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20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil
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 Curi...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10224667/ https://www.ncbi.nlm.nih.gov/pubmed/37243767 http://dx.doi.org/10.1007/s11356-023-27926-x |
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author | Belmonte-Lopes, Ricardo Barquilha, Carlos E. R. Kozak, Caroline Barcellos, Demian S. Leite, Bárbara Z. da Costa, Fernanda J. O. Gomes Martins, William L. Oliveira, Pâmela E. Pereira, Edy H. R. A. Filho, Cesar R. Mota de Souza, Emanuel M. Possetti, Gustavo R. C. Vicente, Vania A. Etchepare, Ramiro G. |
author_facet | Belmonte-Lopes, Ricardo Barquilha, Carlos E. R. Kozak, Caroline Barcellos, Demian S. Leite, Bárbara Z. da Costa, Fernanda J. O. Gomes Martins, William L. Oliveira, Pâmela E. Pereira, Edy H. R. A. Filho, Cesar R. Mota de Souza, Emanuel M. Possetti, Gustavo R. C. Vicente, Vania A. Etchepare, Ramiro G. |
author_sort | Belmonte-Lopes, Ricardo |
collection | PubMed |
description | 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-023-27926-x. |
format | Online Article Text |
id | pubmed-10224667 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-102246672023-05-30 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil Belmonte-Lopes, Ricardo Barquilha, Carlos E. R. Kozak, Caroline Barcellos, Demian S. Leite, Bárbara Z. da Costa, Fernanda J. O. Gomes Martins, William L. Oliveira, Pâmela E. Pereira, Edy H. R. A. Filho, Cesar R. Mota de Souza, Emanuel M. Possetti, Gustavo R. C. Vicente, Vania A. Etchepare, Ramiro G. Environ Sci Pollut Res Int Research Article 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-023-27926-x. Springer Berlin Heidelberg 2023-05-27 /pmc/articles/PMC10224667/ /pubmed/37243767 http://dx.doi.org/10.1007/s11356-023-27926-x Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Research Article Belmonte-Lopes, Ricardo Barquilha, Carlos E. R. Kozak, Caroline Barcellos, Demian S. Leite, Bárbara Z. da Costa, Fernanda J. O. Gomes Martins, William L. Oliveira, Pâmela E. Pereira, Edy H. R. A. Filho, Cesar R. Mota de Souza, Emanuel M. Possetti, Gustavo R. C. Vicente, Vania A. Etchepare, Ramiro G. 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil |
title | 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil |
title_full | 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil |
title_fullStr | 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil |
title_full_unstemmed | 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil |
title_short | 20-Month monitoring of SARS-CoV-2 in wastewater of Curitiba, in Southern Brazil |
title_sort | 20-month monitoring of sars-cov-2 in wastewater of curitiba, in southern brazil |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10224667/ https://www.ncbi.nlm.nih.gov/pubmed/37243767 http://dx.doi.org/10.1007/s11356-023-27926-x |
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