ArticleParasites & vectors2019
Malaria smear positivity among Kenyan children peaks at intermediate temperatures as predicted by ecological models.
Article in Parasites & vectors, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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20 citing papers in PubMed, 34 citations in OpenAlex.
- Malaria at the margins: climatic extremes, migration, and urban informal settlement risk in South Africa.Malaria journal · 2026Article
- Sociodemographic and ecological factors associated with malaria and malaria recurrence risk in children in Msambweni, Kwale County, Kenya.Malaria journal · 2025Article
- Modelling the effects of precipitation and temperature on malaria incidence in coastal and western Kenya.Malaria journal · 2025Article
- Article
- The impact of temperature changes on the health vulnerability of migrant workers: an empirical study based on the China family panel studies.Frontiers in public health · 2025Article
- Forecasting malaria dynamics based on causal relations between control interventions, climatic factors, and disease incidence in western Kenya.Journal of global health · 2024Article
- Modeling Tick Populations: An Ecological Test Case for Gradient Boosted Trees.bioRxiv : the preprint server for biology · 2023Article
- Bias-Corrected CMIP5 Projections for Climate Change and Assessments of Impact on Malaria in Senegal under the VECTRI Model.Tropical medicine and infectious disease · 2023Article
- Malaria hotspots and climate change trends in the hyper-endemic malaria settings of Mizoram along the India-Bangladesh borders.Scientific reports · 2023Article
- Risk associations of submicroscopic malaria infection in lakeshore, plateau and highland areas of Kisumu County in western Kenya.PloS one · 2022Article
- High Frequency of Antibiotic Prescription in Children With Undifferentiated Febrile Illness in Kenya.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2021Article
- Impact of recent climate extremes on mosquito-borne disease transmission in Kenya.PLoS neglected tropical diseases · 2021Article
- Efficacy of artemisinin-lumefantrine for treatment of uncomplicated malaria after more than a decade of its use in Kenya.Epidemiology and infection · 2021Article
- Disparities in Risks of Malaria Associated with Climatic Variability among Women, Children and Elderly in the Chittagong Hill Tracts of Bangladesh.International journal of environmental research and public health · 2020Article
- Risk factors for Aedes aegypti household pupal persistence in longitudinal entomological household surveys in urban and rural Kenya.Parasites & vectors · 2020Article
- Article
- Climate change could shift disease burden from malaria to arboviruses in Africa.The Lancet. Planetary health · 2020Review
- Amazon deforestation drives malaria transmission, and malaria burden reduces forest clearing.Proceedings of the National Academy of Sciences of the United States of America · 2019Article
- Thermal biology of mosquito-borne disease.Ecology letters · 2019Review
- Field Relevant Variation in Ambient Temperature Modifies Density-Dependent Establishment ofFrontiers in microbiology · 2019Article
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17 authors at 8 institutions in 3 countries.
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Abstract
backgroundAmbient temperature is an important determinant of malaria transmission and suitability, affecting the life-cycle of the Plasmodium parasite and Anopheles vector. Early models predicted a thermal malaria transmission optimum of 31 °C, later revised to 25 °C using experimental data from mosquito and parasite biology. However, the link between ambient temperature and human malaria incidence remains poorly resolved.
methodsTo evaluate the relationship between ambient temperature and malaria risk, 5833 febrile children (<18 years-old) with an acute, non-localizing febrile illness were enrolled from four heterogenous outpatient clinic sites in Kenya (Chulaimbo, Kisumu, Msambweni and Ukunda). Thick and thin blood smears were evaluated for the presence of malaria parasites. Daily temperature estimates were obtained from land logger data, and rainfall from National Oceanic and Atmospheric Administration (NOAA)'s Africa Rainfall Climatology (ARC) data. Thirty-day mean temperature and 30-day cumulative rainfall were estimated and each lagged by 30 days, relative to the febrile visit. A generalized linear mixed model was used to assess relationships between malaria smear positivity and predictors including temperature, rainfall, age, sex, mosquito exposure and socioeconomic status.
resultsMalaria smear positivity varied between 42-83% across four clinic sites in western and coastal Kenya, with highest smear positivity in the rural, western site. The temperature ranges were cooler in the western sites and warmer in the coastal sites. In multivariate analysis controlling for socioeconomic status, age, sex, rainfall and bednet use, malaria smear positivity peaked near 25 °C at all four sites, as predicted a priori from an ecological model.
conclusionsThis study provides direct field evidence of a unimodal relationship between ambient temperature and human malaria incidence with a peak in malaria transmission occurring at lower temperatures than previously recognized clinically. This nonlinear relationship with an intermediate optimal temperature implies that future climate warming could expand malaria incidence in cooler, highland regions while decreasing incidence in already warm regions with average temperatures above 25 °C. These findings support efforts to further understand the nonlinear association between ambient temperature and vector-borne diseases to better allocate resources and respond to disease threats in a future, warmer world.
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