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The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data
OBJECTIVE: The North American coronavirus disease-2019 (COVID-19) epidemic exhibited distinct early trajectories. In Canada, Quebec had the highest COVID-19 burden and its earlier March school break, taking place two weeks before those in other provinces, could have shaped early transmission dynamic...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585716/ https://www.ncbi.nlm.nih.gov/pubmed/33115683 http://dx.doi.org/10.1016/j.ijid.2020.10.046 |
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author | Godin, Arnaud Xia, Yiqing Buckeridge, David L Mishra, Sharmistha Douwes-Schultz, Dirk Shen, Yannan Lavigne, Maxime Drolet, Mélanie Schmidt, Alexandra M Brisson, Marc Maheu-Giroux, Mathieu |
author_facet | Godin, Arnaud Xia, Yiqing Buckeridge, David L Mishra, Sharmistha Douwes-Schultz, Dirk Shen, Yannan Lavigne, Maxime Drolet, Mélanie Schmidt, Alexandra M Brisson, Marc Maheu-Giroux, Mathieu |
author_sort | Godin, Arnaud |
collection | PubMed |
description | OBJECTIVE: The North American coronavirus disease-2019 (COVID-19) epidemic exhibited distinct early trajectories. In Canada, Quebec had the highest COVID-19 burden and its earlier March school break, taking place two weeks before those in other provinces, could have shaped early transmission dynamics. METHODS: We combined a semi-mechanistic model of SARS-CoV-2 transmission with detailed surveillance data from Quebec and Ontario (initially accounting for 85% of Canadian cases) to explore the impact of case importation and timing of control measures on cumulative hospitalizations. RESULTS: A total of 1544 and 1150 cases among returning travelers were laboratory-confirmed in Quebec and Ontario, respectively (symptoms onset ≤03-25-2020). Hospitalizations could have been reduced by 55% (95% CrI: 51%–59%) if no cases had been imported after Quebec’s March break. However, if Quebec had experienced Ontario’s number of introductions, hospitalizations would have only been reduced by 12% (95% CrI: 8%–16%). Early public health measures mitigated the epidemic spread as a one-week delay could have resulted in twice as many hospitalizations (95% CrI: 1.7–2.1). CONCLUSION: Beyond introductions, factors such as public health preparedness, responses and capacity could play a role in explaining interprovincial differences. In a context where regions are considering lifting travel restrictions, coordinated strategies and proactive measures are to be considered. |
format | Online Article Text |
id | pubmed-7585716 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75857162020-10-26 The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data Godin, Arnaud Xia, Yiqing Buckeridge, David L Mishra, Sharmistha Douwes-Schultz, Dirk Shen, Yannan Lavigne, Maxime Drolet, Mélanie Schmidt, Alexandra M Brisson, Marc Maheu-Giroux, Mathieu Int J Infect Dis Article OBJECTIVE: The North American coronavirus disease-2019 (COVID-19) epidemic exhibited distinct early trajectories. In Canada, Quebec had the highest COVID-19 burden and its earlier March school break, taking place two weeks before those in other provinces, could have shaped early transmission dynamics. METHODS: We combined a semi-mechanistic model of SARS-CoV-2 transmission with detailed surveillance data from Quebec and Ontario (initially accounting for 85% of Canadian cases) to explore the impact of case importation and timing of control measures on cumulative hospitalizations. RESULTS: A total of 1544 and 1150 cases among returning travelers were laboratory-confirmed in Quebec and Ontario, respectively (symptoms onset ≤03-25-2020). Hospitalizations could have been reduced by 55% (95% CrI: 51%–59%) if no cases had been imported after Quebec’s March break. However, if Quebec had experienced Ontario’s number of introductions, hospitalizations would have only been reduced by 12% (95% CrI: 8%–16%). Early public health measures mitigated the epidemic spread as a one-week delay could have resulted in twice as many hospitalizations (95% CrI: 1.7–2.1). CONCLUSION: Beyond introductions, factors such as public health preparedness, responses and capacity could play a role in explaining interprovincial differences. In a context where regions are considering lifting travel restrictions, coordinated strategies and proactive measures are to be considered. The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases. 2021-01 2020-10-25 /pmc/articles/PMC7585716/ /pubmed/33115683 http://dx.doi.org/10.1016/j.ijid.2020.10.046 Text en © 2020 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 Godin, Arnaud Xia, Yiqing Buckeridge, David L Mishra, Sharmistha Douwes-Schultz, Dirk Shen, Yannan Lavigne, Maxime Drolet, Mélanie Schmidt, Alexandra M Brisson, Marc Maheu-Giroux, Mathieu The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data |
title | The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data |
title_full | The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data |
title_fullStr | The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data |
title_full_unstemmed | The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data |
title_short | The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada—A mathematical modeling study of surveillance data |
title_sort | role of case importation in explaining differences in early sars-cov-2 transmission dynamics in canada—a mathematical modeling study of surveillance data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7585716/ https://www.ncbi.nlm.nih.gov/pubmed/33115683 http://dx.doi.org/10.1016/j.ijid.2020.10.046 |
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