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Scaccia N, da Silva Fonseca JV, Megueya AL, de Aragão GL, Rasolofoarison T, de Paula AV, de Vinci Kanda Kupa L, Tchatchueng J, Makuetche K, Rasolojaona TZ, Rasamoelina T, Razzolini MTP, Duarte NJC, Mendes-Correa MC, Samison LH, Guimaraes T, Sabino EC, Komurian-Pradel F, Nzouankeu A, Costa SF. Analysis of chlorhexidine, antibiotics and bacterial community composition in water environments from Brazil, Cameroon and Madagascar during the COVID-19 pandemic. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 932:173016. [PMID: 38723967 DOI: 10.1016/j.scitotenv.2024.173016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 05/03/2024] [Accepted: 05/04/2024] [Indexed: 05/14/2024]
Abstract
The widespread of chlorhexidine and antibiotics in the water bodies, which grew during the global COVID-19 pandemic, can increase the dispersion of antibiotic resistance. We assessed the occurrence of these pharmaceutical compounds as well as SARS-CoV-2 and analysed the bacterial community structure of hospital and urban wastewaters from Brazil, Cameroon, and Madagascar. Water and wastewater samples (n = 59) were collected between January-June 2022. Chlorhexidine, azithromycin, levofloxacin, ceftriaxone, gentamicin and meropenem were screened by Ultra-High-Performance Liquid Chromatography coupled with mass spectrometer. SARS-CoV-2 was detected based on the nucleocapsid gene (in Cameroon and Madagascar), and envelope and spike protein-encoding genes (in Brazil). The total community-DNA was extracted and used for bacterial community analysis based on the 16S rRNA gene. To unravel likely interaction between pharmaceutical compounds and/or SARS-CoV-2 with the water bacterial community, multivariate statistics were performed. Chlorhexidine was found in hospital wastewater effluent from Brazil with a maximum concentration value of 89.28 μg/L. Additionally, antibiotic residues such as azithromycin and levofloxacin were also present at concentrations between 0.32-7.37 μg/L and 0.11-118.91 μg/L, respectively. In Cameroon, azithromycin was the most found antibiotic present at concentrations from 1.14 to 1.21 μg/L. In Madagascar instead, ceftriaxone (0.68-11.53 μg/L) and levofloxacin (0.15-0.30 μg/L) were commonly found. The bacterial phyla statistically significant different (P < 0,05) among participating countries were Proteobacteria, Patescibacteria and Dependentiae which were mainly abundant in waters sampled in Africa and, other phyla such as Firmicutes, Campylobacterota and Fusobacteriota were more abundant in Brazil. The phylum Caldisericota was only found in raw hospital wastewater samples from Madagascar. The canonical correspondence analysis results suggest significant correlation of azithromycin, meropenem and levofloxacin with bacteria families such as Enterococcaceae, Flavobacteriaceae, Deinococcaceae, Thermacetogeniaceae and Desulfomonilaceae, Spirochaetaceae, Methanosaetaceae, Synergistaceae, respectively. Water samples were also positive for SARS-CoV-2 with the lowest number of hospitalized COVID-19 patients in Madagascar (n = 7) and Brazil (n = 30). Our work provides new data about the bacterial community profile and the presence of pharmaceutical compounds in the hospital effluents from Brazil, Cameroon, and Madagascar, whose limited information is available. These compounds can exacerbate the spreading of antibiotic resistance and therefore pose a risk to public health.
