | | | | | | | | | - Claire Oswald
- Toronto Metropolitan University, Toronto, ON, Canada
| | - Hui Peng
- University of Toronto, Toronto, ON, Canada
| | - Vince Pileggi
- Ontario Ministry of the Environment, Conservation and Parks, Toronto, ON, Canada
| | - Menglu L Wang
- Toronto Metropolitan University, Toronto, ON, Canada
| | - Arthur Tong
- Toronto Metropolitan University, Toronto, ON, Canada
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27
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Fondriest M, Vaccari L, Aldrovandi F, De Lellis L, Ferretti F, Fiorentino C, Mari E, Mascolo MG, Minelli L, Perlangeli V, Bortone G, Pandolfi P, Colacci A, Ranzi A. Wastewater-Based Epidemiology for SARS-CoV-2 in Northern Italy: A Spatiotemporal Model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:741. [PMID: 38928987 PMCID: PMC11203876 DOI: 10.3390/ijerph21060741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 05/23/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024]
Abstract
The study investigated the application of Wastewater-Based Epidemiology (WBE) as a tool for monitoring the SARS-CoV-2 prevalence in a city in northern Italy from October 2021 to May 2023. Based on a previously used deterministic model, this study proposed a variation to account for the population characteristics and virus biodegradation in the sewer network. The model calculated virus loads and corresponding COVID-19 cases over time in different areas of the city and was validated using healthcare data while considering viral mutations, vaccinations, and testing variability. The correlation between the predicted and reported cases was high across the three waves that occurred during the period considered, demonstrating the ability of the model to predict the relevant fluctuations in the number of cases. The population characteristics did not substantially influence the predicted and reported infection rates. Conversely, biodegradation significantly reduced the virus load reaching the wastewater treatment plant, resulting in a 30% reduction in the total virus load produced in the study area. This approach can be applied to compare the virus load values across cities with different population demographics and sewer network structures, improving the comparability of the WBE data for effective surveillance and intervention strategies.
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Affiliation(s)
- Matilde Fondriest
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
| | - Lorenzo Vaccari
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
| | - Federico Aldrovandi
- Alma Mater Institute on Healthy Planet, Department of Biological, Geological and Environmental Sciences, University of Bologna, 40138 Bologna, Italy;
| | | | - Filippo Ferretti
- Local Health Authority of Bologna, Department of Public Health, 40124 Bologna, Italy; (F.F.); (C.F.); (V.P.); (P.P.)
| | - Carmine Fiorentino
- Local Health Authority of Bologna, Department of Public Health, 40124 Bologna, Italy; (F.F.); (C.F.); (V.P.); (P.P.)
| | - Erica Mari
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
- Local Health Authority of Bologna, Department of Public Health, 40124 Bologna, Italy; (F.F.); (C.F.); (V.P.); (P.P.)
| | - Maria Grazia Mascolo
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
| | | | - Vincenza Perlangeli
- Local Health Authority of Bologna, Department of Public Health, 40124 Bologna, Italy; (F.F.); (C.F.); (V.P.); (P.P.)
| | - Giuseppe Bortone
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
| | - Paolo Pandolfi
- Local Health Authority of Bologna, Department of Public Health, 40124 Bologna, Italy; (F.F.); (C.F.); (V.P.); (P.P.)
| | - Annamaria Colacci
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
| | - Andrea Ranzi
- Regional Agency for Prevention, Environment and Energy of Emilia-Romagna, 40139 Bologna, Italy; (L.V.); (E.M.); (M.G.M.); (G.B.); (A.C.); (A.R.)
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Pasha ABT, Kotlarz N, Holcomb D, Reckling S, Kays J, Bailey E, Guidry V, Christensen A, Berkowitz S, Engel LS, de Los Reyes F, Harris A. Monitoring SARS-CoV-2 RNA in wastewater from a shared septic system and sub-sewershed sites to expand COVID-19 disease surveillance. JOURNAL OF WATER AND HEALTH 2024; 22:978-992. [PMID: 38935450 DOI: 10.2166/wh.2024.303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 02/21/2024] [Indexed: 06/29/2024]
Abstract
Wastewater-based epidemiology has expanded as a tool for collecting COVID-19 surveillance data, but there is limited information on the feasibility of this form of surveillance within decentralized wastewater systems (e.g., septic systems). This study assessed SARS-CoV-2 RNA concentrations in wastewater samples from a septic system servicing a mobile home park (66 households) and from two pumping stations serving a similarly sized (71 households) and a larger (1,000 households) neighborhood within a nearby sewershed over 35 weeks in 2020. Also, raw wastewater from a hospital in the same sewershed was sampled. The mobile home park samples had the highest detection frequency (39/39 days) and mean concentration of SARS-CoV-2 RNA (2.7 × 107 gene copies/person/day for the N1) among the four sampling sites. N1 gene and N2 gene copies were highly correlated across mobile home park samples (Pearson's r = 0.93, p < 0.0001). In the larger neighborhood, new COVID-19 cases were reported every week during the sampling period; however, we detected SARS-CoV-2 RNA in 12% of the corresponding wastewater samples. The results of this study suggest that sampling from decentralized wastewater infrastructure can be used for continuous monitoring of SARS-CoV-2 infections.
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Affiliation(s)
- A B Tanvir Pasha
- Department of Civil, Construction and Environmental Engineering, North Carolina State University (NC State), 915 Partners Way, Raleigh, NC 27606, USA
| | - Nadine Kotlarz
- Center for Human Health and the Environment, NC State, Raleigh, NC, USA
| | - David Holcomb
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Stacie Reckling
- Division of Public Health, North Carolina Department of Health and Human Services, Raleigh, NC, USA
| | - Judith Kays
- Department of Civil, Construction and Environmental Engineering, North Carolina State University (NC State), 915 Partners Way, Raleigh, NC 27606, USA
| | | | - Virginia Guidry
- Division of Public Health, North Carolina Department of Health and Human Services, Raleigh, NC, USA
| | - Ariel Christensen
- Division of Public Health, North Carolina Department of Health and Human Services, Raleigh, NC, USA
| | - Steven Berkowitz
- Division of Public Health, North Carolina Department of Health and Human Services, Raleigh, NC, USA
| | - Lawrence S Engel
- Department of Epidemiology, University of North Carolina, Chapel Hill, NC, USA
| | - Francis de Los Reyes
- Department of Civil, Construction and Environmental Engineering, North Carolina State University (NC State), 915 Partners Way, Raleigh, NC 27606, USA
| | - Angela Harris
- Department of Civil, Construction and Environmental Engineering, North Carolina State University (NC State), 915 Partners Way, Raleigh, NC 27606, USA E-mail:
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Starke JC, Bell NS, Martinez CM, Friberg IK, Lawley C, Sriskantharajah V, Hirschberg DL. Measuring SARS-CoV-2 RNA concentrations in neighborhood wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 926:172021. [PMID: 38552966 DOI: 10.1016/j.scitotenv.2024.172021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Revised: 03/22/2024] [Accepted: 03/25/2024] [Indexed: 04/05/2024]
Abstract
Longitudinal wastewater sampling during the COVID-19 pandemic was an important aspect of disease surveillance, adding to a more complete understanding of infection dynamics and providing important data for community public health monitoring and intervention planning. This was largely accomplished by testing SARS-CoV-2 RNA concentrations in samples from municipal wastewater treatment plants (WWTPs). We evaluated the utility of testing for virus levels upstream from WWTP within the residential neighborhoods that feed into the WWTP. We propose that monitoring virus dynamics across residential neighborhoods could reveal important public health-relevant information about community sub-group heterogeneity in virus concentrations. PRINCIPAL RESULTS: Virus concentration patterns display heterogeneity within neighborhoods and between neighborhoods over time. Sewage SARS-CoV-2 RNA concentrations as measured by RT-qPCR also corresponded closely to verified COVID-19 infection counts within individual neighborhoods. More importantly, our data suggest the loss of disease-relevant public health information when sampling occurs only at the level of WWTP instead of upstream in neighborhoods. Spikes in SARS-CoV-2 RNA concentrations in neighborhoods are often masked by dilution from other neighborhoods in the WWTP samples. MAJOR CONCLUSIONS: Wastewater-based epidemiology (WBE) employed at WWTP reliably detects SARS-CoV-2 in a city-sized population but provides less actionable public health information about neighborhoods experiencing greater viral infection and disease. Neighborhood sewershed sampling reveals important population-based information about local virus dynamics and improves opportunities for public health intervention. Longitudinally employed, neighborhood sewershed surveillance may provide a 3-6 day early warning of SARS-CoV-2 infection spikes and, importantly, highly specific information on subpopulations in a community particularly at higher risk at different points in time. Sampling in neighborhoods may thus provide timely and cost-saving information for targeted interventions within communities.
