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Li X, Kulandaivelu J, Guo Y, Zhang S, Shi J, O'Brien J, Arora S, Kumar M, Sherchan SP, Honda R, Jackson G, Luby SP, Jiang G. SARS-CoV-2 shedding sources in wastewater and implications for wastewater-based epidemiology. JOURNAL OF HAZARDOUS MATERIALS 2022; 432:128667. [PMID: 35339834 PMCID: PMC8908579 DOI: 10.1016/j.jhazmat.2022.128667] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Revised: 03/05/2022] [Accepted: 03/08/2022] [Indexed: 05/21/2023]
Abstract
Wastewater-based epidemiology (WBE) approach for COVID-19 surveillance is largely based on the assumption of SARS-CoV-2 RNA shedding into sewers by infected individuals. Recent studies found that SARS-CoV-2 RNA concentration in wastewater (CRNA) could not be accounted by the fecal shedding alone. This study aimed to determine potential major shedding sources based on literature data of CRNA, along with the COVID-19 prevalence in the catchment area through a systematic literature review. Theoretical CRNA under a certain prevalence was estimated using Monte Carlo simulations, with eight scenarios accommodating feces alone, and both feces and sputum as shedding sources. With feces alone, none of the WBE data was in the confidence interval of theoretical CRNA estimated with the mean feces shedding magnitude and probability, and 63% of CRNA in WBE reports were higher than the maximum theoretical concentration. With both sputum and feces, 91% of the WBE data were below the simulated maximum CRNA in wastewater. The inclusion of sputum as a major shedding source led to more comparable theoretical CRNA to the literature WBE data. Sputum discharging behavior of patients also resulted in great fluctuations of CRNA under a certain prevalence. Thus, sputum is a potential critical shedding source for COVID-19 WBE surveillance.
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Affiliation(s)
- Xuan Li
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | | | - Ying Guo
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Shuxin Zhang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Jiahua Shi
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia
| | - Jake O'Brien
- Queensland Alliance for Environmental Health Sciences, The University of Queensland, Woollongabba, Queensland 4072, Australia
| | - Sudipti Arora
- Dr. B. Lal Institute of Biotechnology, 6E, Malviya Industrial Area, Malviya Nagar, Jaipur 302017, India
| | - Manish Kumar
- Sustainability Cluster, School of Engineering, University of Petroleum & Energy Studies, Dehradun, Uttarakhand 248007, India
| | - Samendra P Sherchan
- Department of Environmental health sciences, Tulane University, New Orleans, LA 70112, USA; Bioenvironmental Science Program, Morgan Staate University, Baltimore, MD 21251, USA
| | - Ryo Honda
- Faculty of Geosciences and Civil Engineering, Kanazawa University, Kanazawa 920-1192, Japan
| | - Greg Jackson
- Queensland Alliance for Environmental Health Sciences, The University of Queensland, Woollongabba, Queensland 4072, Australia
| | - Stephen P Luby
- Stanford Center for Innovation in Global Health, and Stanford Woods Institute for the Environment, Stanford University, Stanford, CA 94305, USA
| | - Guangming Jiang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia.
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Tandukar S, Sthapit N, Thakali O, Malla B, Sherchan SP, Shakya BM, Shrestha LP, Sherchand JB, Joshi DR, Lama B, Haramoto E. Detection of SARS-CoV-2 RNA in wastewater, river water, and hospital wastewater of Nepal. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 824:153816. [PMID: 35157870 PMCID: PMC8832950 DOI: 10.1016/j.scitotenv.2022.153816] [Citation(s) in RCA: 50] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/22/2022] [Accepted: 02/08/2022] [Indexed: 05/19/2023]
Abstract
The applicability of wastewater-based epidemiology (WBE) has been extensively studied throughout the world with remarkable findings. This study reports the presence and reduction of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) at two wastewater treatment plants (WWTPs) of Nepal, along with river water, hospital wastewater (HWW), and wastewater from sewer lines collected between July 2020 and February 2021. SARS-CoV-2 RNA was detected in 50%, 54%, 100%, and 100% of water samples from WWTPs, river hospitals, and sewer lines, respectively, by at least one of four quantitative PCR assays tested (CDC-N1, CDC-N2, NIID_2019-nCOV_N, and N_Sarbeco). The CDC-N2 assay detected SARS-CoV-2 RNA in the highest number of raw influent samples of both WWTPs. The highest concentration was observed for an influent sample of WWTP A (5.5 ± 1.0 log10 genome copies/L) by the N_Sarbeco assay. SARS-CoV-2 was detected in 47% (16/34) of the total treated effluents of WWTPs, indicating that biological treatments installed at the tested WWTPs are not enough to eliminate SARS-CoV-2 RNA. One influent sample was positive for N501Y mutation using the mutation-specific qPCR, highlighting a need for further typing of water samples to detect Variants of Concern. Furthermore, crAssphage-normalized SARS-CoV-2 RNA concentrations in raw wastewater did not show any significant association with the number of new coronavirus disease 2019 (COVID-19) cases in the whole district where the WWTPs were located, suggesting a need for further studies focusing on suitability of viral as well as biochemical markers as a population normalizing factor. Detection of SARS-CoV-2 RNA before, after, and during the peaking in number of COVID-19 cases suggests that WBE is a useful tool for COVID-19 case estimation in developing countries.
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Affiliation(s)
- Sarmila Tandukar
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan; Policy Research Institute, Sano Gaucharan, Kathmandu, Nepal
| | - Niva Sthapit
- Department of Engineering, University of Yamanashi, Kofu, Yamanashi 400-8511, Japan
| | - Ocean Thakali
- Department of Engineering, University of Yamanashi, Kofu, Yamanashi 400-8511, Japan
| | - Bikash Malla
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Samendra P Sherchan
- Department of Global Environmental Health Sciences, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, USA; Department of Biology, Morgan State University, 1700 East Cold Spring Lane, Baltimore, MD 21251, USA
| | - Bijay Man Shakya
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan
| | - Laxman P Shrestha
- Institute of Medicine, Tribhuvan University, Maharajgunj, Kathmandu 1524, Nepal
| | - Jeevan B Sherchand
- Institute of Medicine, Tribhuvan University, Maharajgunj, Kathmandu 1524, Nepal
| | - Dev Raj Joshi
- Central Department of Microbiology, Tribhuvan University, Kirtipur, Nepal
| | - Bhupendra Lama
- Central Department of Microbiology, Tribhuvan University, Kirtipur, Nepal
| | - Eiji Haramoto
- Interdisciplinary Center for River Basin Environment, University of Yamanashi, 4-3-11 Takeda, Kofu, Yamanashi 400-8511, Japan.
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53
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Massicotte R, Assanta MA, Rosette KM. Importance of the Precautionary Principle With Regard to the Risk of Exposure to Aerosols Containing Viral Loads of SARS-CoV-2 Present in Feces: In Perspective. Front Public Health 2022; 10:892290. [PMID: 35692325 PMCID: PMC9174678 DOI: 10.3389/fpubh.2022.892290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 04/20/2022] [Indexed: 11/13/2022] Open
Abstract
In COVID-19 infection, the emissions of droplets and aerosols produced by the respiratory tract of contaminated subjects may represent a high risk of spreading the SARS-COV-2 virus in the environment. Thus, studies have shown that there is, at least, another source of droplets and aerosols in which viral particles of SARS-COV-2 can be found. It happens after flushing of toilet to dispose of the stools of a patient who has contracted COVID-19. The presence of viral particles of SARS-COV-2 in the stool could be linked to the concentration of angiotensin-converting enzyme 2 (ACE2) found on the surface of intestinal cells. Therefore, there is a reason to wonder whether the emission of viral particles by activating a toilet flush could represent an important potential risk of contamination for health care workers. To investigate this hypothesis, we have correlated different studies on the production of droplets and aerosols as well as the presence of viral particles following flush of toilet. This pooling of these studies led to the following conclusion: the precautionary principle should be applied with regard to the potential risk represented by viral particles of SARV-COV-2 in the stool when flushing the toilet.
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Affiliation(s)
- Richard Massicotte
- Laboratory of Innovation and Analysis of Bioperformance, Ecole Polytechnique de Montreal, Montreal, QC, Canada
| | - Mafu Akier Assanta
- Food Research and Development Centre, Agriculture and Agri-Food Canada, Saint-Hyacinthe, QC, Canada
| | - Kakese Mukosa Rosette
- Groupe de Recherche sur les Maladies Infectieuses du Porc, Département de Pathologie et Microbiologie, Faculté de Médecine Vétérinaire, Centre de Recherche d'Infectiologie Porcine et Avicole, Université de Montréal, Saint-Hyacinthe, QC, Canada
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Ning T, Liu S, Xu J, Yang Y, Zhang N, Xie S, Min L, Zhang S, Zhu S, Wang Y. Potential intestinal infection and faecal-oral transmission of human coronaviruses. Rev Med Virol 2022; 32:e2363. [PMID: 35584273 PMCID: PMC9348496 DOI: 10.1002/rmv.2363] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Revised: 02/25/2022] [Accepted: 05/06/2022] [Indexed: 01/08/2023]
Abstract
Human coronaviruses (HCoVs) were first described in 1960s for patients experiencing common cold. Since then, increasing number of HCoVs have been discovered, including those causing severe acute respiratory syndrome (SARS), Middle East respiratory syndrome (MERS), and the circulating coronavirus disease 2019 (COVID‐19), which can cause fatal respiratory disease in humans on infection. HCoVs are believed to spread mainly through respiratory droplets and close contact. However, studies have shown that a large proportion of patients with HCoV infection develop gastrointestinal (GI) symptoms, and many patients with confirmed HCoV infection have shown detectable viral RNA in their faecal samples. Furthermore, multiple in vitro and in vivo animal studies have provided direct evidence of intestinal HCoV infection. These data highlight the nature of HCoV GI infection and its potential faecal‐oral transmission. Here, we summarise the current findings on GI manifestations of HCoVs. We also discuss how HCoV GI infection might occur and the current evidence to establish the occurrence of faecal‐oral transmission.
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Affiliation(s)
- Tingting Ning
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Si Liu
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Junxuan Xu
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Yi Yang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Nan Zhang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Sian Xie
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Li Min
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Shutian Zhang
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Shengtao Zhu
- Department of Gastroenterology, Beijing Friendship Hospital, Capital Medical University, National Clinical Research Center for Digestive Disease, Beijing Digestive Disease Center, Beijing Key Laboratory for Precancerous Lesion of Digestive Disease, Beijing, China
| | - Youchun Wang
- Division of HIV/AIDS and Sexually Transmitted Virus Vaccines, National Institutes for Food and Drug Control (NIFDC), Beijing, China
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Sobolewska-Pilarczyk M, Pokorska-Śpiewak M, Stachowiak A, Marczyńska M, Talarek E, Ołdakowska A, Kucharek I, Sybilski A, Mania A, Figlerowicz M, Mazur-Melewska K, Potocka P, Sulik A, Hasiec B, Stani M, Frańczak-Chmura P, Szczepańska B, Pałyga-Bysiecka I, Ciechanowski P, Łasecka-Zadrożna J, Zaleska I, Szenborn L, Dryja U, Kuchar E, Niedźwiecka S, Kalicki B, Flisiak R, Pawłowska M. COVID-19 infections in infants. Sci Rep 2022; 12:7765. [PMID: 35546159 PMCID: PMC9094122 DOI: 10.1038/s41598-022-11068-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 04/05/2022] [Indexed: 01/08/2023] Open
Abstract
The study aimed to analyse the clinical course of COVID-19 in 300 infants, selected from 1283 children diagnosed with COVID-19 between March and December 2020, registered in the SARSTerPED multicenter database. Most of the infants were registered in October and November 2020. 44% of the group were girls, and 56% were boys. At diagnosis, the most common symptoms were fever in 77% of the children, cough in 40%, catarrh in 37%. Pneumonia associated with COVID-19 was diagnosed in 23% of the children, and gastrointestinal symptoms in 31.3%. In 52% of the infants, elevated levels of D-dimers were observed, and in 40%, elevated levels of IL-6 serum concentration were observed. During the second wave of the pandemic, 6 times more infants were hospitalized, and the children were statistically significantly younger compared to the patients during the first wave (3 months vs 8 months, p < 0.0001 respectively). During the second wave, the infants were hospitalized for longer. COVID-19 in infants usually manifests as a mild gastrointestinal or respiratory infection, but pneumonia is also observed with falls in oxygen saturation, requiring oxygen therapy. Gastrointestinal symptoms are common in infants infected with SARS-CoV-2, and infant appetite disorders may lead to hospitalization. The clinical course of the disease differed significantly between the first and second wave of the pandemic. It seems that infants may play a role in the transmission of SARS-COV-2 infections in households, despite mild or asymptomatic courses; eating disorders in infants should be an indication for COVID-19 testing.
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Affiliation(s)
- Małgorzata Sobolewska-Pilarczyk
- Department of Infectious Diseases and Hepatology, Faculty of Medicine, Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland
| | - Maria Pokorska-Śpiewak
- Department of Childrens Infectious Diseases, Medical University of Warsaw, Warsaw, Poland
- Regional Hospital of Infectious Diseases, Warsaw, Poland
| | - Anna Stachowiak
- Department of Infectious Diseases and Hepatology, Faculty of Medicine, Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland.
| | - Magdalena Marczyńska
- Department of Childrens Infectious Diseases, Medical University of Warsaw, Warsaw, Poland
- Regional Hospital of Infectious Diseases, Warsaw, Poland
| | - Ewa Talarek
- Department of Childrens Infectious Diseases, Medical University of Warsaw, Warsaw, Poland
- Regional Hospital of Infectious Diseases, Warsaw, Poland
| | - Agnieszka Ołdakowska
- Department of Childrens Infectious Diseases, Medical University of Warsaw, Warsaw, Poland
- Regional Hospital of Infectious Diseases, Warsaw, Poland
| | - Izabela Kucharek
- 2Nd Department of Pediatrics, Centre of Postgraduate Medical Education, Warsaw, Poland
- Department of Pediatrics and Neonatology with Allergology Center, Central Clinical Hospital of the Ministry of the Interior, Warsaw, Poland
| | - Adam Sybilski
- 2Nd Department of Pediatrics, Centre of Postgraduate Medical Education, Warsaw, Poland
- Department of Pediatrics and Neonatology with Allergology Center, Central Clinical Hospital of the Ministry of the Interior, Warsaw, Poland
| | - Anna Mania
- Department of Infectious Diseases and Child Neurology, Poznań University of Medical Sciences, Poznan, Poland
| | - Magdalena Figlerowicz
- Department of Infectious Diseases and Child Neurology, Poznań University of Medical Sciences, Poznan, Poland
| | - Katarzyna Mazur-Melewska
- Department of Infectious Diseases and Child Neurology, Poznań University of Medical Sciences, Poznan, Poland
| | - Paulina Potocka
- Department of Pediatric Infectious Diseases, Medical University of Białystok, Białystok, Poland
| | - Artur Sulik
- Department of Pediatric Infectious Diseases, Medical University of Białystok, Białystok, Poland
| | - Barbara Hasiec
- Department of Childrens Infectious Diseases, Provincial Jan Boży Hospital in Lublin, Lublin, Poland
| | - Martyna Stani
- Department of Childrens Infectious Diseases, Provincial Jan Boży Hospital in Lublin, Lublin, Poland
| | - Paulina Frańczak-Chmura
- Department of Childrens Infectious Diseases, Provincial Jan Boży Hospital in Lublin, Lublin, Poland
| | | | | | - Przemysław Ciechanowski
- Department of Pediatrics and Infectious Diseases, Regional Hospital in Szczecin, Szczecin, Poland
| | - Joanna Łasecka-Zadrożna
- Department of Pediatrics and Infectious Diseases, Regional Hospital in Szczecin, Szczecin, Poland
| | - Izabela Zaleska
- Department of Pediatrics and Infectious Diseases, Wrocław Medical University, Wroclaw, Poland
| | - Leszek Szenborn
- Department of Pediatrics and Infectious Diseases, Wrocław Medical University, Wroclaw, Poland
| | - Urszula Dryja
- Department of Pediatrics Infectious Diseases, Medical University of Łódź, Łódź, Poland
| | - Ernest Kuchar
- Department of Pediatrics With Clinical Assessment Unit, Medical University of Warsaw, Warsaw, Poland
| | - Sławomira Niedźwiecka
- Department of Pediatrics Infectious Diseases, Pomeranian Center of Infectious Diseases and Tuberculosis in Gdańsk, Gdansk, Poland
| | - Bolesław Kalicki
- Department of Pediatrics, Pediatrics Nephrology and Allergology, Military Institute of Medicine, Warsaw, Poland
| | - Robert Flisiak
- Department of Infectious Diseases and Hepatology, Medical University of Białystok, Bialystok, Poland
| | - Małgorzata Pawłowska
- Department of Infectious Diseases and Hepatology, Faculty of Medicine, Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Poland
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Jiang AZ, Nian F, Chen H, McBean EA. Passive Samplers, an Important Tool for Continuous Monitoring of the COVID-19 Pandemic. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:32326-32334. [PMID: 35137317 PMCID: PMC9072756 DOI: 10.1007/s11356-022-19073-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 02/02/2022] [Indexed: 05/05/2023]
Abstract
The global pandemic caused by COVID-19 has resulted in major costs around the world, costs with dimensions in every aspect, from peoples' daily living to the global economy. As the pandemic progresses, the virus evolves, and more vaccines become available, and the 'battle against the virus' continues. As part of the battle, Wastewater-Based Epidemiology (WBE) technologies are being widely deployed in essential roles for SARS-CoV-2 detection and monitoring. While focusing on demonstrating the advantages of passive samplers as a tool in WBE, this review provides a holistic view of the current WBE applications in monitoring SARS-CoV-2 with the integration of the most up-to-date data. A novel scenario example based on a recent Nanjing (China) outbreak in July 2021 is used to illustrate the potential benefits of using passive samplers to monitor COVID-19 and to facilitate effective control of future major outbreaks. The presented contents and how the application of passive samplers indicates that this technology can be beneficial at different levels, varying from building to community to regional. Countries and regions that have the pandemic well under control or have low positive case occurrences have the potential to significantly benefit from deploying passive samplers as a measure to identify and suppress outbreaks.
