Cargando…

Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability

BACKGROUND: Dengue is a major global public health problem with increasing incidence and geographic spread. The epidemiology is complex with long inter-epidemic intervals and endemic with seasonal fluctuations. This study was initiated to investigate dengue transmission dynamics in Binh Thuan provin...

Descripción completa

Detalles Bibliográficos
Autores principales: Thai, Khoa T. D., Cazelles, Bernard, Nguyen, Nam Van, Vo, Long Thi, Boni, Maciej F., Farrar, Jeremy, Simmons, Cameron P., van Doorn, H. Rogier, de Vries, Peter J.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2903474/
https://www.ncbi.nlm.nih.gov/pubmed/20644621
http://dx.doi.org/10.1371/journal.pntd.0000747
_version_ 1782183798817947648
author Thai, Khoa T. D.
Cazelles, Bernard
Nguyen, Nam Van
Vo, Long Thi
Boni, Maciej F.
Farrar, Jeremy
Simmons, Cameron P.
van Doorn, H. Rogier
de Vries, Peter J.
author_facet Thai, Khoa T. D.
Cazelles, Bernard
Nguyen, Nam Van
Vo, Long Thi
Boni, Maciej F.
Farrar, Jeremy
Simmons, Cameron P.
van Doorn, H. Rogier
de Vries, Peter J.
author_sort Thai, Khoa T. D.
collection PubMed
description BACKGROUND: Dengue is a major global public health problem with increasing incidence and geographic spread. The epidemiology is complex with long inter-epidemic intervals and endemic with seasonal fluctuations. This study was initiated to investigate dengue transmission dynamics in Binh Thuan province, southern Vietnam. METHODOLOGY: Wavelet analyses were performed on time series of monthly notified dengue cases from January 1994 to June 2009 (i) to detect and quantify dengue periodicity, (ii) to describe synchrony patterns in both time and space, (iii) to investigate the spatio-temporal waves and (iv) to associate the relationship between dengue incidence and El Niño-Southern Oscillation (ENSO) indices in Binh Thuan province, southern Vietnam. PRINCIPAL FINDINGS: We demonstrate a continuous annual mode of oscillation and a multi-annual cycle of around 2–3-years was solely observed from 1996–2001. Synchrony in time and between districts was detected for both the annual and 2–3-year cycle. Phase differences used to describe the spatio-temporal patterns suggested that the seasonal wave of infection was either synchronous among all districts or moving away from Phan Thiet district. The 2–3-year periodic wave was moving towards, rather than away from Phan Thiet district. A strong non-stationary association between ENSO indices and climate variables with dengue incidence in the 2–3-year periodic band was found. CONCLUSIONS: A multi-annual mode of oscillation was observed and these 2–3-year waves of infection probably started outside Binh Thuan province. Associations with climatic variables were observed with dengue incidence. Here, we have provided insight in dengue population transmission dynamics over the past 14.5 years. Further studies on an extensive time series dataset are needed to test the hypothesis that epidemics emanate from larger cities in southern Vietnam.
format Text
id pubmed-2903474
institution National Center for Biotechnology Information
language English
publishDate 2010
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-29034742010-07-19 Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability Thai, Khoa T. D. Cazelles, Bernard Nguyen, Nam Van Vo, Long Thi Boni, Maciej F. Farrar, Jeremy Simmons, Cameron P. van Doorn, H. Rogier de Vries, Peter J. PLoS Negl Trop Dis Research Article BACKGROUND: Dengue is a major global public health problem with increasing incidence and geographic spread. The epidemiology is complex with long inter-epidemic intervals and endemic with seasonal fluctuations. This study was initiated to investigate dengue transmission dynamics in Binh Thuan province, southern Vietnam. METHODOLOGY: Wavelet analyses were performed on time series of monthly notified dengue cases from January 1994 to June 2009 (i) to detect and quantify dengue periodicity, (ii) to describe synchrony patterns in both time and space, (iii) to investigate the spatio-temporal waves and (iv) to associate the relationship between dengue incidence and El Niño-Southern Oscillation (ENSO) indices in Binh Thuan province, southern Vietnam. PRINCIPAL FINDINGS: We demonstrate a continuous annual mode of oscillation and a multi-annual cycle of around 2–3-years was solely observed from 1996–2001. Synchrony in time and between districts was detected for both the annual and 2–3-year cycle. Phase differences used to describe the spatio-temporal patterns suggested that the seasonal wave of infection was either synchronous among all districts or moving away from Phan Thiet district. The 2–3-year periodic wave was moving towards, rather than away from Phan Thiet district. A strong non-stationary association between ENSO indices and climate variables with dengue incidence in the 2–3-year periodic band was found. CONCLUSIONS: A multi-annual mode of oscillation was observed and these 2–3-year waves of infection probably started outside Binh Thuan province. Associations with climatic variables were observed with dengue incidence. Here, we have provided insight in dengue population transmission dynamics over the past 14.5 years. Further studies on an extensive time series dataset are needed to test the hypothesis that epidemics emanate from larger cities in southern Vietnam. Public Library of Science 2010-07-13 /pmc/articles/PMC2903474/ /pubmed/20644621 http://dx.doi.org/10.1371/journal.pntd.0000747 Text en Thai 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Thai, Khoa T. D.
Cazelles, Bernard
Nguyen, Nam Van
Vo, Long Thi
Boni, Maciej F.
Farrar, Jeremy
Simmons, Cameron P.
van Doorn, H. Rogier
de Vries, Peter J.
Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability
title Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability
title_full Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability
title_fullStr Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability
title_full_unstemmed Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability
title_short Dengue Dynamics in Binh Thuan Province, Southern Vietnam: Periodicity, Synchronicity and Climate Variability
title_sort dengue dynamics in binh thuan province, southern vietnam: periodicity, synchronicity and climate variability
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2903474/
https://www.ncbi.nlm.nih.gov/pubmed/20644621
http://dx.doi.org/10.1371/journal.pntd.0000747
work_keys_str_mv AT thaikhoatd denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT cazellesbernard denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT nguyennamvan denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT volongthi denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT bonimaciejf denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT farrarjeremy denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT simmonscameronp denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT vandoornhrogier denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability
AT devriespeterj denguedynamicsinbinhthuanprovincesouthernvietnamperiodicitysynchronicityandclimatevariability