Association between Climate Variability and Malaria Epidemics in the East African Highlands

The causes of the recent reemergence of Plasmodium falciparum epidemic malaria in the East African highlands are controversial. Regional climate changes have been invoked as a major factor; however, assessing the impact of climate in malaria resurgence is difficult due to high spatial and temporal c...

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Veröffentlicht in:Proceedings of the National Academy of Sciences - PNAS 2004-02, Vol.101 (8), p.2375-2380
Hauptverfasser: Zhou, Guofa, Minakawa, Noboru, Githeko, Andrew K., Yan, Guiyun, Herren, Hans R.
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container_issue 8
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container_title Proceedings of the National Academy of Sciences - PNAS
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creator Zhou, Guofa
Minakawa, Noboru
Githeko, Andrew K.
Yan, Guiyun
Herren, Hans R.
description The causes of the recent reemergence of Plasmodium falciparum epidemic malaria in the East African highlands are controversial. Regional climate changes have been invoked as a major factor; however, assessing the impact of climate in malaria resurgence is difficult due to high spatial and temporal climate variability and the lack of long-term data series on malaria cases from different sites. Climate variability, defined as short-term fluctuations around the mean climate state, may be epidemiologically more relevant than mean temperature change, but its effects on malaria epidemics have not been rigorously examined. Here we used nonlinear mixed-regression model to investigate the association between autoregression (number of malaria outpatients during the previous time period), seasonality and climate variability, and the number of monthly malaria outpatients of the past 10-20 years in seven highland sites in East Africa. The model explained 65-81% of the variance in the number of monthly malaria outpatients. Nonlinear and synergistic effects of temperature and rainfall on the number of malaria outpatients were found in all seven sites. The net variance in the number of monthly malaria outpatients caused by autoregression and seasonality varied among sites and ranged from 18 to 63% (mean = 38.6%), whereas 12-63% (mean = 36.1%) of variance is attributed to climate variability. Our results suggest that there was a high spatial variation in the sensitivity of malaria outpatient number to climate fluctuations in the highlands, and that climate variability played an important role in initiating malaria epidemics in the East African highlands.
doi_str_mv 10.1073/pnas.0308714100
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Regional climate changes have been invoked as a major factor; however, assessing the impact of climate in malaria resurgence is difficult due to high spatial and temporal climate variability and the lack of long-term data series on malaria cases from different sites. Climate variability, defined as short-term fluctuations around the mean climate state, may be epidemiologically more relevant than mean temperature change, but its effects on malaria epidemics have not been rigorously examined. Here we used nonlinear mixed-regression model to investigate the association between autoregression (number of malaria outpatients during the previous time period), seasonality and climate variability, and the number of monthly malaria outpatients of the past 10-20 years in seven highland sites in East Africa. The model explained 65-81% of the variance in the number of monthly malaria outpatients. 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Nonlinear and synergistic effects of temperature and rainfall on the number of malaria outpatients were found in all seven sites. The net variance in the number of monthly malaria outpatients caused by autoregression and seasonality varied among sites and ranged from 18 to 63% (mean = 38.6%), whereas 12-63% (mean = 36.1%) of variance is attributed to climate variability. 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subjects Africa, Eastern - epidemiology
Biological Sciences
Climate
Climate change
Climate models
Climatology
Disease Outbreaks
Ecology
Epidemics
Ethiopia - epidemiology
Highlands
Humans
Incidence
Kenya - epidemiology
Malaria
Malaria - epidemiology
Mosquitos
Rain
Seasons
Statistical variance
Temperature
Uganda - epidemiology
title Association between Climate Variability and Malaria Epidemics in the East African Highlands
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