Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Published by Elsevier B.V. 2023
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
_version_ 1784905665811054592
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
work_keys_str_mv AT asadimohsen awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT oloyefemif awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT xieyuwei awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT cantinjenna awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT challisjonathank awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT mcphedrankerryn awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT yusufwarsame awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT champredondavid awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT xiapu awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT delangechantel awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT elbaroudyseba awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT servosmarkr awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT jonespauld awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT giesyjohnp awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT brinkmannmarkus awastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT asadimohsen wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT oloyefemif wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT xieyuwei wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT cantinjenna wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT challisjonathank wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT mcphedrankerryn wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT yusufwarsame wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT champredondavid wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT xiapu wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT delangechantel wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT elbaroudyseba wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT servosmarkr wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT jonespauld wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT giesyjohnp wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie
AT brinkmannmarkus wastewaterbasedriskindexforsarscov2infectionsamongthreecitiesonthecanadianprairie