Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.

Background Dengue is an increasing health burden that has spread throughout the tropics and sub-tropics. There is currently no effective vaccine and control is only possible through integrated vector management. Early warning systems (EWS) to alert potential dengue outbreaks are currently being expl...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Estrella I Cruz, Ferdinand V Salazar, Ariza Minelle A Aguila, Mary Vinessa Villaruel-Jagmis, Jennifer Ramos, Richard E Paul
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2024
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0011603
https://doaj.org/article/643ea0dc11384717acfd5f6104a645d6
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spelling ftdoajarticles:oai:doaj.org/article:643ea0dc11384717acfd5f6104a645d6 2024-09-09T19:27:35+00:00 Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines. Estrella I Cruz Ferdinand V Salazar Ariza Minelle A Aguila Mary Vinessa Villaruel-Jagmis Jennifer Ramos Richard E Paul 2024-07-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0011603 https://doaj.org/article/643ea0dc11384717acfd5f6104a645d6 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0011603 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0011603 https://doaj.org/article/643ea0dc11384717acfd5f6104a645d6 PLoS Neglected Tropical Diseases, Vol 18, Iss 7, p e0011603 (2024) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2024 ftdoajarticles https://doi.org/10.1371/journal.pntd.0011603 2024-08-19T14:56:40Z Background Dengue is an increasing health burden that has spread throughout the tropics and sub-tropics. There is currently no effective vaccine and control is only possible through integrated vector management. Early warning systems (EWS) to alert potential dengue outbreaks are currently being explored but despite showing promise are yet to come to fruition. This study addresses the association of meteorological variables with both mosquito indices and dengue incidences and assesses the added value of additionally using mosquito indices for predicting dengue incidences. Methodology/principal findings Entomological surveys were carried out monthly for 14 months in six sites spread across three environmentally different cities of the Philippines. Meteorological and dengue data were acquired. Non-linear generalized additive models were fitted to test associations of the meteorological variables with both mosquito indices and dengue cases. Rain and the diurnal temperature range (DTR) contributed most to explaining the variation in both mosquito indices and number of dengue cases. DTR and minimum temperature also explained variation in dengue cases occurring one and two months later and may offer potentially useful variables for an EWS. The number of adult mosquitoes did associate with the number of dengue cases, but contributed no additional value to meteorological variables for explaining variation in dengue cases. Conclusions/significance The use of meteorological variables to predict future risk of dengue holds promise. The lack of added value of using mosquito indices confirms several previous studies and given the onerous nature of obtaining such information, more effort should be placed on improving meteorological information at a finer scale to evaluate efficacy in early warning of dengue outbreaks. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 18 7 e0011603
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Estrella I Cruz
Ferdinand V Salazar
Ariza Minelle A Aguila
Mary Vinessa Villaruel-Jagmis
Jennifer Ramos
Richard E Paul
Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Background Dengue is an increasing health burden that has spread throughout the tropics and sub-tropics. There is currently no effective vaccine and control is only possible through integrated vector management. Early warning systems (EWS) to alert potential dengue outbreaks are currently being explored but despite showing promise are yet to come to fruition. This study addresses the association of meteorological variables with both mosquito indices and dengue incidences and assesses the added value of additionally using mosquito indices for predicting dengue incidences. Methodology/principal findings Entomological surveys were carried out monthly for 14 months in six sites spread across three environmentally different cities of the Philippines. Meteorological and dengue data were acquired. Non-linear generalized additive models were fitted to test associations of the meteorological variables with both mosquito indices and dengue cases. Rain and the diurnal temperature range (DTR) contributed most to explaining the variation in both mosquito indices and number of dengue cases. DTR and minimum temperature also explained variation in dengue cases occurring one and two months later and may offer potentially useful variables for an EWS. The number of adult mosquitoes did associate with the number of dengue cases, but contributed no additional value to meteorological variables for explaining variation in dengue cases. Conclusions/significance The use of meteorological variables to predict future risk of dengue holds promise. The lack of added value of using mosquito indices confirms several previous studies and given the onerous nature of obtaining such information, more effort should be placed on improving meteorological information at a finer scale to evaluate efficacy in early warning of dengue outbreaks.
format Article in Journal/Newspaper
author Estrella I Cruz
Ferdinand V Salazar
Ariza Minelle A Aguila
Mary Vinessa Villaruel-Jagmis
Jennifer Ramos
Richard E Paul
author_facet Estrella I Cruz
Ferdinand V Salazar
Ariza Minelle A Aguila
Mary Vinessa Villaruel-Jagmis
Jennifer Ramos
Richard E Paul
author_sort Estrella I Cruz
title Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.
title_short Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.
title_full Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.
title_fullStr Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.
title_full_unstemmed Current and lagged associations of meteorological variables and Aedes mosquito indices with dengue incidence in the Philippines.
title_sort current and lagged associations of meteorological variables and aedes mosquito indices with dengue incidence in the philippines.
publisher Public Library of Science (PLoS)
publishDate 2024
url https://doi.org/10.1371/journal.pntd.0011603
https://doaj.org/article/643ea0dc11384717acfd5f6104a645d6
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 18, Iss 7, p e0011603 (2024)
op_relation https://doi.org/10.1371/journal.pntd.0011603
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0011603
https://doaj.org/article/643ea0dc11384717acfd5f6104a645d6
op_doi https://doi.org/10.1371/journal.pntd.0011603
container_title PLOS Neglected Tropical Diseases
container_volume 18
container_issue 7
container_start_page e0011603
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