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Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities
Clinical testing has been the cornerstone of public health monitoring and infection control efforts in communities throughout the COVID-19 pandemic. With the anticipated reduction of clinical testing as the disease moves into an endemic state, SARS-CoV-2 wastewater surveillance (WWS) will have great...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444156/ https://www.ncbi.nlm.nih.gov/pubmed/36067855 http://dx.doi.org/10.1016/j.scitotenv.2022.158547 |
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author | D'Aoust, Patrick M. Tian, Xin Towhid, Syeda Tasneem Xiao, Amy Mercier, Elisabeth Hegazy, Nada Jia, Jian-Jun Wan, Shen Kabir, Md Pervez Fang, Wanting Fuzzen, Meghan Hasing, Maria Yang, Minqing Ivy Sun, Jianxian Plaza-Diaz, Julio Zhang, Zhihao Cowan, Aaron Eid, Walaa Stephenson, Sean Servos, Mark R. Wade, Matthew J. MacKenzie, Alex E. Peng, Hui Edwards, Elizabeth A. Pang, Xiao-Li Alm, Eric J. Graber, Tyson E. Delatolla, Robert |
author_facet | D'Aoust, Patrick M. Tian, Xin Towhid, Syeda Tasneem Xiao, Amy Mercier, Elisabeth Hegazy, Nada Jia, Jian-Jun Wan, Shen Kabir, Md Pervez Fang, Wanting Fuzzen, Meghan Hasing, Maria Yang, Minqing Ivy Sun, Jianxian Plaza-Diaz, Julio Zhang, Zhihao Cowan, Aaron Eid, Walaa Stephenson, Sean Servos, Mark R. Wade, Matthew J. MacKenzie, Alex E. Peng, Hui Edwards, Elizabeth A. Pang, Xiao-Li Alm, Eric J. Graber, Tyson E. Delatolla, Robert |
author_sort | D'Aoust, Patrick M. |
collection | PubMed |
description | Clinical testing has been the cornerstone of public health monitoring and infection control efforts in communities throughout the COVID-19 pandemic. With the anticipated reduction of clinical testing as the disease moves into an endemic state, SARS-CoV-2 wastewater surveillance (WWS) will have greater value as an important diagnostic tool. An in-depth analysis and understanding of the metrics derived from WWS is required to interpret and utilize WWS-acquired data effectively (McClary-Gutierrez et al., 2021; O’Keeffe, 2021). In this study, the SARS-CoV-2 wastewater signal to clinical cases (WC) ratio was investigated across seven cities in Canada over periods ranging from 8 to 21 months. This work demonstrates that significant increases in the WC ratio occurred when clinical testing eligibility was modified to appointment-only testing, identifying a period of insufficient clinical testing (resulting in a reduction to testing access and a reduction in the number of daily tests) in these communities, despite increases in the wastewater signal. Furthermore, the WC ratio decreased significantly in 6 of the 7 studied locations, serving as a potential signal of the emergence of the Alpha variant of concern (VOC) in a relatively non-immunized community (40–60 % allelic proportion), while a more muted decrease in the WC ratio signaled the emergence of the Delta VOC in a relatively well-immunized community (40–60 % allelic proportion). Finally, a significant decrease in the WC ratio signaled the emergence of the Omicron VOC, likely because of the variant's greater effectiveness at evading immunity, leading to a significant number of new reported clinical cases, even when community immunity was high. The WC ratio, used as an additional monitoring metric, could complement clinical case counts and wastewater signals as individual metrics in its potential ability to identify important epidemiological occurrences, adding value to WWS as a diagnostic technology during the COVID-19 pandemic and likely for future pandemics. |
format | Online Article Text |
id | pubmed-9444156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Authors. Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94441562022-09-06 Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities D'Aoust, Patrick M. Tian, Xin Towhid, Syeda Tasneem Xiao, Amy Mercier, Elisabeth Hegazy, Nada Jia, Jian-Jun Wan, Shen Kabir, Md Pervez Fang, Wanting Fuzzen, Meghan Hasing, Maria Yang, Minqing Ivy Sun, Jianxian Plaza-Diaz, Julio Zhang, Zhihao Cowan, Aaron Eid, Walaa Stephenson, Sean Servos, Mark R. Wade, Matthew J. MacKenzie, Alex E. Peng, Hui Edwards, Elizabeth A. Pang, Xiao-Li Alm, Eric J. Graber, Tyson E. Delatolla, Robert Sci Total Environ Article Clinical testing has been the cornerstone of public health monitoring and infection control efforts in communities throughout the COVID-19 pandemic. With the anticipated reduction of clinical testing as the disease moves into an endemic state, SARS-CoV-2 wastewater surveillance (WWS) will have greater value as an important diagnostic tool. An in-depth analysis and understanding of the metrics derived from WWS is required to interpret and utilize WWS-acquired data effectively (McClary-Gutierrez et al., 2021; O’Keeffe, 2021). In this study, the SARS-CoV-2 wastewater signal to clinical cases (WC) ratio was investigated across seven cities in Canada over periods ranging from 8 to 21 months. This work demonstrates that significant increases in the WC ratio occurred when clinical testing eligibility was modified to appointment-only testing, identifying a period of insufficient clinical testing (resulting in a reduction to testing access and a reduction in the number of daily tests) in these communities, despite increases in the wastewater signal. Furthermore, the WC ratio decreased significantly in 6 of the 7 studied locations, serving as a potential signal of the emergence of the Alpha variant of concern (VOC) in a relatively non-immunized community (40–60 % allelic proportion), while a more muted decrease in the WC ratio signaled the emergence of the Delta VOC in a relatively well-immunized community (40–60 % allelic proportion). Finally, a significant decrease in the WC ratio signaled the emergence of the Omicron VOC, likely because of the variant's greater effectiveness at evading immunity, leading to a significant number of new reported clinical cases, even when community immunity was high. The WC ratio, used as an additional monitoring metric, could complement clinical case counts and wastewater signals as individual metrics in its potential ability to identify important epidemiological occurrences, adding value to WWS as a diagnostic technology during the COVID-19 pandemic and likely for future pandemics. The Authors. Published by Elsevier B.V. 2022-12-20 2022-09-05 /pmc/articles/PMC9444156/ /pubmed/36067855 http://dx.doi.org/10.1016/j.scitotenv.2022.158547 Text en © 2022 The Authors 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 D'Aoust, Patrick M. Tian, Xin Towhid, Syeda Tasneem Xiao, Amy Mercier, Elisabeth Hegazy, Nada Jia, Jian-Jun Wan, Shen Kabir, Md Pervez Fang, Wanting Fuzzen, Meghan Hasing, Maria Yang, Minqing Ivy Sun, Jianxian Plaza-Diaz, Julio Zhang, Zhihao Cowan, Aaron Eid, Walaa Stephenson, Sean Servos, Mark R. Wade, Matthew J. MacKenzie, Alex E. Peng, Hui Edwards, Elizabeth A. Pang, Xiao-Li Alm, Eric J. Graber, Tyson E. Delatolla, Robert Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
title | Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
title_full | Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
title_fullStr | Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
title_full_unstemmed | Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
title_short | Wastewater to clinical case (WC) ratio of COVID-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
title_sort | wastewater to clinical case (wc) ratio of covid-19 identifies insufficient clinical testing, onset of new variants of concern and population immunity in urban communities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444156/ https://www.ncbi.nlm.nih.gov/pubmed/36067855 http://dx.doi.org/10.1016/j.scitotenv.2022.158547 |
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