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Affiliation(s)
| | - Nicole S Bell
- RAIN Incubator, Tacoma, WA, USA; Squally Creek, LLC, Tacoma, WA, USA
| | - Chloe Mae Martinez
- RAIN Incubator, Tacoma, WA, USA; University of Washington-Tacoma, Tacoma, WA, USA
| | | | | | | | - David L Hirschberg
- RAIN Incubator, Tacoma, WA, USA; School of Engineering and Technology, University of Washington-Tacoma, Tacoma, WA, USA
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Islam G, Gedge A, Ibrahim R, de Melo T, Lara-Jacobo L, Dlugosz T, Kirkwood AE, Simmons D, Desaulniers JP. The role of catchment population size, data normalization, and chronology of public health interventions on wastewater-based COVID-19 viral trends. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 937:173272. [PMID: 38763190 DOI: 10.1016/j.scitotenv.2024.173272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 04/28/2024] [Accepted: 05/13/2024] [Indexed: 05/21/2024]
Abstract
The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) pandemic presented the most challenging global crisis in recent times. A pandemic caused by a novel pathogen such as SARS-CoV-2 necessitated the development of innovative techniques for the monitoring and surveillance of COVID-19 infections within communities. Wastewater surveillance (WWS) is recognized as a non-invasive, cost-effective, and valuable epidemiological tool to monitor the prevalence of COVID-19 infections in communities. Seven municipal wastewater sampling sites representing distinct sewershed communities were selected for the surveillance of the SARS-CoV-2 virus in Durham Region, Ontario, Canada over 8 months from March 2021 to October 2021. Viral RNA fragments of SARS-CoV-2 and the normalization target pepper mild mottle virus (PMMoV) were concentrated from wastewater influent using the PEG/NaCl superspeed centrifugation method and quantified using RT-qPCR. Strong significant correlations (Spearman's rs = 0.749 to 0.862, P < 0.001) were observed between SARS-CoV-2 gene copies/mL of wastewater and clinical cases reported in each delineated sewershed by onset date. Although raw wastewater offered higher correlation coefficients with clinical cases by onset date compared to PMMoV normalized data, only one site had a statistically significantly higher Spearman's correlation coefficient value for raw data than normalized data. Implementation of community stay-at-home orders and vaccinations over the course of the study period in 2021 were found to strongly correspond to decreasing SARS-CoV-2 wastewater trends in the wastewater treatment plants and upstream pumping stations.
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Affiliation(s)
- Golam Islam
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada.
| | - Ashley Gedge
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Reeta Ibrahim
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Tomas de Melo
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Linda Lara-Jacobo
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Thomas Dlugosz
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Andrea E Kirkwood
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Denina Simmons
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
| | - Jean-Paul Desaulniers
- Faculty of Science, Ontario Tech University, 2000 Simcoe St N, Oshawa, ON L1G 0C5, Canada
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Tang MHE, Bennedbaek M, Gunalan V, Qvesel AG, Thorsen TH, Larsen NB, Rasmussen LD, Krogsgaard LW, Rasmussen M, Stegger M, Alexandersen S. Variations in the persistence of 5'-end genomic and subgenomic SARS-CoV-2 RNAs in wastewater from aircraft, airports and wastewater treatment plants. Heliyon 2024; 10:e29703. [PMID: 38694057 PMCID: PMC11061675 DOI: 10.1016/j.heliyon.2024.e29703] [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: 10/25/2023] [Revised: 04/08/2024] [Accepted: 04/14/2024] [Indexed: 05/03/2024] Open
Abstract
Wastewater sequencing has become a powerful supplement to clinical testing in monitoring SARS-CoV-2 infections in the post-COVID-19 pandemic era. While its applications in measuring the viral burden and main circulating lineages in the community have proved their efficacy, the variations in sequencing quality and coverage across the different regions of the SARS-CoV-2 genome are not well understood. Furthermore, it is unclear how different sample origins, viral extraction and concentration methods and environmental factors impact the reads sequenced from wastewater. Using high-coverage, amplicon-based, paired-end read sequencing of viral RNA extracted from wastewater collected directly from aircraft, pooled from different aircraft and airport buildings or from regular wastewater plants, we assessed the genome coverage across the sample groups with a focus on the 5'-end region covering the leader sequence and investigated whether it was possible to detect subgenomic RNA from viral material recovered from wastewater. We identified distinct patterns in the persistence of the different genomic regions across the different types of wastewaters and the existence of chimeric reads mapping to non-amplified regions. Our findings suggest that preservation of the 5'-end of the genome and the ability to detect subgenomic RNA reads, though highly susceptible to environment and sample processing conditions, may be indicative of the quality and amount of the viral RNA present in wastewater.
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Affiliation(s)
- Man-Hung Eric Tang
- Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark
| | - Marc Bennedbaek
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Vithiagaran Gunalan
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Amanda Gammelby Qvesel
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Theis Hass Thorsen
- Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark
| | | | - Lasse Dam Rasmussen
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Lene Wulff Krogsgaard
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Copenhagen, Denmark
| | - Morten Rasmussen
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Copenhagen, Denmark
| | - Marc Stegger
- Department of Bacteria, Parasites and Fungi, Statens Serum Institut, Copenhagen, Denmark
- Antimicrobial Resistance and Infectious Diseases Laboratory, Harry Butler Institute, Murdoch University, Perth, Western Australia, Australia
| | - Soren Alexandersen
- Division of Diagnostic Preparedness, Statens Serum Institut, Copenhagen, Denmark
- Department of Animal and Veterinary Sciences, Aarhus University, Tjele, Denmark
- Deakin University, School of Medicine, Waurn Ponds, Geelong, Australia
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Cárdenas-Calle M, Patiño L, Pernia B, Erazo R, Muñoz C, Valencia-Avellan M, Lozada M, Regato-Arrata M, Barrera M, Aquino S, Fuentes S, Duque J, Velázquez-Araque L, Carpio B, Méndez-Roman C, Calle C, Cárdenas G, Guizado-Herrera D, Tello CL, Bravo-Basantes V, Francis J, Uyaguari M. Detection of thermotolerant coliforms and SARS-CoV-2 RNA in sewage and recreational waters in the Ecuadorian coast: A call for improving water quality regulation. PLoS One 2024; 19:e0302000. [PMID: 38709720 PMCID: PMC11073733 DOI: 10.1371/journal.pone.0302000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 03/26/2024] [Indexed: 05/08/2024] Open
Abstract
Wastewater surveillance represents an alternative approach to regulating contamination and the early detection of infectious agents and outbreaks of diseases of public health importance. This study evaluated domestic wastewater effects on recreational waters in estuarine and seawater bodies in Guayas and Santa Elena provinces in Ecuador, South America. Fecal indicator bacteria (thermotolerant coliforms) served as key indicators for evaluation. Physical, chemical, and microbiological quality markers following the Ecuadorian environmental quality standard and the discharge of effluents to the water resource were analyzed. Samples were collected from 44 coastal sites and 2 oxidation lagoons during the dry and rainy seasons of 2020 and 2021, respectively. SARS-CoV-2 RNA was detected in samples with higher E. coli concentrations using reverse transcription quantitative PCR to detect the genes N and ORF1ab. All samples analyzed for SARS-CoV-2 showed Ct ˂ 40 for at least one gene. Four samples showed at least 20 genome copies of gene N per reaction. These were at an artisanal fishing port, an estuarine area (Palmar), a recreational bay, and an oxidation lagoon. A moderate correlation was found between SARS-CoV-2 RNA, thermotolerant coliform and E. coli (p-value ≤ 0.0037), and a strong and positive correlation between thermotolerant coliform and E. coli. (p-value ≤ 0.00001), highlighting the utility of these established parameters as a proxy of the virus. Significant differences were found in the concentrations of thermotolerant coliforms between seasons (p-value = 0.016) and sites (p-value = 0.005). The highest levels of coliforms were found in the dry season (63000 MPN/100 mL) in Anconcito and during the rainy season (14000 MPN/100 mL) at Esterillo in Playas County. It is recommended that the decentralized autonomous governments of the surveyed provinces in Ecuador implement urgent corrective actions and establish medium-term mechanisms to minimize a potential contamination route. Additional parameters must be included in the monitoring, such as Enterococcus and intestinal parasites, due to their public health implications. In the oxidation lagoons, maintenance actions must be carried out, including the dissolution of sediments, an increase in water retention times, and in situ treatment of the sludge, to improve the system's performance.