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Affiliation(s)
- Nazareno Scaccia
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil.
| | - Joyce Vanessa da Silva Fonseca
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil
| | - Armelle Leslie Megueya
- Department of Hygiene and Environment Microbiology Section, Centre Pasteur of Cameroon, PO Box 1274, Yaounde, 451, Rue 2005, Yaounde 2, Yaounde, Cameroon
| | - Gabrielly Lacerda de Aragão
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil
| | - Tiavina Rasolofoarison
- Charles Merieux Center of Infectious Disease, University of Antananarivo, Ankatso University Campus, BP 4299, 101 Antananarivo, Madagascar
| | - Anderson Vicente de Paula
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil
| | - Léonard de Vinci Kanda Kupa
- Central Laboratory Division, Hospital das Clinicas HCFMUSP, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 155, 01246-100 Cerqueira César, São Paulo, Brazil
| | - Jules Tchatchueng
- Department of Epidemiology, Centre Pasteur of Cameroon, PO Box 1274, Yaounde, 451, Rue 2005, Yaounde 2, Yaounde, Cameroon
| | - Kévine Makuetche
- Department of Hygiene and Environment Microbiology Section, Centre Pasteur of Cameroon, PO Box 1274, Yaounde, 451, Rue 2005, Yaounde 2, Yaounde, Cameroon
| | - Tahiry Z Rasolojaona
- Charles Merieux Center of Infectious Disease, University of Antananarivo, Ankatso University Campus, BP 4299, 101 Antananarivo, Madagascar
| | - Tahinamandranto Rasamoelina
- Charles Merieux Center of Infectious Disease, University of Antananarivo, Ankatso University Campus, BP 4299, 101 Antananarivo, Madagascar
| | - Maria Tereza Pepe Razzolini
- School of Public Health of University of São Paulo, Av. Dr. Arnaldo, 715, 01246-904 Cerqueira César, São Paulo, Brazil
| | - Nilo José Coelho Duarte
- Central Laboratory Division, Hospital das Clinicas HCFMUSP, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas Carvalho de Aguiar, 155, 01246-100 Cerqueira César, São Paulo, Brazil
| | - Maria Cássia Mendes-Correa
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil
| | - Luc Hervé Samison
- Charles Merieux Center of Infectious Disease, University of Antananarivo, Ankatso University Campus, BP 4299, 101 Antananarivo, Madagascar
| | - Thais Guimaraes
- Infection Control Committee Hospital das clínicas, Faculty of Medicine, University of São Paulo, Brazil
| | - Ester Cerdeira Sabino
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil
| | | | - Ariane Nzouankeu
- Department of Hygiene and Environment Microbiology Section, Centre Pasteur of Cameroon, PO Box 1274, Yaounde, 451, Rue 2005, Yaounde 2, Yaounde, Cameroon
| | - Silvia Figueiredo Costa
- Department of Infectious Diseases and Institute of Tropical Medicine, Faculty of Medicine, University of São Paulo, Av. Dr. Enéas de Carvalho Aguiar, 470, 05403-000 Cerqueira César, São Paulo, Brazil
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2
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Perry WB, Chrispim MC, Barbosa MRF, de Souza Lauretto M, Razzolini MTP, Nardocci AC, Jones O, Jones DL, Weightman A, Sato MIZ, Montagner C, Durance I. Cross-continental comparative experiences of wastewater surveillance and a vision for the 21st century. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 919:170842. [PMID: 38340868 DOI: 10.1016/j.scitotenv.2024.170842] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 02/05/2024] [Accepted: 02/07/2024] [Indexed: 02/12/2024]
Abstract
The COVID-19 pandemic has brought the epidemiological value of monitoring wastewater into sharp focus. The challenges of implementing and optimising wastewater monitoring vary significantly from one region to another, often due to the array of different wastewater systems around the globe, as well as the availability of resources to undertake the required analyses (e.g. laboratory infrastructure and expertise). Here we reflect on the local and shared challenges of implementing a SARS-CoV-2 monitoring programme in two geographically and socio-economically distinct regions, São Paulo state (Brazil) and Wales (UK), focusing on design, laboratory methods and data analysis, and identifying potential guiding principles for wastewater surveillance fit for the 21st century. Our results highlight the historical nature of region-specific challenges to the implementation of wastewater surveillance, including previous experience of using wastewater surveillance, stakeholders involved, and nature of wastewater infrastructure. Building on those challenges, we then highlight what an ideal programme would look like if restrictions such as resource were not a constraint. Finally, we demonstrate the value of bringing multidisciplinary skills and international networks together for effective wastewater surveillance.