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Affiliation(s)
- Albert Z. Jiang
- School of Engineering, University of Guelph, 50 Stone Rd. E, Guelph, N1G 2W1 Canada
| | - Fulin Nian
- Department of Digestive, Shanghai Pudong Hospital, Fudan University Affiliated Pudong Medical Center, 2800 Gongwei Road, Shanghai, 201399 China
| | - Han Chen
- College of Environmental Science and Engineering/Sino-Canada Joint R&D Centre for Water and Environmental Safety, Nankai University, Tianjin, 300071 China
| | - Edward A. McBean
- School of Engineering, University of Guelph, 50 Stone Rd. E, Guelph, N1G 2W1 Canada
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Babajide OI, Ogbon EO, Adelodun A, Agbalajobi O, Ogunsesan Y. COVID‐19 and acute pancreatitis: A systematic review. JGH Open 2022; 6:231-235. [PMID: 35475200 PMCID: PMC9021704 DOI: 10.1002/jgh3.12729] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/04/2022] [Accepted: 03/09/2022] [Indexed: 01/08/2023]
Affiliation(s)
| | - Ekwevugbe Ochuko Ogbon
- Department of Internal Medicine Michigan State University, Hurley Medical Center Flint Michigan USA
| | - Anuoluwapo Adelodun
- Department of Internal Medicine Harlem Hospital Center, Columbia University New York City New York USA
| | - Olufunso Agbalajobi
- Department of Medicine / Division of Internal Medicine University of Pittsburgh Medical Center Pittsburgh Pennsylvania USA
| | - Yetunde Ogunsesan
- Winthrop Rockefeller Cancer Institute University of Arkansas for Medical Sciences (UAMS) Myeloma Center Little Rock Arkansas USA
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Maan HS, Chaurasia D, Kapoor G, Dave L, Siddiqui A, Pal S, Singh HO, Biswas D, Chowdhary R. Intestinal viral infections of nSARS-CoV2 in the Indian community: Risk of virus spread in India. J Med Virol 2022; 94:1315-1329. [PMID: 34825708 PMCID: PMC9015588 DOI: 10.1002/jmv.27480] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 11/14/2021] [Accepted: 11/24/2021] [Indexed: 12/15/2022]
Abstract
In December 2019, novel severe acute respiratory syndrome coronavirus 2 (nSARS-CoV-2) virus outbreaks emerged from Wuhan, China, and spread all over the world, including India. Molecular diagnosis of Coronavirus Disease 2019 (COVID) 19 for densely and highly populated countries like India is time-consuming. A few reports have described the successful diagnosis of nSARS-CoV-2 virus from sewage and wastewater samples contaminated with fecal matter, suggesting the diagnosis of COVID 19 from the same to raise an alarm about the community transmission of virus for implementation of evacuation and lockdown strategies. So far, the association between the detection of virus and its concentration in stool samples with severity of the disease and the presence or absence of gastrointestinal symptoms have been rarely reported. We led the search utilizing multiple databases, specifically PubMed (Medline), EMBASE, and Google Scholar. We conducted a literature survey on gastrointestinal infection and the spread of this virus through fecal-oral transmission. Reports suggested that the existence and persistence of nSARS-CoV-2 in anal/rectal swabs and stool specimens for a longer period of time than in nasopharyngeal swabs provides a strong tenable outcome of gastrointestinal contamination and dissemination of this infection via potential fecal-oral transmission. This review may be helpful to conduct further studies to address the enteric involvement and excretion of nSARS-CoV-2 RNA in feces and control the community spread in both COVID-19 patients ahead of the onset of symptoms and in asymptomatic individuals through wastewater and sewage surveillance as an early indication of infection. The existence of the viral genome and active viral particle actively participate in genomic variations. Hence, we comprehended the enteric spread of different viruses amongst communities with special reference to nSARS-CoV-2.
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Affiliation(s)
- Harjeet S. Maan
- State Virology Laboratory, Department of MicrobiologyGandhi Medical CollegeBhopalMadhya PradeshIndia
| | - Deepti Chaurasia
- Department of MicrobiologyGandhi Medical CollegeBhopalMadhya PradeshIndia
| | - Garima Kapoor
- Department of MicrobiologyGandhi Medical CollegeBhopalMadhya PradeshIndia
| | - Lokendra Dave
- Department of Respiratory MedicineGandhi Medical CollegeBhopalMadhya PradeshIndia
| | - Arshi Siddiqui
- Department of BiotechnologyBarkatullah UniversityBhopalMadhya PradeshIndia
| | - Savita Pal
- Department of BiochemistryCentral Drug Research InstituteLucknowUttar PradeshIndia
| | - Hari O. Singh
- Division of Molecular Biology, Indian Council of Medical ResearchNational AIDS Research InstitutePuneMaharashtraIndia
| | - Debasis Biswas
- Department of MicrobiologyAll India Institute of Medical Sciences BhopalBhopalMadhya PradeshIndia
| | - Rashmi Chowdhary
- Department of BiochemistryAll India Institute of Medical Sciences BhopalBhopalMadhya PradeshIndia
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Landstrom M, Braun E, Larson E, Miller M, Holm GH. Efficacy of SARS-CoV-2 wastewater surveillance for detection of COVID-19 at a residential private college. FEMS MICROBES 2022; 3:xtac008. [PMID: 37332494 PMCID: PMC10117736 DOI: 10.1093/femsmc/xtac008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 12/17/2021] [Accepted: 03/14/2022] [Indexed: 09/18/2024] Open
Abstract
Many colleges and universities utilized wastewater surveillance testing for SARS-CoV-2 RNA as a tool to help monitor and mitigate the COVID-19 pandemic on campuses across the USA during the 2020-2021 academic year. We sought to assess the efficacy of one such program by analyzing data on relative wastewater RNA levels from residential buildings in relation to SARS-CoV-2 cases identified through individual surveillance testing, conducted largely independent of wastewater results. Almost 80% of the cases on campus were associated with positive wastewater tests, resulting in an overall positive predictive value of 79% (Chi square 48.1, Df = 1, P < 0.001). However, half of the positive wastewater samples occurred in the two weeks following the return of a student to the residence hall following the 10-day isolation period, and therefore were not useful in predicting new infections. When these samples were excluded, the positive predictive value of a positive wastewater sample was 54%. Overall, we conclude that the continued shedding of viral RNA by patients past the time of potential transmission confounds the identification of new cases using wastewater surveillance, and decreases its effectiveness in managing SARS-CoV-2 infections on a residential college campus.
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Affiliation(s)
- Michelle Landstrom
- Department of Biology , Colgate University, 13 Oak Dr. Hamilton, NY 13346, USA
| | - Evan Braun
- Department of Biology , Colgate University, 13 Oak Dr. Hamilton, NY 13346, USA
| | - Ellen Larson
- Student Health Services, Colgate University, 13 Oak Dr., Hamilton, NY 13346, USA
| | - Merrill Miller
- Student Health Services, Colgate University, 13 Oak Dr., Hamilton, NY 13346, USA
| | - Geoffrey H Holm
- Department of Biology , Colgate University, 13 Oak Dr. Hamilton, NY 13346, USA
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El Taha L, Beyrouthy C, Tamim H, Ghazeeri G. Knowledge and attitudes among Lebanese pregnant women and women seeking fertility treatment during the COVID-19 outbreak: a cross-sectional survey. BMJ Open 2022; 12:e057873. [PMID: 35296487 PMCID: PMC8927896 DOI: 10.1136/bmjopen-2021-057873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVES COVID-19 has been recognised as a global health emergency necessitating collaborative efforts to halt further disease spread. The success of public health interventions and vaccination campaigns is contingent on the knowledge and awareness level of the public. We aim to assess COVID-19 knowledge and attitudes among Lebanese pregnant women and women seeking fertility treatment. DESIGN Cross-sectional study using telehealth administered survey. SETTING University-affiliated tertiary care centre. PARTICIPANTS The data of 402-Lebanese women pregnant or seeking fertility treatment aged 20-45 years were analysed. OUTCOME MEASURES Extent of COVID-19 general knowledge, pregnancy-specific knowledge and attitudes toward COVID-19 practices. RESULTS All participants reported being knowledgeable about COVID-19, 70% of which rated their knowledge as 7 or more on a numerical scale of 0-10. The mean general COVID-19 knowledge was 22.15 (SD 2.44, range 14-27) indicating a high level of knowledge. The mean pregnancy-specific COVID-19 knowledge 6.84 (SD 2.061, range 0-10) indicated poorer pregnancy-specific knowledge compared with general COVID-19 knowledge. A trend towards higher knowledge was noted with higher income status. Reproductive age women with higher pregnancy-specific knowledge had more positive attitudes toward COVID-19 pregnancy practices. CONCLUSION Our findings suggest a deficiency in pregnancy-specific COVID-19 knowledge stressing the necessity for targeted public health education interventions. It highlights the need for enhancing COVID-19 pregnancy-specific awareness which can serve as a stepping stone in the success of COVID-19 vaccination campaigns and in halting further disease spread.
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Affiliation(s)
- Lina El Taha
- Department of Obstetrics and Gynecology, American University of Beirut Medical Center, Beirut, Lebanon
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Haifa Idriss Fertility Center, American University of Beirut Medical Center, Beirut, Lebanon
| | - Christine Beyrouthy
- Department of Obstetrics and Gynecology, American University of Beirut Medical Center, Beirut, Lebanon
| | - Hani Tamim
- Department of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon
- Clinical Research Institute, American University of Beirut Medical Center, Beirut, Lebanon
| | - Ghina Ghazeeri
- Department of Obstetrics and Gynecology, American University of Beirut Medical Center, Beirut, Lebanon
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Haifa Idriss Fertility Center, American University of Beirut Medical Center, Beirut, Lebanon
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Wilson M, Qiu Y, Yu J, Lee BE, McCarthy DT, Pang X. Comparison of Auto Sampling and Passive Sampling Methods for SARS-CoV-2 Detection in Wastewater. Pathogens 2022; 11:359. [PMID: 35335683 PMCID: PMC8955177 DOI: 10.3390/pathogens11030359] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 03/04/2022] [Accepted: 03/09/2022] [Indexed: 01/06/2023] Open
Abstract
Wastewater-based surveillance is emerging as an important tool for the COVID-19 pandemic trending. Current methods of wastewater collection, such as grab and auto-composite sampling, have drawbacks that impede effective surveillance, especially from small catchments with limited accessibility. Passive samplers, which are more cost-effective and require fewer resources to process, are promising candidates for monitoring wastewater for SARS-CoV-2. Here, we compared traditional auto sampling with passive sampling for SARS-CoV-2 detection in wastewater. A torpedo-style 3D-printed passive sampler device containing both cotton swabs and electronegative filter membranes was used. Between April and June 2021, fifteen passive samplers were placed at a local hospital's wastewater outflow alongside an autosampler. Reverse transcription and quantitative polymerase chain reaction (RT-qPCR) was used to detect SARS-CoV-2 in the samples after processing and RNA extraction. The swab and membrane of the passive sampler showed similar detection rates and cycle threshold (Ct) values for SARS-CoV-2 RNA for the N1 and N2 gene targets. The passive method performed as well as the grab/auto sampling, with no significant differences between N1 and N2 Ct values. There were discrepant results on two days with negative grab/auto samples and positive passive samples, which might be related to the longer duration of passive sampling in the study. Overall, the passive sampler was rapid, reliable, and cost-effective, and could be used as an alternative sampling method for the detection of SARS-CoV-2 in wastewater.
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Affiliation(s)
- Melissa Wilson
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB T6G 2B7, Canada; (M.W.); (J.Y.); (X.P.)
| | - Yuanyuan Qiu
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB T6G 2B7, Canada; (M.W.); (J.Y.); (X.P.)
| | - Jiaao Yu
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB T6G 2B7, Canada; (M.W.); (J.Y.); (X.P.)
| | - Bonita E. Lee
- Department of Pediatrics, University of Alberta, Edmonton, AB T6G 1C9, Canada;
| | - David T. McCarthy
- Environmental and Public Health Microbiology Laboratory (EPHM Lab), Department of Civil Engineering, Monash University, Clayton, VIC 3800, Australia;
| | - Xiaoli Pang
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, AB T6G 2B7, Canada; (M.W.); (J.Y.); (X.P.)
- Public Health Laboratories (ProvLab), Alberta Precision Laboratories (APL), Edmonton, AB T6G 2J2, Canada
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Qiu Y, Yu J, Pabbaraju K, Lee BE, Gao T, Ashbolt NJ, Hrudey SE, Diggle M, Tipples G, Maal-Bared R, Pang X. Validating and optimizing the method for molecular detection and quantification of SARS-CoV-2 in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 812:151434. [PMID: 34742974 PMCID: PMC8568330 DOI: 10.1016/j.scitotenv.2021.151434] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 10/29/2021] [Accepted: 10/31/2021] [Indexed: 05/18/2023]
Abstract
Wastewater surveillance of SARS-CoV-2 has become a promising tool to estimate population-level changes in community infections and the prevalence of COVID-19 disease. Although many studies have reported the detection and quantification of SARS-CoV-2 in wastewater, remarkable variation remains in the methodology. In this study, we validated a molecular testing method by concentrating viruses from wastewater using ultrafiltration and detecting SARS-CoV-2 using one-step RT-qPCR assay. The following parameters were optimized including sample storage condition, wastewater pH, RNA extraction and RT-qPCR assay by quantification of SARS-CoV-2 or spiked human coronavirus strain 229E (hCoV-229E). Wastewater samples stored at 4 °C after collection showed significantly enhanced detection of SARS-CoV-2 with approximately 2-3 PCR-cycle threshold (Ct) values less when compared to samples stored at -20 °C. Pre-adjustment of the wastewater pH to 9.6 to aid virus desorption followed by pH readjustment to neutral after solid removal significantly increased the recovery of spiked hCoV-229E. Of the five commercially available RNA isolation kits evaluated, the MagMAX-96 viral RNA isolation kit showed the best recovery of hCoV-229E (50.1 ± 20.1%). Compared with two-step RT-qPCR, one-step RT-qPCR improved sensitivity for SARS-CoV-2 detection. Salmon DNA was included for monitoring PCR inhibition and pepper mild mottle virus (PMMoV), a fecal indicator indigenous to wastewater, was used to normalize SARS-CoV-2 levels in wastewater. Our method for molecular detection of SARS-CoV-2 in wastewater provides a useful tool for public health surveillance of COVID-19.
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Affiliation(s)
- Yuanyuan Qiu
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Jiaao Yu
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Kanti Pabbaraju
- Public Health Laboratories (ProvLab), Alberta Precision Laboratories (APL), Calgary, Alberta, Canada
| | - Bonita E Lee
- Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Tiejun Gao
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Nicholas J Ashbolt
- Faculty of Science and Engineering, Southern Cross University, Lismore, New South Wales, Australia
| | - Steve E Hrudey
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada
| | - Mathew Diggle
- Public Health Laboratories (ProvLab), Alberta Precision Laboratories (APL), Edmonton, Alberta, Canada
| | - Graham Tipples
- Public Health Laboratories (ProvLab), Alberta Precision Laboratories (APL), Edmonton, Alberta, Canada
| | | | - Xiaoli Pang
- Department of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada; Public Health Laboratories (ProvLab), Alberta Precision Laboratories (APL), Edmonton, Alberta, Canada.
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63
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Twigg C, Wenk J. Review and Meta‐Analysis: SARS‐CoV‐2 and Enveloped Virus Detection in Feces and Wastewater. CHEMBIOENG REVIEWS 2022. [PMCID: PMC9083821 DOI: 10.1002/cben.202100039] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Detection and quantification of viruses supplies key information on their spread and allows risk assessment for public health. In wastewater, existing detection methods have been focusing on non‐enveloped enteric viruses due to enveloped virus transmission, such as coronaviruses, by the fecal‐oral route being less likely. Since the beginning of the SARS‐CoV‐2 pandemic, interest and importance of enveloped virus detection in wastewater has increased. Here, quantitative studies on SARS‐CoV‐2 occurrence in feces and raw wastewater and other enveloped viruses via quantitative real‐time reverse transcription polymerase chain reaction (RT‐qPCR) during the early stage of the pandemic until April 2021 are reviewed, including statistical evaluation of the positive detection rate and efficiency throughout the detection process involving concentration, extraction, and amplification stages. Optimized and aligned sampling protocols and concentration methods for enveloped viruses, along with SARS‐CoV‐2 surrogates, in wastewater environments may improve low and variable recovery rates providing increased detection efficiency and comparable data on viral load measured across different studies.
