PLoS ONE · 2013 · 129 citations · 26 references
Vector-borne PathogenInfectious Disease EpidemiologyInfectious Disease ModellingChikungunya DynamicsEpidemiological DynamicVirologyMathematical ModelDisease OutbreakSensitivity AnalysisLarge Réunion EpidemicChikungunya InfectionsMedicineMajor EpidemicArbovirusEpidemiologyVector Borne Disease
Chikungunya is a re-emerging arboviral disease transmitted by Aedes spp. mosquitoes. Although principally endemic to Africa and Asia, recent outbreaks have occurred in Europe following introductions by returning travellers. A particularly large outbreak occurred on Réunion Island in 2006, the published data from which forms the basis of the current study. A simple, deterministic mathematical model of the transmission of the virus between humans and mosquitoes was constructed and parameterised with the up-to-date literature on infection biology. The model is fitted to the large Réunion epidemic, resulting in an estimate of 4.1 for the type reproduction number of chikungunya. Although simplistic, the model provided a close approximation of both the peak incidence of the outbreak and the final epidemic size. Sensitivity analysis using Monte Carlo simulation demonstrated the strong influence that both the latent period of infection in humans and the pre-patent period have on these two epidemiological outcomes. We show why separating these variables, which are epidemiologically distinct in chikungunya infections, is not only necessary for accurate model fitting but also important in informing control.
26
Ross, Macdonald, and a Theory for the Dynamics and Control of Mosquito-Transmitted Pathogens
David L. Smith, Katherine E. Battle, Simon I Hay et al. · PLoS Pathogens · 2012 · 619 citations · Full text
Hélène Delatte, Geoffrey Gimonneau, Aurélie Triboire et al. · Journal of Medical Entomology · 2009 · 524 citations · Full text