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Affiliation(s)
| | - Mariana Cardoso Chrispim
- Environmental and Biosciences Department, School of Business, Innovation and Sustainability, Halmstad University, Kristian IV:s väg 3, 30118 Halmstad, Sweden
| | - Mikaela Renata Funada Barbosa
- Environmental Analysis Department, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo CEP 05459-900, Brazil; NARA - Center for Research in Environmental Risk Assessment, School of Public Health, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil
| | - Marcelo de Souza Lauretto
- NARA - Center for Research in Environmental Risk Assessment, School of Public Health, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil; School of Arts, Sciences and Humanities, University of Sao Paulo, Rua Arlindo Bettio, 1000, São Paulo CEP 03828-000, Brazil
| | - Maria Tereza Pepe Razzolini
- NARA - Center for Research in Environmental Risk Assessment, School of Public Health, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil; School of Public Health, University of Sao Paulo, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil
| | - Adelaide Cassia Nardocci
- NARA - Center for Research in Environmental Risk Assessment, School of Public Health, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil; School of Public Health, University of Sao Paulo, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil
| | - Owen Jones
- School of Mathematics, Cardiff University, Cardiff CF24 4AG, UK
| | - Davey L Jones
- Environment Centre Wales, Bangor University, Bangor LL57 2UW, UK; Food Futures Institute, Murdoch University, Murdoch WA 6105, Australia
| | | | - Maria Inês Zanoli Sato
- Environmental Analysis Department, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo CEP 05459-900, Brazil; NARA - Center for Research in Environmental Risk Assessment, School of Public Health, Environmental Health Department, Av. Dr Arnaldo, 715, 01246-904 São Paulo, Brazil
| | - Cassiana Montagner
- Environmental Chemistry Laboratory, Institute of Chemistry, University of Campinas, Campinas, São Paulo 13083970, Brazil
| | - Isabelle Durance
- School of Biosciences, Cardiff University, Cardiff CF10 3AX, UK.
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3
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Taniwaki RH, Bueno RF, Bispo GBS, Augusto MR, Souza GS, Chyoshi B, Benassi RF, Gouveia N, Camilo LMB, Duran AFA, Schiesari LC. Incomplete sanitation in the Metropolitan Region of São Paulo results in detection of SARS-CoV-2 in headwater streams. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 908:168006. [PMID: 37871821 DOI: 10.1016/j.scitotenv.2023.168006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 10/25/2023]
Abstract
Among the largest metropolitan regions in the world, the Metropolitan Region of São Paulo (MRSP) represents an important case study for the COVID-19 respiratory disease pandemic because it is home to >20 million people, making it one of the largest metropolitan regions in the global south. Besides the high population density, the MRSP has several problems related to social and economic aspects, which may reflect in the dynamics of SARS-CoV-2 virus, such as low income, lack of sanitation and social vulnerability in the peripheral regions of MRSP. In these regions, the input of untreated sewage on the streams and rivers can be frequently observed, which may represent an indicator of poor sewer system. Therefore, this study aimed to identify if streams draining urbanized regions without appropriate sanitation are prone to receive higher loads of detectable SARS-CoV-2 in its waters. For this, we collected water samples from 45 headwater streams distributed across an urbanization gradient (0-100 % of urbanization) in the MRSP, with three replicates in each stream and analyzed the concentrations of SARS-CoV-2 RNA targeting the nucleocapsid N1 and N2 genomic regions. In addition, we analyzed the relationship between the concentrations of SARS-CoV-2 RNA and sanitation and social variables. Our results showed that the concentrations of SARS-CoV-2 RNA were higher in the streams draining medium to high urbanized catchments, especially because of the lack of sanitation and the higher probabilities to detect SARS-CoV-2 RNA in the stream water was associated with households without a septic tank or sewage system within the catchment, followed by per capita household income. These results reflect the lack of urbanization planning and the lack of sanitation, especially in the poor regions from the MRSP, adding another risk for the already vulnerable population in a metropolitan region from the global south during a pandemic disease.
