The role of case importation in explaining differences in early SARS-CoV-2 transmission dynamics in Canada-A mathematical modeling study of surveillance data

被引:13
作者
Godin, Arnaud [1 ]
Xia, Yiqing [1 ]
Buckeridge, David L. [1 ]
Mishra, Sharmistha [2 ,3 ]
Douwes-Schultz, Dirk [1 ]
Shen, Yannan [1 ]
Lavigne, Maxime [1 ]
Drolet, Melanie [4 ,5 ]
Schmidt, Alexandra M. [1 ]
Brisson, Marc [4 ,5 ]
Maheu-Giroux, Mathieu [1 ]
机构
[1] McGill Univ, Sch Populat & Global Hlth, Dept Epidemiol Biostat & Occupat Hlth, Montreal, PQ, Canada
[2] St Michaels Hosp, Dept Med, Unity Hlth Toronto, Li Ka Shing Knowledge Inst, Toronto, ON, Canada
[3] Univ Toronto, Inst Hlth Policy Management & Evaluat, St Michaels Hosp, Toronto, ON, Canada
[4] Univ Laval, Ctr Rech, CHU Quebec, Quebec City, PQ, Canada
[5] Univ Laval, Dept Med Sociale & Prevent, Quebec City, PQ, Canada
基金
加拿大健康研究院;
关键词
Case introductions; Epidemiology; Infectious diseases; Public health; Travel;
D O I
10.1016/j.ijid.2020.10.046
中图分类号
R51 [传染病];
学科分类号
100401 ;
摘要
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. (C) 2020 The Authors. Published by Elsevier Ltd on behalf of International Society for Infectious Diseases.
引用
收藏
页码:254 / 259
页数:6
相关论文
共 16 条
[1]  
CIHI, 2020, COVID 19 INT TIM CAN
[2]  
Davies N, 2020, MEDRXIV, DOI DOI 10.1016/S2468-2667(20)30133-X
[3]   An interactive web-based dashboard to track COVID-19 in real time [J].
Dong, Ensheng ;
Du, Hongru ;
Gardner, Lauren .
LANCET INFECTIOUS DISEASES, 2020, 20 (05) :533-534
[4]  
Groupe de surveillance provinciale de la C, 2020, VIG QUOT COVID 19 QU, P53
[5]  
Guyon A, 2016, CAN J PUBLIC HEALTH, V107, pE326, DOI [10.17269/cjph.107.5273, 10.17269/CJPH.107.5273]
[6]  
Holliday I. B.C., 2020, HLTH OFFICIALS DISCO
[7]   Avoidable errors in the modelling of outbreaks of emerging pathogens, with special reference to Ebola [J].
King, Aaron A. ;
de Celles, Matthieu Domenech ;
Magpantay, Felicia M. G. ;
Rohani, Pejman .
PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2015, 282 (1806)
[8]  
Kucharski A. J., 2020, LANCET INFECT DIS
[9]   Understanding heterogeneity to inform the public health response to COVID-19 in Canada [J].
Mishra, Sharmistha ;
Kwong, Jeffrey C. ;
Chan, Adrienne K. ;
Baral, Stefan D. .
CANADIAN MEDICAL ASSOCIATION JOURNAL, 2020, 192 (25) :E684-E685
[10]  
Murall C., 2020, GENOMIC EPIDEMIOLOGY