Uncovering two phases of early intercontinental COVID-19 transmission dynamics
Uncovering two phases of early intercontinental COVID-19 transmission dynamics
BACKGROUND: The COVID-19 pandemic has posed an ongoing global crisis, but how the virus spread across the world remains poorly understood. This is of vital importance for informing current and future pandemic response strategies.
METHODS: We performed two independent analyses, travel network-based epidemiological modelling and Bayesian phylogeographic inference, to investigate the intercontinental spread of COVID-19.
RESULTS: Both approaches revealed two distinct phases of COVID-19 spread by the end of March 2020. In the first phase, COVID-19 largely circulated in China during mid-to-late January 2020 and was interrupted by containment measures in China. In the second and predominant phase extending from late February to mid-March, unrestricted movements between countries outside of China facilitated intercontinental spread, with Europe as a major source. Phylogenetic analyses also revealed that the dominant strains circulating in the USA were introduced from Europe. However, stringent restrictions on international travel across the world since late March have substantially reduced intercontinental transmission.
CONCLUSIONS: Our analyses highlight that heterogeneities in international travel have shaped the spatiotemporal characteristics of the pandemic. Unrestricted travel caused a large number of COVID-19 exportations from Europe to other continents between late February and mid-March, which facilitated the COVID-19 pandemic. Targeted restrictions on international travel from countries with widespread community transmission, together with improved capacity in testing, genetic sequencing and contact tracing, can inform timely strategies for mitigating and containing ongoing and future waves of COVID-19 pandemic.
Yang, Jing
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Li, Juan
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Lai, Shengjie
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Ruktanonchai, Corrine W.
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Xing, Weijia
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Carioli, Alessandra
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Wang, Peihan
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Ruktanonchai, Nick W.
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Li, Ruiyun
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Floyd, Jessica R.
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Wang, Liang
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Bi, Yuhai
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Shi, Weifeng
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Tatem, Andrew J.
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23 December 2020
Yang, Jing
3b0a6eef-28b4-40da-b261-f151e35ce1e5
Li, Juan
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Lai, Shengjie
b57a5fe8-cfb6-4fa7-b414-a98bb891b001
Ruktanonchai, Corrine W.
44e6fcd0-246b-480e-8940-9557dbb7c0cc
Xing, Weijia
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Carioli, Alessandra
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Wang, Peihan
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Ruktanonchai, Nick W.
fe68cb8d-3760-4955-99fa-47d43f86580a
Li, Ruiyun
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Floyd, Jessica R.
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Wang, Liang
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Bi, Yuhai
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Shi, Weifeng
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Tatem, Andrew J.
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Yang, Jing, Li, Juan, Lai, Shengjie, Ruktanonchai, Corrine W., Xing, Weijia, Carioli, Alessandra, Wang, Peihan, Ruktanonchai, Nick W., Li, Ruiyun, Floyd, Jessica R., Wang, Liang, Bi, Yuhai, Shi, Weifeng and Tatem, Andrew J.
(2020)
Uncovering two phases of early intercontinental COVID-19 transmission dynamics.
Journal of Travel Medicine, 27 (8), [taaa200].
(doi:10.1093/jtm/taaa200).
Abstract
BACKGROUND: The COVID-19 pandemic has posed an ongoing global crisis, but how the virus spread across the world remains poorly understood. This is of vital importance for informing current and future pandemic response strategies.
METHODS: We performed two independent analyses, travel network-based epidemiological modelling and Bayesian phylogeographic inference, to investigate the intercontinental spread of COVID-19.
RESULTS: Both approaches revealed two distinct phases of COVID-19 spread by the end of March 2020. In the first phase, COVID-19 largely circulated in China during mid-to-late January 2020 and was interrupted by containment measures in China. In the second and predominant phase extending from late February to mid-March, unrestricted movements between countries outside of China facilitated intercontinental spread, with Europe as a major source. Phylogenetic analyses also revealed that the dominant strains circulating in the USA were introduced from Europe. However, stringent restrictions on international travel across the world since late March have substantially reduced intercontinental transmission.
CONCLUSIONS: Our analyses highlight that heterogeneities in international travel have shaped the spatiotemporal characteristics of the pandemic. Unrestricted travel caused a large number of COVID-19 exportations from Europe to other continents between late February and mid-March, which facilitated the COVID-19 pandemic. Targeted restrictions on international travel from countries with widespread community transmission, together with improved capacity in testing, genetic sequencing and contact tracing, can inform timely strategies for mitigating and containing ongoing and future waves of COVID-19 pandemic.
Text
2020-JTM-Uncovering two phases of early intercontinental COVID-19 transmission dynamics
- Accepted Manuscript
More information
Accepted/In Press date: 14 October 2020
e-pub ahead of print date: 22 October 2020
Published date: 23 December 2020
Additional Information:
© International Society of Travel Medicine 2020. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com.
Identifiers
Local EPrints ID: 444649
URI: http://eprints.soton.ac.uk/id/eprint/444649
ISSN: 1195-1982
PURE UUID: 2f5c160e-aa3b-431e-9533-1c7b60978d56
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Date deposited: 28 Oct 2020 18:03
Last modified: 17 Mar 2024 06:02
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Contributors
Author:
Jing Yang
Author:
Juan Li
Author:
Corrine W. Ruktanonchai
Author:
Weijia Xing
Author:
Alessandra Carioli
Author:
Peihan Wang
Author:
Nick W. Ruktanonchai
Author:
Ruiyun Li
Author:
Jessica R. Floyd
Author:
Liang Wang
Author:
Yuhai Bi
Author:
Weifeng Shi
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