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Brooks C, Brooks S, Beasley J, Valley J, Opata M, Karatan E, Bleich R. The influence of environmental factors on the detection and quantification of SARS-CoV-2 variants in dormitory wastewater at a primarily undergraduate institution. Microbiol Spectr 2025:e0200324. [PMID: 39792012 DOI: 10.1128/spectrum.02003-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Accepted: 12/12/2024] [Indexed: 01/12/2025] Open
Abstract
Testing for the causative agent of coronavirus disease 2019 (COVID-19), severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has been crucial in tracking disease spread and informing public health decisions. Wastewater-based epidemiology has helped to alleviate some of the strain of testing through broader, population-level surveillance, and has been applied widely on college campuses. However, questions remain about the impact of various sampling methods, target types, environmental factors, and infrastructure variables on SARS-CoV-2 detection. Here, we present a data set of over 800 wastewater samples that sheds light on the influence of a variety of these factors on SARS-CoV-2 quantification using droplet digital PCR (ddPCR) from building-specific sewage infrastructure. We consistently quantified a significantly higher number of copies of virus per liter for the target nucleocapsid 2 (N2) compared to nucleocapsid 1 (N1), regardless of the sampling method (grab vs composite). We further show some dormitory-specific differences in SARS-CoV-2 abundance, including correlations to dormitory population size. Environmental variables like precipitation and temperature show little to no impact on virus load, with the exception of higher temperatures for grab sample data. We observed significantly higher gene copy numbers of the Omicron variant than the Delta variant within ductile iron pipes but no difference in nucleocapsid abundance (N1 or N2) across the three different sewage pipe types in our data set. Our results indicate that contextual variables should be considered when interpreting wastewater-based epidemiological data. IMPORTANCE Testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019 (COVID-19), has been crucial in tracking the spread of the virus and informing public health decisions. SARS-CoV-2 viral RNA is shed by symptomatic and asymptomatic infected individuals, allowing its genetic material to be detected and quantified in wastewater. Here, we used wastewater-based epidemiology to measure SARS-CoV-2 viral RNA from several dormitories on the Appalachian State University campus and examined the impact of sampling methods, target types, environmental factors, and infrastructure variables on quantification. Changes in the quantification of SARS-CoV-2 were observed based on target type, as well as trends for the quantification of the Delta and Omicron variants by sampling method. These results highlight the value of applying the data-inquiry practices used in this study to better contextualize wastewater sampling results.
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Affiliation(s)
- Chequita Brooks
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
- Louisiana Universities Marine Consortium, Chauvin, Louisiana, USA
| | - Sebrina Brooks
- Department of Biology, University of North Carolina at Wilmington, Wilmington, North Carolina, USA
| | - Josie Beasley
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Jenna Valley
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Michael Opata
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Ece Karatan
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
| | - Rachel Bleich
- Department of Biology, Appalachian State University, Boone, North Carolina, USA
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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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Kononova Y, Adamenko L, Kazachkova E, Solomatina M, Romanenko S, Proskuryakova A, Utkin Y, Gulyaeva M, Spirina A, Kazachinskaia E, Palyanova N, Mishchenko O, Chepurnov A, Shestopalov A. Features of SARS-CoV-2 Replication in Various Types of Reptilian and Fish Cell Cultures. Viruses 2023; 15:2350. [PMID: 38140591 PMCID: PMC10748073 DOI: 10.3390/v15122350] [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: 10/11/2023] [Revised: 11/24/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND SARS-CoV-2 can enter the environment from the feces of COVID-19 patients and virus carriers through untreated sewage. The virus has shown the ability to adapt to a wide range of hosts, so the question of the possible involvement of aquafauna and animals of coastal ecosystems in maintaining its circulation remains open. METHODS the aim of this work was to study the tropism of SARS-CoV-2 for cells of freshwater fish and reptiles, including those associated with aquatic and coastal ecosystems, and the effect of ambient temperature on this process. In a continuous cell culture FHM (fathead minnow) and diploid fibroblasts CGIB (silver carp), SARS-CoV-2 replication was not maintained at either 25 °C or 29 °C. At 29 °C, the continuous cell culture TH-1 (eastern box turtle) showed high susceptibility to SARS-CoV-2, comparable to Vero E6 (development of virus-induced cytopathic effect (CPE) and an infectious titer of 7.5 ± 0.17 log10 TCID50/mL on day 3 after infection), and primary fibroblasts CNI (Nile crocodile embryo) showed moderate susceptibility (no CPE, infectious titer 4.52 ± 0.14 log10 TCID50/mL on day 5 after infection). At 25 °C, SARS-CoV-2 infection did not develop in TH-1 and CNI. CONCLUSIONS our results show the ability of SARS-CoV-2 to effectively replicate without adaptation in the cells of certain reptile species when the ambient temperature rises.
