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The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana

BACKGROUND: Malaria remains a serious problem in French Guiana, which is at potential risk for drought linked with the El Niño Event and where there could be a risk of malaria epidemic after the onset of an El Niño event. METHODS: A time series analysis using ARIMA was developed to investigate tempo...

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Detalles Bibliográficos
Autores principales: Hanf, Matthieu, Adenis, Antoine, Nacher, Mathieu, Carme, Bernard
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3100257/
https://www.ncbi.nlm.nih.gov/pubmed/21513502
http://dx.doi.org/10.1186/1475-2875-10-100
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author Hanf, Matthieu
Adenis, Antoine
Nacher, Mathieu
Carme, Bernard
author_facet Hanf, Matthieu
Adenis, Antoine
Nacher, Mathieu
Carme, Bernard
author_sort Hanf, Matthieu
collection PubMed
description BACKGROUND: Malaria remains a serious problem in French Guiana, which is at potential risk for drought linked with the El Niño Event and where there could be a risk of malaria epidemic after the onset of an El Niño event. METHODS: A time series analysis using ARIMA was developed to investigate temporal correlations between the monthly Plasmodium falciparum case numbers and El Niño Southern Oscillation (ENSO) as measured by the Southern Oscillation Index (SOI) at the Cayenne General Hospital between 1996 and 2009. RESULTS: The data showed a positive influence of El Niño at a lag of three months on P. falciparum cases (p < 0.001). The incorporation of SOI data in the ARIMA model reduced the AIC by 4%. CONCLUSIONS: Although there is a statistical link, the predictive value of ENSO to modulate prevention intervention seems marginal in French Guiana. However, additional work should refine the regional dependence of malaria on the ENSO state.
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spelling pubmed-31002572011-05-24 The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana Hanf, Matthieu Adenis, Antoine Nacher, Mathieu Carme, Bernard Malar J Research BACKGROUND: Malaria remains a serious problem in French Guiana, which is at potential risk for drought linked with the El Niño Event and where there could be a risk of malaria epidemic after the onset of an El Niño event. METHODS: A time series analysis using ARIMA was developed to investigate temporal correlations between the monthly Plasmodium falciparum case numbers and El Niño Southern Oscillation (ENSO) as measured by the Southern Oscillation Index (SOI) at the Cayenne General Hospital between 1996 and 2009. RESULTS: The data showed a positive influence of El Niño at a lag of three months on P. falciparum cases (p < 0.001). The incorporation of SOI data in the ARIMA model reduced the AIC by 4%. CONCLUSIONS: Although there is a statistical link, the predictive value of ENSO to modulate prevention intervention seems marginal in French Guiana. However, additional work should refine the regional dependence of malaria on the ENSO state. BioMed Central 2011-04-22 /pmc/articles/PMC3100257/ /pubmed/21513502 http://dx.doi.org/10.1186/1475-2875-10-100 Text en Copyright ©2011 Hanf et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Hanf, Matthieu
Adenis, Antoine
Nacher, Mathieu
Carme, Bernard
The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
title The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
title_full The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
title_fullStr The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
title_full_unstemmed The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
title_short The role of El Niño southern oscillation (ENSO) on variations of monthly Plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, French Guiana
title_sort role of el niño southern oscillation (enso) on variations of monthly plasmodium falciparum malaria cases at the cayenne general hospital, 1996-2009, french guiana
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3100257/
https://www.ncbi.nlm.nih.gov/pubmed/21513502
http://dx.doi.org/10.1186/1475-2875-10-100
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