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Affiliation(s)
- Maritza Cárdenas-Calle
- Interinstitutional Network for the Study of Aquatic Ecosystems of Ecuador, Guayaquil, Guayas, Ecuador
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
| | - Leandro Patiño
- Interinstitutional Network for the Study of Aquatic Ecosystems of Ecuador, Guayaquil, Guayas, Ecuador
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- National Institute for Public Health Research–INSPI- Dr. Leopoldo Izquieta Pérez, Technical Direction of Research, Development and Innovation, Guayaquil, Guayas, Ecuador
| | - Beatriz Pernia
- Interinstitutional Network for the Study of Aquatic Ecosystems of Ecuador, Guayaquil, Guayas, Ecuador
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- Faculty of Natural Sciences, Natural Resources Research Institute, University of Guayaquil, Guayaquil, Guayas, Ecuador
| | - Roberto Erazo
- Interinstitutional Network for the Study of Aquatic Ecosystems of Ecuador, Guayaquil, Guayas, Ecuador
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- Labcestta, Guayaquil, Guayas, Ecuador
| | - Carlos Muñoz
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
| | - Magaly Valencia-Avellan
- Interinstitutional Network for the Study of Aquatic Ecosystems of Ecuador, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- Facultad del Mar y Medio Ambiente, Universidad del Pacífico, Guayaquil, Guayas, Ecuador
| | - Mariana Lozada
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- Environmental Microbiology Laboratory, Institute of Biology of Marine Organisms, CONICET, Puerto Madryn, Chubut, Argentina
| | - Mary Regato-Arrata
- National Institute for Public Health Research–INSPI- Dr. Leopoldo Izquieta Pérez, National Reference Center for Exanthematous, Gastroenteric and Vector-borne Viruses, Guayaquil, Guayas, Ecuador
| | - Miguel Barrera
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
| | - Segundo Aquino
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
| | - Stefania Fuentes
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
| | - Javier Duque
- Interinstitutional Network for the Study of Aquatic Ecosystems of Ecuador, Guayaquil, Guayas, Ecuador
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
| | - Luis Velázquez-Araque
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
| | - Bertha Carpio
- Dirección del Medio Ambiente, Gobierno Provincial de Santa Elena, Santa Elena, Ecuador
| | - Carlos Méndez-Roman
- Área Nacional de Recreación Playas Villamil, Ministerio de Ambiente Agua y Transición Ecológica, Playas, Ecuador
| | - Carlos Calle
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
| | - Guillermo Cárdenas
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
| | - David Guizado-Herrera
- Faculty of Chemical Engineering, University of Guayaquil, Guayaquil, Guayas, Ecuador
- National Institute for Public Health Research–INSPI- Dr. Leopoldo Izquieta Pérez, Technical Direction of Research, Development and Innovation, Guayaquil, Guayas, Ecuador
| | - Clara Lucía Tello
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- National Institute for Public Health Research–INSPI- Dr. Leopoldo Izquieta Pérez, Technical Direction of Research, Development and Innovation, Guayaquil, Guayas, Ecuador
| | | | - Jhannelle Francis
- Department of Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Miguel Uyaguari
- Ambiente Sociedad & Empresa Research Group, University of Guayaquil, Guayaquil, Guayas, Ecuador
- Fundación Bioelit, Guayaquil, Guayas, Ecuador
- Department of Microbiology, University of Manitoba, Winnipeg, Manitoba, Canada
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Zhang M, Leong MW, Mitch WA, Blish CA, Boehm A. Persistence and free chlorine disinfection of human coronaviruses and their surrogates in water. Appl Environ Microbiol 2024; 90:e0005524. [PMID: 38511945 PMCID: PMC11022552 DOI: 10.1128/aem.00055-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 02/28/2024] [Indexed: 03/22/2024] Open
Abstract
The coronavirus disease 2019 pandemic illustrates the importance of understanding the behavior and control of human pathogenic viruses in the environment. Exposure via water (drinking, bathing, and recreation) is a known route of transmission of viruses to humans, but the literature is relatively void of studies on the persistence of many viruses, especially coronaviruses, in water and their susceptibility to chlorine disinfection. To fill that knowledge gap, we evaluated the persistence and free chlorine disinfection of human coronavirus OC43 (HCoV-OC43) and its surrogates, murine hepatitis virus (MHV) and porcine transmissible gastroenteritis virus (TGEV), in drinking water and laboratory buffer using cell culture methods. The decay rate constants of human coronavirus and its surrogates in water varied, depending on virus and water matrix. In drinking water without disinfectant addition, MHV showed the largest decay rate constant (estimate ± standard error, 2.25 ± 0.09 day-1) followed by HCoV-OC43 (0.99 ± 0.12 day-1) and TGEV (0.65 ± 0.06 day-1), while in phosphate buffer without disinfectant addition, HCoV-OC43 (0.51 ± 0.10 day-1) had a larger decay rate constant than MHV (0.28 ± 0.03 day-1) and TGEV (0.24 ± 0.02 day-1). Upon free chlorine disinfection, the inactivation rates of coronaviruses were independent of free chlorine concentration and were not affected by water matrix, though they still varied between viruses. TGEV showed the highest susceptibility to free chlorine disinfection with the inactivation rate constant of 113.50 ± 7.50 mg-1 min-1 L, followed by MHV (81.33 ± 4.90 mg-1 min-1 L) and HCoV-OC43 (59.42 ± 4.41 mg-1 min-1 L). IMPORTANCE This study addresses an important knowledge gap on enveloped virus persistence and disinfection in water. Results have immediate practical applications for shaping evidence-based water policies, particularly in the development of disinfection strategies for pathogenic virus control.
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Affiliation(s)
- Mengyang Zhang
- Department of Civil and Environmental Engineering, School of Engineering and Doerr School of Sustainability, Stanford University, Stanford, California, USA
| | - Michelle Wei Leong
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - William A. Mitch
- Department of Civil and Environmental Engineering, School of Engineering and Doerr School of Sustainability, Stanford University, Stanford, California, USA
| | - Catherine A. Blish
- Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
| | - Alexandria Boehm
- Department of Civil and Environmental Engineering, School of Engineering and Doerr School of Sustainability, Stanford University, Stanford, California, USA
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Carine MR, Pagilla KR. A mass balance approach for quantifying the role of natural decay and fate mechanisms on SARS-CoV-2 genetic marker removal during water reclamation. WATER ENVIRONMENT RESEARCH : A RESEARCH PUBLICATION OF THE WATER ENVIRONMENT FEDERATION 2024; 96:e11015. [PMID: 38599573 DOI: 10.1002/wer.11015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 02/06/2024] [Accepted: 02/28/2024] [Indexed: 04/12/2024]
Abstract
The recent SARS-CoV-2 outbreak yielded substantial data regarding virus fate and prevalence at water reclamation facilities (WRFs), identifying influential factors as natural decay, adsorption, light, pH, salinity, and antagonistic microorganisms. However, no studies have quantified the impact of these factors in full scale WRFs. Utilizing a mass balance approach, we assessed the impact of natural decay and other fate mechanisms on genetic marker removal during water reclamation, through the use of sludge and wastewater genetic marker loading estimates. Results indicated negligible removal of genetic markers during P/PT (primary effluent (PE) p value: 0.267; preliminary and primary treatment (P/PT) accumulation p value: 0.904; and thickened primary sludge (TPS) p value: 0.076) indicating no contribution of natural decay and other fate mechanisms toward removal in P/PT. Comparably, adsorption and decomposition was found to be the dominant pathway for genetic marker removal (thickened waste activated sludge (TWAS) log loading 9.75 log10 GC/day); however, no estimation of log genetic marker accumulation could be carried out due to high detections in TWAS. PRACTITIONER POINTS: The mass balance approach suggested that the contribution of natural decay and other fate mechanisms to virus removal during wastewater treatment are negligible compared with adsorption and decomposition in P/PT (p value: 0.904). During (P/PT), a higher viral load remained in the (PE) (14.16 log10 GC/day) compared with TPS (13.83 log10 GC/day); however, no statistical difference was observed (p value: 0.280) indicting that adsorption/decomposition most probably did not occur. In secondary treatment (ST), viral genetic markers in TWAS were consistently detected (13.41 log10 GC/day) compared with secondary effluent (SE), indicating that longer HRT and the potential presence of extracellular polymeric substance-containing enriched biomass enabled adsorption/decomposition. Estimations of total solids and volatile solids for TPS and TWAS indicated that adsorption affinity was different between solids sampling locations (p value: <0.0001).
