Cargando…

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 qua...

Descripción completa

Detalles Bibliográficos
Autores principales: 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., Yu, Hongjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6248995/
https://www.ncbi.nlm.nih.gov/pubmed/30412575
http://dx.doi.org/10.1371/journal.pntd.0006743
_version_ 1783372668900212736
author 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.
Yu, Hongjie
author_facet 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.
Yu, Hongjie
author_sort Lai, Shengjie
collection PubMed
description 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.
format Online
Article
Text
id pubmed-6248995
institution National Center for Biotechnology Information
language English
publishDate 2018
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-62489952018-12-06 Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015 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. Yu, Hongjie PLoS Negl Trop Dis Research Article 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. Public Library of Science 2018-11-09 /pmc/articles/PMC6248995/ /pubmed/30412575 http://dx.doi.org/10.1371/journal.pntd.0006743 Text en © 2018 Lai et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
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.
Yu, Hongjie
Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
title Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
title_full Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
title_fullStr Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
title_full_unstemmed Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
title_short Seasonal and interannual risks of dengue introduction from South-East Asia into China, 2005-2015
title_sort seasonal and interannual risks of dengue introduction from south-east asia into china, 2005-2015
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6248995/
https://www.ncbi.nlm.nih.gov/pubmed/30412575
http://dx.doi.org/10.1371/journal.pntd.0006743
work_keys_str_mv AT laishengjie seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT johanssonmichaela seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT yinwenwu seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT wardropnicolaa seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT vanpanhuiswillemg seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT wesolowskiamy seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT kraemermoritzug seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT bogochisaaci seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT kaindylain seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT findlateraidan seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT choisymarc seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT huangzhuojie seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT mudi seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT liyu seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT heyangni seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT chenqiulan seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT yangjuan seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT khankamran seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT tatemandrewj seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015
AT yuhongjie seasonalandinterannualrisksofdengueintroductionfromsoutheastasiaintochina20052015