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Affiliation(s)
- Charlotte Twigg
- University of Bath Department of Chemical Engineering and Water Innovation and Research Centre (WIRC@Bath) Claverton Down BA2 7AY Bath Somerset United Kingdom
| | - Jannis Wenk
- University of Bath Department of Chemical Engineering and Water Innovation and Research Centre (WIRC@Bath) Claverton Down BA2 7AY Bath Somerset United Kingdom
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Kaya D, Niemeier D, Ahmed W, Kjellerup BV. Evaluation of multiple analytical methods for SARS-CoV-2 surveillance in wastewater samples. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 808:152033. [PMID: 34883175 PMCID: PMC8648376 DOI: 10.1016/j.scitotenv.2021.152033] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 11/21/2021] [Accepted: 11/24/2021] [Indexed: 05/06/2023]
Abstract
In this study, 14 virus concentration protocols based on centrifugation, filtration, polyethylene glycol (PEG) precipitation and ultrafiltration were tested for their efficacy for the quantification of SARS-CoV-2 in wastewater samples. These protocols were paired with four RNA extraction procedures resulting in a combination of 50 unique approaches. Bovine respiratory syncytial virus (BRSV) was used as a process control and seeded in each wastewater sample subjected to all 50 protocols. The recovery of BRSV obtained through the application of 50 unique approaches ranged from <0.03 to 64.7% (±1.6%). Combination of centrifugation as the solid removal step, ultrafiltration (Amicon-UF-15; 100 kDa cut-off; protocol 9) as the primary virus concentration method, and Zymo Quick-RNA extraction kit provided the highest BRSV recovery (64.7 ± 1.6%). To determine the impact of prolonged storage of large wastewater sample volume (900 mL) at -20 °C on enveloped virus decay, the BRSV seeded wastewaters samples were stored at -20 °C up to 110 days and analyzed using the most efficient concentration (protocol 9) and extraction (Zymo Quick-RNA kit) methods. BRSV RNA followed a first-order decay rate (k = 0.04/h with r2 = 0.99) in wastewater. Finally, 21 wastewater influent samples from five wastewater treatment plants (WWTPs) in southern Maryland, USA were analyzed between May to August 2020 to determine SARS-CoV-2 RNA concentrations. SARS-CoV-2 RNA was quantifiable in 17/21 (81%) of the influent wastewater samples with concentration ranging from 1.10 (±0.10) × 104 to 2.38 (±0.16) × 106 gene copies/L. Among the RT-qPCR assays tested, US CDC N1 assay was the most sensitive followed by US CDC N2, E_Sarbeco, and RdRp assays. Data presented in this study may enhance our understanding on the effective concentration and extraction of SARS-CoV-2 from wastewater.
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Affiliation(s)
- Devrim Kaya
- Department of Civil and Environmental Engineering, 1147 Glenn L. Martin Hall, USA.
| | - Debra Niemeier
- Department of Civil and Environmental Engineering, 1147 Glenn L. Martin Hall, USA; Maryland Transportation Institute, 3244 Jeong H. Kim Engineering Bldng, University of Maryland, College Park, MD 20742, USA
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Dutton Park 4102, QLD, Australia
| | - Birthe V Kjellerup
- Department of Civil and Environmental Engineering, 1147 Glenn L. Martin Hall, USA.
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Dharmadhikari T, Rajput V, Yadav R, Boargaonkar R, Patil D, Kale S, Kamble SP, Dastager SG, Dharne MS. High throughput sequencing based direct detection of SARS-CoV-2 fragments in wastewater of Pune, West India. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 807:151038. [PMID: 34688738 PMCID: PMC8530769 DOI: 10.1016/j.scitotenv.2021.151038] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 09/28/2021] [Accepted: 10/13/2021] [Indexed: 05/20/2023]
Abstract
Given a large number of SARS-CoV-2 infected individuals, clinical detection has proved challenging. The wastewater-based epidemiological paradigm would cover the clinically escaped asymptomatic individuals owing to the faecal shedding of the virus. We hypothesised using wastewater as a valuable resource for analysing SARS-CoV-2 mutations circulating in the wastewater of Pune region (Maharashtra; India), one of the most affected during the covid-19 pandemic. We conducted study in open wastewater drains from December 2020-March 2021 to assess the presence of SARS-CoV-2 nucleic acid and further detect mutations using ARTIC protocol of MinION sequencing. The analysis revealed 108 mutations across six samples categorised into 39 types of mutations. We report the occurrence of mutations associated with Delta variant lineage in March-2021 samples, simultaneously also reported as a Variant of Concern (VoC) responsible for the rapid increase in infections. The study also revealed four mutations; S:N801, S:C480R, NSP14:C279F and NSP3:L550del not currently reported from wastewater or clinical data in India but reported worldwide. Further, a novel mutation NSP13:G206F mapping to NSP13 region was observed from wastewater. Notably, S:P1140del mutation was detected in December 2020 samples while it was reported in February 2021 from clinical data, indicating the instrumentality of wastewater data in early detection. This is the first study in India to demonstrate utility of sequencing in wastewater-based epidemiology to identify mutations associated with SARS-CoV-2 virus fragments from wastewater as an early warning indicator system.
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Affiliation(s)
- Tanmay Dharmadhikari
- National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune 411008, India
| | - Vinay Rajput
- National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune 411008, India
| | - Rakeshkumar Yadav
- National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune 411008, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | | | - Dhawal Patil
- Ecosan Services Foundation (ESF), Pune 411030, India
| | - Saurabh Kale
- Ecosan Services Foundation (ESF), Pune 411030, India
| | - Sanjay P Kamble
- Chemical Engineering and Process Development Division, CSIR-National Chemical Laboratory, Pune 411008, India
| | - Syed G Dastager
- National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune 411008, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India
| | - Mahesh S Dharne
- National Collection of Industrial Microorganisms (NCIM), Biochemical Sciences Division, CSIR-National Chemical Laboratory, Pune 411008, India; Academy of Scientific and Innovative Research (AcSIR), Ghaziabad 201002, India.
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66
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Kwaghe VG, Habib ZG, Akor AA, Thairu Y, Bawa A, Adebayo FO, Kwaghe AV, Usman G, Idoko G, Oluseugun A, Ekele BA. Clinical characteristics and outcome of the first 200 patients hospitalized with coronavirus disease-2019 at a treatment center in Abuja, Nigeria: a retrospective study. Pan Afr Med J 2022; 41:118. [PMID: 35465381 PMCID: PMC8994461 DOI: 10.11604/pamj.2022.41.118.26594] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Accepted: 01/29/2022] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION globally, the ravaging effect of the coronavirus disease-2019 (COVID-19), pandemic is evident on public health and the global economy. We aimed at describing the clinical characteristic and management outcome of COVID-19 patients in Abuja, Nigeria. METHODS we conducted a retrospective study by reviewing the hospital charts of the first 200 COVID-19 patients admitted at the isolation center, University of Abuja Teaching Hospital (UATH), Gwagwalada. Extracted data includes; demographic data, clinical symptoms, underlying comorbidities, and clinical outcomes. The outcome of interest was either discharged or died. Data was analyzed using the Statistical Package for Social Sciences (SPSS) version 20.0. RESULTS the median age was 45 years (range 2-84 years). Majority of the patients were males (66.5%). The most affected age group was 50-59 years (21%). Children and adolescents were least affected; less than 10 years constituted 2.5% and 10-19 years constituted 4.5%. The commonest symptoms at presentation were fever (94%) and cough (92%). Ninety-four patients (47%) had underlying comorbidities; the commonest was hypertension (36%). Based on disease severity; 126 (63%) had mild disease, 22 (11%) had moderate disease and 52 (26%) had severe disease. The commonest complication was Acute Respiratory Distress Syndrome (ARDS) seen in 29 (14.5%) patients. Out of the 200 cases managed, 189 (94.5%) were discharged in a stable condition while 11 (5.5%) died. Patients with under lying comorbidities had 9.6% death rate while those without comorbidities had 1.9% death rate. CONCLUSION among Nigerian patients', COVID-19 affects males more than females while children and adolescents were least affected. The study highlighted the clinical features of COVID-19 patients. The overall mortality rate is low among Nigerian patients compared to patients in the USA and Europe. This study shows that advanced age, presence of underlying comorbidities and disease severity is associated with the risk of dying from COVID-19.
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Affiliation(s)
- Vivian Gga Kwaghe
- Department of Internal Medicine, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria,,Corresponding author: Vivian Gga Kwaghe, Department of Internal Medicine, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria.
| | - Zaiyad Garba Habib
- Department of Internal Medicine, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Alexander Agada Akor
- Department of Internal Medicine, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Yunusa Thairu
- Department of Microbiology, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Anthony Bawa
- Department of Pediatrics, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Francis Olayemi Adebayo
- Department of Obstetrics and Gynaecology, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Ayi Vandi Kwaghe
- Nigeria Field Epidemiology and Laboratory Training Programme, Abuja,,Department of Veterinary and Pest Control Services, Federal Ministry of Agriculture and Rural Development, Abuja, Nigeria
| | - Galadima Usman
- Department of Internal Medicine, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Godwin Idoko
- Department of Anaesthesia, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Akintola Oluseugun
- Department of Anaesthesia, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
| | - Bissallah Ahmed Ekele
- Department of Obstetrics and Gynaecology, University of Abuja Teaching Hospital, Gwagwalada, Abuja, Nigeria
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Cheng CC, Liu CC, Yen JC, Chiu TF, Liu YN, Hsueh TY, Hsiao SH. Systematic Screening for SARS-CoV-2 to Detect Asymptomatic Infections: An Epitome of Taiwan's Outbreak. THE CANADIAN JOURNAL OF INFECTIOUS DISEASES & MEDICAL MICROBIOLOGY = JOURNAL CANADIEN DES MALADIES INFECTIEUSES ET DE LA MICROBIOLOGIE MEDICALE 2022; 2022:6441339. [PMID: 35178135 PMCID: PMC8847028 DOI: 10.1155/2022/6441339] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 12/28/2021] [Accepted: 01/03/2022] [Indexed: 01/08/2023]
Abstract
BACKGROUND Increased studies have revealed that asymptomatic carriers substantially impact the epidemic and that asymptomatic transmission is very common. Therefore, the asymptomatic transmission threat to the spread of the pandemic should not be neglected. METHODS The local outbreak in Taiwan, especially in Taipei City, is unprecedented and paramount and has claimed hundreds of lives, tens of thousands of cases, and enormous economic costs. As care providers and gatekeepers of infectious diseases, Taipei City Hospital has to perform regular polymerase chain reaction (PCR) results of admitted patients and healthcare workers (HCWs) to achieve these goals. RESULTS In this study, the results revealed a low positive rate of less than 1%, but the asymptomatic proportions could range from 42% to 46%, which bolsters that systematic screening was effective in controlling coronavirus disease-19 (COVID-19) of Novel Coronavirus or Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV-2) and might be an exemplar to other similar scenarios. Universal screening of admitted patients may be important and necessary, especially in asymptomatic patients. CONCLUSIONS Regular screening for healthcare providers is also important during this pandemic, and it is recommended that admitted patients and healthcare providers undergo systemic PCR testing.
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Affiliation(s)
- Chih-Chien Cheng
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
- Department of Obstetrics and Gynecology, Taipei City Hospital, Zhongxiao Branch, Taipei, Taiwan
- Taipei City University, Taipei, Taiwan
| | - Chia-Chen Liu
- School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Ju-Chuan Yen
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan
- Taipei City University, Taipei, Taiwan
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan
- Department of Ophthalmology, Taipei City Hospital, RenAi Branch, Taipei, Taiwan
| | - Ting-Fang Chiu
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan
- Taipei City University, Taipei, Taiwan
- Department of Pediatrics, Taipei City Hospital, Taipei, Taiwan
| | - Yi-Ning Liu
- Department of Education and Research, Taipei City Hospital, Taipei, Taiwan
| | - Thomas Y. Hsueh
- Division of Urology, Department of Surgery, Taipei City Hospital, RenAi Branch, Taipei, Taiwan
- Department of Urology, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Sheng-Huang Hsiao
- Department of Neurosurgery, Taipei City Hospital, RenAi Branch, Taipei, Taiwan
- National Chenchi University, Taipei, Taiwan
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Zhu Y, Oishi W, Maruo C, Bandara S, Lin M, Saito M, Kitajima M, Sano D. COVID-19 case prediction via wastewater surveillance in a low-prevalence urban community: a modeling approach. JOURNAL OF WATER AND HEALTH 2022; 20:459-470. [PMID: 36366998 DOI: 10.2166/wh.2022.183] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Estimating and predicting the epidemic size from wastewater surveillance results remains challenging for the practical implementation of wastewater-based epidemiology (WBE). In this study, by employing a highly sensitive detection method, we documented the time series of SARS-CoV-2 RNA occurrence in the wastewater influent from an urban community with a 360,000 population in Japan, from August 2020 to February 2021. The detection frequency of the viral RNA increased during the outbreak events of COVID-19 and the highest viral RNA concentration was recorded at the beginning of January 2021, amid the most serious outbreak event during the study period. We found that: (1) direct back-calculation still suffers from great uncertainty dominated by inconsistent detection and the varying gap between the observed wastewater viral load and the estimated patient viral load, and (2) the detection frequency correlated well with reported cases and the prediction of the latter can be carried out via data-driven modeling methods. Our results indicate that wastewater virus occurrence can contribute to epidemic surveillance in ways more than back-calculation, which may spawn future wastewater surveillance implementations.
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Affiliation(s)
- Yifan Zhu
- Department of Frontier Sciences for Advanced Environment, Graduate School of Environmental Studies, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan E-mail: ; These authors contributed equally to this work
| | - Wakana Oishi
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan; These authors contributed equally to this work
| | - Chikako Maruo
- Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan
| | - Sewwandi Bandara
- Department of Frontier Sciences for Advanced Environment, Graduate School of Environmental Studies, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan E-mail:
| | - Mu Lin
- Department of Frontier Sciences for Advanced Environment, Graduate School of Environmental Studies, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan E-mail:
| | - Mayuko Saito
- Department of Virology, Graduate School of Medicine, Tohoku University, 2-1 Seiryo-machi, Aoba-ku, Sendai, Miyagi 980-8575, Japan
| | - Masaaki Kitajima
- Division of Environmental Engineering, Faculty of Engineering, Hokkaido University, North 13 West 8, Kita-ku, Sapporo, Hokkaido 060-8628, Japan
| | - Daisuke Sano
- Department of Frontier Sciences for Advanced Environment, Graduate School of Environmental Studies, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan E-mail: ; Department of Civil and Environmental Engineering, Graduate School of Engineering, Tohoku University, Aoba 6-6-06, Aramaki, Aoba-ku, Sendai, Miyagi 980-8597, Japan; Research Institute for Humanity and Nature, 457-4 Kamigamo Motoyama, Kita Ward, Kyoto 603-8047, Japan
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Signorini L, Dolci M, Castelnuovo N, Crespi L, Incorvaia B, Bagnoli P, Parapini S, Basilico N, Galli C, Ambrogi F, Pariani E, Binda S, Ticozzi R, Ferrante P, Delbue S. Longitudinal, virological, and serological assessment of hospitalized COVID-19 patients. J Neurovirol 2022; 28:113-122. [PMID: 34997473 PMCID: PMC8740865 DOI: 10.1007/s13365-021-01029-0] [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: 09/02/2021] [Revised: 10/14/2021] [Accepted: 11/09/2021] [Indexed: 11/03/2022]
Abstract
Here we described the virological and serological assessment of 23 COVID-19 patients hospitalized and followed up in Milan, Italy, during the first wave of COVID-19 pandemic. Nasopharyngeal (NPS), anal swabs, and blood samples were collected from 23 COVID-19 patients, at hospital admission, and periodically up to discharge, for a median time of 20 days (3-83 days). RNA was isolated and tested for SARS-CoV-2 by qRT-PCR; anti-SARS-CoV-2 IgM and IgG antibody titers were evaluated in serum samples by ELISA. SARS-CoV-2 genome was detected in the NPS swabs of the 23 patients, at the admission, and 8/19 (42.1%) were still positive at the discharge. Anal swabs were positive to SARS-CoV-2 RNA detection in 20/23 (86.9%) patients; 6/19 (31.6%) were still positive at discharge. The mean time of RNA negative conversion was 17 days (4-36 days) and 33 days (4-77 days), for NPS and anal swabs, respectively. SARS-CoV-2-RNA was detected in the blood of 6/23 (26.1%) patients. Thirteen/23 (56.5%) and 17/23 (73.9%) patients were seropositive for IgM and IgG, respectively, at the admission, and the median IgM and IgG levels significantly (p < 0.05) increased after 13 days. Although the limited cohort size, our report provides evidence that SARS-CoV-2 is shed through multiple routes, with important implications in healthcare settings.