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Affiliation(s)
- Ricardo H Taniwaki
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil.
| | - Rodrigo F Bueno
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Giulia B S Bispo
- Escola de Artes, Ciências e Humanidades, Universidade de São Paulo - USP, Av. Arlindo Béttio, 1000, B. Ermelino Matarazzo, São Paulo, SP 03828-000, Brazil
| | - Matheus R Augusto
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Guilherme S Souza
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Bruna Chyoshi
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Roseli F Benassi
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Nelson Gouveia
- Departamento de Medicina Preventiva, Universidade de São Paulo - USP, Av. Dr. Arnaldo, 455, São Paulo, SP 01246-903, Brazil
| | - Lívia M B Camilo
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Adriana F A Duran
- Centro de Engenharia, Modelagem e Ciências Sociais Aplicadas, Universidade Federal do ABC - UFABC, Av. dos Estados, 5001, B. Bangú, Santo André, SP 09070-200, Brazil
| | - Luís C Schiesari
- Escola de Artes, Ciências e Humanidades, Universidade de São Paulo - USP, Av. Arlindo Béttio, 1000, B. Ermelino Matarazzo, São Paulo, SP 03828-000, Brazil
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4
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Dutra LB, Stein JF, da Rocha BS, Berger A, de Souza BA, Prandi BA, Mangini AT, Jarenkow A, Campos AAS, Fan FM, de Almeida Silva MC, Lipp-Nissinen KH, Loncan MR, Augusto MR, Franco AC, de Freitas Bueno R, Rigotto C. Environmental monitoring of SARS-CoV-2 in the metropolitan area of Porto Alegre, Rio Grande do Sul (RS), Brazil. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2024; 31:2129-2144. [PMID: 38057673 DOI: 10.1007/s11356-023-31081-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Accepted: 11/13/2023] [Indexed: 12/08/2023]
Abstract
Since starts the coronavirus disease 2019 (COVID-19) pandemic identified the presence of genomic fragments of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in various environmental matrices: domestic sewage, surface waters, and contaminated freshwater. Environmental monitoring of SARS-CoV-2 is a tool for evaluating trend curves over the months, compared to several clinical cases of the disease. The objective of this study was to monitor the SARS-CoV-2 in environmental samples collected in different sites in a metropolitan area of Porto Alegre, Southern Brazil. During 10 months from 2020 to 2021, 300 samples were collected weekly and biweekly from nine points located in 3 cities: one point from a wastewater treatment plant (WWTP) in São Leopoldo (fortnightly collection), two points in Dilúvio Stream in Porto Alegre (fortnightly collection), two points in Pampa and Luiz Rau Streams (weekly collection), and two points in public fountains (fortnightly collection) in Novo Hamburgo. After collection, samples were concentrated by ultracentrifugation, and viral nucleic acids were extracted using MagMax® Core Nucleic Acid Purifications kits and submitted to RT-qPCR, using E, N1, and N2 gene targets of SARS-CoV-2. Only 7% (3/41) samples from public fountains were positive, with a mean viral load (VL) of SARS-CoV-2 RNA of 5.02 × 101 gc/l (2.41~8.59 × 101 gc/l), while the streams had average VL of 7.43 × 105 gc/l (Pampa), 7.06 × 105 gc/l (Luiz Rau), 2.01 × 105 gc/l (Dilúvio), and 4.46 × 105 cg/l (WWTP). The results showed varying levels of viral presence in different sample types, with a demonstrated correlation between environmental viral load and clinical COVID-19 cases. These findings contribute to understanding virus persistence and transmission pathways in the environment. Continuous monitoring, especially in less developed regions, is crucial for early detection of vaccine resistance, new variants, and potential COVID-19 resurgence.
