Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
Due to worldwide increased human mobility, air-transportation data and mathematical models have been widely used to measure risks of global dispersal of pathogens. However, the seasonal and interannual risks of pathogens importation and onward transmission from endemic countries have rarely been quantified and validated. We constructed a modelling framework, integrating air travel, epidemiological, demographical, entomological and meteorological data, to measure the seasonal probability of dengue introduction from endemic countries. This framework has been applied retrospectively to elucidate spatiotemporal patterns and increasing seasonal risk of dengue importation from South-East Asia into China via air travel in multiple populations, Chinese travelers and local residents, over a decade of 2005-15. We found that the volume of airline travelers from South-East Asia into China has quadrupled from 2005 to 2015 with Chinese travelers increased rapidly. Following the growth of air traffic, the probability of dengue importation from South-East Asia into China has increased dramatically from 2005 to 2015. This study also revealed seasonal asymmetries of transmission routes: Sri Lanka and Maldives have emerged as origins; neglected cities at central and coastal China have been increasingly vulnerable to dengue importation and onward transmission. Compared to the monthly occurrence of dengue reported in China, our model performed robustly for importation and onward transmission risk estimates. The approach and evidence could facilitate to understand and mitigate the changing seasonal threat of arbovirus from endemic regions.
Journal Article
Lai, Shengjie
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Johansson, Michael A
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Yin, Wenwu
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Wardrop, Nicola A
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van Panhuis, Willem G
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Wesolowski, Amy
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Kraemer, Moritz U G
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Bogoch, Isaac I
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Kain, Dylain
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Findlater, Aidan
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Choisy, Marc
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Huang, Zhuojie
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Mu, Di
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Li, Yu
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He, Yangni
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Chen, Qiulan
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Yang, Juan
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Khan, Kamran
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Tatem, Andrew J
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Yu, Hongjie
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9 November 2018
Lai, Shengjie
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Johansson, Michael A
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Yin, Wenwu
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Wardrop, Nicola A
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van Panhuis, Willem G
78d1517c-d2dc-48a8-953c-7ff8957b9f48
Wesolowski, Amy
343b0df8-5a2f-46e2-9f1c-001d4adf7fb1
Kraemer, Moritz U G
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Bogoch, Isaac I
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Kain, Dylain
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Findlater, Aidan
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Choisy, Marc
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Huang, Zhuojie
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Mu, Di
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Li, Yu
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He, Yangni
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Chen, Qiulan
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Yang, Juan
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Khan, Kamran
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Tatem, Andrew J
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Yu, Hongjie
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Lai, Shengjie, Johansson, Michael A, Yin, Wenwu, Wardrop, Nicola A, van Panhuis, Willem G, Wesolowski, Amy, Kraemer, Moritz U G, Bogoch, Isaac I, Kain, Dylain, Findlater, Aidan, Choisy, Marc, Huang, Zhuojie, Mu, Di, Li, Yu, He, Yangni, Chen, Qiulan, Yang, Juan, Khan, Kamran, Tatem, Andrew J and Yu, Hongjie
(2018)
Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015.
PLoS Neglected Tropical Diseases, 12 (11), [e0006743].
(doi:10.1371/journal.pntd.0006743).
Abstract
Due to worldwide increased human mobility, air-transportation data and mathematical models have been widely used to measure risks of global dispersal of pathogens. However, the seasonal and interannual risks of pathogens importation and onward transmission from endemic countries have rarely been quantified and validated. We constructed a modelling framework, integrating air travel, epidemiological, demographical, entomological and meteorological data, to measure the seasonal probability of dengue introduction from endemic countries. This framework has been applied retrospectively to elucidate spatiotemporal patterns and increasing seasonal risk of dengue importation from South-East Asia into China via air travel in multiple populations, Chinese travelers and local residents, over a decade of 2005-15. We found that the volume of airline travelers from South-East Asia into China has quadrupled from 2005 to 2015 with Chinese travelers increased rapidly. Following the growth of air traffic, the probability of dengue importation from South-East Asia into China has increased dramatically from 2005 to 2015. This study also revealed seasonal asymmetries of transmission routes: Sri Lanka and Maldives have emerged as origins; neglected cities at central and coastal China have been increasingly vulnerable to dengue importation and onward transmission. Compared to the monthly occurrence of dengue reported in China, our model performed robustly for importation and onward transmission risk estimates. The approach and evidence could facilitate to understand and mitigate the changing seasonal threat of arbovirus from endemic regions.
Text
journal.pntd.0006743
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Submitted date: 9 August 2018
Accepted/In Press date: 21 October 2018
e-pub ahead of print date: 9 November 2018
Published date: 9 November 2018
Keywords:
Journal Article
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Local EPrints ID: 426078
URI: http://eprints.soton.ac.uk/id/eprint/426078
ISSN: 1935-2727
PURE UUID: 81a6058b-2974-4d13-be26-ec1b01680b37
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Date deposited: 13 Nov 2018 17:30
Last modified: 16 Mar 2024 04:36
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Contributors
Author:
Michael A Johansson
Author:
Wenwu Yin
Author:
Willem G van Panhuis
Author:
Amy Wesolowski
Author:
Moritz U G Kraemer
Author:
Isaac I Bogoch
Author:
Dylain Kain
Author:
Aidan Findlater
Author:
Marc Choisy
Author:
Zhuojie Huang
Author:
Di Mu
Author:
Yu Li
Author:
Yangni He
Author:
Qiulan Chen
Author:
Juan Yang
Author:
Kamran Khan
Author:
Hongjie Yu
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