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Accepted for/Published in: JMIR Public Health and Surveillance

Date Submitted: Jun 27, 2024
Open Peer Review Period: Jul 1, 2024 - Aug 26, 2024
Date Accepted: Sep 2, 2024
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Wastewater Monitoring During the COVID-19 Pandemic in the Veneto Region, Italy: Longitudinal Observational Study

Ocagli H, Zambito M, Da Re F, Groppi V, Zampini M, Amoruso I, Baldovin T, Baldo V, Russo F, Gregori D

Wastewater Monitoring During the COVID-19 Pandemic in the Veneto Region, Italy: Longitudinal Observational Study

JMIR Public Health Surveill 2025;11:e58862

DOI: 10.2196/58862

PMID: 39851079

PMCID: 11750127

Wastewater Monitoring During COVID-19 Epidemic: the Experience in the Veneto Region (Italy)

  • Honoria Ocagli; 
  • Marco Zambito; 
  • Filippo Da Re; 
  • Vanessa Groppi; 
  • Marco Zampini; 
  • Irene Amoruso; 
  • Tatjana Baldovin; 
  • Vincenzo Baldo; 
  • Francesca Russo; 
  • Dario Gregori

ABSTRACT

Background:

As the COVID-19 pandemic has affected populations around the world, researchers are turning to wastewater-based epidemiology (WBE) testing as a potential tool to monitor the spread of the virus. SARS-CoV-2 concentrations in wastewater are thought of possibly anticipating COVID-19 epidemic curve.

Objective:

The study aims to examine this association and its potential use in tracking pandemic trends.

Methods:

The temporal series of COVID-19 confirmed cases was compared with SARS-CoV-2 RNA concentration in wastewater (in terms of genomic copies/µL) between 05/10/2021 and 14/02/2022 in the Veneto Region, NE Italy. Data from regional databases for confirmed cases, hospitalizations, and intensive care units (ICU) admissions were used. Cumulative sum (CUSUM) charts were used to compare the temporal series.

Results:

The study found that an increase of viral load in wastewater samples from December 2021 to January 2022 was followed by an increase in positive cases of COVID-19 with a 5-day delay. SARS-CoV-2 RNA peaks in wastewater anticipated positive case peaks by an average of 5.2 days. The study also found a 4.25-day average time between detecting notable values in wastewater and hospitalizations, with certain healthcare districts exhibiting stronger correlations than others. The study observed limited correlations between wastewater and ICU admissions. However, certain healthcare districts exhibited stronger correlations, with notable values in wastewater anticipating ICU admissions by an average of 13.5 and 9.5 days for two specific districts.

Conclusions:

Wastewater testing can provide valuable insights into the level of COVID-19 in a community, including asymptomatic cases, thus providing a precious early-warning tool for infectious disease outbreaks with pandemic potential.


 Citation

Please cite as:

Ocagli H, Zambito M, Da Re F, Groppi V, Zampini M, Amoruso I, Baldovin T, Baldo V, Russo F, Gregori D

Wastewater Monitoring During the COVID-19 Pandemic in the Veneto Region, Italy: Longitudinal Observational Study

JMIR Public Health Surveill 2025;11:e58862

DOI: 10.2196/58862

PMID: 39851079

PMCID: 11750127

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