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Affiliation(s)
- Madeline R Carine
- Department of Civil and Environmental Engineering, University of Nevada, Reno, Nevada, USA
| | - Krishna R Pagilla
- Department of Civil and Environmental Engineering, University of Nevada, Reno, Nevada, USA
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Krogsgaard LW, Benedetti G, Gudde A, Richter SR, Rasmussen LD, Midgley SE, Qvesel AG, Nauta M, Bahrenscheer NS, von Kappelgaard L, McManus O, Hansen NC, Pedersen JB, Haimes D, Gamst J, Nørgaard LS, Jørgensen ACU, Ejegod DM, Møller SS, Clauson-Kaas J, Knudsen IM, Franck KT, Ethelberg S. Results from the SARS-CoV-2 wastewater-based surveillance system in Denmark, July 2021 to June 2022. WATER RESEARCH 2024; 252:121223. [PMID: 38310802 DOI: 10.1016/j.watres.2024.121223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 11/01/2023] [Accepted: 01/28/2024] [Indexed: 02/06/2024]
Abstract
The microbiological analysis of wastewater samples is increasingly used for the surveillance of SARS-CoV-2 globally. We described the setup process of the national SARS-CoV-2 wastewater-based surveillance system in Denmark, presented its main results during the first year of activities, from July 2021 to June 2022, and discussed their operational significance. The Danish SARS-CoV-2 wastewater-based surveillance system was designed to cover 85 % of the population in Denmark and it entailed taking three weekly samples from 230 sites. Samples were RT-qPCR tested for SARS-CoV-2 RNA, targeting the genetic markers N1, N2 and RdRp, and for two faecal indicators, Pepper Mild Mottle Virus and crAssphage. We calculated the weekly SARS-CoV-2 RNA concentration in the wastewater from each sampling site and monitored it in view of the results from individual testing, at the national and regional levels. We attempted to use wastewater results to identify potential local outbreaks, and we sequenced positive wastewater samples using Nanopore sequencing to monitor the circulation of viral variants in Denmark. The system reached its full implementation by October 2021 and covered up to 86.4 % of the Danish population. The system allowed for monitoring of the national and regional trends of SARS-CoV-2 infections in Denmark. However, the system contribution to the identification of potential local outbreaks was limited by the extensive information available from clinical testing. The sequencing of wastewater samples identified relevant variants of concern, in line with results from sequencing of human samples. Amidst the COVID-19 pandemic, Denmark implemented a nationwide SARS-CoV-2 wastewater-based surveillance system that integrated routine surveillance from individual testing. Today, while testing for COVID-19 at the community level has been discontinued, the system is on the frontline to monitor the occurrence and spread of SARS-CoV-2 in Denmark.
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Affiliation(s)
- Lene Wulff Krogsgaard
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Guido Benedetti
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark.
| | - Aina Gudde
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Stine Raith Richter
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Lasse Dam Rasmussen
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Sofie Elisabeth Midgley
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Amanda Gammelby Qvesel
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Maarten Nauta
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Naja Stolberg Bahrenscheer
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Lene von Kappelgaard
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Oliver McManus
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark; European Programme for Intervention Epidemiology Training (EPIET), European Centre for Disease Prevention and Control, Gustav III: s Boulevard 40, 16973 Solna, Sweden
| | - Nicco Claudio Hansen
- Test Centre Denmark, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Jan Bryla Pedersen
- Department of Finance, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Danny Haimes
- Danish Patient Safety Authority, Islands Brygge 67, 2300 Copenhagen, Denmark
| | - Jesper Gamst
- Eurofins Environment, Ladelundvej 85, 6600 Vejen, Denmark
| | | | | | | | | | - Jes Clauson-Kaas
- HOFOR - Greater Copenhagen Utility, Ørestads Boulevard 35, 2300 Copenhagen, Denmark
| | - Ida Marie Knudsen
- HOFOR - Greater Copenhagen Utility, Ørestads Boulevard 35, 2300 Copenhagen, Denmark
| | - Kristina Træholt Franck
- Department of Virus and Microbiological Special Diagnostics, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark
| | - Steen Ethelberg
- Department of Infectious Disease Epidemiology and Prevention, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark; Department of Public Health, Global Health Section, University of Copenhagen, Øster Farimagsgade 5, 1014 Copenhagen, Denmark
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Parkins MD, Lee BE, Acosta N, Bautista M, Hubert CRJ, Hrudey SE, Frankowski K, Pang XL. Wastewater-based surveillance as a tool for public health action: SARS-CoV-2 and beyond. Clin Microbiol Rev 2024; 37:e0010322. [PMID: 38095438 PMCID: PMC10938902 DOI: 10.1128/cmr.00103-22] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2024] Open
Abstract
Wastewater-based surveillance (WBS) has undergone dramatic advancement in the context of the coronavirus disease 2019 (COVID-19) pandemic. The power and potential of this platform technology were rapidly realized when it became evident that not only did WBS-measured SARS-CoV-2 RNA correlate strongly with COVID-19 clinical disease within monitored populations but also, in fact, it functioned as a leading indicator. Teams from across the globe rapidly innovated novel approaches by which wastewater could be collected from diverse sewersheds ranging from wastewater treatment plants (enabling community-level surveillance) to more granular locations including individual neighborhoods and high-risk buildings such as long-term care facilities (LTCF). Efficient processes enabled SARS-CoV-2 RNA extraction and concentration from the highly dilute wastewater matrix. Molecular and genomic tools to identify, quantify, and characterize SARS-CoV-2 and its various variants were adapted from clinical programs and applied to these mixed environmental systems. Novel data-sharing tools allowed this information to be mobilized and made immediately available to public health and government decision-makers and even the public, enabling evidence-informed decision-making based on local disease dynamics. WBS has since been recognized as a tool of transformative potential, providing near-real-time cost-effective, objective, comprehensive, and inclusive data on the changing prevalence of measured analytes across space and time in populations. However, as a consequence of rapid innovation from hundreds of teams simultaneously, tremendous heterogeneity currently exists in the SARS-CoV-2 WBS literature. This manuscript provides a state-of-the-art review of WBS as established with SARS-CoV-2 and details the current work underway expanding its scope to other infectious disease targets.
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Affiliation(s)
- Michael D. Parkins
- Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, Alberta, Canada
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- O’Brien Institute of Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Bonita E. Lee
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Nicole Acosta
- Department of Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Maria Bautista
- Department of Biological Sciences, Faculty of Science, University of Calgary, Calgary, Alberta, Canada
| | - Casey R. J. Hubert
- Department of Biological Sciences, Faculty of Science, University of Calgary, Calgary, Alberta, Canada
| | - Steve E. Hrudey
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Kevin Frankowski
- Advancing Canadian Water Assets, University of Calgary, Calgary, Alberta, Canada
| | - Xiao-Li Pang
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
- Provincial Health Laboratory, Alberta Health Services, Calgary, Alberta, Canada
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Lin N, Zhang B, Shi R, Gao Y, Wang Z, Ling Z, Tian Y. Decay pattern of SARS-CoV-2 RNA surface contamination in real residences. Sci Rep 2024; 14:6190. [PMID: 38486016 PMCID: PMC10940586 DOI: 10.1038/s41598-024-54445-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 02/13/2024] [Indexed: 03/18/2024] Open
Abstract
The COVID-19 pandemic has provided valuable lessons that deserve deep thought to prepare for the future. The decay pattern of surface contamination by SARS-CoV-2 RNA in the residences of COVID-19 patients is important but still unknown. We collected 2,233 surface samples from 21 categories of objects in 141 residences of COVID-19 patients in Shanghai when attacked by the omicron variant in spring 2022. Several characteristics of the patients and their residences were investigated to identify relevant associations. The decay of contamination was explored to determine the persistence. Approximately 8.7% of the surface samples were tested positive for SARS-CoV-2 RNA. The basin, water tap, and sewer inlet had the highest positive rates, all exceeding 20%. Only time was significantly associated with the level of surface contamination with SARS-CoV-2, showing a negative association. The decrease fit a first-order decay model with a decay rate of 0.77 ± 0.07 day-1, suggesting a 90% reduction in three days. Positive associations between the cumulative number of newly diagnosed patients in the same building and the positive rate of SARS-CoV-2 RNA in the public corridor were significant during the three days. Our results, in conjunction with the likely lower infectivity or viability, demonstrate that fomite transmission played a limited role in COVID-19 spread. The time determined SARS-CoV-2 RNA contamination, which was reduced by three days. This study is the first to show the decay patterns of SARS-CoV-2 contamination in real residential environments, providing insight into the patterns of transmission, as well as community-based prevention and control of similar threats.
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Affiliation(s)
- Nan Lin
- Department of Environmental Health, School of Public Health, Shanghai Jiao Tong University, 280 South Chongqing Rd, Shanghai, 200025, People's Republic of China
| | - Bo Zhang
- Huangpu Center for Disease Control and Prevention, 309 Xietu Rd, Shanghai, 200023, People's Republic of China
| | - Rong Shi
- Department of Environmental Health, School of Public Health, Shanghai Jiao Tong University, 280 South Chongqing Rd, Shanghai, 200025, People's Republic of China
| | - Yu Gao
- Department of Environmental Health, School of Public Health, Shanghai Jiao Tong University, 280 South Chongqing Rd, Shanghai, 200025, People's Republic of China
| | - Zixia Wang
- Department of Environmental Health, School of Public Health, Shanghai Jiao Tong University, 280 South Chongqing Rd, Shanghai, 200025, People's Republic of China
| | - Zhiyi Ling
- Huangpu Center for Disease Control and Prevention, 309 Xietu Rd, Shanghai, 200023, People's Republic of China.
| | - Ying Tian
- Department of Environmental Health, School of Public Health, Shanghai Jiao Tong University, 280 South Chongqing Rd, Shanghai, 200025, People's Republic of China.
- MOE-Shanghai Key Laboratory of Children's Environmental Health, Xin Hua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, 200092, People's Republic of China.