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Affiliation(s)
- Lucia Signorini
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Pascal 36, 20133 Milan, Italy
| | - Maria Dolci
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Pascal 36, 20133 Milan, Italy
| | - Nicolò Castelnuovo
- Istituto Clinico Città Studi (ICCS), Via Jommelli 17, 20133 Milan, Italy
| | - Luigia Crespi
- Istituto Clinico Città Studi (ICCS), Via Jommelli 17, 20133 Milan, Italy
| | - Barbara Incorvaia
- Istituto Clinico Città Studi (ICCS), Via Jommelli 17, 20133 Milan, Italy
| | - Pietro Bagnoli
- Istituto Clinico Città Studi (ICCS), Via Jommelli 17, 20133 Milan, Italy
| | - Silvia Parapini
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Nicoletta Basilico
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Pascal 36, 20133 Milan, Italy
| | - Cristina Galli
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Federico Ambrogi
- Department of Clinical and Community Sciences, University of Milan, Milan, Italy
- Scientific Directorate, IRCCS Policlinico San Donato, San Donato Milanese, Milan, Italy
| | - Elena Pariani
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Sandro Binda
- Department of Biomedical Sciences for Health, University of Milan, Milan, Italy
| | - Rosalia Ticozzi
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Pascal 36, 20133 Milan, Italy
| | - Pasquale Ferrante
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Pascal 36, 20133 Milan, Italy
- Istituto Clinico Città Studi (ICCS), Via Jommelli 17, 20133 Milan, Italy
| | - Serena Delbue
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via Pascal 36, 20133 Milan, Italy
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Teima AAA, Amer AA, Mohammed LI, Kasemy ZA, Aloshari SHA, Ahmed MM, Abuamer A, Shaban A, Elzohry HA, Abdelwahab SF, Abdallah HM, Abdelmageed SM, Sakr MA, Abdel-Samiee M. A cross-sectional study of gastrointestinal manifestations in COVID-19 Egyptian patients. Ann Med Surg (Lond) 2022; 74:103234. [PMID: 35035951 PMCID: PMC8748210 DOI: 10.1016/j.amsu.2021.103234] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 12/27/2021] [Accepted: 12/31/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The latest novel corona virus disease (COVID-19) pandemic shows a significant health concern. We aimed to study the prevalence of gastrointestinal symptoms among COVID-19 Egyptian patients. METHODS A cross-sectional study was carried out on 860 patients with COVID-19 infection classified according to Ministry of Health Program (MOHP) into three groups (280 patients with mild infection, 258 patients with moderate disease and 322 patients with severe disease). All patients were subjected to medical history, clinical examination, laboratory investigations, high-resolution computed tomography chest (HRCT chest) and other investigations when needed in some patients e.g., upper gastro-intestinal (GI) endoscopy, abdomino-pelvic ultrasound and ECHO. RESULTS Gastro-intestinal symptoms were present in 27.2% of the studied patients. The most common reported GIT symptoms were vomiting, diarrhea, abdominal/gastric pain, followed by nausea. GIT symptoms presence was significantly higher in severe cases in comparison to mild or moderate cases. C-reactive protein (CRP), serum ferritin, Aspartate aminotransferase (AST), bilirubin, and creatinine were significantly associated with the presence of GI symptoms. CONCLUSIONS GI symptoms are prevalent among COVID-19 patients, the most common were vomiting and diarrhea and were associated with COVID-19 severity.
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Key Words
- ACE2, angiotensin convertory enzyme 2
- ALT, alanine aminotransferase
- AST, Aspartate aminotransferase
- CO-RAD, COVID-19 Reporting and Data System
- COVID-19
- COVID-19, Corona virus disease
- CRP, C-reactive protein
- Fecal-oral viral transmission
- GI, Gastrointestinal
- GIT manifestations in COVID-19
- HRCT chest, high-resolution computed tomography chest
- IL, interleukin
- LDH, Lactate Dehydrogenase
- MOHP, Ministry of Health Program
- PCR, Polymearase chain reaction
- Pandemic
- TNF, tumor necrosis factor
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Affiliation(s)
| | - Amany Abas Amer
- Department of Tropical Medicine, Faculty of Medicine, Menoufia University, Shebin El-Kom, Egypt
| | | | - Zeinab A. Kasemy
- Department of Public Health and Community Medicine, Faculty of Medicine, Menoufia University, Shebin El-Kom, Egypt
| | - Samar HA. Aloshari
- Department of Public Health and Community Medicine, Faculty of Medicine, Taiz University, Yemen
| | - Mohamed Meligy Ahmed
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Ahmed Abuamer
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Ahmed Shaban
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Hassan Ahmed Elzohry
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Sayed F. Abdelwahab
- Department of Pharmaceutics and Industrial Pharmacy, Taif College of Pharmacy, Taif University, PO Box11099, Taif, 21944, Saudi Arabia
| | - Heba Mohamed Abdallah
- Department of Clinical Pathology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Sabry Moawad Abdelmageed
- Department of Clinical Biochemistry and Molecular Diagnostics, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
| | - Mohamed A. Sakr
- Medical Microbiology and Immunology Department, Faculty of Medicine, Suez University, Suez, Egypt
| | - Mohamed Abdel-Samiee
- Department of Hepatology and Gastroenterology, National Liver Institute, Menoufia University, Shebin El-Kom, Egypt
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Pourakbar M, Abdolahnejad A, Raeghi S, Ghayourdoost F, Yousefi R, Behnami A. Comprehensive investigation of SARS-CoV-2 fate in wastewater and finding the virus transfer and destruction route through conventional activated sludge and sequencing batch reactor. THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:151391. [PMID: 34740662 PMCID: PMC8563086 DOI: 10.1016/j.scitotenv.2021.151391] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/29/2021] [Accepted: 10/29/2021] [Indexed: 05/21/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA transmission route was thoroughly investigated in the hospital wastewater, sewage collection network, and wastewater treatment plants. Samples were taken on four occasions from December 2020 to April 2021. The performance of two different wastewater treatment processes of sequencing batch reactor (SBR) and conventional activated sludge (CAS) was studied for virus destruction. For this purpose, liquid phase, solid phase and bioaerosol samples were taken from different units of the investigated wastewater treatment plants (WWTPs). The results revealed that all untreated hospital wastewater samples were positive for SARS-CoV-2 RNA. The virus detection frequency increased when the number of hospitalized cases increased. Detection of viral RNA in the wastewater collection system exhibited higher load of virus in the generated wastewater in areas with poor socioeconomic conditions. Virus detection in the emitted bioaerosols in WWTPs showed that bioaerosols released from CAS with surface aeration contains SARS-CoV-2 RNA posing a potential threat to the working staff of the WWTPs. However, no viral RNA was detected in the bioaerosols of the SBR with diffused aeration system. Investigation of SARS-CoV-2 RNA in WWTPs showed high affinity of the virus to be accumulated in biosolids rather than transporting via liquid phase. Following the fate of virus in sludge revealed that it is completely destructed in anaerobic sludge treatment process. Therefore, based on the results of the present study, it can be concluded that receiving water resources could not be contaminated with virus, if the wastewater treatment processes work properly.
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Affiliation(s)
- Mojtaba Pourakbar
- Department of Environmental Health Engineering, Maragheh University of Medical Sciences, Maragheh, Iran
| | - Ali Abdolahnejad
- Department of Environmental Health Engineering, Maragheh University of Medical Sciences, Maragheh, Iran
| | - Saber Raeghi
- Department of Laboratory Sciences, Maragheh University of Medical Sciences, Maragheh, Iran
| | - Farhad Ghayourdoost
- Department of Environmental Health Engineering, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Roghayeh Yousefi
- Department of Environmental Health Engineering, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ali Behnami
- Department of Environmental Health Engineering, Maragheh University of Medical Sciences, Maragheh, Iran.
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Gwenzi W. Wastewater, waste, and water-based epidemiology (WWW-BE): A novel hypothesis and decision-support tool to unravel COVID-19 in low-income settings? THE SCIENCE OF THE TOTAL ENVIRONMENT 2022; 806:150680. [PMID: 34599955 PMCID: PMC8481624 DOI: 10.1016/j.scitotenv.2021.150680] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 09/22/2021] [Accepted: 09/26/2021] [Indexed: 05/02/2023]
Abstract
Traditional wastewater-based epidemiology (W-BE) relying on SARS-CoV-2 RNA detection in wastewater is attractive for understanding COVID-19. Yet traditional W-BE based on centralized wastewaters excludes putative SARS-CoV-2 reservoirs such as: (i) wastewaters from shared on-site sanitation facilities, (ii) solid waste including faecal sludge from non-flushing on-site sanitation systems, and COVID-19 personal protective equipment (PPE), (iii) raw/untreated water, and (iv) drinking water supply systems in low-income countries (LICs). A novel hypothesis and decision-support tool based on Wastewater (on-site sanitation, municipal sewer systems), solid Waste, and raw/untreated and drinking Water-based epidemiology (WWW-BE) is proposed for understanding COVID-19 in LICs. The WWW-BE conceptual framework, including components and principles is presented. Evidence on the presence of SARS-CoV-2 and its proxies in wastewaters, solid materials/waste (papers, metals, fabric, plastics), and raw/untreated surface water, groundwater and drinking water is discussed. Taken together, wastewaters from municipal sewer and on-site sanitation systems, solid waste such as faecal sludge and COVID-19 PPE, raw/untreated surface water and groundwater, and drinking water systems in LICs act as potential reservoirs that receive and harbour SARS-CoV-2, and then transmit it to humans. Hence, WWW-BE could serve a dual function in estimating the prevalence and potential transmission of COVID-19. Several applications of WWW-BE as a hypothesis and decision support tool in LICs are discussed. WWW-BE aggregates data from various infected persons in a spatial unit, hence, putatively requires less resources (analytical kits, personnel) than individual diagnostic testing, making it an ideal decision-support tool for LICs. The novelty, and a critique of WWW-BE versus traditional W-BE are presented. Potential challenges of WWW-BE include: (i) biohazards and biosafety risks, (ii) lack of expertise, analytical equipment, and accredited laboratories, and (iii) high uncertainties in estimates of COVID-19 cases. Future perspectives and research directions including key knowledge gaps and the application of novel and emerging technologies in WWW-BE are discussed.
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Affiliation(s)
- Willis Gwenzi
- Biosystems and Environmental Engineering Research Group, Department of Agricultural and Biosystems Engineering, Faculty of Agriculture, Environment and Food Systems, University of Zimbabwe, P. O. Box MP 167, Mount Pleasant, Harare, Zimbabwe.
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Andeobu L, Wibowo S, Grandhi S. Medical Waste from COVID-19 Pandemic-A Systematic Review of Management and Environmental Impacts in Australia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:1381. [PMID: 35162400 PMCID: PMC8835138 DOI: 10.3390/ijerph19031381] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 12/15/2022]
Abstract
The coronavirus (COVID-19) pandemic has created a global medical emergency. The unforeseen occurrence of a pandemic of this magnitude has resulted in overwhelming levels of medical waste and raises questions about management and disposal practices, and environmental impacts. The amount of medical waste generated from COVID-19 since the outbreak is estimated to be 2.6 million tons/day worldwide. In Australia, heaps of single-use gowns, facemasks/face shields, aprons, gloves, goggles, sanitizers, sharps, and syringes are disposed everyday as a result of the pandemic. Moreover, the establishment of new home/hotel quarantine facilities and isolation/quarantine centres in various Australian states and territories have increased the risks of transmission among people in these facilities and the likelihoods of general waste becoming contaminated with medical waste. This warrants the need to examine management and disposal practices implemented to reduce the transmission and spread of the virus. This study reviews the various management and disposal practices adopted in Australia for dealing with medical waste from the COVID-19 pandemic and their impacts on public health and the environment. To achieve the aims of this study, prior studies from 2019-2021 from various databases are collected and analysed. The study focuses on generation of medical waste from COVID-19, management and disposal methods, current problems/challenges and environmental and public health impacts. Considering the enormous risks involved and the significance of appropriate handling and disposal of medical waste from COVID-19, this study provides insights on short and long term responses towards managing COVID-19 waste in Australia. The study contributes to Australia's efforts against the transmission and spread of COVID-19 and provides recommendations for the development of workable and sustainable strategies for mitigating similar pandemics in the future.
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Affiliation(s)
- Lynda Andeobu
- School of Engineering and Technology, Central Queensland University, Melbourne 3000, Australia; (S.W.); (S.G.)
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Prolonged viral shedding in feces of children with COVID-19: a systematic review and synthesis of data. Eur J Pediatr 2022; 181:4011-4017. [PMID: 36114833 PMCID: PMC9483442 DOI: 10.1007/s00431-022-04622-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 08/25/2022] [Accepted: 09/09/2022] [Indexed: 11/17/2022]
Abstract
During the coronavirus disease 2019 (COVID-19) epidemic, many reports have indicated that children shed the virus longer than adults in stool, and that most of the children had mild or even asymptomatic infections, which increased the potential risk for feces to be a source of contamination and may play an important role in the spread of the virus. In this review, we collected relevant literature to summarize the duration of fecal viral shedding in children with COVID-19. We found that in about 60% of the cases, the fecal shedding time was between 28 and 42 days, which was much longer than that of adults. We further explored the possible reason for prolonged shedding and its the potential impact. The poor hand hygiene practices of children, their tendency to swallow sputum and/or saliva, the significant difference in expression of angiotensin-converting enzyme 2 (ACE2) in intestine between children and adults, and the variance in immune status and intestinal microbiome could be considered as potential casual agents of longer fecal viral shedding duration of children. Conclusion: Children with COVID-19 show prolonged fecal shedding compared to adults. Several mechanisms may be involved in the longer fecal viral shedding. Viral shedding in the stool could be contributing to a possible route of transmission. Therefore, we think that further preventive measures in children should be taken to reduce the spread of the disease. What is Known: • Children with COVID-19 are more likely to have asymptomatic infections and to experience mild symptoms. • Some patients continue to shed the virus in feces, despite respiratory samples testing negative. What is New: • Children with COVID-19 carried a longer-term fecal viral shedding than adults. • The poor hand hygiene practices of children, their tendency to swallow sputum and/or saliva, the difference in expression of ACE2 in intestine between children and adults, and the variance in immune status and intestinal microbiome could be considered as potential casual agents of longer fecal viral shedding duration of children.
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Sami N, Ahmad R, Afzal B, Naaz H, Fatma T. SARS-CoV-2 in the Environment: Its Transmission, Mitigation, and Prospective Strategies of Safety and Sustainability. REVIEWS OF ENVIRONMENTAL CONTAMINATION AND TOXICOLOGY 2022; 260:8. [PMCID: PMC9419920 DOI: 10.1007/s44169-022-00009-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
The emergence and spread of SARS-CoV-2 have threatened the world’s public health security. The COVID-19 pandemic has affected many countries and significantly smashed the global economy, and also affected the health of the environment. This has upraised many apprehensions about its high transmission rate. Even though the most important routes of its transmission include direct contact and respiratory droplets, the infection through non-direct contacts also plays an important role. The increasing demand for intensive healthcare, escalating death toll and disruption in supply chains and trade have directed to mass implementation of testing, quarantine, and lockdown to restrain virus transmission. The lockdown has been a boon and a bane as well when it comes to the health of the environment. It had improved the air and water quality since the industrial activities were banned and therefore there was no addition of pollutants in the environment, but the usage of plastic-based personal protective equipment (PPE) and other medical waste has simultaneously resulted in huge plastic pollution that is choking seas and marine lives. The precautionary measures given by the United Nations Environment Programme in its COVID response factsheets suggest ways to reduce medical waste and to prevent the spread of the present pandemic. The recent green innovations and environmental stringency programs have resulted in reducing the threats to the environment that would eventually help in inhibiting the spread of such pandemics. In addition, proper measures should be adopted to safeguard the complete health of humans and the environment to execute safety and sustainable development that will help in achieving a stable biome.
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Affiliation(s)
- Neha Sami
- Cyanobacterial Biotechnology Lab, Department of Biosciences, Jamia Millia Islamia, Maulana Mohammad Ali Jauhar Marg, Jamia Nagar, New Delhi, 110025 India
| | - Rakhshan Ahmad
- Cyanobacterial Biotechnology Lab, Department of Biosciences, Jamia Millia Islamia, Maulana Mohammad Ali Jauhar Marg, Jamia Nagar, New Delhi, 110025 India
| | - Bushra Afzal
- Cyanobacterial Biotechnology Lab, Department of Biosciences, Jamia Millia Islamia, Maulana Mohammad Ali Jauhar Marg, Jamia Nagar, New Delhi, 110025 India
| | - Haleema Naaz
- Cyanobacterial Biotechnology Lab, Department of Biosciences, Jamia Millia Islamia, Maulana Mohammad Ali Jauhar Marg, Jamia Nagar, New Delhi, 110025 India
| | - Tasneem Fatma
- Cyanobacterial Biotechnology Lab, Department of Biosciences, Jamia Millia Islamia, Maulana Mohammad Ali Jauhar Marg, Jamia Nagar, New Delhi, 110025 India
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Mily SJ, Akter KM, Jabin N, Mitra S, Emran TB, Nandi M, Baral SK, Uddin MZ, Mallick J, Paul A, Shah SUA, Rauf A, Khan IN, Mubarak MS. COVID-19 Infection in Pregnancy: A Review. Infect Disord Drug Targets 2022; 22:e050122199976. [PMID: 34986776 DOI: 10.2174/1871526522666220105111358] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 09/02/2021] [Accepted: 10/30/2021] [Indexed: 11/22/2022]
Abstract
Coronavirus disease 2019 (COVID-19), which is a highly contagious viral illness caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has had a catastrophic effect on the world's demographics, resulting in more than 3.8 million deaths worldwide and establishing itself as the most serious global health crisis since the 1918 influenza pandemic. Several questions remain unanswered regarding the effects of COVID-19 disease during pregnancy. Although most infections are mild in high-risk populations, the severe disease frequently leads to intubation, intensive care unit admission, and, in some cases, death. Hormonal and physiological changes in the immune and respiratory systems, cardiovascular function, and coagulation may affect the progression of COVID-19 disease in pregnancy. However, the consequences of coronavirus infection on implantation, fetal growth and development, labor, and newborn health have yet to be determined, and, consequently, a coordinated global effort is needed in this respect. Principles of management concerning COVID-19 in pregnancy include early isolation, aggressive infection control procedures, oxygen therapy, avoidance of fluid overload, consideration of empiric antibiotics (secondary to bacterial infection risk), laboratory testing for the virus and co-infection, fetal and uterine contraction monitoring, prevention, and / or treatment of thromboembolism early mechanical ventilation for progressive respiratory failure, individualized delivery planning, and a team-based approach with multispecialty consultations. This review focuses on COVID-19 during pregnancy, its management, and the area where further investigations are needed to reduce the risk to mothers and their newborns.
