Modelling the transmission dynamics of dengue in the presence of Wolbachia

• Published in: Mathematical biosciences 2015-04, Vol.262, p.157-166
• Main Authors: Ndii, Meksianis Z., Hickson, R.I., Allingham, David, Mercer, G.N.
• Format: Article
• Language: English
• Subjects: Aedes - microbiology; Aedes - virology; Animals; Cytoplasmic incompatibility; Dengue; Dengue - epidemiology; Dengue - prevention & control; Dengue - transmission; Dengue virus; Humans; Longevity; Mathematical Concepts; Mathematical model; Models, Biological; Pest Control, Biological; Seasonal; Sensitivity analysis; Wolbachia; Wolbachia - physiology
• ISSN: 0025-5564; 1879-3134
• DOI: 10.1016/j.mbs.2014.12.011

•We present a deterministic model for dengue in the presence of Wolbachia.•We incorporate seasonal forcing through the mosquito death rate.•We analyse human dengue reduction for a single outbreak due to Wolbachia.•The global sensitivity analyses determine important parameters for human dengue cases.•Wolbachia is expected to reduce dengue transmission by over 90%. Use of the bacterium Wolbachia is an innovative new strategy designed to break the cycle of dengue transmission. There are two main mechanisms by which Wolbachia could achieve this: by reducing the level of dengue virus in the mosquito and/or by shortening the host mosquito’s lifespan. However, although Wolbachia shortens the lifespan, it also gives a breeding advantage which results in complex population dynamics. This study focuses on the development of a mathematical model to quantify the effect on human dengue cases of introducing Wolbachia into the mosquito population. The model consists of a compartment-based system of first-order differential equations; seasonal forcing in the mosquito population is introduced through the adult mosquito death rate. The analysis focuses on a single dengue outbreak typical of a region with a strong seasonally-varying mosquito population. We found that a significant reduction in human dengue cases can be obtained provided that Wolbachia-carrying mosquitoes persist when competing with mosquitoes without Wolbachia. Furthermore, using the Wolbachia strain WMel reduces the mosquito lifespan by at most 10% and allows them to persist in competition with non-Wolbachia-carrying mosquitoes. Mosquitoes carrying the WMelPop strain, however, are not likely to persist as it reduces the mosquito lifespan by up to 50%. When all other effects of Wolbachia on the mosquito physiology are ignored, cytoplasmic incompatibility alone results in a reduction in the number of human dengue cases. A sensitivity analysis of the parameters in the model shows that the transmission probability, the biting rate and the average adult mosquito death rate are the most important parameters for the outcome of the cumulative proportion of human individuals infected with dengue.