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Norese C, Nicosia E, Cortese K, Gentili V, Rizzo R, Rizzo S, Grasselli E, De Negri Atanasio G, Gagliani MC, Tiso M, Zinni M, Pulliero A, Izzotti A. SARS-CoV-2 presence in recreational seawater and evaluation of intestine permeability: experimental evidence of low impact on public health. Front Public Health 2024; 12:1326453. [PMID: 38500723 PMCID: PMC10944960 DOI: 10.3389/fpubh.2024.1326453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 02/13/2024] [Indexed: 03/20/2024] Open
Abstract
Introduction Coastal seawater pollution poses a public health risk due to the potential ingestion of contaminated water during recreational activities. Wastewater-based epidemiology has revealed the abundant presence of SARS-CoV-2 in seawater emitted from wastewater outlets. The objective of this research was to investigate the impact of seawater on SARS-CoV-2 infectivity to assess the safety of recreational activities in seawater. Methods Wild SARS-CoV-2 was collected from oral swabs of COVID-19 affected patients and incubated for up to 90 min using the following solutions: (a) standard physiological solution (control), (b) reconstructed seawater (3.5% NaCl), and (c) authentic seawater (3.8%). Samples were then exposed to two different host systems: (a) Vero E6 cells expressing the ACE2 SARS-CoV-2 receptor and (b) 3D multi-tissue organoids reconstructing the human intestine. The presence of intracellular virus inside the host systems was determined using plaque assay, quantitative real-time PCR (qPCR), and transmission electron microscopy. Results Ultrastructural examination of Vero E6 cells revealed the presence of virus particles at the cell surface and in replicative compartments inside cells treated with seawater and/or reconstituted water only for samples incubated up to 2 min. After a 90-min incubation, the presence of the virus and its infectivity in Vero E6 cells was reduced by 90%. Ultrastructural analysis performed in 3D epi-intestinal tissue did not reveal intact viral particles or infection signs, despite the presence of viral nucleic acid detected by qPCR. Indeed, viral genes (Orf1ab and N) were found in the intestinal luminal epithelium but not in the enteric capillaries. These findings suggest that the intestinal tissue is not a preferential entry site for SARS-CoV-2 in the human body. Additionally, the presence of hypertonic saline solution did not increase the susceptibility of the intestinal epithelium to virus penetration; rather, it neutralized its infectivity. Conclusion Our results indicate that engaging in recreational activities in a seawater environment does not pose a significant risk for COVID-19 infection, despite the possible presence of viral nucleic acid deriving from degraded and fragmented viruses.
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Affiliation(s)
- Clelia Norese
- DIMES, Department of Experimental Medicine, University of Genoa, Genoa, Italy
| | - Elena Nicosia
- Regione Liguria, Environmental Department, Ligurian Region, Genoa, Italy
| | - Katia Cortese
- DIMES, Department of Experimental Medicine, University of Genoa, Genoa, Italy
| | - Valentina Gentili
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Ferrara, Italy
| | - Roberta Rizzo
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Ferrara, Italy
- LTTA, Clinical Research Center, University of Ferrara, Ferrara, Italy
| | - Sabrina Rizzo
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Ferrara, Italy
| | - Elena Grasselli
- Department of Earth, Environmental, and Life Sciences (DISTAV), University of Genoa, Genoa, Italy
| | - Giulia De Negri Atanasio
- Department of Earth, Environmental, and Life Sciences (DISTAV), University of Genoa, Genoa, Italy
| | | | - Micaela Tiso
- MICAMO, Spin-Off Department of Earth Sciences, University of Genoa, Genoa, Italy
| | - Matteo Zinni
- MICAMO, Spin-Off Department of Earth Sciences, University of Genoa, Genoa, Italy
| | | | - Alberto Izzotti
- DIMES, Department of Experimental Medicine, University of Genoa, Genoa, Italy
- HSM, IRCCS Ospedale Policlinico San Martino, Genoa, Italy
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Dostálková A, Zdeňková K, Bartáčková J, Čermáková E, Kapisheva M, Lopez Marin MA, Kouba V, Sýkora P, Chmel M, Bartoš O, Dresler J, Demnerová K, Rumlová M, Bartáček J. Prevalence of SARS-CoV-2 variants in Prague wastewater determined by nanopore-based sequencing. CHEMOSPHERE 2024; 351:141162. [PMID: 38218235 DOI: 10.1016/j.chemosphere.2024.141162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 01/07/2024] [Accepted: 01/08/2024] [Indexed: 01/15/2024]
Abstract
The early detection of upcoming disease outbreaks is essential to avoid both health and economic damage. The last four years of COVID-19 pandemic have proven wastewater-based epidemiology is a reliable system for monitoring the spread of SARS-CoV-2, a causative agent of COVID-19, in an urban population. As this monitoring enables the identification of the prevalence of spreading variants of SARS-CoV-2, it could provide a critical tool in the fight against this viral disease. In this study, we evaluated the presence of variants and subvariants of SARS-CoV-2 in Prague wastewater using nanopore-based sequencing. During August 2021, the data clearly showed that the number of identified SARS-CoV-2 RNA copies increased in the wastewater earlier than in clinical samples indicating the upcoming wave of the Delta variant. New SARS-CoV-2 variants consistently prevailed in wastewater samples around a month after they already prevailed in clinical samples. We also analyzed wastewater samples from smaller sub-sewersheds of Prague and detected significant differences in SARS-CoV-2 lineage progression dynamics among individual localities studied, e.g., suggesting faster prevalence of new variants among the sites with highest population density and mobility.
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Affiliation(s)
- Alžběta Dostálková
- Department of Biotechnology, University of Chemistry and Technology Prague, Czech Republic; National Institute of Virology and Bacteriology, University of Chemistry and Technology Prague, Czech Republic
| | - Kamila Zdeňková
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czech Republic.
| | - Jana Bartáčková
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czech Republic
| | - Eliška Čermáková
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czech Republic
| | - Marina Kapisheva
- National Institute of Virology and Bacteriology, University of Chemistry and Technology Prague, Czech Republic
| | - Marco A Lopez Marin
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czech Republic
| | - Vojtěch Kouba
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czech Republic
| | - Petr Sýkora
- PVK a.s., Prague Water Supply and Sewerage Company, Czech Republic
| | - Martin Chmel
- Department of Infectious Diseases, First Faculty of Medicine, Charles University and Military University Hospital Prague, Prague, Czech Republic; Military Health Institute, Military Medical Agency, Czech Republic
| | - Oldřich Bartoš
- Military Health Institute, Military Medical Agency, Czech Republic
| | - Jiří Dresler
- Military Health Institute, Military Medical Agency, Czech Republic
| | - Kateřina Demnerová
- Department of Biochemistry and Microbiology, University of Chemistry and Technology Prague, Czech Republic
| | - Michaela Rumlová
- Department of Biotechnology, University of Chemistry and Technology Prague, Czech Republic; National Institute of Virology and Bacteriology, University of Chemistry and Technology Prague, Czech Republic
| | - Jan Bartáček
- Department of Water Technology and Environmental Engineering, University of Chemistry and Technology Prague, Czech Republic
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Tran DPH, You BC, Liu CW, Chen YN, Wang YF, Chung SN, Lee JJ, You SJ. Identifying spatiotemporal trends of SARS-CoV-2 RNA in wastewater: from the perspective of upstream and downstream wastewater-based epidemiology (WBE). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:11576-11590. [PMID: 38221556 DOI: 10.1007/s11356-023-31769-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 12/25/2023] [Indexed: 01/16/2024]
Abstract
Recently, many efforts have been made to address the rapid spread of newly identified COVID-19 virus variants. Wastewater-based epidemiology (WBE) is considered a potential early warning tool for identifying the rapid spread of this virus. This study investigated the occurrence of SARS-CoV-2 in eight wastewater treatment plants (WWTPs) and their sewerage systems which serve most of the population in Taoyuan City, Taiwan. Across the entire study period, the wastewater viral concentrations were correlated with the number of COVID-19 cases in each WWTP (Spearman's r = 0.23-0.76). In addition, it is confirmed that several treatment technologies could effectively eliminate the virus RNA from WWTP influent (> 90%). On the other hand, further results revealed that an inverse distance weighted (IDW) interpolation and hotspot model combined with the geographic information system (GIS) method could be applied to analyze the spatiotemporal variations of SARS-CoV-2 in wastewater from the sewer system. In addition, socio-economic factors, namely, population density, land use, and income tax were successfully identified as the potential drivers which substantially affected the onset of the COVID-19 outbreak in Taiwan. Finally, the data obtained from this study can provide a powerful tool in public health decision-making not only in response to the current epidemic situation but also to other epidemic issues in the future.