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Affiliation(s)
- Leticia Batista Dutra
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil
| | - Janaína Francieli Stein
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil
| | - Bruna Seixas da Rocha
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil
| | - Andresa Berger
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Beatriz Andrade de Souza
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Bruno Aschidamini Prandi
- Virology Laboratory, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 90050-170, Brazil
| | - Arthur Tonietto Mangini
- Virology Laboratory, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 90050-170, Brazil
| | - André Jarenkow
- State Center for Health Surveillance, Rio Grande do Sul State Health Department, Porto Alegre, RS, CEP 90119-900, Brazil
| | - Aline Alves Scarpellini Campos
- State Center for Health Surveillance, Rio Grande do Sul State Health Department, Porto Alegre, RS, CEP 90119-900, Brazil
| | - Fernando Mainardi Fan
- Hydraulic Research Institute, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 91501-970, Brazil
| | | | - Katia Helena Lipp-Nissinen
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Manuel Rodrigues Loncan
- Division of Laboratories, Henrique Luis Roessler State Foundation for Environmental Protection (FEPAM), Porto Alegre, RS, CEP 90020-021, Brazil
| | - Matheus Ribeiro Augusto
- Center of Engineering, Modelling and Applied Social Sciences (CECS), Federal University of ABC (UFABC), Santo Andre, SP, CEP 09210-580, Brazil
| | - Ana Cláudia Franco
- Virology Laboratory, Institute for Basic Health Sciences, Federal University of Rio Grande do Sul, Porto Alegre, RS, CEP 90050-170, Brazil
| | - Rodrigo de Freitas Bueno
- Center of Engineering, Modelling and Applied Social Sciences (CECS), Federal University of ABC (UFABC), Santo Andre, SP, CEP 09210-580, Brazil
| | - Caroline Rigotto
- Laboratory of Molecular Microbiology and Cytotoxicity, Health Sciences Institute, Feevale University, ERS 239 n° 2755, Novo Hamburgo, RS, CEP 93352-000, Brazil.
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5
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Belmonte-Lopes R, Barquilha CER, Kozak C, Barcellos DS, Leite BZ, da Costa FJOG, Martins WL, Oliveira PE, Pereira EHRA, Filho CRM, de Souza EM, Possetti GRC, Vicente VA, Etchepare RG. 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023:10.1007/s11356-023-27926-x. [PMID: 37243767 DOI: 10.1007/s11356-023-27926-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 05/22/2023] [Indexed: 05/29/2023]
Abstract
The COVID-19 pandemic resulted in the collapse of healthcare systems and led to the development and application of several approaches of wastewater-based epidemiology to monitor infected populations. The main objective of this study was to carry out a SARS-CoV-2 wastewater based surveillance in Curitiba, Southern Brazil Sewage samples were collected weekly for 20 months at the entrance of five treatment plants representing the entire city and quantified by qPCR using the N1 marker. The viral loads were correlated with epidemiological data. The correlation by sampling points showed that the relationship between the viral loads and the number of reported cases was best described by a cross-correlation function, indicating a lag between 7 and 14 days amidst the variables, whereas the data for the entire city presented a higher correlation (0.84) with the number of positive tests at lag 0 (sampling day). The results also suggest that the Omicron VOC resulted in higher titers than the Delta VOC. Overall, our results showed that the approach used was robust as an early warning system, even with the use of different epidemiological indicators or changes in the virus variants in circulation. Therefore, it can contribute to public decision-makers and health interventions, especially in vulnerable and low-income regions with limited clinical testing capacity. Looking toward the future, this approach will contribute to a new look at environmental sanitation and should even induce an increase in sewage coverage rates in emerging countries.
