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Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain
Wastewater-based epidemiology has been widely used as a cost-effective method for tracking the COVID-19 pandemic at the community level. Here we describe COVIDBENS, a wastewater surveillance program running from June 2020 to March 2022 in the wastewater treatment plant of Bens in A Coruña (Spain). T...
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/PMC10247271/ https://www.ncbi.nlm.nih.gov/pubmed/37286834 http://dx.doi.org/10.1007/s11356-023-27877-3 |
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author | Trigo-Tasende, Noelia Vallejo, Juan A. Rumbo-Feal, Soraya Conde-Pérez, Kelly Vaamonde, Manuel López-Oriona, Ángel Barbeito, Inés Nasser-Ali, Mohammed Reif, Rubén Rodiño-Janeiro, Bruno K. Fernández-Álvarez, Elisa Iglesias-Corrás, Iago Freire, Borja Tarrío-Saavedra, Javier Tomás, Laura Gallego-García, Pilar Posada, David Bou, Germán López-de-Ullibarri, Ignacio Cao, Ricardo Ladra, Susana Poza, Margarita |
author_facet | Trigo-Tasende, Noelia Vallejo, Juan A. Rumbo-Feal, Soraya Conde-Pérez, Kelly Vaamonde, Manuel López-Oriona, Ángel Barbeito, Inés Nasser-Ali, Mohammed Reif, Rubén Rodiño-Janeiro, Bruno K. Fernández-Álvarez, Elisa Iglesias-Corrás, Iago Freire, Borja Tarrío-Saavedra, Javier Tomás, Laura Gallego-García, Pilar Posada, David Bou, Germán López-de-Ullibarri, Ignacio Cao, Ricardo Ladra, Susana Poza, Margarita |
author_sort | Trigo-Tasende, Noelia |
collection | PubMed |
description | Wastewater-based epidemiology has been widely used as a cost-effective method for tracking the COVID-19 pandemic at the community level. Here we describe COVIDBENS, a wastewater surveillance program running from June 2020 to March 2022 in the wastewater treatment plant of Bens in A Coruña (Spain). The main goal of this work was to provide an effective early warning tool based in wastewater epidemiology to help in decision-making at both the social and public health levels. RT-qPCR procedures and Illumina sequencing were used to weekly monitor the viral load and to detect SARS-CoV-2 mutations in wastewater, respectively. In addition, own statistical models were applied to estimate the real number of infected people and the frequency of each emerging variant circulating in the community, which considerable improved the surveillance strategy. Our analysis detected 6 viral load waves in A Coruña with concentrations between 10(3) and 10(6) SARS-CoV-2 RNA copies/L. Our system was able to anticipate community outbreaks during the pandemic with 8–36 days in advance with respect to clinical reports and, to detect the emergence of new SARS-CoV-2 variants in A Coruña such as Alpha (B.1.1.7), Delta (B.1.617.2), and Omicron (B.1.1.529 and BA.2) in wastewater with 42, 30, and 27 days, respectively, before the health system did. Data generated here helped local authorities and health managers to give a faster and more efficient response to the pandemic situation, and also allowed important industrial companies to adapt their production to each situation. The wastewater-based epidemiology program developed in our metropolitan area of A Coruña (Spain) during the SARS-CoV-2 pandemic served as a powerful early warning system combining statistical models with mutations and viral load monitoring in wastewater over time. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-023-27877-3. |
format | Online Article Text |
id | pubmed-10247271 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-102472712023-06-08 Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain Trigo-Tasende, Noelia Vallejo, Juan A. Rumbo-Feal, Soraya Conde-Pérez, Kelly Vaamonde, Manuel López-Oriona, Ángel Barbeito, Inés Nasser-Ali, Mohammed Reif, Rubén Rodiño-Janeiro, Bruno K. Fernández-Álvarez, Elisa Iglesias-Corrás, Iago Freire, Borja Tarrío-Saavedra, Javier Tomás, Laura Gallego-García, Pilar Posada, David Bou, Germán López-de-Ullibarri, Ignacio Cao, Ricardo Ladra, Susana Poza, Margarita Environ Sci Pollut Res Int Research Article Wastewater-based epidemiology has been widely used as a cost-effective method for tracking the COVID-19 pandemic at the community level. Here we describe COVIDBENS, a wastewater surveillance program running from June 2020 to March 2022 in the wastewater treatment plant of Bens in A Coruña (Spain). The main goal of this work was to provide an effective early warning tool based in wastewater epidemiology to help in decision-making at both the social and public health levels. RT-qPCR procedures and Illumina sequencing were used to weekly monitor the viral load and to detect SARS-CoV-2 mutations in wastewater, respectively. In addition, own statistical models were applied to estimate the real number of infected people and the frequency of each emerging variant circulating in the community, which considerable improved the surveillance strategy. Our analysis detected 6 viral load waves in A Coruña with concentrations between 10(3) and 10(6) SARS-CoV-2 RNA copies/L. Our system was able to anticipate community outbreaks during the pandemic with 8–36 days in advance with respect to clinical reports and, to detect the emergence of new SARS-CoV-2 variants in A Coruña such as Alpha (B.1.1.7), Delta (B.1.617.2), and Omicron (B.1.1.529 and BA.2) in wastewater with 42, 30, and 27 days, respectively, before the health system did. Data generated here helped local authorities and health managers to give a faster and more efficient response to the pandemic situation, and also allowed important industrial companies to adapt their production to each situation. The wastewater-based epidemiology program developed in our metropolitan area of A Coruña (Spain) during the SARS-CoV-2 pandemic served as a powerful early warning system combining statistical models with mutations and viral load monitoring in wastewater over time. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11356-023-27877-3. Springer Berlin Heidelberg 2023-06-07 2023 /pmc/articles/PMC10247271/ /pubmed/37286834 http://dx.doi.org/10.1007/s11356-023-27877-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Trigo-Tasende, Noelia Vallejo, Juan A. Rumbo-Feal, Soraya Conde-Pérez, Kelly Vaamonde, Manuel López-Oriona, Ángel Barbeito, Inés Nasser-Ali, Mohammed Reif, Rubén Rodiño-Janeiro, Bruno K. Fernández-Álvarez, Elisa Iglesias-Corrás, Iago Freire, Borja Tarrío-Saavedra, Javier Tomás, Laura Gallego-García, Pilar Posada, David Bou, Germán López-de-Ullibarri, Ignacio Cao, Ricardo Ladra, Susana Poza, Margarita Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain |
title | Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain |
title_full | Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain |
title_fullStr | Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain |
title_full_unstemmed | Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain |
title_short | Wastewater early warning system for SARS-CoV-2 outbreaks and variants in a Coruña, Spain |
title_sort | wastewater early warning system for sars-cov-2 outbreaks and variants in a coruña, spain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10247271/ https://www.ncbi.nlm.nih.gov/pubmed/37286834 http://dx.doi.org/10.1007/s11356-023-27877-3 |
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