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Affiliation(s)
- Duyen Phuc-Hanh Tran
- Department of Civil Engineering, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
- Center for Environmental Risk Management, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
| | - Bo-Cheng You
- Center for Environmental Risk Management, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
- Department of Environmental Engineering, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
| | - Chen-Wuing Liu
- Department of Water Resource, Taoyuan City Government, Taoyuan City, 320, Taiwan, Republic of China
| | - Yi-Ning Chen
- Department of Bioscience Technology, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
| | - Ya-Fen Wang
- Center for Environmental Risk Management, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
- Department of Environmental Engineering, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China
| | - Shu-Nu Chung
- Department of Water Resource, Taoyuan City Government, Taoyuan City, 320, Taiwan, Republic of China
| | - Jin-Jing Lee
- Department of Water Resource, Taoyuan City Government, Taoyuan City, 320, Taiwan, Republic of China
| | - Sheng-Jie You
- Center for Environmental Risk Management, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China.
- Department of Environmental Engineering, Chung Yuan Christian University, Taoyuan City, 320, Taiwan, Republic of China.
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Thomas J, Mughal F, Roper KJ, Kotsiri A, Albalawi W, Alshehri A, Reddy YBS, Mukherjee S, Pollakis G, Paxton WA, Hoptroff M. Development of a pseudo-typed virus particle based method to determine the efficacy of virucidal agents. Sci Rep 2024; 14:2174. [PMID: 38273020 PMCID: PMC10810821 DOI: 10.1038/s41598-024-52177-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Accepted: 01/15/2024] [Indexed: 01/27/2024] Open
Abstract
The ongoing Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) pandemic has highlighted the threat that viral outbreaks pose to global health. A key tool in the arsenal to prevent and control viral disease outbreaks is disinfection of equipment and surfaces with formulations that contain virucidal agents (VA). However, assessment of the efficacy of virus inactivation often requires live virus assays or surrogate viruses such as Modified Vaccinia Virus Ankara (MVA), which can be expensive, time consuming and technically challenging. Therefore, we have developed a pseudo-typed virus (PV) based approach to assess the inactivation of enveloped viruses with a fast and quantitative output that can be adapted to emerging viruses. Additionally, we have developed a method to completely remove the cytotoxicity of virucidal agents while retaining the required sensitivity to measure PV infectivity. Our results indicated that the removal of cytotoxicity was an essential step to accurately measure virus inactivation. Further, we demonstrated that there was no difference in susceptibility to virus inactivation between PVs that express the envelopes of HIV-1, SARS-CoV-2, and Influenza A/Indonesia. Therefore, we have developed an effective and safe alternative to live virus assays that enables the rapid assessment of virucidal activity for the development and optimization of virucidal reagents.
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Affiliation(s)
- Jordan Thomas
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK.
| | - Farah Mughal
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK
| | - Kelly J Roper
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK
| | - Aurelia Kotsiri
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK
| | - Wejdan Albalawi
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK
| | - Abdullateef Alshehri
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK
| | - Yugandhar B S Reddy
- Unilever Research & Development Centre, 64 Main Road, Whitefield, Bangalore, Karnataka, 560066, India
| | - Sayandip Mukherjee
- Unilever Research & Development Centre, 64 Main Road, Whitefield, Bangalore, Karnataka, 560066, India
| | - Georgios Pollakis
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK.
| | - William A Paxton
- Department of Clinical Infection, Microbiology and Immunology (CIMI), Institute of Infection, Veterinary and Ecological Sciences (IVES), University of Liverpool, Liverpool, L69 7BE, UK.
| | - Michael Hoptroff
- Unilever Research & Development, Port Sunlight, Bebington, Wirral, CH63 3JW, UK.
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Yao Y, Zhu Y, Nogueira R, Klawonn F, Wallner M. Optimal Selection of Sampling Points within Sewer Networks for Wastewater-Based Epidemiology Applications. Methods Protoc 2024; 7:6. [PMID: 38251199 PMCID: PMC10801534 DOI: 10.3390/mps7010006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 12/19/2023] [Accepted: 01/01/2024] [Indexed: 01/23/2024] Open
Abstract
Wastewater-based epidemiology (WBE) has great potential to monitor community public health, especially during pandemics. However, it faces substantial hurdles in pathogen surveillance through WBE, encompassing data representativeness, spatiotemporal variability, population estimates, pathogen decay, and environmental factors. This paper aims to enhance the reliability of WBE data, especially for early outbreak detection and improved sampling strategies within sewer networks. The tool implemented in this paper combines a monitoring model and an optimization model to facilitate the optimal selection of sampling points within sewer networks. The monitoring model utilizes parameters such as feces density and average water consumption to define the detectability of the virus that needs to be monitored. This allows for standardization and simplicity in the process of moving from the analysis of wastewater samples to the identification of infection in the source area. The entropy-based model can select optimal sampling points in a sewer network to obtain the most specific information at a minimum cost. The practicality of our tool is validated using data from Hildesheim, Germany, employing SARS-CoV-2 as a pilot pathogen. It is important to note that the tool's versatility empowers its extension to monitor other pathogens in the future.
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Affiliation(s)
- Yao Yao
- Institute for Information Engineering, Ostfalia University of Applied Sciences, Salzdahlumer Str. 46/48, 38302 Wolfenbüttel, Germany;
| | - Yibo Zhu
- Faculty of Civil and Environmental Engineering, Ostfalia University of Applied Sciences, Herbert-Meyer-Str. 7, 29556 Suderburg, Germany; (Y.Z.); (M.W.)
| | - Regina Nogueira
- Institute of Sanitary Engineering and Waste Management, Leibniz University Hannover, Welfengarten 1, 30167 Hannover, Germany;
| | - Frank Klawonn
- Biostatistics Research Group, Helmholtz Centre for Infection Research, 38124 Braunschweig, Germany
| | - Markus Wallner
- Faculty of Civil and Environmental Engineering, Ostfalia University of Applied Sciences, Herbert-Meyer-Str. 7, 29556 Suderburg, Germany; (Y.Z.); (M.W.)
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Dutra LB, Stein JF, da Rocha BS, Berger A, de Souza BA, Prandi BA, Mangini AT, Jarenkow A, Campos AAS, Fan FM, de Almeida Silva MC, Lipp-Nissinen KH, Loncan MR, Augusto MR, Franco AC, de Freitas Bueno R, Rigotto C. Environmental monitoring of SARS-CoV-2 in the metropolitan area of Porto Alegre, Rio Grande do Sul (RS), Brazil. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:2129-2144. [PMID: 38057673 PMCID: PMC10791933 DOI: 10.1007/s11356-023-31081-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 11/13/2023] [Indexed: 12/08/2023]
Abstract
Since starts the coronavirus disease 2019 (COVID-19) pandemic identified the presence of genomic fragments of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in various environmental matrices: domestic sewage, surface waters, and contaminated freshwater. Environmental monitoring of SARS-CoV-2 is a tool for evaluating trend curves over the months, compared to several clinical cases of the disease. The objective of this study was to monitor the SARS-CoV-2 in environmental samples collected in different sites in a metropolitan area of Porto Alegre, Southern Brazil. During 10 months from 2020 to 2021, 300 samples were collected weekly and biweekly from nine points located in 3 cities: one point from a wastewater treatment plant (WWTP) in São Leopoldo (fortnightly collection), two points in Dilúvio Stream in Porto Alegre (fortnightly collection), two points in Pampa and Luiz Rau Streams (weekly collection), and two points in public fountains (fortnightly collection) in Novo Hamburgo. After collection, samples were concentrated by ultracentrifugation, and viral nucleic acids were extracted using MagMax® Core Nucleic Acid Purifications kits and submitted to RT-qPCR, using E, N1, and N2 gene targets of SARS-CoV-2. Only 7% (3/41) samples from public fountains were positive, with a mean viral load (VL) of SARS-CoV-2 RNA of 5.02 × 101 gc/l (2.41~8.59 × 101 gc/l), while the streams had average VL of 7.43 × 105 gc/l (Pampa), 7.06 × 105 gc/l (Luiz Rau), 2.01 × 105 gc/l (Dilúvio), and 4.46 × 105 cg/l (WWTP). The results showed varying levels of viral presence in different sample types, with a demonstrated correlation between environmental viral load and clinical COVID-19 cases. These findings contribute to understanding virus persistence and transmission pathways in the environment. Continuous monitoring, especially in less developed regions, is crucial for early detection of vaccine resistance, new variants, and potential COVID-19 resurgence.
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Affiliation(s)
- Leticia Batista Dutra
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil
| | - Janaína Francieli Stein
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil
| | - Bruna Seixas da Rocha
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil
| | - Andresa Berger
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Beatriz Andrade de Souza
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Bruno Aschidamini Prandi
- Virology Laboratory, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 90050-170, Brazil
| | - Arthur Tonietto Mangini
- Virology Laboratory, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 90050-170, Brazil
| | - André Jarenkow
- State Center for Health Surveillance, Rio Grande do Sul State Health Department, Porto Alegre, RS, CEP 90119-900, Brazil
| | - Aline Alves Scarpellini Campos
- State Center for Health Surveillance, Rio Grande do Sul State Health Department, Porto Alegre, RS, CEP 90119-900, Brazil
| | - Fernando Mainardi Fan
- Hydraulic Research Institute, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 91501-970, Brazil
| | | | - Katia Helena Lipp-Nissinen
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Manuel Rodrigues Loncan
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Matheus Ribeiro Augusto
- Center of Engineering, Modelling and Applied Social Sciences (CECS), Federal University of ABC (UFABC), Santo Andre, SP, CEP 09210-580, Brazil
| | - Ana Cláudia Franco
- Virology Laboratory, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 90050-170, Brazil
| | - Rodrigo de Freitas Bueno
- Center of Engineering, Modelling and Applied Social Sciences (CECS), Federal University of ABC (UFABC), Santo Andre, SP, CEP 09210-580, Brazil
| | - Caroline Rigotto
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil.