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Affiliation(s)
- Sabrina Jahan Mily
- Department of Gynaecology and Obstetrics, Banshkhali Upazila Health Complex, Jaldi Union, Chittagong 4390, Bangladesh
| | - Kazi Mahmuda Akter
- Department of Obstetrics and Gynaecology, Sir Salimullah Medical College Mitford Hospital, Dhaka 1100, Bangladesh
- Center for Biomedical Research and Training, M4Y 1R6, Ontario, Toronto, Canada
| | - Nowshin Jabin
- Department of Obstetrics and Gynaecology, Chittagong Medical College, Chittagong 4203, Bangladesh
| | - Saikat Mitra
- Department of Pharmacy, Faculty of Pharmacy, University of Dhaka, Dhaka 1000, Bangladesh
| | - Talha Bin Emran
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Monisha Nandi
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Sumit Kumar Baral
- Department of Microbiology, Jagannath University, Dhaka 1100, Bangladesh
| | - Md Zia Uddin
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Jewel Mallick
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
| | - Arkajyoti Paul
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong 4381, Bangladesh
- Department of Microbiology, Jagannath University, Dhaka 1100, Bangladesh
- Drug Discovery, GUSTO A Research Group, Chittagong 4000, Bangladesh
| | | | - Abdur Rauf
- Department of Chemistry, University of Swabi, K.P. Pakistan
| | - Ishaq N Khan
- Institute of Basic Medical Sciences, Khyber Medical University, Peshawar, 25100, Pakistan
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Cluzel N, Courbariaux M, Wang S, Moulin L, Wurtzer S, Bertrand I, Laurent K, Monfort P, Gantzer C, Guyader SL, Boni M, Mouchel JM, Maréchal V, Nuel G, Maday Y. A nationwide indicator to smooth and normalize heterogeneous SARS-CoV-2 RNA data in wastewater. ENVIRONMENT INTERNATIONAL 2022; 158:106998. [PMID: 34991258 PMCID: PMC8608586 DOI: 10.1016/j.envint.2021.106998] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 11/20/2021] [Accepted: 11/21/2021] [Indexed: 05/18/2023]
Abstract
Since many infected people experience no or few symptoms, the SARS-CoV-2 epidemic is frequently monitored through massive virus testing of the population, an approach that may be biased and may be difficult to sustain in low-income countries. Since SARS-CoV-2 RNA can be detected in stool samples, quantifying SARS-CoV-2 genome by RT-qPCR in wastewater treatment plants (WWTPs) has been carried out as a complementary tool to monitor virus circulation among human populations. However, measuring SARS-CoV-2 viral load in WWTPs can be affected by many experimental and environmental factors. To circumvent these limits, we propose here a novel indicator, the wastewater indicator (WWI), that partly reduces and corrects the noise associated with the SARS-CoV-2 genome quantification in wastewater (average noise reduction of 19%). All data processing results in an average correlation gain of 18% with the incidence rate. The WWI can take into account the censorship linked to the limit of quantification (LOQ), allows the automatic detection of outliers to be integrated into the smoothing algorithm, estimates the average measurement error committed on the samples and proposes a solution for inter-laboratory normalization in the absence of inter-laboratory assays (ILA). This method has been successfully applied in the context of Obépine, a French national network that has been quantifying SARS-CoV-2 genome in a representative sample of French WWTPs since March 5th 2020. By August 26th, 2021, 168 WWTPs were monitored in the French metropolitan and overseas territories of France. We detail the process of elaboration of this indicator, show that it is strongly correlated to the incidence rate and that the optimal time lag between these two signals is only a few days, making our indicator an efficient complement to the incidence rate. This alternative approach may be especially important to evaluate SARS-CoV-2 dynamics in human populations when the testing rate is low.
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Affiliation(s)
- Nicolas Cluzel
- Sorbonne Université, Maison des Modélisations Ingénieries et Technologies (SUMMIT), 75005 Paris, France.
| | - Marie Courbariaux
- Sorbonne Université, Maison des Modélisations Ingénieries et Technologies (SUMMIT), 75005 Paris, France
| | - Siyun Wang
- Sorbonne Université, Maison des Modélisations Ingénieries et Technologies (SUMMIT), 75005 Paris, France
| | - Laurent Moulin
- Eau de Paris, Département de Recherche, Développement et Qualité de l'Eau, 33 avenue Jean Jaurès, F-94200 Ivry sur Seine, France
| | - Sébastien Wurtzer
- Eau de Paris, Département de Recherche, Développement et Qualité de l'Eau, 33 avenue Jean Jaurès, F-94200 Ivry sur Seine, France
| | | | - Karine Laurent
- Sorbonne Université, Maison des Modélisations Ingénieries et Technologies (SUMMIT), 75005 Paris, France
| | - Patrick Monfort
- HydroSciences Montpellier, UMR 5151, Université de Montpellier, CNRS, IRD, F-34093 Montpellier, France
| | | | - Soizick Le Guyader
- Ifremer, laboratoire de Microbiologie, SG2M/LSEM, BP 21105, 44311 Nantes, France
| | - Mickaël Boni
- Institut de Recherche Biomédicale des Armées, 1 place Valérie André, F-91220 Brétigny-sur-Orge, France
| | - Jean-Marie Mouchel
- Sorbonne Université, CNRS, EPHE, UMR 7619 Metis, e-LTER Zone Atelier Seine, F-75005 Paris, France
| | - Vincent Maréchal
- Sorbonne Université, INSERM, Centre de Recherche Saint-Antoine, F-75012 Paris, France
| | - Grégory Nuel
- Stochastics and Biology Group, Probability and Statistics (LPSM, CNRS 8001), Sorbonne University, Campus Pierre et Marie Curie, 4 Place Jussieu, 75005 Paris, France
| | - Yvon Maday
- Sorbonne Université, CNRS, Université de Paris, Laboratoire Jacques-Louis Lions (LJLL), F-75005 Paris, France; Institut Universaire de France, France.
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Rahman HS, Abdulateef DS, Hussen NH, Salih AF, Othman HH, Mahmood Abdulla T, Omer SHS, Mohammed TH, Mohammed MO, Aziz MS, Abdullah R. Recent Advancements on COVID-19: A Comprehensive Review. Int J Gen Med 2021; 14:10351-10372. [PMID: 34992449 PMCID: PMC8713878 DOI: 10.2147/ijgm.s339475] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2021] [Accepted: 11/11/2021] [Indexed: 01/08/2023] Open
Abstract
Over the last few decades, there have been several global outbreaks of severe respiratory infections. The causes of these outbreaks were coronaviruses that had infected birds, mammals and humans. The outbreaks predominantly caused respiratory tract and gastrointestinal tract symptoms and other mild to very severe clinical signs. The current coronavirus disease-2019 (COVID-19) outbreak, caused by the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is a rapidly spreading illness affecting millions of people worldwide. Among the countries most affected by the disease are the United States of America (USA), India, Brazil, and Russia, with France recording the highest infection, morbidity, and mortality rates. Since early January 2021, thousands of articles have been published on COVID-19. Most of these articles were consistent with the reports on the mode of transmission, spread, duration, and severity of the sickness. Thus, this review comprehensively discusses the most critical aspects of COVID-19, including etiology, epidemiology, pathogenesis, clinical signs, transmission, pathological changes, diagnosis, treatment, prevention and control, and vaccination.
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Affiliation(s)
- Heshu Sulaiman Rahman
- Department of Physiology, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
- Department of Medical Laboratory Sciences, Komar University of Science and Technology, Sulaimaniyah, Republic of Iraq
| | - Darya Saeed Abdulateef
- Department of Physiology, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Narmin Hamaamin Hussen
- Department of Pharmacognosy and Pharmaceutical Chemistry, College of Pharmacy, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Aso Faiq Salih
- Department of Pediatrics, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Hemn Hassan Othman
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Trifa Mahmood Abdulla
- Department of Physiology, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Shirwan Hama Salih Omer
- Department of Physiology, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Talar Hamaali Mohammed
- Department of Physiology, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Mohammed Omar Mohammed
- Department of Medicine, College of Medicine, University of Sulaimani, Sulaimaniyah, Republic of Iraq
| | - Masrur Sleman Aziz
- Department of Biology, College of Education, Salahaddin University, Erbil, Republic of Iraq
| | - Rasedee Abdullah
- Faculty of Veterinary Medicine, Universiti Putra Malaysia, UPM, Serdang, Selangor, 43400, Malaysia
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79
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Barrios RE, Lim C, Kelley MS, Li X. SARS-CoV-2 concentrations in a wastewater collection system indicated potential COVID-19 hotspots at the zip code level. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 800:149480. [PMID: 34392211 PMCID: PMC8330136 DOI: 10.1016/j.scitotenv.2021.149480] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2021] [Revised: 07/31/2021] [Accepted: 08/01/2021] [Indexed: 05/03/2023]
Abstract
Wastewater based epidemiology (WBE) has been successfully applied for SARS-CoV-2 surveillance at the city and building levels. However, sampling at the city level does not provide sufficient spatial granularity to identify COVID-19 hotspots, while data from building-level sampling are too narrow in scope for broader public health application. The objective of this study was to examine the feasibility of using wastewater from wastewater collection systems (WCSs) to monitor COVID-19 hotspots at the zip code level. In this study, 24-h composite wastewater samples were collected from five manholes and two wastewater treatment plants (WWTPs) in the City of Lincoln, Nebraska. By comparing to the reported weekly COVID-19 case numbers, we identified different hotspots responsible for two COVID-19 surges during the study period. One zip code was the only sampling locations that was consistently tested positive during the first COVID-19 surge. In comparison, nearly all the zip codes tested exhibited virus concentration increases that overlapped with the second COVID-19 surge, suggesting broader spread of the virus at that time. These findings demonstrate the feasibility of using WBE to monitor COVID-19 at the zip code level. Highly localized disease surveillance methods can improve public health prevention and mitigation measures at the community level.
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Affiliation(s)
- Renys E Barrios
- Department of Civil and Environmental Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588, United States
| | - Chin Lim
- City of Lincoln Transportation and Utilities, Lincoln, NE 68521, United States
| | - Megan S Kelley
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 68583, United States.
| | - Xu Li
- Department of Civil and Environmental Engineering, University of Nebraska-Lincoln, Lincoln, NE 68588, United States.
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Jamal M, Bangash HI, Habiba M, Lei Y, Xie T, Sun J, Wei Z, Hong Z, Shao L, Zhang Q. Immune dysregulation and system pathology in COVID-19. Virulence 2021; 12:918-936. [PMID: 33757410 PMCID: PMC7993139 DOI: 10.1080/21505594.2021.1898790] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Revised: 01/08/2021] [Accepted: 02/19/2021] [Indexed: 01/08/2023] Open
Abstract
The coronavirus disease 19 (COVID-19) caused by the novel coronavirus known as SARS-CoV-2 has caused a global public health crisis. As of 7 January 2021, 87,640,402 confirmed cases and 1,891,692 mortalities have been reported worldwide. Studies focusing on the epidemiological and clinical characteristics of COVID-19 patients have suggested a dysregulated immune response characterized by lymphopenia and cytokine storm in these patients. The exaggerated immune response induced by the cytokine storm causes septic shock, acute respiratory distress syndrome (ARDS), and/or multiple organs failure, which increases the fatality rate of patients with SARS-CoV-2 infection. Herein, we review the recent research progress on epidemiology, clinical features, and system pathology in COVID-19. Moreover, we summarized the recent therapeutic strategies, which are either approved, under clinical trial, and/or under investigation by the local or global health authorities. We assume that treatments should focus on the use of antiviral drugs in combination with immunomodulators as well as treatment of the underlying comorbidities.
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Affiliation(s)
- Muhammad Jamal
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
| | - Hina Iqbal Bangash
- State Key Laboratory of Agricultural Microbiology, College of Life Science and Technology, Huazhong Agricultural University, WuhanChina
| | - Maria Habiba
- Department of Zoology, University of Malakand, Chakdara Dir Lower, Khyber PakhtunkhwaPakistan
| | - Yufei Lei
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
| | - Tian Xie
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
| | - Jiaxing Sun
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
| | - Zimeng Wei
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
| | - Zixi Hong
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
| | - Liang Shao
- Department of Hematology, Zhongnan Hospital of Wuhan University, WuhanP.R. China
| | - Qiuping Zhang
- Department of Immunology, School of Basic Medical Science, Wuhan University, WuhanP.R. China
- Hubei Provincial Key Laboratory of Developmentally Originated Disease, Wuhan University, WuhanP.R. China
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81
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Zahedi A, Monis P, Deere D, Ryan U. Wastewater-based epidemiology-surveillance and early detection of waterborne pathogens with a focus on SARS-CoV-2, Cryptosporidium and Giardia. Parasitol Res 2021; 120:4167-4188. [PMID: 33409629 PMCID: PMC7787619 DOI: 10.1007/s00436-020-07023-5] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 12/14/2020] [Indexed: 12/21/2022]
Abstract
Waterborne diseases are a major global problem, resulting in high morbidity and mortality, and massive economic costs. The ability to rapidly and reliably detect and monitor the spread of waterborne diseases is vital for early intervention and preventing more widespread disease outbreaks. Pathogens are, however, difficult to detect in water and are not practicably detectable at acceptable concentrations that need to be achieved in treated drinking water (which are of the order one per million litre). Furthermore, current clinical-based surveillance methods have many limitations such as the invasive nature of the testing and the challenges in testing large numbers of people. Wastewater-based epidemiology (WBE), which is based on the analysis of wastewater to monitor the emergence and spread of infectious disease at a population level, has received renewed attention in light of the current coronavirus disease 2019 (COVID-19) pandemic. The present review will focus on the application of WBE for the detection and surveillance of pathogens with a focus on severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and the waterborne protozoan parasites Cryptosporidium and Giardia. The review highlights the benefits and challenges of WBE and the future of this tool for community-wide infectious disease surveillance.
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Affiliation(s)
- Alireza Zahedi
- Harry Butler Institute, Murdoch University, Perth, Australia
| | - Paul Monis
- South Australian Water Corporation, Adelaide, Australia
| | - Daniel Deere
- Water Futures and Water Research Australia, Sydney, Australia
| | - Una Ryan
- Harry Butler Institute, Murdoch University, Perth, Australia.
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82
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Srivastava V, Gupta S, Patel AK, Joshi M, Kumar M. Reflections of COVID-19 cases in the wastewater loading of SARS-CoV-2 RNA: A case of three major cities of Gujarat, India. CASE STUDIES IN CHEMICAL AND ENVIRONMENTAL ENGINEERING 2021; 4:100115. [PMID: 38620846 PMCID: PMC8264277 DOI: 10.1016/j.cscee.2021.100115] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 07/04/2021] [Accepted: 07/06/2021] [Indexed: 05/20/2023]
Abstract
Wastewater-based epidemiology (WBE) is a promising approach to understand the actual prevalence of COVID-19 disease at the community level. Different studies have cited the presence of SARS-CoV-2 in wastewater samples. In the present study, eighteen influent wastewater samples from different sewage treatment plants and pumping stations (5 samples from Vadodara city, 4 from Gandhinagar, and 9 from Ahmedabad city) were collected and analyzed for the presence of SARS-CoV-2 RNA in Gujarat state, India. The results showed the highest SARS-CoV-2 effective gene concentration in Vadodara (3078 copies/L), followed by Ahmedabad (2968 copies/L) and Gandhinagar (354 copies/L). On comparing the virus gene concentration in wastewater samples, the SARS-CoV-2 genetic material exhibited a positive relationship with the number of confirmed and active cases in in all three cities. However, a minor variation in SARS-CoV-2 effective gene concentration was seen between Vadodara and Ahmedabad despite a >2.5 and >1.5 folds differences in the cumulative number of confirmed and active cases, respectively. This may occur primarily due to the greater test positivity ratio in Vadodara (3.30%) than Ahmedabad (1.40%) and might be the higher number of asymptomatic patients in Vadodara. The study confirms the potential of the WBE that can be used at a large scale around the globe for better dealing with the pandemic situation.
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Affiliation(s)
- Vaibhav Srivastava
- Discipline of Earth Science, Indian Institute of Technology Gandhinagar, Gujarat, 382 355, India
| | - Shilangi Gupta
- Discipline of Earth Science, Indian Institute of Technology Gandhinagar, Gujarat, 382 355, India
| | - Arbind Kumar Patel
- Discipline of Earth Science, Indian Institute of Technology Gandhinagar, Gujarat, 382 355, India
| | - Madhvi Joshi
- Gujarat Biotechnology Research Centre (GBRC), Sector- 11, Gandhinagar, Gujarat, 382 011, India
| | - Manish Kumar
- Discipline of Earth Science, Indian Institute of Technology Gandhinagar, Gujarat, 382 355, India
- Kiran C Patel Centre for Sustainable Development, Indian Institute of Technology Gandhinagar, Gujarat, India
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83
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Pepe Razzolini MT, Funada Barbosa MR, Silva de Araújo R, Freitas de Oliveira I, Mendes-Correa MC, Sabino EC, Garcia SC, de Paula AV, Villas-Boas LS, Costa SF, Dropa M, Brandão de Assis D, Levin BS, Pedroso de Lima AC, Levin AS. SARS-CoV-2 in a stream running through an underprivileged, underserved, urban settlement in São Paulo, Brazil: A 7-month follow-up. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2021; 290:118003. [PMID: 34425371 PMCID: PMC8373523 DOI: 10.1016/j.envpol.2021.118003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 08/15/2021] [Accepted: 08/17/2021] [Indexed: 05/11/2023]
Abstract
COVID-19 pandemic has led to concerns on the circulation of SARS-CoV-2 in the environment, its infectivity from the environment and, the relevance of transmission via environmental compartments. During 31 weeks, water samples were collected from a heavily contaminated stream going through an urban, underprivileged community without sewage collection. Our results showed a statistically significant correlation between cases of COVID-19 and SARS in the community, and SARS-CoV-2 concentrations in the water. Based on the model, if the concentrations of SARS-CoV-RNA (N1 and N2 target regions) increase 10 times, there is an expected increase of 104% [95%CI: (62-157%)] and 92% [95%CI: (51-143%)], respectively, in the number of cases of COVID-19 and SARS. We believe that differences in concentration of the virus in the environment reflect the epidemiological status in the community, which may be important information for surveillance and controlling dissemination in areas with vulnerable populations and poor sanitation. None of the samples were found infectious based cultures. Our results may be applicable globally as similar communities exist worldwide.