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Affiliation(s)
- Ricardo Belmonte-Lopes
- Graduate Program On Pathology, Parasitology, and Microbiology, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Basic Pathology Department, Biological Sciences Sector, Microbiological Collections of Paraná Network, Room 135/136. 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Basic Pathology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Carlos E R Barquilha
- Graduate Program On Water Resources and Environmental Engineering, Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Caroline Kozak
- Environment Department, Maringa State University, SESI Block, 1800 Ângelo Moreira da Fonseca AvenueRoom 15, Parque Danielle, Umuarama, PR, 87506-370, Brazil
| | - Demian S Barcellos
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Bárbara Z Leite
- Research and Innovation Management, Paraná Sanitation Company (SANEPAR), 1376 Eng. Rebouças St, Rebouças, Curitiba, PR, 80215-900, Brazil
| | - Fernanda J O Gomes da Costa
- Research and Innovation Management, Paraná Sanitation Company (SANEPAR), 1376 Eng. Rebouças St, Rebouças, Curitiba, PR, 80215-900, Brazil
| | - William L Martins
- Basic Pathology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Pâmela E Oliveira
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Edy H R A Pereira
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Cesar R Mota Filho
- Sanitary and Environmental Engineering Department, Federal University of Minas Gerais (UFMG), 6627 Antonio Carlos Avenue, Block 1, Room 4529, Belo Horizonte, MG, 31270-901, Brazil
| | - Emanuel M de Souza
- Biochemistry and Molecular Biology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Gustavo R C Possetti
- Research and Innovation Management, Paraná Sanitation Company (SANEPAR), 1376 Eng. Rebouças St, Rebouças, Curitiba, PR, 80215-900, Brazil
| | - Vania A Vicente
- Basic Pathology Department, Biological Sciences Sector, Microbiological Collections of Paraná Network, Room 135/136. 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
- Basic Pathology Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil
| | - Ramiro G Etchepare
- Hydraulics and Sanitation Department, Federal University of Paraná, 100 Coronel Francisco Heráclito Dos Santos Avenue, Curitiba, PR, 81530-000, Brazil.
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6
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Henriques TB, Cassini ST, de Pinho Keller R. Contribution of wastewater-based epidemiology to SARS-CoV-2 screening in Brazil and the United States. JOURNAL OF WATER AND HEALTH 2023; 21:343-353. [PMID: 37338314 PMCID: wh_2023_260 DOI: 10.2166/wh.2023.260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
Wastewater-based epidemiology (WBE) is a valuable tool for investigating the existence, prevalence, and spread of pathogens, such as SARS-CoV-2, in a given population. WBE, proposed as part of the SARS-CoV-2 surveillance strategy for monitoring virus circulation, may complement clinical data and contribute to reducing the spread of the disease through early detection. In developing countries such as Brazil, where clinical data are scarce, information obtained from wastewater monitoring can be crucial for designing public health interventions. In the United States, the country with the largest number of confirmed SARS-CoV-2 cases worldwide, WBE programs have begun to be carried out to investigate correlations with coronavirus disease 2019 (COVID-19) clinical data and support health agencies in decision-making to prevent the spread of the disease. This systematic review aimed to assess the contribution of WBE to SARS-CoV-2 screening in Brazil and the United States and compare studies conducted in a developed and developing country. Studies in Brazil and the United States showed WBE to be an important epidemiological surveillance strategy in the context of the COVID-19 pandemic. WBE approaches are useful for early detection of COVID-19 outbreaks, estimation of clinical cases, and assessment of the effectiveness of vaccination program.
