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A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie
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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Published by Elsevier B.V.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008033/ https://www.ncbi.nlm.nih.gov/pubmed/36914129 http://dx.doi.org/10.1016/j.scitotenv.2023.162800 |
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author | 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 |
author_facet | 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 |
author_sort | Asadi, Mohsen |
collection | PubMed |
description | 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 (R(t)) and the daily per capita efficiency adjusted viral load thresholds of 85 × 10(6) and 200 × 10(6) 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 × 10(6) N2 gc/pd. A ‘medium risk’ occurs when the per capita copies were between 85 × 10(6) and 200 × 10(6) 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 × 10(6) N2 gc/pd. Lastly, a ‘high risk’ occurs when the viral load exceeds 200 × 10(6) 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. |
format | Online Article Text |
id | pubmed-10008033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100080332023-03-13 A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie 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 Sci Total Environ Article 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 (R(t)) and the daily per capita efficiency adjusted viral load thresholds of 85 × 10(6) and 200 × 10(6) 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 × 10(6) N2 gc/pd. A ‘medium risk’ occurs when the per capita copies were between 85 × 10(6) and 200 × 10(6) 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 × 10(6) N2 gc/pd. Lastly, a ‘high risk’ occurs when the viral load exceeds 200 × 10(6) 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. Published by Elsevier B.V. 2023-06-10 2023-03-11 /pmc/articles/PMC10008033/ /pubmed/36914129 http://dx.doi.org/10.1016/j.scitotenv.2023.162800 Text en © 2023 Published by Elsevier B.V. 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 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 A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie |
title | A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie |
title_full | A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie |
title_fullStr | A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie |
title_full_unstemmed | A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie |
title_short | A wastewater-based risk index for SARS-CoV-2 infections among three cities on the Canadian Prairie |
title_sort | wastewater-based risk index for sars-cov-2 infections among three cities on the canadian prairie |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008033/ https://www.ncbi.nlm.nih.gov/pubmed/36914129 http://dx.doi.org/10.1016/j.scitotenv.2023.162800 |
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