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Pitol AK, Venkatesan S, Hoptroff M, Hughes GL. Persistence of SARS-CoV-2 and its surrogate, bacteriophage Phi6, on surfaces and in water. Appl Environ Microbiol 2023; 89:e0121923. [PMID: 37902315 PMCID: PMC10686083 DOI: 10.1128/aem.01219-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 09/13/2023] [Indexed: 10/31/2023] Open
Abstract
IMPORTANCE The COVID-19 pandemic spurred research on the persistence of SARS-CoV-2 and its surrogates. Here we highlight the importance of evaluating viral surrogates and experimental methodologies when studying pathogen survival in the environment.
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Affiliation(s)
- Ana K. Pitol
- Departments of Vector Biology and Tropical Disease Biology, Centre for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Samiksha Venkatesan
- Departments of Vector Biology and Tropical Disease Biology, Centre for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Michael Hoptroff
- Unilever Research and Development, Port Sunlight, United Kingdom
| | - Grant L. Hughes
- Departments of Vector Biology and Tropical Disease Biology, Centre for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
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45
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Shaffer M, Fischer RJ, Gallogly S, Ginn O, Munster V, Bibby K. Environmental Persistence and Disinfection of Lassa Virus. Emerg Infect Dis 2023; 29:2285-2291. [PMID: 37877545 PMCID: PMC10617325 DOI: 10.3201/eid2911.230678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2023] Open
Abstract
Lassa fever, caused by Lassa virus (LASV), is endemic to West Africa, where ≈300,000 illnesses and ≈5,000 deaths occur annually. LASV is primarily spread by infected multimammate rats via urine and fomites, highlighting the need to understand the environmental fate of LASV. We evaluated persistence of LASV Josiah and Sauerwald strains on surfaces, in aqueous solutions, and with sodium hypochlorite disinfection. Tested strains were more stable in deionized water (first-order rate constant [k] for Josiah, 0.23 days; for Sauerwald, k = 0.34 days) than primary influent wastewater (Josiah, k = 1.3 days; Sauerwald, k = 1.9 days). Both strains had similar decay rates on high-density polyethylene (Josiah, k = 4.3 days; Sauerwald, k = 2.3 days) and stainless steel (Josiah, k = 5.3 days; Sauerwald, k = 2.7 days). Sodium hypochlorite was highly effective at inactivating both strains. Our findings can inform future risk assessment and management efforts for Lassa fever.
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46
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Zhou J, Pang Y, Wang H, Li W, Liu J, Luo Z, Shao W, Zhang H. Sewage network operational risks based on InfoWorks ICM with nodal flow diurnal patterns under NPIs for COVID-19. WATER RESEARCH 2023; 246:120708. [PMID: 37827041 DOI: 10.1016/j.watres.2023.120708] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 09/18/2023] [Accepted: 10/06/2023] [Indexed: 10/14/2023]
Abstract
Non-Pharmaceutical Interventions (NPIs) have been widely employed globally over the past three years to control the rapid spread of coronavirus disease 2019 (COVID-19). These measures have imposed restrictions on urban residents' activities and significantly influenced sewage discharge characteristics within sewage network, particularly in densely populated cities in China. This study focused on the nodal flow diurnal patterns and sewage network operational risks before and after epidemic lockdown in Beijing from March to May in 2022. Nodal flow diurnal patterns on weekdays and weekends before and after NPIs were analyzed using measured data through statistical and mathematical methods. A sewage network model was established to simulate and analyze the operational risks based on InfoWorks ICM before and after epidemic lockdown. The main conclusions were as follows: (1) In predominantly residential areas, the total wastewater volume increased by approximately 28.76 % to 33.52 % after the implementation of strict NPIs. The morning and midday "M" peaks on normalized weekdays transformed into "N" peaks, and the morning peak time was delayed by 0.5 to 1 hour after the lockdown; (2) Following NPIs, More than 90 % of manholes' average water levels rose to varying degrees, approximately 50 % of pipe lengths exhibited a full flow state; (3) When the lockdown was in place during a hot summer day, sewage overflow phenomena were observed in 4.6 % and 9.6 % of manholes, respectively, with per capita daily drainage equivalent reaching 40-50 %. These findings hold significant implications for the proactive planning and operational management of water industry infrastructure during major emergencies.
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Affiliation(s)
- Jinjun Zhou
- Faculty of architecture, civil and transportation engineering, Beijing University of Technology, Beijing 100124, China
| | - Yali Pang
- Faculty of architecture, civil and transportation engineering, Beijing University of Technology, Beijing 100124, China
| | - Hao Wang
- Faculty of architecture, civil and transportation engineering, Beijing University of Technology, Beijing 100124, China.
| | - Wentao Li
- Faculty of architecture, civil and transportation engineering, Beijing University of Technology, Beijing 100124, China
| | - Jiahong Liu
- China Institute of Water Resources and Hydropower Research State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, Beijing 100038, China
| | - Zhuoran Luo
- School of Water Resources and Hydropower Engineering, North China Electric Power University, Beijing 102206, China
| | - Weiwei Shao
- China Institute of Water Resources and Hydropower Research State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, Beijing 100038, China
| | - Haijia Zhang
- Faculty of architecture, civil and transportation engineering, Beijing University of Technology, Beijing 100124, China
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Barrantes K, Chacón-Jiménez L, Rivera-Montero L, Segura-Villalta A, Badilla-Aguilar A, Alfaro-Arrieta E, Rivera-Navarro P, Méndez-Chacón E, Santamaría-Ulloa C. Challenges detecting SARS-CoV-2 in Costa Rican domestic wastewater and river water. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 897:165393. [PMID: 37433341 DOI: 10.1016/j.scitotenv.2023.165393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Revised: 07/05/2023] [Accepted: 07/06/2023] [Indexed: 07/13/2023]
Abstract
This study presents the development of a SARS-CoV-2 detection method for domestic wastewater and river water in Costa Rica, a middle-income country in Central America. Over a three-year period (November to December 2020, July to November 2021, and June to October 2022), 80 composite wastewater samples (43 influent and 37 effluent) were collected from a Wastewater Treatment Plant (SJ-WWTP) located in San José, Costa Rica. Additionally, 36 river water samples were collected from the Torres River near the SJ-WWTP discharge site. A total of three protocols for SARS-CoV-2 viral concentration and RNA detection and quantification were analyzed. Two protocols using adsorption-elution with PEG precipitation (Protocol A and B, differing in the RNA extraction kit; n = 82) were used on wastewater samples frozen prior to concentration, while wastewater (n = 34) collected in 2022 were immediately concentrated using PEG precipitation. The percent recovery of Bovine coronavirus (BCoV) was highest using the Zymo Environ Water RNA (ZEW) kit with PEG precipitation executed on the same day as collection (mean 6.06 % ± 1.37 %). It was lowest when samples were frozen and thawed, and viruses were concentrated using adsorption-elution and PEG concentration methods using the PureLink™ Viral RNA/DNA Mini (PLV) kit (protocol A; mean 0.48 % ± 0.23 %). Pepper mild mottle virus and Bovine coronavirus were used as process controls to understand the suitability and potential impact of viral recovery on the detection/quantification of SARS-CoV-2 RNA. Overall, SARS-CoV-2 RNA was detected in influent and effluent wastewater samples collected in 2022 but not in earlier years when the method was not optimized. The burden of SARS-CoV-2 at the SJ-WWTP decreased from week 36 to week 43 of 2022, coinciding with a decline in the national COVID-19 prevalence rate. Developing comprehensive nationwide surveillance programs for wastewater-based epidemiology in low-middle-income countries involves significant technical and logistical challenges.
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Affiliation(s)
- Kenia Barrantes
- Health Research Institute, University of Costa Rica, P.O. Box: 11501-2060, San José, Costa Rica.
| | - Luz Chacón-Jiménez
- Health Research Institute, University of Costa Rica, P.O. Box: 11501-2060, San José, Costa Rica.
| | - Luis Rivera-Montero
- Health Research Institute, University of Costa Rica, P.O. Box: 11501-2060, San José, Costa Rica.
| | | | - Andrei Badilla-Aguilar
- National Water Laboratory of the Costa Rican Institute of Aqueducts and Sewerage, P.O.Box 1097-1200, Cartago, Costa Rica.
| | - Ernesto Alfaro-Arrieta
- National Water Laboratory of the Costa Rican Institute of Aqueducts and Sewerage, P.O.Box 1097-1200, Cartago, Costa Rica.
| | - Pablo Rivera-Navarro
- National Water Laboratory of the Costa Rican Institute of Aqueducts and Sewerage, P.O.Box 1097-1200, Cartago, Costa Rica.
| | - Ericka Méndez-Chacón
- School of Statistics, University of Costa Rica, P.O. Box 11501-2060, San José, Costa Rica.
