Trends in SARS-CoV-2 clinically confirmed cases and viral load in wastewater: A critical alignment for Padua city (NE Italy)

Tatjana Baldovin; Irene Amoruso; Marco Fonzo; Chiara Bertoncello; Vanessa Groppi; Gisella Pitter; Francesca Russo; Vincenzo Baldo

doi:10.1016/j.heliyon.2023.e20571

Trends in SARS-CoV-2 clinically confirmed cases and viral load in wastewater: A critical alignment for Padua city (NE Italy)

Heliyon. 2023 Sep 29;9(10):e20571. doi: 10.1016/j.heliyon.2023.e20571. eCollection 2023 Oct.

Authors

Tatjana Baldovin¹, Irene Amoruso¹, Marco Fonzo¹, Chiara Bertoncello¹, Vanessa Groppi², Gisella Pitter³, Francesca Russo², Vincenzo Baldo¹

Affiliations

¹ Department of Cardiac, Thoracic, Vascular Sciences and Public Health, Unit of Hygiene and Public Health, University of Padua, Padua, Italy.
² UO Prevenzione, Sicurezza Alimentare, Veterinaria, Regione Del Veneto, Venice, Italy.
³ UOC Screening e Valutazione Impatto Sanitario, Azienda Zero, Regione Del Veneto, Venice, Italy.

Abstract

Since the beginning of the COVID-19 pandemic, wastewater-based epidemiology (WBE) has been depicted as a promising environmental surveillance tool and early warning system. Predictive models for the estimate of COVID-19 cases from wastewater viral loads also earned lot of interest and are currently under development. Hereby a pilot study that compares WBE surveillance data with confirmed cases, total hospitalizations, doses of vaccine administered and predominance of coronavirus variants. Composite 24hrs wastewater samples were collected weekly between September 2021 and July 2022 from Padua wastewater treatment plant. Samples were processed following a previously published method. One-step RT-qPCR was performed for quantification, adapting an Orf1b-nsp14 gene assay. Variant replacement was derived from the monthly bulletins of the Italian National Health Institute. Aggregate data on vaccine doses administered and on COVID-19 prevalence and hospitalizations were retrieved from official reports. Eighty-two samples were processed. Viral loads highlighted 3 major peaks in January, April and July 2022. Quantitation of SARS-CoV-2 in wastewater and clinical surveillance resulted temporally juxtaposable. However, variation of the two curves is not proportional. SARS-CoV-2 showed its highest peak in April, whereas maximum COVID-19 prevalence was achieved in January. Total hospitalizations followed the prevalence trend. Omicron BA.1 started to replace the Delta variant in December 2021. Subsequently, the shift towards Omicron BA.2 occurred between February and April 2022. Finally, BA.4/5 attested around June, somehow preceding the summer peak. Emergence of Omicron BA.1 over Delta could be a possible driver of the increase in both clinical cases and wastewater viral load in January 2022. In late March 2022, Omicron BA.2 replaced BA.1: this reflected in a steep increase of wastewater viral load, but not of COVID-19 confirmed cases. When a dramatic drop in the testing capacity of clinical surveillance occurred, WBE was possibly capable of detecting a substantial increase in viral circulation.

Keywords: COVID-19; Environmental surveillance; SARS-CoV-2; Sewage; WBE.