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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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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 |
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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 |
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