Nature Communications · 2024 · 32 citations · 67 references
Life SciencesEcologyInfectious DiseasesClimatologyParasite EcologyParasitologyMalariaMalaria Vector BiologyMosquito BiologyMosquito-borne DiseasesParasite TransmissionTransmission DynamicsClimate Influence On TransmissionMalaria ParasitesMosquito Vector CompetenceParasite Developmental StagesParasite EstablishmentTemperature DependencyTemperature Effects On TransmissionTransmission Modelling
Despite concern that climate change could increase the human risk to malaria in certain areas, the temperature dependency of malaria transmission is poorly characterized. Here, we use a mechanistic model fitted to experimental data to describe how Plasmodium falciparum infection of the African malaria vector, Anopheles gambiae, is modulated by temperature, including its influences on parasite establishment, conversion efficiency through parasite developmental stages, parasite development rate, and overall vector competence. We use these data, together with estimates of the survival of infected blood-fed mosquitoes, to explore the theoretical influence of temperature on transmission in four locations in Kenya, considering recent conditions and future climate change. Results provide insights into factors limiting transmission in cooler environments and indicate that increases in malaria transmission due to climate warming in areas like the Kenyan Highlands, might be less than previously predicted.
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<i>Stan</i> : A Probabilistic Programming Language
Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · Journal of Statistical Software · 2017 · 7.4K citations · Full text
Benjamin Gompertz · Philosophical Transactions of the Royal Society of London · 1825 · 3.8K citations