Exploring the dynamics of the 2022 mpox outbreak in Canada
© 2023 His Majesty the King in Right of Canada and The Authors. Journal of Medical Virology published by Wiley Periodicals LLC. Reproduced with the permission of the Minister of Health..
The 2022 mpox outbreak predominantly impacted gay, bisexual, and other men who have sex with men (gbMSM). Two models were developed to support situational awareness and management decisions in Canada. A compartmental model characterized epidemic drivers at national/provincial levels, while an agent-based model (ABM) assessed municipal-level impacts of vaccination. The models were parameterized and calibrated using empirical case and vaccination data between 2022 and 2023. The compartmental model explored: (1) the epidemic trajectory through community transmission, (2) the potential for transmission among non-gbMSM, and (3) impacts of vaccination and the proportion of gbMSM contributing to disease transmission. The ABM incorporated sexual-contact data and modeled: (1) effects of vaccine uptake on disease dynamics, and (2) impacts of case importation on outbreak resurgence. The calibrated, compartmental model followed the trajectory of the epidemic, which peaked in July 2022, and died out in December 2022. Most cases occurred among gbMSM, and epidemic trajectories were not consistent with sustained transmission among non-gbMSM. The ABM suggested that unprioritized vaccination strategies could increase the outbreak size by 47%, and that consistent importation (≥5 cases per 10 000) is necessary for outbreak resurgence. These models can inform time-sensitive situational awareness and policy decisions for similar future outbreaks.
| Medienart: |
E-Artikel |
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| Erscheinungsjahr: |
2023 |
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| Erschienen: |
2023 |
| Enthalten in: |
Zur Gesamtaufnahme - volume:95 |
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| Enthalten in: |
Journal of medical virology - 95(2023), 12 vom: 06. Dez., Seite e29256 |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Milwid, Rachael M [VerfasserIn] |
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| Links: |
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| Themen: |
Agent-based model |
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| Anmerkungen: |
Date Completed 07.12.2023 Date Revised 10.01.2024 published: Print Citation Status MEDLINE |
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| doi: |
10.1002/jmv.29256 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| 520 | |a © 2023 His Majesty the King in Right of Canada and The Authors. Journal of Medical Virology published by Wiley Periodicals LLC. Reproduced with the permission of the Minister of Health. | ||
| 520 | |a The 2022 mpox outbreak predominantly impacted gay, bisexual, and other men who have sex with men (gbMSM). Two models were developed to support situational awareness and management decisions in Canada. A compartmental model characterized epidemic drivers at national/provincial levels, while an agent-based model (ABM) assessed municipal-level impacts of vaccination. The models were parameterized and calibrated using empirical case and vaccination data between 2022 and 2023. The compartmental model explored: (1) the epidemic trajectory through community transmission, (2) the potential for transmission among non-gbMSM, and (3) impacts of vaccination and the proportion of gbMSM contributing to disease transmission. The ABM incorporated sexual-contact data and modeled: (1) effects of vaccine uptake on disease dynamics, and (2) impacts of case importation on outbreak resurgence. The calibrated, compartmental model followed the trajectory of the epidemic, which peaked in July 2022, and died out in December 2022. Most cases occurred among gbMSM, and epidemic trajectories were not consistent with sustained transmission among non-gbMSM. The ABM suggested that unprioritized vaccination strategies could increase the outbreak size by 47%, and that consistent importation (≥5 cases per 10 000) is necessary for outbreak resurgence. These models can inform time-sensitive situational awareness and policy decisions for similar future outbreaks | ||
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| 700 | 1 | |a Li, Michael |e verfasserin |4 aut | |
| 700 | 1 | |a Fazil, Aamir |e verfasserin |4 aut | |
| 700 | 1 | |a Maheu-Giroux, Mathieu |e verfasserin |4 aut | |
| 700 | 1 | |a Doyle, Carla M |e verfasserin |4 aut | |
| 700 | 1 | |a Xia, Yiqing |e verfasserin |4 aut | |
| 700 | 1 | |a Cox, Joseph |e verfasserin |4 aut | |
| 700 | 1 | |a Grace, Daniel |e verfasserin |4 aut | |
| 700 | 1 | |a Dvorakova, Milada |e verfasserin |4 aut | |
| 700 | 1 | |a Walker, Steven C |e verfasserin |4 aut | |
| 700 | 1 | |a Mishra, Sharmistha |e verfasserin |4 aut | |
| 700 | 1 | |a Ogden, Nicholas H |e verfasserin |4 aut | |
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