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Affiliation(s)
- Maria Tereza Pepe Razzolini
- School of Public Health of Universidade de São Paulo, Brazil; NARA - Center for Research in Environmental Risk Assessment, Brazil.
| | - Mikaela Renata Funada Barbosa
- NARA - Center for Research in Environmental Risk Assessment, Brazil; CETESB - Environmental Company of São Paulo State, Brazil
| | | | | | - Maria Cássia Mendes-Correa
- Department of Infectious Diseases and Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | - Ester C Sabino
- Department of Infectious Diseases and Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | | | - Anderson V de Paula
- Department of Infectious Diseases and Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | - Lucy S Villas-Boas
- Department of Infectious Diseases and Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | - Silvia Figueiredo Costa
- Department of Infectious Diseases and Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, Brazil
| | - Milena Dropa
- School of Public Health of Universidade de São Paulo, Brazil
| | | | - Beatriz S Levin
- Guttman Community College, City University of New York, New York, USA
| | | | - Anna S Levin
- Department of Infectious Diseases and Instituto de Medicina Tropical, Faculdade de Medicina, Universidade de São Paulo, Brazil
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84
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Sharkey ME, Kumar N, Mantero AMA, Babler KM, Boone MM, Cardentey Y, Cortizas EM, Grills GS, Herrin J, Kemper JM, Kenney R, Kobetz E, Laine J, Lamar WE, Mader CC, Mason CE, Quintero AZ, Reding BD, Roca MA, Ryon K, Solle NS, Schürer SC, Shukla B, Stevenson M, Stone T, Tallon JJ, Venkatapuram SS, Vidovic D, Williams SL, Young B, Solo-Gabriele HM. Lessons learned from SARS-CoV-2 measurements in wastewater. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 798:149177. [PMID: 34375259 PMCID: PMC8294117 DOI: 10.1016/j.scitotenv.2021.149177] [Citation(s) in RCA: 44] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 07/16/2021] [Accepted: 07/17/2021] [Indexed: 05/02/2023]
Abstract
Standardized protocols for wastewater-based surveillance (WBS) for the RNA of SARS-CoV-2, the virus responsible for the current COVID-19 pandemic, are being developed and refined worldwide for early detection of disease outbreaks. We report here on lessons learned from establishing a WBS program for SARS-CoV-2 integrated with a human surveillance program for COVID-19. We have established WBS at three campuses of a university, including student residential dormitories and a hospital that treats COVID-19 patients. Lessons learned from this WBS program address the variability of water quality, new detection technologies, the range of detectable viral loads in wastewater, and the predictive value of integrating environmental and human surveillance data. Data from our WBS program indicated that water quality was statistically different between sewer sampling sites, with more variability observed in wastewater coming from individual buildings compared to clusters of buildings. A new detection technology was developed based upon the use of a novel polymerase called V2G. Detectable levels of SARS-CoV-2 in wastewater varied from 102 to 106 genomic copies (gc) per liter of raw wastewater (L). Integration of environmental and human surveillance data indicate that WBS detection of 100 gc/L of SARS-CoV-2 RNA in wastewater was associated with a positivity rate of 4% as detected by human surveillance in the wastewater catchment area, though confidence intervals were wide (β ~ 8.99 ∗ ln(100); 95% CI = 0.90-17.08; p < 0.05). Our data also suggest that early detection of COVID-19 surges based on correlations between viral load in wastewater and human disease incidence could benefit by increasing the wastewater sample collection frequency from weekly to daily. Coupling simpler and faster detection technology with more frequent sampling has the potential to improve the predictive potential of using WBS of SARS-CoV-2 for early detection of the onset of COVID-19.
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Affiliation(s)
- Mark E Sharkey
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Naresh Kumar
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Alejandro M A Mantero
- Department of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Kristina M Babler
- Department of Marine Biology and Ecology, University of Miami, Key Biscayne, FL, USA
| | - Melinda M Boone
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Yoslayma Cardentey
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Elena M Cortizas
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - George S Grills
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Jenny M Kemper
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Richard Kenney
- Housing Operations & Facilities, University of Miami, Coral Gables, FL, USA
| | - Erin Kobetz
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Jennifer Laine
- Environmental Health and Safety, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Walter E Lamar
- Facilities Safety & Compliance, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Christopher C Mader
- Institute for Data Science & Computing, University of Miami, Coral Gables, FL, USA
| | - Christopher E Mason
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY, USA
| | | | - Brian D Reding
- Environmental Health and Safety, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Matthew A Roca
- Department of Civil, Architectural, and Environmental Engineering, University of Miami, Coral Gables, FL, USA
| | - Krista Ryon
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY, USA
| | - Natasha Schaefer Solle
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA; Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Stephan C Schürer
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA; Institute for Data Science & Computing, University of Miami, Coral Gables, FL, USA; Department of Molecular & Cellular Pharmacology, University of Miami Miller School of Medicines, Miami, FL, USA
| | - Bhavarth Shukla
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Mario Stevenson
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Thomas Stone
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - John J Tallon
- Facilities and Operations, University of Miami, Coral Gables, FL, USA
| | | | - Dusica Vidovic
- Department of Molecular & Cellular Pharmacology, University of Miami Miller School of Medicines, Miami, FL, USA
| | - Sion L Williams
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Benjamin Young
- Department of Physiology and Biophysics, Weill Cornell Medical College, New York City, NY, USA
| | - Helena M Solo-Gabriele
- Department of Civil, Architectural, and Environmental Engineering, University of Miami, Coral Gables, FL, USA.
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85
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Patel S, Parikh C, Verma D, Sundararajan R, Agrawal U, Bheemisetty N, Akku R, Sánchez‐Velazco D, Waleed MS. Bowel ischemia in COVID-19: A systematic review. Int J Clin Pract 2021; 75:e14930. [PMID: 34605117 PMCID: PMC8646310 DOI: 10.1111/ijcp.14930] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Accepted: 10/01/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Gastrointestinal complications of COVID-19 have been reported over the last year. One such manifestation is bowel ischaemia. This study thus aims to provide a more holistic review of our current understanding of COVID-19-induced bowel ischaemia. METHOD AND RESULTS A meticulous search was performed using different keywords in PubMed and Google Scholar. Fifty-two articles were included in our study after applying inclusion and exclusion criteria and performing the qualitative assessment of the studies. A total of 25 702 patients were included in our study after the completion of the qualitative assessment. DISCUSSION The common symptoms of GIT in COVID-19 patients are as diarrhoea, vomiting, nausea and abdominal pain. The mechanism of bowel ischaemia is associated with the formation of emboli which is related to COVID-19's high affinity for angiotensin-converting enzyme-2 on enterocytes, affecting the superior mesenteric vessels. Clinically, patients present with abdominal pain and vomiting. CT angiography of the abdomen and pelvis showed acute intestinal ischaemia (mesenteric). Management is usually initiated with gastric decompression, fluid resuscitation, and haemodynamic support. Surgical intervention is also sought. CONCLUSION Intestinal ischaemia presenting in patients with COVID-19 has to be considered when symptoms of severe abdominal pain are present. More research and guidelines are required to triage patients with COVID-19 to suspect intestinal ischaemia and to help in diagnosis and management.
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Affiliation(s)
- Suyog Patel
- Department of MedicineB.J. Medical CollegeAhmedabadIndia
| | | | - Deepak Verma
- Department of MedicineJanaki Medical CollegeJanakpurNepal
| | - Ramaswamy Sundararajan
- JSS Medical CollegeMysore, India (JSS Academy of Higher Education and Research)MysoreIndia
| | | | | | - Radhika Akku
- Mediciti Institute of Medical SciencesHyderabadIndia
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86
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Kumar M, Kuroda K, Joshi M, Bhattacharya P, Barcelo D. First comparison of conventional activated sludge versus root-zone treatment for SARS-CoV-2 RNA removal from wastewaters: Statistical and temporal significance. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2021; 425:130635. [PMID: 34149304 PMCID: PMC8200644 DOI: 10.1016/j.cej.2021.130635] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 04/26/2021] [Accepted: 05/30/2021] [Indexed: 05/05/2023]
Abstract
In the initial pandemic phase, effluents from wastewater treatment facilities were reported mostly free from Severe Acute Respiratory Coronavirus 2 (SARS-CoV-2) RNA, and thus conventional wastewater treatments were generally considered effective. However, there is a lack of first-hand data on i) comparative efficacy of various treatment processes for SARS-CoV-2 RNA removal; and ii) temporal variations in the removal efficacy of a given treatment process in the backdrop of active COVID-19 cases. This work provides a comparative account of the removal efficacy of conventional activated sludge (CAS) and root zone treatments (RZT) based on weekly wastewater surveillance data, consisting of forty-four samples, during a two-month period. The average genome concentration was higher in the inlets of CAS-based wastewater treatment plant (WWTP) in the Sargasan ward (1.25 × 103 copies/ L), than that of RZT-based WWTP (7.07 × 102 copies/ L) in an academic institution campus of Gandhinagar, Gujarat, India. ORF 1ab and S genes appeared to be more sensitive to treatment i.e., significantly reduced (p < 0.05) than N genes (p > 0.05). CAS treatment exhibited better RNA removal efficacy (p = 0.014) than RZT (p = 0.032). Multivariate analyses suggested that the effective genome concentration should be calculated based on the presence/absence of multiple genes. The present study stresses that treated effluents are not always free from SARS-CoV-2 RNA, and the removal efficacy of a given WWTP is prone to exhibit temporal variability owing to variations in active COVID-19 cases in the vicinity and genetic material accumulation over the time. Disinfection seems less effective than the adsorption and coagulation processes for SARS-CoV-2 removal. Results stress the need for further research on mechanistic insight on SARS-CoV-2 removal through various treatment processes taking solid-liquid partitioning into account.
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Affiliation(s)
- Manish Kumar
- Discipline of Earth Science, Indian Institute of Technology Gandhinagar, Gujarat 382 355, India
- Kiran C Patel Centre for Sustainable Development, Indian Institute of Technology Gandhinagar, Gujarat, India
| | - Keisuke Kuroda
- Department of Environmental and Civil Engineering, Toyama Prefectural University, Imizu 939 0398, Japan
| | - Madhvi Joshi
- Gujarat Biotechnology Research Centre (GBRC), Sector- 11, Gandhinagar, Gujarat 382 011, India
| | - Prosun Bhattacharya
- Department of Sustainable Development, Environmental Science and Engineering, KTH Royal Institute of Technology, SE-10044 Stockholm, Sweden
| | - Damia Barcelo
- Institute of Environmental Assessment and Water Research (IDAEA-CSIC), Barcelona, and Catalan Institute for Water Research (ICRA)-CERCA, Girona, Spain
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87
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Sangkham S. A review on detection of SARS-CoV-2 RNA in wastewater in light of the current knowledge of treatment process for removal of viral fragments. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 299:113563. [PMID: 34488114 PMCID: PMC8373619 DOI: 10.1016/j.jenvman.2021.113563] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 08/02/2021] [Accepted: 08/17/2021] [Indexed: 05/05/2023]
Abstract
The entire globe is affected by the novel disease of coronavirus 2019 (COVID-19 or 2019-nCoV), which is formally recognised as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The World Health Organisation (WHO) announced this disease as a global pandemic. The presence of SARS-CoV-2 RNA in unprocessed wastewater has become a cause of worry due to these emerging pathogens in the process of wastewater treatment, as reported in the present study. This analysis intends to interpret the fate, environmental factors and route of transmission of SARS-CoV-2, along with its eradication by treating the wastewater for controlling and preventing its further spread. Different recovery estimations of the virus have been depicted by the detection of SARS-CoV-2 RNA in wastewater through the viral concentration techniques. Most frequently used viral concentration techniques include polyethylene glycol (PEG) precipitation, ultrafiltration, electronegative membrane, and ultracentrifugation, after which the detection and quantification of SARS-CoV-2 RNA are done in wastewater samples through quantitative reverse transcription-polymerase chain reaction (RT-qPCR). The wastewater treatment plant (WWTP) holds the key responsibility of eliminating pathogens prior to the discharge of wastewater into surface water bodies. The removal of SARS-CoV-2 RNA at the treatment stage is dependent on the operations of wastewater treatment systems during the outbreak of the virus; particularly, in the urban and extensively populated regions. Efficient primary, secondary and tertiary methods of wastewater treatment and disinfection can reduce or inactivate SARS-CoV-2 RNA before being drained out. Nonetheless, further studies regarding COVID-19-related disinfectants, environment conditions and viral concentrations in each treatment procedure, implications on the environment and regular monitoring of transmission need to be done urgently. Hence, monitoring the SARS-CoV-2 RNA in samples of wastewater under the procedure of wastewater-based epidemiology (WBE) supplement the real-time data pertaining to the investigation of the COVID-19 pandemic in the community, regional and national levels.
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Affiliation(s)
- Sarawut Sangkham
- Department of Environmental Health, School of Public Health, University of Phayao, Muang District, Phayao, 56000, Thailand.
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88
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Wang Q, Liu L. On the Critical Role of Human Feces and Public Toilets in the Transmission of COVID-19: Evidence from China. SUSTAINABLE CITIES AND SOCIETY 2021; 75:103350. [PMID: 34540563 PMCID: PMC8433098 DOI: 10.1016/j.scs.2021.103350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Revised: 09/08/2021] [Accepted: 09/08/2021] [Indexed: 05/05/2023]
Abstract
The surprising spread speed of the COVID-19 pandemic creates an urgent need for investigating the transmission chain or transmission pattern of COVID-19 beyond the traditional respiratory channels. This study therefore examines whether human feces and public toilets play a critical role in the transmission of COVID-19. First, it develops a theoretical model that simulates the transmission chain of COVID-19 through public restrooms. Second, it uses stabilized epidemic data from China to empirically examine this theory, conducting an empirical estimation using a two-stage least squares (2SLS) model with appropriate instrumental variables (IVs). This study confirms that the wastewater directly promotes the transmission of COVID-19 within a city. However, the role of garbage in this transmission chain is more indirect in the sense that garbage has a complex relationship with public toilets, and it promotes the transmission of COVID-19 within a city through interaction with public toilets and, hence, human feces. These findings have very strong policy implications in the sense that if we can somehow use the ratio of public toilets as a policy instrument, then we can find a way to minimize the total number of infections in a region. As shown in this study, pushing the ratio of public toilets (against open defecation) to the local population in a city to its optimal level would help to reduce the total infection in a region.
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Affiliation(s)
- Qiuyun Wang
- School of Economics, Southwestern University of Finance and Economics, P.R China
| | - Lu Liu
- School of Economics, Southwestern University of Finance and Economics, P.R China
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89
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Ahmad J, Ahmad M, Usman ARA, Al-Wabel MI. Prevalence of human pathogenic viruses in wastewater: A potential transmission risk as well as an effective tool for early outbreak detection for COVID-19. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2021; 298:113486. [PMID: 34391102 PMCID: PMC8352675 DOI: 10.1016/j.jenvman.2021.113486] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2021] [Revised: 08/01/2021] [Accepted: 08/05/2021] [Indexed: 05/09/2023]
Abstract
Millions of human pathogenic viral particles are shed from infected individuals and introduce into wastewater, subsequently causing waterborne diseases worldwide. These viruses can be transmitted from wastewater to human beings via direct contact and/or ingestion/inhalation of aerosols. Even the advanced wastewater treatment technologies are unable to remove pathogenic viruses from wastewater completely, posing a serious health risk. Recently, coronavirus disease 2019 (COVID-19) has been urged globally due to severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), which has resulted in >4.1 million deaths until July 2021. A rapid human-to-human transmission, uncertainties in effective vaccines, non-specific medical treatments, and unclear symptoms compelled the world into complete lockdown, social distancing, air-travel suspension, and closure of educational institutions, subsequently damaging the global economy and trade. Although, few medical treatments, rapid detection tools, and vaccines have been developed so far to curb the spread of COVID-19; however, several uncertainties exist in their applicability. Further, the acceptance of vaccines among communities is lower owing to the fear of side effects such as blood-clotting and heart inflammation. SARS-CoV-2, an etiologic agent of COVID-19, has frequently been detected in wastewater, depicting a potential transmission risk to healthy individuals. Contrarily, the occurrence of SARS-CoV-2 in wastewater can be used as an early outbreak detection tool via water-based epidemiology. Therefore, the spread of SARS-CoV-2 through fecal-oral pathway can be reduced and any possible outbreak can be evaded by proper wastewater surveillance. In this review, wastewater recycling complications, potential health risks of COVID-19 emergence, and current epidemiological measures to control COVID-19 spread have been discussed. Moreover, the viability of SARS-CoV-2 in various environments and survival in wastewater has been reviewed. Additionally, the necessary actions (vaccination, face mask, social distancing, and hand sanitization) to limit the transmission of SARS-CoV-2 have been recommended. Therefore, wastewater surveillance can serve as a feasible, efficient, and reliable epidemiological measure to lessen the spread of COVID-19.
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Affiliation(s)
- Jahangir Ahmad
- Soil Sciences Department, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia
| | - Munir Ahmad
- Soil Sciences Department, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia
| | - Adel R A Usman
- Soil Sciences Department, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia; Department of Soils and Water, Faculty of Agriculture, Assiut University, Assiut, 71526, Egypt
| | - Mohammad I Al-Wabel
- Soil Sciences Department, College of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia; Department of Science and Environmental Studies, The Education University of Hong Kong, Hong Kong.