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Affiliation(s)
- Yulia Kononova
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Lyubov Adamenko
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Evgeniya Kazachkova
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Mariya Solomatina
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Svetlana Romanenko
- Institute of Molecular and Cellular Biology, Russian Academy of Sciences, Siberian Branch, Novosibirsk 630090, Russia; (S.R.); (A.P.); (Y.U.)
| | - Anastasia Proskuryakova
- Institute of Molecular and Cellular Biology, Russian Academy of Sciences, Siberian Branch, Novosibirsk 630090, Russia; (S.R.); (A.P.); (Y.U.)
| | - Yaroslav Utkin
- Institute of Molecular and Cellular Biology, Russian Academy of Sciences, Siberian Branch, Novosibirsk 630090, Russia; (S.R.); (A.P.); (Y.U.)
| | - Marina Gulyaeva
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
- The Department of Natural Science, Novosibirsk State University, 2, Pirogova St., Novosibirsk 630090, Russia
| | - Anastasia Spirina
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Elena Kazachinskaia
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Natalia Palyanova
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Oksana Mishchenko
- 48 Central Research Institute of the Ministry of Defense of the Russian Federation, Moscow 141306, Russia;
| | - Alexander Chepurnov
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
| | - Alexander Shestopalov
- Federal Research Center of Fundamental and Translational Medicine, The Federal State Budget Scientific Institution, Siberian Branch of the Russian Academy of Sciences, 2, Timakova St., Novosibirsk 630117, Russia; (Y.K.); (L.A.); (E.K.); (M.S.); (A.S.); (E.K.); (N.P.); (A.C.); (A.S.)
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Belmonte-Lopes R, Barquilha CER, Kozak C, Barcellos DS, Leite BZ, da Costa FJOG, Martins WL, Oliveira PE, Pereira EHRA, Filho CRM, de Souza EM, Possetti GRC, Vicente VA, Etchepare RG. 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:76687-76701. [PMID: 37243767 PMCID: PMC10224667 DOI: 10.1007/s11356-023-27926-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: 03/09/2023] [Accepted: 05/22/2023] [Indexed: 05/29/2023]
Abstract
The COVID-19 pandemic resulted in the collapse of healthcare systems and led to the development and application of several approaches of wastewater-based epidemiology to monitor infected populations. The main objective of this study was to carry out a SARS-CoV-2 wastewater based surveillance in Curitiba, Southern Brazil Sewage samples were collected weekly for 20 months at the entrance of five treatment plants representing the entire city and quantified by qPCR using the N1 marker. The viral loads were correlated with epidemiological data. The correlation by sampling points showed that the relationship between the viral loads and the number of reported cases was best described by a cross-correlation function, indicating a lag between 7 and 14 days amidst the variables, whereas the data for the entire city presented a higher correlation (0.84) with the number of positive tests at lag 0 (sampling day). The results also suggest that the Omicron VOC resulted in higher titers than the Delta VOC. Overall, our results showed that the approach used was robust as an early warning system, even with the use of different epidemiological indicators or changes in the virus variants in circulation. Therefore, it can contribute to public decision-makers and health interventions, especially in vulnerable and low-income regions with limited clinical testing capacity. Looking toward the future, this approach will contribute to a new look at environmental sanitation and should even induce an increase in sewage coverage rates in emerging countries.
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Affiliation(s)
- Ricardo Belmonte-Lopes
- Graduate Program On Pathology, Parasitology, and Microbiology, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Basic Pathology Department, Biological Sciences Sector, Microbiological Collections of Paraná Network, Room 135/136. 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Basic Pathology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Carlos E R Barquilha
- Graduate Program On Water Resources and Environmental Engineering, Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Caroline Kozak
- Environment Department, Maringa State University, SESI Block, 1800 Ângelo Moreira da Fonseca AvenueRoom 15, Parque Danielle, Umuarama, PR, 87506-370, Brazil
| | - Demian S Barcellos
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Bárbara Z Leite
- Research and Innovation Management, Paraná Sanitation Company (SANEPAR), 1376 Eng. Rebouças St, Rebouças, Curitiba, PR, 80215-900, Brazil
| | - Fernanda J O Gomes da Costa
- Research and Innovation Management, Paraná Sanitation Company (SANEPAR), 1376 Eng. Rebouças St, Rebouças, Curitiba, PR, 80215-900, Brazil
| | - William L Martins
- Basic Pathology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Pâmela E Oliveira
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Edy H R A Pereira
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Cesar R Mota Filho
- Sanitary and Environmental Engineering Department, Federal University of Minas Gerais (UFMG), 6627 Antonio Carlos Avenue, Block 1, Room 4529, Belo Horizonte, MG, 31270-901, Brazil
| | - Emanuel M de Souza
- Biochemistry and Molecular Biology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Gustavo R C Possetti
- Research and Innovation Management, Paraná Sanitation Company (SANEPAR), 1376 Eng. Rebouças St, Rebouças, Curitiba, PR, 80215-900, Brazil
| | - Vania A Vicente
- Basic Pathology Department, Biological Sciences Sector, Microbiological Collections of Paraná Network, Room 135/136. 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Basic Pathology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Ramiro G Etchepare
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil.
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