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48
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Sherchan SP, Thakali O, Ikner LA, Gerba C, Haramoto E. Survivability of Delta and Omicron variants of SARS-CoV-2 in wastewater. WATER RESEARCH 2023; 246:120644. [PMID: 37844338 DOI: 10.1016/j.watres.2023.120644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/07/2023] [Accepted: 09/17/2023] [Indexed: 10/18/2023]
Abstract
Concerns of fecal-aerosol transmission of coronavirus disease 2019 (COVID-2019) coupled with increased transmissibility and disease severity of Delta and Omicron variants of concern (VOC) of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), suggest studies on survival of VOC in wastewater are warranted. To the best of our knowledge, this is the first study to investigate the survivability of Delta and Omicron VOC in filtered and unfiltered raw wastewater, and secondary effluent at room temperature (23 °C). The time required for 90 % inactivation (T90) of Delta and Omicron VOC in unfiltered raw wastewater was calculated as 17.7 and 15.3 h, respectively. Rapid inactivation of VOC in wastewater and inability to isolate SARS-CoV-2 in wastewater suggest risks from fecal-aerosol transmission are low. Nevertheless, high transmissibility of VOC cautions overruling fecal-aerosol transmission of COVID-19. Future studies on survival of SARS-CoV-2 in wastewater should attempt viral culture by spiking feces collected from COVID-19 infected patients into wastewater to match the real-world scenario.
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Affiliation(s)
- Samendra P Sherchan
- Organization for Public Health and Environment Management, Lalitpur, Bagmati, Nepal; Department of Environmental Science, University of Arizona, Tucson, AZ, United States; WEST Center, University of Arizona, Tucson, AZ, United States; Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan; Department of Environmental Health, Tulane University, New Orleans, LA 70112, United States; Center of Research Excellence in Wastewater-based Epidemiology, Morgan State University, Baltimore, MD 21251, United States.
| | - Ocean Thakali
- Organization for Public Health and Environment Management, Lalitpur, Bagmati, Nepal
| | - Luisa A Ikner
- Department of Environmental Science, University of Arizona, Tucson, AZ, United States; WEST Center, University of Arizona, Tucson, AZ, United States
| | - Charles Gerba
- Department of Environmental Science, University of Arizona, Tucson, AZ, United States; WEST Center, University of Arizona, Tucson, AZ, United States
| | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
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49
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Thapar I, Langan LM, Davis H, Norman RS, Bojes HK, Brooks BW. Influence of storage conditions and multiple freeze-thaw cycles on N1 SARS-CoV-2, PMMoV, and BCoV signal. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 896:165098. [PMID: 37392884 PMCID: PMC10307669 DOI: 10.1016/j.scitotenv.2023.165098] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 06/16/2023] [Accepted: 06/21/2023] [Indexed: 07/03/2023]
Abstract
Wastewater-based epidemiology/wastewater-based surveillance (WBE/WBS) continues to serve as an effective means of monitoring various diseases, including COVID-19 and the emergence of SARS-CoV-2 variants, at the population level. As the use of WBE expands, storage conditions of wastewater samples will play a critical role in ensuring the accuracy and reproducibility of results. In this study, the impacts of water concentration buffer (WCB), storage temperature, and freeze-thaw cycles on the detection of SARS-CoV-2 and other WBE-related gene targets were examined. Freeze-thawing of concentrated samples did not significantly affect (p > 0.05) crossing/cycle threshold (Ct) value for any of the gene targets studied (SARS-CoV-2 N1, PMMoV, and BCoV). However, use of WCB during concentration resulted in a significant (p < 0.05) decrease in Ct for all targets, and storage at -80 °C (in contrast to -20 °C) appeared preferable for wastewater storage signal stability based on decreased Ct values, although this was only significantly different (p < 0.05) for the BCoV target. Interestingly, when Ct values were converted to gene copies per influent sample, no significant differences (p > 0.05) were observed in any of the targets examined. Stability of RNA targets in concentrated wastewater against freeze-thaw degradation supports archiving of concentrated samples for use in retrospective examination of COVID-19 trends and tracing SARS-CoV-2 variants and potentially other viruses, and provides a starting point for establishing a consistent procedure for specimen collection and storage for the WBE/WBS community.
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Affiliation(s)
- Isha Thapar
- Department of Environmental Science, Baylor University, One Bear Place #97266, Waco, TX 76798, USA
| | - Laura M Langan
- Department of Environmental Science, Baylor University, One Bear Place #97266, Waco, TX 76798, USA; Center for Reservoir and Aquatic Systems Research, Baylor University, One Bear Place #97178, Waco, TX 76798, USA.
| | - Haley Davis
- Department of Environmental Science, Baylor University, One Bear Place #97266, Waco, TX 76798, USA; Harbor Branch Oceanographic Institute, Florida Atlantic University, 5600 US-1, Fort Pierce, FL 34946, USA
| | - R Sean Norman
- Department of Environmental Health Sciences, Arnold School of Public Health, South Carolina, 921 Assembly St., Columbia, SC 29208, USA
| | - Heidi K Bojes
- Environmental Epidemiology and Disease Registries Section, Texas Department of State Health Services, Austin, TX 78756, USA
| | - Bryan W Brooks
- Department of Environmental Science, Baylor University, One Bear Place #97266, Waco, TX 76798, USA; Center for Reservoir and Aquatic Systems Research, Baylor University, One Bear Place #97178, Waco, TX 76798, USA; Institute of Biomedical Studies, Baylor University, One Bear Place #97224, Waco, TX 76798, USA
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50
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Alamin M, Hara-Yamamura H, Hata A, Zhao B, Ihara M, Tanaka H, Watanabe T, Honda R. Reduction of SARS-CoV-2 by biological nutrient removal and disinfection processes in full-scale wastewater treatment plants. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 895:165097. [PMID: 37356766 PMCID: PMC10290167 DOI: 10.1016/j.scitotenv.2023.165097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Revised: 06/20/2023] [Accepted: 06/21/2023] [Indexed: 06/27/2023]
Abstract
Detection of SARS-CoV-2 RNA in wastewater poses people's concerns regarding the potential risk in water bodies receiving wastewater treatment effluent, despite the infectious risk of SARS-CoV-2 in wastewater being speculated to be low. Unlike well-studied nonenveloped viruses, SARS-CoV-2 in wastewater is present abundantly in both solid and liquid fractions of wastewater. Reduction of SARS-CoV-2 in past studies were likely underestimated, as SARS-CoV-2 in influent wastewater were quantified in either solid or liquid fraction only. The objectives of this study were (i) to clarify the reduction in SARS-CoV-2 RNA during biological nutrient removal and disinfection processes in full-scale WWTPs, considering the SARS-CoV-2 present in both solid and liquid fractions of wastewater, and (ii) to evaluate applicability of pepper mild mottle virus (PMMoV) as a performance indicator for reduction of SARS-CoV-2 in WWTPs. Accordingly, large amount of SARS-CoV-2 RNA were partitioned in the solid fraction of influent wastewater for composite sampling than grab sampling. When SARS-CoV-2 RNA in the both solid and liquid fractions were considered, log reduction values (LRVs) of SARS-CoV-2 during step-feed multistage biological nitrogen removal (SM-BNR) and enhanced biological phosphorus removal (EBPR) processes ranged between>2.1-4.4 log and did not differ significantly from those in conventional activated sludge (CAS). The LRVs of SARS-CoV-2 RNA in disinfection processes by ozonation and chlorination did not differ significantly. PMMoV is a promising performance indicator to secure reduction of SARS-CoV-2 in WWTPs, because of its higher persistence in wastewater treatment processes and abundance at a detectable concentration even in the final effluent after disinfection.
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Affiliation(s)
- Md Alamin
- Graduate School of Natural Science and Technology, Kanazawa University, Japan
| | | | - Akihiko Hata
- Department of Environmental and Civil Engineering, Toyama Prefectural University, Japan
| | - Bo Zhao
- Research Center for Environmental Quality Management, Graduate School of Engineering, Kyoto University, Japan; College of Environment, Hohai University, Nanjing 210098, China
| | - Masaru Ihara
- Research Center for Environmental Quality Management, Graduate School of Engineering, Kyoto University, Japan; Faculty of Agriculture and Marine Science, Kochi University, Japan
| | - Hiroaki Tanaka
- Research Center for Environmental Quality Management, Graduate School of Engineering, Kyoto University, Japan
| | | | - Ryo Honda
- Faculty of Geosciences and Civil Engineering, Kanazawa University, Japan; Research Center for Environmental Quality Management, Graduate School of Engineering, Kyoto University, Japan.
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