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90
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Mahmood MM, Jafarli I, Al-Barazanchi AF, Mosa NM, Al-Ameen ZGY, Alkhanchi T. What you need to know about children's COVID-19: a systematic review. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2021; 23:1080-1090. [PMID: 34753538 DOI: 10.7499/j.issn.1008-8830.2106122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The aim of the systematic review is to describe clinical features of coronavirus disease 2019 (COVID-19) in children with a focus on the possible reasons why children are less susceptible to COVID-19 and whether their immune response works better than adults. The three research questions below were determined. (1) Why do pediatric COVID-19 cases have milder clinical symptoms than adults? (2) What are clinical manifestations, diagnosis, and treatment of COVID-19 in children? (3) How long lasts viral shedding after recovery? We searched MEDLINE, Embase, Cochrane Central Register of Controlled Trials, and Cochrane Database of Abstracts of Reviews of Effects, as well as foreign literature with English translations. Extra information and data have been collected from Google Scholar and the American Society for Microbiology. Information on patients' age, comorbidities, methods of treatment, and effects on mortality and morbidity were extracted. It is concluded that children are less susceptible to COVID-19 than adults and that the symptoms in children are less severe than in adults. A low incidence of COVID-19 in children and milder disease than in adults might be attributed to many theories and reasons; however, the mechanisms involved are not fully understood.
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Affiliation(s)
- Majid Mohammed Mahmood
- Unit of Zoonotic Diseases, College of Veterinary Medicine, University of Baghdad, Iraq, Baghdad, Iraq
| | - Ilhama Jafarli
- Pediatric Surgery Department, Cardiff and Vale University Hospital, Heath Park. CF14 4XW, Cardiff, Wales, UK
| | - Aras Fathi Al-Barazanchi
- Department of Pediatrics, Pediatric Hospital, Halabja, Halabja Road, Sulimanyha, Postal code 46018, Kurdistan Region of Iraq
| | - Nadhim Mohammed Mosa
- Department of Radiology Techniques, Al-Qalam University College, Nawroz City, Erbil, Postal code 44001, Iraq
| | - Zenab Ghanim Younus Al-Ameen
- Division of Pharmaceuticals, Al-Adel Health Sector, Al-Kharkh Health Center, Ministry of Health, Baghdad, Postal code 10006, Iraq
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91
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Zoghi G, Moosavy SH, Yavarian S, HasaniAzad M, Khorrami F, Sharegi Brojeni M, Kheirandish M. Gastrointestinal implications in COVID-19. BMC Infect Dis 2021; 21:1135. [PMID: 34736412 PMCID: PMC8567726 DOI: 10.1186/s12879-021-06824-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2021] [Accepted: 10/27/2021] [Indexed: 01/08/2023] Open
Abstract
Background Coronavirus disease 2019 (COVID-19 patients mostly present with respiratory symptoms; however, gastrointestinal (GI) manifestations can also be seen either alone or along with respiratory symptoms. We aimed to evaluate the GI symptoms related to COVID-19. Methods This cross-sectional study retrospectively evaluated the medical files of 507 patients with confirmed or highly probable COVID-19. Based on their symptoms, patients were categorized into four groups: with GI symptoms alone (GIA), with respiratory symptoms alone (RA), with both GI and respiratory symptoms (GIR), and without GI or respiratory symptoms (WGIR). Results Of the 507 COVID-19 patients, 47.9% had at least one GI symptom; the most common was nausea and/or vomiting (31.6%). Patients in the GIA group were significantly older than those in the RA (P = 0.041) and GRI (P = 0.004) groups (54.70 ± 18.14 vs. 48.68 ± 14.67 and 46.80 ± 17.17 years, respectively). Groups were homogeneous with respect to gender. Leukopenia and lymphopenia were both less frequent in patients with GI symptoms compared to those without GI symptoms. Positive RT-PCR was significantly less frequent among patients with GI symptoms (44% vs. 100%, P < 0.001). Although mortality was lower in patients with GI symptoms (9.1%) in comparison with those without GI symptoms (13.3%), the difference was not statistically significant (P = 0.134). Conclusion The typical respiratory symptoms of COVID-19 are quite commonly accompanied by GI symptoms, with nausea and/or vomiting being the most prevalent. A subgroup of COVID-19 patients may exclusively present with GI symptoms. Special attention should be paid to these patients in order to avoid misdiagnosis or delayed treatment.
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Affiliation(s)
- Ghazal Zoghi
- Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Seyed Hamid Moosavy
- Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Sadegh Yavarian
- Student Research Committee, Faculty of Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Mehdi HasaniAzad
- Infectious and Tropical Diseases Research Center, Hormozgan Health Institute, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Farid Khorrami
- Department of Health Information Technology, Faculty of Para-Medicine, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Masoud Sharegi Brojeni
- Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran
| | - Masoumeh Kheirandish
- Endocrinology and Metabolism Research Center, Hormozgan University of Medical Sciences, Bandar Abbas, Iran.
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92
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Ciesielski M, Blackwood D, Clerkin T, Gonzalez R, Thompson H, Larson A, Noble R. Assessing sensitivity and reproducibility of RT-ddPCR and RT-qPCR for the quantification of SARS-CoV-2 in wastewater. J Virol Methods 2021; 297:114230. [PMID: 34252511 PMCID: PMC8267102 DOI: 10.1016/j.jviromet.2021.114230] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 07/02/2021] [Accepted: 07/03/2021] [Indexed: 12/29/2022]
Abstract
Throughout the COVID-19 global pandemic there has been significant interest and investment in using Wastewater-Based Epidemiology (WBE) for surveillance of viral pathogen presence and infections at the community level. There has been a push for widescale implementation of standardized protocols to quantify viral loads in a range of wastewater systems. To address concerns regarding sensitivity, limits of quantification, and large-scale reproducibility, a comparison of two similar workflows using RT-qPCR and RT-ddPCR was conducted. Sixty raw wastewater influent samples were acquired from nine distinct wastewater treatment plants (WWTP's) served by the Hampton Roads Sanitation District (HRSD, Virginia Beach, Virginia) over a 6-month period beginning March 9th, 2020. Common reagents, controls, master mixes and nucleic acid extracts were shared between two individual processing groups based out of HRSD and the UNC Chapel Hill Institute of Marine Sciences (IMS, Morehead City, North Carolina). Samples were analyzed in parallel using One-Step RT-qPCR and One-Step RT-ddPCR with Nucleocapsid Protein 2 (N2) specific primers and probe. Influent SARS-CoV-2 N2 concentrations steadily increased over time spanning a range from non-detectable to 2.13E + 05 copies/L. Systematic dilution of the extracts indicated that inhibitory components in the wastewater matrices did not significantly impede the detection of a positive N2 signal for either workflow. The RT-ddPCR workflow had a greater analytical sensitivity with a lower Limit of Detection (LOD) at 0.066 copies/μl of template compared to RT-qPCR with a calculated LOD of 12.0 copies/μL of template. Interlaboratory comparisons using non-parametric correlation analysis demonstrated that there was a strong, significant, positive correlation between split extracts when employing RT-ddPCR for analysis with a ρ value of 0.86.
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Affiliation(s)
- Mark Ciesielski
- Institute of Marine Sciences, University of North Carolina at Chapel Hill, Morehead City, North Carolina, United States
| | - Denene Blackwood
- Institute of Marine Sciences, University of North Carolina at Chapel Hill, Morehead City, North Carolina, United States
| | - Thomas Clerkin
- Institute of Marine Sciences, University of North Carolina at Chapel Hill, Morehead City, North Carolina, United States
| | - Raul Gonzalez
- Hampton Roads Sanitation District, Virginia Beach, Virginia, United States
| | - Hannah Thompson
- Hampton Roads Sanitation District, Virginia Beach, Virginia, United States
| | - Allison Larson
- Hampton Roads Sanitation District, Virginia Beach, Virginia, United States
| | - Rachel Noble
- Institute of Marine Sciences, University of North Carolina at Chapel Hill, Morehead City, North Carolina, United States.
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93
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Asif M, Xu Y, Xiao F, Sun Y. Diagnosis of COVID-19, vitality of emerging technologies and preventive measures. CHEMICAL ENGINEERING JOURNAL (LAUSANNE, SWITZERLAND : 1996) 2021; 423:130189. [PMID: 33994842 PMCID: PMC8103773 DOI: 10.1016/j.cej.2021.130189] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 04/22/2021] [Accepted: 05/02/2021] [Indexed: 05/18/2023]
Abstract
Coronavirus diseases-2019 (COVID-19) is becoming increasing serious and major threat to public health concerns. As a matter of fact, timely testing enhances the life-saving judgments on treatment and isolation of COVID-19 infected individuals at possible earliest stage which ultimately suppresses spread of infectious diseases. Many government and private research institutes and manufacturing companies are striving to develop reliable tests for prompt quantification of SARS-CoV-2. In this review, we summarize existing diagnostic methods as manual laboratory-based nucleic acid assays for COVID-19 and their limitations. Moreover, vitality of rapid and point of care serological tests together with emerging biosensing technologies has been discussed in details. Point of care tests with characteristics of rapidity, accurateness, portability, low cost and requiring non-specific devices possess great suitability in COVID-19 diagnosis and detection. Besides, this review also sheds light on several preventive measures to track and manage disease spread in current and future outbreaks of diseases.
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Affiliation(s)
- Muhammad Asif
- Hubei Key Laboratory of Plasma Chemistry and Advanced Materials, School of Materials Science and Engineering, Wuhan Institute of Technology, Wuhan 430205, China
| | - Yun Xu
- Hubei Key Laboratory of Material Chemistry and Service Failure, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430205, China
| | - Fei Xiao
- Hubei Key Laboratory of Material Chemistry and Service Failure, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430205, China
| | - Yimin Sun
- Hubei Key Laboratory of Plasma Chemistry and Advanced Materials, School of Materials Science and Engineering, Wuhan Institute of Technology, Wuhan 430205, China
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94
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Kaur A, Chopra M, Bhushan M, Gupta S, Kumari P H, Sivagurunathan N, Shukla N, Rajagopal S, Bhalothia P, Sharma P, Naravula J, Suravajhala R, Gupta A, Abbasi BA, Goswami P, Singh H, Narang R, Polavarapu R, Medicherla KM, Valadi J, Kumar S A, Chaubey G, Singh KK, Bandapalli OR, Kavi Kishor PB, Suravajhala P. The Omic Insights on Unfolding Saga of COVID-19. Front Immunol 2021; 12:724914. [PMID: 34745097 PMCID: PMC8564481 DOI: 10.3389/fimmu.2021.724914] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Accepted: 09/27/2021] [Indexed: 12/15/2022] Open
Abstract
The year 2019 has seen an emergence of the novel coronavirus named severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causing coronavirus disease of 2019 (COVID-19). Since the onset of the pandemic, biological and interdisciplinary research is being carried out across the world at a rapid pace to beat the pandemic. There is an increased need to comprehensively understand various aspects of the virus from detection to treatment options including drugs and vaccines for effective global management of the disease. In this review, we summarize the salient findings pertaining to SARS-CoV-2 biology, including symptoms, hosts, epidemiology, SARS-CoV-2 genome, and its emerging variants, viral diagnostics, host-pathogen interactions, alternative antiviral strategies and application of machine learning heuristics and artificial intelligence for effective management of COVID-19 and future pandemics.
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Affiliation(s)
- Arvinpreet Kaur
- Department of Bioinformatics, Hans Raj Mahila Maha Vidyalaya, Punjab, India
- Bioclues.org, Hyderabad, India
| | - Mehak Chopra
- Centre for Bioinformatics, School of Life Sciences, Pondicherry University, Puducherry, India
| | - Mahak Bhushan
- Department of Biological Sciences, Indian Institute of Science Education and Research, Kolkata, India
| | - Sonal Gupta
- Bioclues.org, Hyderabad, India
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
| | | | - Narmadhaa Sivagurunathan
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
| | - Nidhi Shukla
- Bioclues.org, Hyderabad, India
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
| | - Shalini Rajagopal
- Vignan’s Foundation for Science, Technology & Research (Deemed to be University), Guntur, India
| | - Purva Bhalothia
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
| | - Purnima Sharma
- Department of Bioinformatics, Hans Raj Mahila Maha Vidyalaya, Punjab, India
| | - Jalaja Naravula
- Vignan’s Foundation for Science, Technology & Research (Deemed to be University), Guntur, India
| | - Renuka Suravajhala
- Bioclues.org, Hyderabad, India
- Department of Chemistry, School of Basic Sciences, Manipal University Jaipur, Jaipur, India
| | - Ayam Gupta
- Vignan’s Foundation for Science, Technology & Research (Deemed to be University), Guntur, India
| | - Bilal Ahmed Abbasi
- Functional Genomics Unit, Council of Scientific and Industrial Research- Institute of Genomics & Integrative Biology (CSIR-IGIB), Delhi, India
| | - Prittam Goswami
- Department of Biotechnology, Haldia Institute of Technology, West Bengal, India
| | - Harpreet Singh
- Department of Bioinformatics, Hans Raj Mahila Maha Vidyalaya, Punjab, India
- Bioclues.org, Hyderabad, India
| | - Rahul Narang
- Department of Microbiology, All India Institute of Medical Sciences, Bibinagar, Hyderabad, India
| | | | - Krishna Mohan Medicherla
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
| | - Jayaraman Valadi
- Bioclues.org, Hyderabad, India
- Department of Computer Science, Flame University, Pune, India
| | - Anil Kumar S
- Vignan’s Foundation for Science, Technology & Research (Deemed to be University), Guntur, India
| | - Gyaneshwer Chaubey
- Cytogenetics Laboratory, Department of Zoology, Benaras Hindu University, Varanasi, India
| | - Keshav K. Singh
- Department of Genetics, University of Alabama, Birmingham, AL, United States
| | - Obul Reddy Bandapalli
- Bioclues.org, Hyderabad, India
- German Cancer Research Centre (DKFZ), Heidelberg, Germany
- Department of Applied Biology, Council of Scientific and Industrial Research-Indian Institute of Chemical Technology (CSIR-IICT), Hyderabad, India
| | - Polavarapu Bilhan Kavi Kishor
- Bioclues.org, Hyderabad, India
- Vignan’s Foundation for Science, Technology & Research (Deemed to be University), Guntur, India
| | - Prashanth Suravajhala
- Bioclues.org, Hyderabad, India
- Department of Biotechnology and Bioinformatics, Birla Institute of Scientific Research, Jaipur, India
- Amrita School of Biotechnology, Amrita Vishwa Vidyapeetham, Kerala, India
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95
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Fontenele RS, Kraberger S, Hadfield J, Driver EM, Bowes D, Holland LA, Faleye TOC, Adhikari S, Kumar R, Inchausti R, Holmes WK, Deitrick S, Brown P, Duty D, Smith T, Bhatnagar A, Yeager RA, Holm RH, von Reitzenstein NH, Wheeler E, Dixon K, Constantine T, Wilson MA, Lim ES, Jiang X, Halden RU, Scotch M, Varsani A. High-throughput sequencing of SARS-CoV-2 in wastewater provides insights into circulating variants. WATER RESEARCH 2021. [PMID: 34607084 DOI: 10.1101/2021.01.22.21250320%j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) likely emerged from a zoonotic spill-over event and has led to a global pandemic. The public health response has been predominantly informed by surveillance of symptomatic individuals and contact tracing, with quarantine, and other preventive measures have then been applied to mitigate further spread. Non-traditional methods of surveillance such as genomic epidemiology and wastewater-based epidemiology (WBE) have also been leveraged during this pandemic. Genomic epidemiology uses high-throughput sequencing of SARS-CoV-2 genomes to inform local and international transmission events, as well as the diversity of circulating variants. WBE uses wastewater to analyse community spread, as it is known that SARS-CoV-2 is shed through bodily excretions. Since both symptomatic and asymptomatic individuals contribute to wastewater inputs, we hypothesized that the resultant pooled sample of population-wide excreta can provide a more comprehensive picture of SARS-CoV-2 genomic diversity circulating in a community than clinical testing and sequencing alone. In this study, we analysed 91 wastewater samples from 11 states in the USA, where the majority of samples represent Maricopa County, Arizona (USA). With the objective of assessing the viral diversity at a population scale, we undertook a single-nucleotide variant (SNV) analysis on data from 52 samples with >90% SARS-CoV-2 genome coverage of sequence reads, and compared these SNVs with those detected in genomes sequenced from clinical patients. We identified 7973 SNVs, of which 548 were "novel" SNVs that had not yet been identified in the global clinical-derived data as of 17th June 2020 (the day after our last wastewater sampling date). However, between 17th of June 2020 and 20th November 2020, almost half of the novel SNVs have since been detected in clinical-derived data. Using the combination of SNVs present in each sample, we identified the more probable lineages present in that sample and compared them to lineages observed in North America prior to our sampling dates. The wastewater-derived SARS-CoV-2 sequence data indicates there were more lineages circulating across the sampled communities than represented in the clinical-derived data. Principal coordinate analyses identified patterns in population structure based on genetic variation within the sequenced samples, with clear trends associated with increased diversity likely due to a higher number of infected individuals relative to the sampling dates. We demonstrate that genetic correlation analysis combined with SNVs analysis using wastewater sampling can provide a comprehensive snapshot of the SARS-CoV-2 genetic population structure circulating within a community, which might not be observed if relying solely on clinical cases.
