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Section 1: Publication
Publication Type
Journal Article
Authorship
Asadi Mohsen, Oloye Femi F., Xie Yuwei, Cantin Jenna, Challis Jonathan K., McPhedran Kerry N.,Yusuf Warsame , Champredon David, Xia Pu, De Lange Chantel,El-Baroudy Seba , Servos Mark R., Jones Paul D., Giesy John P., Brinkmann Markus
Title
A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie
Year
2023
Publication Outlet
Science of The Total Environment, 876 (162800)
DOI
ISBN
ISSN
ISSN 0048-9697
Citation
Asadi Mohsen, Oloye Femi F., Xie Yuwei, Cantin Jenna, Challis Jonathan K., McPhedran Kerry N.,Yusuf Warsame , Champredon David, Xia Pu, De Lange Chantel,El-Baroudy Seba , Servos Mark R., Jones Paul D., Giesy John P., Brinkmann Markus (2023). A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie. Science of The Total Environment, Volume 876, 2023, 162800
https://doi.org/10.1016/j.scitotenv.2023.162800
Abstract
Wastewater surveillance (WWS) is useful to better understand the spreading of coronavirus disease 2019 (COVID-19) in communities, which can help design and implement suitable mitigation measures. The main objective of this study was to develop the Wastewater Viral Load Risk Index (WWVLRI) for three Saskatchewan cities to offer a simple metric to interpret WWS. The index was developed by considering relationships between reproduction number, clinical data, daily per capita concentrations of virus particles in wastewater, and weekly viral load change rate. Trends of daily per capita concentrations of SARS-CoV-2 in wastewater for Saskatoon, Prince Albert, and North Battleford were similar during the pandemic, suggesting that per capita viral load can be useful to quantitatively compare wastewater signals among cities and develop an effective and comprehensible WWVLRI. The effective reproduction number (Rt) and the daily per capita efficiency adjusted viral load thresholds of 85 × 106 and 200 × 106 N2 gene counts (gc)/population day (pd) were determined. These values with rates of change were used to categorize the potential for COVID-19 outbreaks and subsequent declines. The weekly average was considered ‘low risk’ when the per capita viral load was 85 × 106 N2 gc/pd. A ‘medium risk’ occurs when the per capita copies were between 85 × 106 and 200 × 106 N2 gc/pd. with a rate of change <100 %. The start of an outbreak is indicated by a ‘medium-high’ risk classification when the week-over-week rate of change was >100 %, and the absolute magnitude of concentrations of viral particles was >85 × 106 N2 gc/pd. Lastly, a ‘high risk’ occurs when the viral load exceeds 200 × 106 N2 gc/pd. This methodology provides a valuable resource for decision-makers and health authorities, specifically given the limitation of COVID-19 surveillance based on clinical data.
Plain Language Summary
Highlights
• A novel wastewater-based risk index simplified understanding of viral load
• Significant correlation relationship between wastewater RNA loads and clinical data
• Thresholds derived from daily per capita viral loads and clinic Rt estimates
• Wastewater-based risk index valuable for decision-making of COVID-19 risk
Section 2: Additional Information
Program Affiliations
Project Affiliations
Submitters
Publication Stage
Published
Theme
Presentation Format
Additional Information
Keywords: Wastewater surveillance; Effective reproduction number; Risk index; COVID-19 outbreak; Clinical data; Epidemiology