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Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil
The COVID-19 pandemic has caused a global health crisis, and wastewater-based epidemiology (WBE) has emerged as an important tool to assist public health decision-making. Recent studies have shown that the SARS-CoV-2 RNA concentration in wastewater samples is a reliable indicator of the severity of...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier B.V.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691275/ https://www.ncbi.nlm.nih.gov/pubmed/36436622 http://dx.doi.org/10.1016/j.scitotenv.2022.160498 |
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author | de Araújo, Juliana Calábria Madeira, Camila L. Bressani, Thiago Leal, Cíntia Leroy, Deborah Machado, Elayne C. Fernandes, Luyara A. Espinosa, Maria Fernanda Freitas, Gabriel Tadeu O. Leão, Thiago Mota, Vera Tainá Pereira, Alyne Duarte Perdigão, Carlos Tröger, Flávio Ayrimoraes, Sérgio de Melo, Marilia Carvalho Laguardia, Filipe Reis, Marcus Tulius P. Mota, César Chernicharo, Carlos A.L. |
author_facet | de Araújo, Juliana Calábria Madeira, Camila L. Bressani, Thiago Leal, Cíntia Leroy, Deborah Machado, Elayne C. Fernandes, Luyara A. Espinosa, Maria Fernanda Freitas, Gabriel Tadeu O. Leão, Thiago Mota, Vera Tainá Pereira, Alyne Duarte Perdigão, Carlos Tröger, Flávio Ayrimoraes, Sérgio de Melo, Marilia Carvalho Laguardia, Filipe Reis, Marcus Tulius P. Mota, César Chernicharo, Carlos A.L. |
author_sort | de Araújo, Juliana Calábria |
collection | PubMed |
description | The COVID-19 pandemic has caused a global health crisis, and wastewater-based epidemiology (WBE) has emerged as an important tool to assist public health decision-making. Recent studies have shown that the SARS-CoV-2 RNA concentration in wastewater samples is a reliable indicator of the severity of the pandemic for large populations. However, few studies have established a strong correlation between the number of infected people and the viral concentration in wastewater due to variations in viral shedding over time, viral decay, infiltration, and inflow. Herein we present the relationship between the number of COVID-19-positive patients and the viral concentration in wastewater samples from three different hospitals (A, B, and C) in the city of Belo Horizonte, Minas Gerais, Brazil. A positive and strong correlation between wastewater SARS-CoV-2 concentration and the number of confirmed cases was observed for Hospital B for both regions of the N gene (R = 0.89 and 0.77 for N1 and N2, respectively), while samples from Hospitals A and C showed low and moderate correlations, respectively. Even though the effects of viral decay and infiltration were minimized in our study, the variability of viral shedding throughout the infection period and feces dilution due to water usage for different activities in the hospitals could have affected the viral concentrations. These effects were prominent in Hospital A, which had the smallest sewershed population size, and where no correlation between the number of defecations from COVID-19 patients and viral concentration in wastewater was observed. Although we could not determine trends in the number of infected patients through SARS-CoV-2 concentrations in hospitals' wastewater samples, our results suggest that wastewater monitoring can be efficient for the detection of infected individuals at a local level, complementing clinical data. |
format | Online Article Text |
id | pubmed-9691275 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96912752022-11-25 Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil de Araújo, Juliana Calábria Madeira, Camila L. Bressani, Thiago Leal, Cíntia Leroy, Deborah Machado, Elayne C. Fernandes, Luyara A. Espinosa, Maria Fernanda Freitas, Gabriel Tadeu O. Leão, Thiago Mota, Vera Tainá Pereira, Alyne Duarte Perdigão, Carlos Tröger, Flávio Ayrimoraes, Sérgio de Melo, Marilia Carvalho Laguardia, Filipe Reis, Marcus Tulius P. Mota, César Chernicharo, Carlos A.L. Sci Total Environ Article The COVID-19 pandemic has caused a global health crisis, and wastewater-based epidemiology (WBE) has emerged as an important tool to assist public health decision-making. Recent studies have shown that the SARS-CoV-2 RNA concentration in wastewater samples is a reliable indicator of the severity of the pandemic for large populations. However, few studies have established a strong correlation between the number of infected people and the viral concentration in wastewater due to variations in viral shedding over time, viral decay, infiltration, and inflow. Herein we present the relationship between the number of COVID-19-positive patients and the viral concentration in wastewater samples from three different hospitals (A, B, and C) in the city of Belo Horizonte, Minas Gerais, Brazil. A positive and strong correlation between wastewater SARS-CoV-2 concentration and the number of confirmed cases was observed for Hospital B for both regions of the N gene (R = 0.89 and 0.77 for N1 and N2, respectively), while samples from Hospitals A and C showed low and moderate correlations, respectively. Even though the effects of viral decay and infiltration were minimized in our study, the variability of viral shedding throughout the infection period and feces dilution due to water usage for different activities in the hospitals could have affected the viral concentrations. These effects were prominent in Hospital A, which had the smallest sewershed population size, and where no correlation between the number of defecations from COVID-19 patients and viral concentration in wastewater was observed. Although we could not determine trends in the number of infected patients through SARS-CoV-2 concentrations in hospitals' wastewater samples, our results suggest that wastewater monitoring can be efficient for the detection of infected individuals at a local level, complementing clinical data. Elsevier B.V. 2023-02-20 2022-11-25 /pmc/articles/PMC9691275/ /pubmed/36436622 http://dx.doi.org/10.1016/j.scitotenv.2022.160498 Text en © 2022 Elsevier B.V. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article de Araújo, Juliana Calábria Madeira, Camila L. Bressani, Thiago Leal, Cíntia Leroy, Deborah Machado, Elayne C. Fernandes, Luyara A. Espinosa, Maria Fernanda Freitas, Gabriel Tadeu O. Leão, Thiago Mota, Vera Tainá Pereira, Alyne Duarte Perdigão, Carlos Tröger, Flávio Ayrimoraes, Sérgio de Melo, Marilia Carvalho Laguardia, Filipe Reis, Marcus Tulius P. Mota, César Chernicharo, Carlos A.L. Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil |
title | Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil |
title_full | Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil |
title_fullStr | Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil |
title_full_unstemmed | Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil |
title_short | Quantification of SARS-CoV-2 in wastewater samples from hospitals treating COVID-19 patients during the first wave of the pandemic in Brazil |
title_sort | quantification of sars-cov-2 in wastewater samples from hospitals treating covid-19 patients during the first wave of the pandemic in brazil |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9691275/ https://www.ncbi.nlm.nih.gov/pubmed/36436622 http://dx.doi.org/10.1016/j.scitotenv.2022.160498 |
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