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Affiliation(s)
- Taciane Barbosa Henriques
- Sanitation Laboratory, Department of Environmental Engineering, Federal University of Espírito Santo, Vitória, Espirito Santo, Brazil E-mail:
| | - Servio Túlio Cassini
- Sanitation Laboratory, Department of Environmental Engineering, Federal University of Espírito Santo, Vitória, Espirito Santo, Brazil E-mail:
| | - Regina de Pinho Keller
- Sanitation Laboratory, Department of Environmental Engineering, Federal University of Espírito Santo, Vitória, Espirito Santo, Brazil E-mail:
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Barbosa MRF, Garcia SC, Bruni ADC, Machado FS, de Oliveira RX, Dropa M, da Costa AC, Leal E, Brandão CJ, da Silva RLO, Iko BY, Kondo VKM, de Araújo RS, da Silveira VB, de Andrade TM, Nunes DR, Janini LMR, Braconi CT, Maricato JT, Sato MIZ. One-year surveillance of SARS-CoV-2 in wastewater from vulnerable urban communities in metropolitan São Paulo, Brazil. JOURNAL OF WATER AND HEALTH 2022; 20:471-490. [PMID: 36366999 DOI: 10.2166/wh.2022.210] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
The current COVID-19 pandemic has emphasized the vulnerability of communities living in the urban outskirts and informal settlements. The lack of reliable COVID-19 case data highlights the importance and application of wastewater-based epidemiology. This study aimed to monitor the COVID-19 trends in four vulnerable urban communities (slums and low-income neighborhoods) in metropolitan São Paulo by assessing the SARS-CoV-2 RNA viral load in wastewater. We analyzed 160 samples from May 2020 to June 2021 with weekly or fortnightly samplings. The samples were ultracentrifuged with glycine elution and quantified by N1/N2 SARS-CoV-2 RT-qPCR. The results of positivity were 100% (Paraisópolis, Heliópolis and Cidade Tiradentes) and 76.9% (Vila Brasilândia). The new case numbers of COVID-19, counted from the onset of symptoms, positively correlated with SARS-CoV-2 N1 viral loads from the two largest communities (p<0.001). SARS-CoV-2 infectivity was tested in Vero E6 cells after concentration with the two techniques, ultrafiltration (Centricon® Plus-70 10 kDa) and sucrose cushion ultracentrifugation, but none of the evaluated samples presented positive results. Next-generation sequencing (NGS) analysis from samples collected in March and August 2021 revealed the presence of the clade 20 J (lineage P.1) belonging to the most prevalent circulating variant in the country. Our results showed that wastewater surveillance data can be used as complementary indicators to monitor the dynamics and temporal trends of COVID-19. The infectivity test results strengthened the evidence of low risk of infection associated with SARS-CoV-2 in wastewater.
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Affiliation(s)
- Mikaela Renata Funada Barbosa
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Suzi Cristina Garcia
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Antonio de Castro Bruni
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | | | - Roberto Xavier de Oliveira
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Milena Dropa
- School of Public Health, Universidade de São Paulo (USP), São Paulo, Brazil
| | | | - Elcio Leal
- Institute of Biological Sciences, Universidade Federal do Pará (UFPA), Belém, Brazil
| | - Carlos Jesus Brandão
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Renan Lourenço Oliveira da Silva
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Beatriz Yukie Iko
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Victor Kenji Matsuoka Kondo
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Ronalda Silva de Araújo
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
| | - Vanessa Barbosa da Silveira
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, (UNIFESP), São Paulo, Brazil
| | - Tatiane Montes de Andrade
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, (UNIFESP), São Paulo, Brazil
| | - Danilo Rosa Nunes
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, (UNIFESP), São Paulo, Brazil
| | - Luiz Mário Ramos Janini
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, (UNIFESP), São Paulo, Brazil
| | - Carla Torres Braconi
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, (UNIFESP), São Paulo, Brazil
| | - Juliana Terzi Maricato
- Department of Microbiology, Immunology and Parasitology, Escola Paulista de Medicina, (UNIFESP), São Paulo, Brazil
| | - Maria Inês Zanoli Sato
- Department of Environmental Analysis, Division of Microbiology and Parasitology, Environmental Company of the São Paulo State (CETESB), Av. Prof. Frederico Hermann Jr., 345, São Paulo, CEP 05459-900, Brazil E-mail:
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