Cargando…

El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis

BACKGROUND: Chikungunya virus (CHIKV) is an emerging mosquito-borne pathogen circulating in tropical and sub-tropical regions. Although autochthonous transmission has not been reported in Australia, there is a potential risk of local CHIKV outbreaks due to the presence of suitable vectors, global tr...

Descripción completa

Detalles Bibliográficos
Autores principales: Huang, Xiaodong, Hu, Wenbiao, Yakob, Laith, Devine, Gregor J., McGraw, Elizabeth A., Jansen, Cassie C., Faddy, Helen M., Frentiu, Francesca D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6544329/
https://www.ncbi.nlm.nih.gov/pubmed/31107863
http://dx.doi.org/10.1371/journal.pntd.0007376
_version_ 1783423241870639104
author Huang, Xiaodong
Hu, Wenbiao
Yakob, Laith
Devine, Gregor J.
McGraw, Elizabeth A.
Jansen, Cassie C.
Faddy, Helen M.
Frentiu, Francesca D.
author_facet Huang, Xiaodong
Hu, Wenbiao
Yakob, Laith
Devine, Gregor J.
McGraw, Elizabeth A.
Jansen, Cassie C.
Faddy, Helen M.
Frentiu, Francesca D.
author_sort Huang, Xiaodong
collection PubMed
description BACKGROUND: Chikungunya virus (CHIKV) is an emerging mosquito-borne pathogen circulating in tropical and sub-tropical regions. Although autochthonous transmission has not been reported in Australia, there is a potential risk of local CHIKV outbreaks due to the presence of suitable vectors, global trade, frequent international travel and human adaptation to changes in climate. METHODOLOGY/PRINCIPAL FINDINGS: A time series seasonal decomposition method was used to investigate the seasonality and trend of monthly imported CHIKV cases. This pattern was compared with the seasonality and trend of monthly overseas arrivals. A wavelet coherence analysis was applied to examine the transient relationships between monthly imported CHIKV cases and southern oscillation index (SOI) in time-frequency space. We found that the number and geographical distribution of countries of acquisition for CHIKV in travellers to Australia has increased in recent years. The number of monthly imported CHIKV cases displayed an unstable increased trend compared with a stable linear increased trend in monthly overseas arrivals. Both imported CHIKV cases and overseas arrivals showed substantial seasonality, with the strongest seasonal effects in each January, followed by each October and July. The wavelet coherence analysis identified four significant transient relationships between monthly imported CHIKV cases and 6-month lagged moving average SOI, in the years 2009–2010, 2012, 2014 and 2015–2016. CONCLUSION/SIGNIFICANCE: High seasonal peaks of imported CHIKV cases were consistent with the high seasonal peaks of overseas arrivals into Australia. Our analysis also indicates that El Niño Southern Oscillation (ENSO) variation may impact CHIKV epidemics in endemic regions, in turn influencing the pattern of imported cases.
format Online
Article
Text
id pubmed-6544329
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-65443292019-06-17 El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis Huang, Xiaodong Hu, Wenbiao Yakob, Laith Devine, Gregor J. McGraw, Elizabeth A. Jansen, Cassie C. Faddy, Helen M. Frentiu, Francesca D. PLoS Negl Trop Dis Research Article BACKGROUND: Chikungunya virus (CHIKV) is an emerging mosquito-borne pathogen circulating in tropical and sub-tropical regions. Although autochthonous transmission has not been reported in Australia, there is a potential risk of local CHIKV outbreaks due to the presence of suitable vectors, global trade, frequent international travel and human adaptation to changes in climate. METHODOLOGY/PRINCIPAL FINDINGS: A time series seasonal decomposition method was used to investigate the seasonality and trend of monthly imported CHIKV cases. This pattern was compared with the seasonality and trend of monthly overseas arrivals. A wavelet coherence analysis was applied to examine the transient relationships between monthly imported CHIKV cases and southern oscillation index (SOI) in time-frequency space. We found that the number and geographical distribution of countries of acquisition for CHIKV in travellers to Australia has increased in recent years. The number of monthly imported CHIKV cases displayed an unstable increased trend compared with a stable linear increased trend in monthly overseas arrivals. Both imported CHIKV cases and overseas arrivals showed substantial seasonality, with the strongest seasonal effects in each January, followed by each October and July. The wavelet coherence analysis identified four significant transient relationships between monthly imported CHIKV cases and 6-month lagged moving average SOI, in the years 2009–2010, 2012, 2014 and 2015–2016. CONCLUSION/SIGNIFICANCE: High seasonal peaks of imported CHIKV cases were consistent with the high seasonal peaks of overseas arrivals into Australia. Our analysis also indicates that El Niño Southern Oscillation (ENSO) variation may impact CHIKV epidemics in endemic regions, in turn influencing the pattern of imported cases. Public Library of Science 2019-05-20 /pmc/articles/PMC6544329/ /pubmed/31107863 http://dx.doi.org/10.1371/journal.pntd.0007376 Text en © 2019 Huang 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
Huang, Xiaodong
Hu, Wenbiao
Yakob, Laith
Devine, Gregor J.
McGraw, Elizabeth A.
Jansen, Cassie C.
Faddy, Helen M.
Frentiu, Francesca D.
El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis
title El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis
title_full El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis
title_fullStr El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis
title_full_unstemmed El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis
title_short El Niño Southern Oscillation, overseas arrivals and imported chikungunya cases in Australia: A time series analysis
title_sort el niño southern oscillation, overseas arrivals and imported chikungunya cases in australia: a time series analysis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6544329/
https://www.ncbi.nlm.nih.gov/pubmed/31107863
http://dx.doi.org/10.1371/journal.pntd.0007376
work_keys_str_mv AT huangxiaodong elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT huwenbiao elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT yakoblaith elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT devinegregorj elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT mcgrawelizabetha elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT jansencassiec elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT faddyhelenm elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis
AT frentiufrancescad elninosouthernoscillationoverseasarrivalsandimportedchikungunyacasesinaustraliaatimeseriesanalysis