Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control

Abstract Background Malaria epidemics remain a significant public health issue in the East African highlands. The aim of this study was to monitor temporal variations in vector densities in relation to changes in meteorological factors and malaria incidence at four highland sites in Kenya and Uganda...

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Published in:Malaria Journal
Main Authors: Rapuoda Beth, Okia Michael, Beard James, Abeku Tarekegn A, Kristan Mojca, Sang James, Cox Jonathan
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2008
Subjects:
Online Access:https://doi.org/10.1186/1475-2875-7-231
https://doaj.org/article/b2afc98cf65f48a893be37d52523850b
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spelling ftdoajarticles:oai:doaj.org/article:b2afc98cf65f48a893be37d52523850b 2023-05-15T15:11:53+02:00 Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control Rapuoda Beth Okia Michael Beard James Abeku Tarekegn A Kristan Mojca Sang James Cox Jonathan 2008-11-01T00:00:00Z https://doi.org/10.1186/1475-2875-7-231 https://doaj.org/article/b2afc98cf65f48a893be37d52523850b EN eng BMC http://www.malariajournal.com/content/7/1/231 https://doaj.org/toc/1475-2875 doi:10.1186/1475-2875-7-231 1475-2875 https://doaj.org/article/b2afc98cf65f48a893be37d52523850b Malaria Journal, Vol 7, Iss 1, p 231 (2008) Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2008 ftdoajarticles https://doi.org/10.1186/1475-2875-7-231 2022-12-31T10:23:43Z Abstract Background Malaria epidemics remain a significant public health issue in the East African highlands. The aim of this study was to monitor temporal variations in vector densities in relation to changes in meteorological factors and malaria incidence at four highland sites in Kenya and Uganda and to evaluate the implications of these relationships for epidemic prediction and control. Methods Mosquitoes were collected weekly over a period of 47 months while meteorological variables and morbidity data were monitored concurrently. Mixed-effects Poisson regression was used to study the temporal associations of meteorological variables to vector densities and of the latter to incidence rates of Plasmodium falciparum . Results Anopheles gambiae s.s. was the predominant vector followed by Anopheles arabiensis . Anopheles funestus was also found in low densities. Vector densities remained low even during periods of malaria outbreaks. Average temperature in previous month and rainfall in previous two months had a quadratic and linear relationship with An. gambiae s.s. density, respectively. A significant statistical interaction was also observed between average temperature and rainfall in the previous month. Increases in densities of this vector in previous two months showed a linear relationship with increased malaria incidence. Conclusion Although epidemics in highlands often appear to follow abnormal weather patterns, interactions between meteorological, entomological and morbidity variables are complex and need to be modelled mathematically to better elucidate the system. This study showed that routine entomological surveillance is not feasible for epidemic monitoring or prediction in areas with low endemicity. However, information on unusual increases in temperature and rainfall should be used to initiate rapid vector surveys to assess transmission risk. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 7 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Rapuoda Beth
Okia Michael
Beard James
Abeku Tarekegn A
Kristan Mojca
Sang James
Cox Jonathan
Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control
topic_facet Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Malaria epidemics remain a significant public health issue in the East African highlands. The aim of this study was to monitor temporal variations in vector densities in relation to changes in meteorological factors and malaria incidence at four highland sites in Kenya and Uganda and to evaluate the implications of these relationships for epidemic prediction and control. Methods Mosquitoes were collected weekly over a period of 47 months while meteorological variables and morbidity data were monitored concurrently. Mixed-effects Poisson regression was used to study the temporal associations of meteorological variables to vector densities and of the latter to incidence rates of Plasmodium falciparum . Results Anopheles gambiae s.s. was the predominant vector followed by Anopheles arabiensis . Anopheles funestus was also found in low densities. Vector densities remained low even during periods of malaria outbreaks. Average temperature in previous month and rainfall in previous two months had a quadratic and linear relationship with An. gambiae s.s. density, respectively. A significant statistical interaction was also observed between average temperature and rainfall in the previous month. Increases in densities of this vector in previous two months showed a linear relationship with increased malaria incidence. Conclusion Although epidemics in highlands often appear to follow abnormal weather patterns, interactions between meteorological, entomological and morbidity variables are complex and need to be modelled mathematically to better elucidate the system. This study showed that routine entomological surveillance is not feasible for epidemic monitoring or prediction in areas with low endemicity. However, information on unusual increases in temperature and rainfall should be used to initiate rapid vector surveys to assess transmission risk.
format Article in Journal/Newspaper
author Rapuoda Beth
Okia Michael
Beard James
Abeku Tarekegn A
Kristan Mojca
Sang James
Cox Jonathan
author_facet Rapuoda Beth
Okia Michael
Beard James
Abeku Tarekegn A
Kristan Mojca
Sang James
Cox Jonathan
author_sort Rapuoda Beth
title Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control
title_short Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control
title_full Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control
title_fullStr Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control
title_full_unstemmed Variations in entomological indices in relation to weather patterns and malaria incidence in East African highlands: implications for epidemic prevention and control
title_sort variations in entomological indices in relation to weather patterns and malaria incidence in east african highlands: implications for epidemic prevention and control
publisher BMC
publishDate 2008
url https://doi.org/10.1186/1475-2875-7-231
https://doaj.org/article/b2afc98cf65f48a893be37d52523850b
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 7, Iss 1, p 231 (2008)
op_relation http://www.malariajournal.com/content/7/1/231
https://doaj.org/toc/1475-2875
doi:10.1186/1475-2875-7-231
1475-2875
https://doaj.org/article/b2afc98cf65f48a893be37d52523850b
op_doi https://doi.org/10.1186/1475-2875-7-231
container_title Malaria Journal
container_volume 7
container_issue 1
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