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Affiliation(s)
- Rafaela S Fontenele
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA
| | - Simona Kraberger
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - James Hadfield
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Erin M Driver
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Devin Bowes
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - LaRinda A Holland
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Temitope O C Faleye
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Sangeet Adhikari
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ USA
| | - Rahul Kumar
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Rosa Inchausti
- Strategic Management and Diversity Office, City of Tempe, 31 E Fifth Street, Tempe, AZ 85281, USA
| | - Wydale K Holmes
- Strategic Management and Diversity Office, City of Tempe, 31 E Fifth Street, Tempe, AZ 85281, USA
| | - Stephanie Deitrick
- Enterprise GIS & Data Analytics, Information Technology, 31 E Fifth Street, City of Tempe, Tempe, AZ 85281, USA
| | - Philip Brown
- Municipal Utilities, City of Tempe, 31 E Fifth Street, Tempe, AZ 85281, USA
| | - Darrell Duty
- Tempe Fire Medical Rescue, 31 E Fifth Street, City of Tempe, Tempe, AZ 85281, USA
| | - Ted Smith
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | - Aruni Bhatnagar
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | - Ray A Yeager
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | - Rochelle H Holm
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | | | - Elliott Wheeler
- Jacobs Engineering Group Inc., 1999 Bryan Street, Dallas, TX 75201, USA
| | - Kevin Dixon
- Jacobs Engineering Group Inc., 1999 Bryan Street, Dallas, TX 75201, USA
| | - Tim Constantine
- Jacobs Engineering Group Inc., 1999 Bryan Street, Dallas, TX 75201, USA
| | - Melissa A Wilson
- School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA; Center for Evolution and Medicine, Arizona State University, 401 E. Tyler Mall, Tempe, AZ 85287, USA
| | - Efrem S Lim
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA
| | - Xiaofang Jiang
- National Library of Medicine, National Institute of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Rolf U Halden
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; OneWaterOneHealth, Nonprofit Project of the Arizona State University Foundation, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Matthew Scotch
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; College of Health Solutions, Arizona State University, 550 N. 3rd St, Phoenix, AZ 85004, USA
| | - Arvind Varsani
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA; Center for Evolution and Medicine, Arizona State University, 401 E. Tyler Mall, Tempe, AZ 85287, USA.
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96
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Wu J, Wang Z, Lin Y, Zhang L, Chen J, Li P, Liu W, Wang Y, Yao C, Yang K. Technical framework for wastewater-based epidemiology of SARS-CoV-2. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 791:148271. [PMID: 34130001 PMCID: PMC8195746 DOI: 10.1016/j.scitotenv.2021.148271] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 05/29/2021] [Accepted: 05/30/2021] [Indexed: 05/02/2023]
Abstract
Wastewater-based epidemiology (WBE) is expected to become a powerful tool to monitor the dissemination of SARS-CoV-2 at the community level, which has attracted the attention of scholars all over the world. However, there is not yet a standard protocol to guide its implementation. In this paper, we proposed a comprehensive technical and theoretical framework of relative quantification via qPCR for determining the virus abundance in wastewater and estimating the infection ratio in corresponding communities, which is expected to achieve horizontal and vertical comparability of the data using a human-specific biomarker as the internal reference. Critical factors affecting the virus detectability and the estimation of infection ratio include virus concentration methods, lag-period, per capita virus shedding amount, sewage generation rate, temperature-related decay kinetics of virus/biomarker in wastewater, and hydraulic retention time (HRT), etc. Theoretical simulation shows that the main factors affecting the detectability of virus in sewage are per capita virus shedding amount and sewage generation rate. While the decay of SARS-CoV-2 RNA in sewage is a relatively slow process, which may have limited impact on its detection. Under the ideal condition of high per capita virus shedding amount and low sewage generation rate, it is expected to detect a single infected person within 400,000 people.
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Affiliation(s)
- Jinyong Wu
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Zizheng Wang
- West China School of Stomatology, Sichuan University, Chengdu 610041, China
| | - Yufei Lin
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Lihua Zhang
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Jing Chen
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Panyu Li
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Wenbin Liu
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Yabo Wang
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Changhong Yao
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China
| | - Kun Yang
- Department of Pharmaceutical & Biological Engineering, School of Chemical Engineering, Sichuan University, Chengdu 610065, China.
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97
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Fontenele RS, Kraberger S, Hadfield J, Driver EM, Bowes D, Holland LA, Faleye TOC, Adhikari S, Kumar R, Inchausti R, Holmes WK, Deitrick S, Brown P, Duty D, Smith T, Bhatnagar A, Yeager RA, Holm RH, von Reitzenstein NH, Wheeler E, Dixon K, Constantine T, Wilson MA, Lim ES, Jiang X, Halden RU, Scotch M, Varsani A. High-throughput sequencing of SARS-CoV-2 in wastewater provides insights into circulating variants. WATER RESEARCH 2021; 205:117710. [PMID: 34607084 PMCID: PMC8464352 DOI: 10.1016/j.watres.2021.117710] [Citation(s) in RCA: 88] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Revised: 09/15/2021] [Accepted: 09/22/2021] [Indexed: 05/18/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) likely emerged from a zoonotic spill-over event and has led to a global pandemic. The public health response has been predominantly informed by surveillance of symptomatic individuals and contact tracing, with quarantine, and other preventive measures have then been applied to mitigate further spread. Non-traditional methods of surveillance such as genomic epidemiology and wastewater-based epidemiology (WBE) have also been leveraged during this pandemic. Genomic epidemiology uses high-throughput sequencing of SARS-CoV-2 genomes to inform local and international transmission events, as well as the diversity of circulating variants. WBE uses wastewater to analyse community spread, as it is known that SARS-CoV-2 is shed through bodily excretions. Since both symptomatic and asymptomatic individuals contribute to wastewater inputs, we hypothesized that the resultant pooled sample of population-wide excreta can provide a more comprehensive picture of SARS-CoV-2 genomic diversity circulating in a community than clinical testing and sequencing alone. In this study, we analysed 91 wastewater samples from 11 states in the USA, where the majority of samples represent Maricopa County, Arizona (USA). With the objective of assessing the viral diversity at a population scale, we undertook a single-nucleotide variant (SNV) analysis on data from 52 samples with >90% SARS-CoV-2 genome coverage of sequence reads, and compared these SNVs with those detected in genomes sequenced from clinical patients. We identified 7973 SNVs, of which 548 were "novel" SNVs that had not yet been identified in the global clinical-derived data as of 17th June 2020 (the day after our last wastewater sampling date). However, between 17th of June 2020 and 20th November 2020, almost half of the novel SNVs have since been detected in clinical-derived data. Using the combination of SNVs present in each sample, we identified the more probable lineages present in that sample and compared them to lineages observed in North America prior to our sampling dates. The wastewater-derived SARS-CoV-2 sequence data indicates there were more lineages circulating across the sampled communities than represented in the clinical-derived data. Principal coordinate analyses identified patterns in population structure based on genetic variation within the sequenced samples, with clear trends associated with increased diversity likely due to a higher number of infected individuals relative to the sampling dates. We demonstrate that genetic correlation analysis combined with SNVs analysis using wastewater sampling can provide a comprehensive snapshot of the SARS-CoV-2 genetic population structure circulating within a community, which might not be observed if relying solely on clinical cases.
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Affiliation(s)
- Rafaela S Fontenele
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA
| | - Simona Kraberger
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - James Hadfield
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
| | - Erin M Driver
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Devin Bowes
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - LaRinda A Holland
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Temitope O C Faleye
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Sangeet Adhikari
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Sustainable Engineering and the Built Environment, Arizona State University, Tempe, AZ USA
| | - Rahul Kumar
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Rosa Inchausti
- Strategic Management and Diversity Office, City of Tempe, 31 E Fifth Street, Tempe, AZ 85281, USA
| | - Wydale K Holmes
- Strategic Management and Diversity Office, City of Tempe, 31 E Fifth Street, Tempe, AZ 85281, USA
| | - Stephanie Deitrick
- Enterprise GIS & Data Analytics, Information Technology, 31 E Fifth Street, City of Tempe, Tempe, AZ 85281, USA
| | - Philip Brown
- Municipal Utilities, City of Tempe, 31 E Fifth Street, Tempe, AZ 85281, USA
| | - Darrell Duty
- Tempe Fire Medical Rescue, 31 E Fifth Street, City of Tempe, Tempe, AZ 85281, USA
| | - Ted Smith
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | - Aruni Bhatnagar
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | - Ray A Yeager
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | - Rochelle H Holm
- Christina Lee Brown Envirome Institute, University of Louisville, 302 E. Muhammad Ali Blvd., Louisville, KY 40202, USA
| | | | - Elliott Wheeler
- Jacobs Engineering Group Inc., 1999 Bryan Street, Dallas, TX 75201, USA
| | - Kevin Dixon
- Jacobs Engineering Group Inc., 1999 Bryan Street, Dallas, TX 75201, USA
| | - Tim Constantine
- Jacobs Engineering Group Inc., 1999 Bryan Street, Dallas, TX 75201, USA
| | - Melissa A Wilson
- School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA; Center for Evolution and Medicine, Arizona State University, 401 E. Tyler Mall, Tempe, AZ 85287, USA
| | - Efrem S Lim
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA
| | - Xiaofang Jiang
- National Library of Medicine, National Institute of Health, 8600 Rockville Pike, Bethesda, MD 20894, USA
| | - Rolf U Halden
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; OneWaterOneHealth, Nonprofit Project of the Arizona State University Foundation, 1001 S. McAllister Ave., Tempe, AZ 85281, USA
| | - Matthew Scotch
- Biodesign Center for Environmental Health Engineering, Biodesign Institute, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; College of Health Solutions, Arizona State University, 550 N. 3rd St, Phoenix, AZ 85004, USA
| | - Arvind Varsani
- The Biodesign Center for Fundamental and Applied Microbiomics, Arizona State University, 1001 S. McAllister Ave., Tempe, AZ 85281, USA; School of Life Sciences, Arizona State University, 427 East Tyler Mall, Tempe, AZ 85287, USA; Center for Evolution and Medicine, Arizona State University, 401 E. Tyler Mall, Tempe, AZ 85287, USA.
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98
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Aberi P, Arabzadeh R, Insam H, Markt R, Mayr M, Kreuzinger N, Rauch W. Quest for Optimal Regression Models in SARS-CoV-2 Wastewater Based Epidemiology. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:10778. [PMID: 34682523 PMCID: PMC8535556 DOI: 10.3390/ijerph182010778] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Revised: 10/05/2021] [Accepted: 10/09/2021] [Indexed: 12/18/2022]
Abstract
Wastewater-based epidemiology is a recognised source of information for pandemic management. In this study, we investigated the correlation between a SARS-CoV-2 signal derived from wastewater sampling and COVID-19 incidence values monitored by means of individual testing programs. The dataset used in the study is composed of timelines (duration approx. five months) of both signals at four wastewater treatment plants across Austria, two of which drain large communities and the other two drain smaller communities. Eight regression models were investigated to predict the viral incidence under varying data inputs and pre-processing methods. It was found that population-based normalisation and smoothing as a pre-processing of the viral load data significantly influence the fitness of the regression models. Moreover, the time latency lag between the wastewater data and the incidence derived from the testing program was found to vary between 2 and 7 days depending on the time period and site. It was found to be necessary to take such a time lag into account by means of multivariate modelling to boost the performance of the regression. Comparing the models, no outstanding one could be identified as all investigated models are revealing a sufficient correlation for the task. The pre-processing of data and a multivariate model formulation is more important than the model structure.
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Affiliation(s)
- Parisa Aberi
- Department of Infrastructure, University Innsbruck, 6020 Innsbruck, Austria; (P.A.); (R.A.)
| | - Rezgar Arabzadeh
- Department of Infrastructure, University Innsbruck, 6020 Innsbruck, Austria; (P.A.); (R.A.)
| | - Heribert Insam
- Department of Microbiology, University Innsbruck, 6020 Innsbruck, Austria; (H.I.); (R.M.); (M.M.)
| | - Rudolf Markt
- Department of Microbiology, University Innsbruck, 6020 Innsbruck, Austria; (H.I.); (R.M.); (M.M.)
| | - Markus Mayr
- Department of Microbiology, University Innsbruck, 6020 Innsbruck, Austria; (H.I.); (R.M.); (M.M.)
| | - Norbert Kreuzinger
- Institute for Water Quality and Resource Management, Technology University Vienna, 1040 Vienna, Austria;
| | - Wolfgang Rauch
- Department of Infrastructure, University Innsbruck, 6020 Innsbruck, Austria; (P.A.); (R.A.)
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99
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Silva FAFD, de Brito BB, Santos MLC, Marques HS, da Silva Júnior RT, de Carvalho LS, de Sousa Cruz S, Rocha GR, Correa Santos GL, de Souza KC, Maciel RGA, Lopes DS, Silva NOE, Oliveira MV, de Melo FF. Transmission of severe acute respiratory syndrome coronavirus 2 via fecal-oral: Current knowledge. World J Clin Cases 2021; 9:8280-8294. [PMID: 34754839 PMCID: PMC8554441 DOI: 10.12998/wjcc.v9.i28.8280] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 06/15/2021] [Accepted: 08/23/2021] [Indexed: 02/06/2023] Open
Abstract
The pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has resulted in more than 93 million cases and 2 million deaths in the world. SARS-CoV-2 respiratory tract infection and its main clinical manifestations such as cough and shortness of breath are well known to the scientific community. However, a growing number of studies have reported SARS-CoV-2-related gastrointestinal involvement based on clinical manifestations, such as diarrhea, nausea, vomiting, and abdominal pain as well as on the pathophysiological mechanisms associated with coronavirus disease 2019. Furthermore, current evidence suggests SARS-CoV-2 transmission via the fecal-oral route and aerosol dissemination. Moreover, studies have shown a high risk of contamination through hospital surfaces and personal fomites. Indeed, viable SARS-CoV-2 specimens can be obtained from aerosols, which raises the possibility of transmission through aerosolized viral particles from feces. Therefore, the infection by SARS-CoV-2 via fecal-oral route or aerosolized particles should be considered. In addition, a possible viral spread to sources of drinking water, sewage, and rivers as well as the possible risk of viral transmission in shared toilets become a major public health concern, especially in the least developed countries. Since authors have emphasized the presence of viral RNA and even viable SARS-CoV-2 in human feces, studies on the possible fecal-oral coronavirus disease 2019 transmission become essential to understand better the dynamics of its transmission and, then, to reinforce preventive measures against this infection, leading to a more satisfactory control of the incidence of the infection.
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Affiliation(s)
| | - Breno Bittencourt de Brito
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Maria Luísa Cordeiro Santos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Hanna Santos Marques
- Departamento de Ciências Naturais, Universidade Estadual do Sudoeste da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | | | - Lorena Sousa de Carvalho
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Samuel de Sousa Cruz
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Gabriel Reis Rocha
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Gabriel Lima Correa Santos
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Kathlen Coutinho de Souza
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | | | - Daiana Silva Lopes
- Departamento de Bioquímica e Biofísica, Universidade Federal da Bahia, Salvador 40.110-100, Bahia, Brazil
| | - Natália Oliveira e Silva
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Márcio Vasconcelos Oliveira
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45002175, Bahia, Brazil
| | - Fabrício Freire de Melo
- Instituto Multidisciplinar em Saúde, Universidade Federal da Bahia, Vitória da Conquista 45029-094, Bahia, Brazil
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100
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Li X, Kulandaivelu J, Zhang S, Shi J, Sivakumar M, Mueller J, Luby S, Ahmed W, Coin L, Jiang G. Data-driven estimation of COVID-19 community prevalence through wastewater-based epidemiology. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 789:147947. [PMID: 34051491 PMCID: PMC8141262 DOI: 10.1016/j.scitotenv.2021.147947] [Citation(s) in RCA: 48] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/01/2021] [Accepted: 05/18/2021] [Indexed: 05/21/2023]
Abstract
Wastewater-based epidemiology (WBE) has been regarded as a potential tool for the prevalence estimation of coronavirus disease 2019 (COVID-19) in the community. However, the application of the conventional back-estimation approach is currently limited due to the methodological challenges and various uncertainties. This study systematically performed meta-analysis for WBE datasets and investigated the use of data-driven models for the COVID-19 community prevalence in lieu of the conventional WBE back-estimation approach. Three different data-driven models, i.e. multiple linear regression (MLR), artificial neural network (ANN), and adaptive neuro fuzzy inference system (ANFIS) were applied to the multi-national WBE dataset. To evaluate the robustness of these models, predictions for sixteen scenarios with partial inputs were compared against the actual prevalence reports from clinical testing. The performance of models was further validated using unseen data (data sets not included for establishing the model) from different stages of the COVID-19 outbreak. Generally, ANN and ANFIS models showed better accuracy and robustness over MLR models. Air and wastewater temperature played a critical role in the prevalence estimation by data-driven models, especially MLR models. With unseen datasets, ANN model reasonably estimated the prevalence of COVID-19 (cumulative cases) at the initial phase and forecasted the upcoming new cases in 2-4 days at the post-peak phase of the COVID-19 outbreak. This study provided essential information about the feasibility and accuracy of data-driven estimation of COVID-19 prevalence through the WBE approach.
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Affiliation(s)
- Xuan Li
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia
| | | | - Shuxin Zhang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Jiahua Shi
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Muttucumaru Sivakumar
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia
| | - Jochen Mueller
- Queensland Alliance for Environmental Health Science (QAEHS), The University of Queensland, 4102 Brisbane, Australia
| | - Stephen Luby
- Stanford Center for Innovation in Global Health, Stanford Woods Institute for the Environment, Stanford University, Stanford, CA 94305, United States
| | - Warish Ahmed
- CSIRO Land and Water, Ecosciences Precinct, 41 Boggo Road, Qld 4102, Australia
| | - Lachlan Coin
- Division of Medicine, Dentistry and Health Sciences, The University of Melbourne, Australia
| | - Guangming Jiang
- School of Civil, Mining and Environmental Engineering, University of Wollongong, Australia; Illawarra Health and Medical Research Institute (IHMRI), University of Wollongong, Wollongong, Australia.
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