Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study

Wastewater-based epidemiology has been used for monitoring human activities and waterborne pathogens. Although wastewaters can also be used for tracking SARS-CoV-2 at the population level, the reliability of this approach remains to be established, especially for early warning of outbreaks. We colle...

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Autores principales: Rafael Sanjuán, Pilar Domingo-Calap
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Publicado: Frontiers Media S.A. 2021
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spelling oai:doaj.org-article:048b67db093d42f5a92add2e8f8e46d02021-11-19T04:35:23ZReliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study2673-818X10.3389/fviro.2021.776998https://doaj.org/article/048b67db093d42f5a92add2e8f8e46d02021-11-01T00:00:00Zhttps://www.frontiersin.org/articles/10.3389/fviro.2021.776998/fullhttps://doaj.org/toc/2673-818XWastewater-based epidemiology has been used for monitoring human activities and waterborne pathogens. Although wastewaters can also be used for tracking SARS-CoV-2 at the population level, the reliability of this approach remains to be established, especially for early warning of outbreaks. We collected 377 samples from different treatment plants processing wastewaters of >1 million inhabitants in Valencia, Spain, between April 2020 and March 2021. Samples were cleaned, concentrated, and subjected to RT-qPCR to determine SARS-CoV-2 concentrations. These data were compared with cumulative disease notification rates over 7 and 14 day periods. We amplified SARS-CoV-2 RNA in 75% of the RT-qPCRs, with an estimated detection limit of 100 viral genome copies per liter (gc/L). SARS-CoV-2 RNA concentration correlated strongly with disease notification rates over 14-day periods (Pearson r = 0.962, P < 0.001). A concentration >1000 gc/L showed >95% sensitivity and specificity as an indicator of more than 25 new cases per 100,000 inhabitants. Albeit with slightly higher uncertainty, these figures were reproduced using a 7-day period. Time series were similar for wastewaters data and declared cases, but wastewater RNA concentrations exhibited transient peaks that were not observed in declared cases and preceded major outbreaks by several weeks. In conclusion, wastewater analysis provides a reliable tool for monitoring COVID-19, particularly at low incidence values, and is not biased by asymptomatic cases. Moreover, this approach might reveal previously unrecognized features of COVID-19 transmission.Rafael SanjuánPilar Domingo-CalapFrontiers Media S.A.articlewastewater-based epidemiologySARS-CoV-2epidemiological surveillancepublic healthvirusMicrobiologyQR1-502ENFrontiers in Virology, Vol 1 (2021)
institution DOAJ
collection DOAJ
language EN
topic wastewater-based epidemiology
SARS-CoV-2
epidemiological surveillance
public health
virus
Microbiology
QR1-502
spellingShingle wastewater-based epidemiology
SARS-CoV-2
epidemiological surveillance
public health
virus
Microbiology
QR1-502
Rafael Sanjuán
Pilar Domingo-Calap
Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study
description Wastewater-based epidemiology has been used for monitoring human activities and waterborne pathogens. Although wastewaters can also be used for tracking SARS-CoV-2 at the population level, the reliability of this approach remains to be established, especially for early warning of outbreaks. We collected 377 samples from different treatment plants processing wastewaters of >1 million inhabitants in Valencia, Spain, between April 2020 and March 2021. Samples were cleaned, concentrated, and subjected to RT-qPCR to determine SARS-CoV-2 concentrations. These data were compared with cumulative disease notification rates over 7 and 14 day periods. We amplified SARS-CoV-2 RNA in 75% of the RT-qPCRs, with an estimated detection limit of 100 viral genome copies per liter (gc/L). SARS-CoV-2 RNA concentration correlated strongly with disease notification rates over 14-day periods (Pearson r = 0.962, P < 0.001). A concentration >1000 gc/L showed >95% sensitivity and specificity as an indicator of more than 25 new cases per 100,000 inhabitants. Albeit with slightly higher uncertainty, these figures were reproduced using a 7-day period. Time series were similar for wastewaters data and declared cases, but wastewater RNA concentrations exhibited transient peaks that were not observed in declared cases and preceded major outbreaks by several weeks. In conclusion, wastewater analysis provides a reliable tool for monitoring COVID-19, particularly at low incidence values, and is not biased by asymptomatic cases. Moreover, this approach might reveal previously unrecognized features of COVID-19 transmission.
format article
author Rafael Sanjuán
Pilar Domingo-Calap
author_facet Rafael Sanjuán
Pilar Domingo-Calap
author_sort Rafael Sanjuán
title Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study
title_short Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study
title_full Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study
title_fullStr Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study
title_full_unstemmed Reliability of Wastewater Analysis for Monitoring COVID-19 Incidence Revealed by a Long-Term Follow-Up Study
title_sort reliability of wastewater analysis for monitoring covid-19 incidence revealed by a long-term follow-up study
publisher Frontiers Media S.A.
publishDate 2021
url https://doaj.org/article/048b67db093d42f5a92add2e8f8e46d0
work_keys_str_mv AT rafaelsanjuan reliabilityofwastewateranalysisformonitoringcovid19incidencerevealedbyalongtermfollowupstudy
AT pilardomingocalap reliabilityofwastewateranalysisformonitoringcovid19incidencerevealedbyalongtermfollowupstudy
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