PLoS ONE · 2013 · 112 citations · 17 references
Veterinary MedicineImmunologyInfectious DiseasesEpidemiologyHost-pathogen InteractionsInfectious Disease EpidemiologyDisease EpidemiologyDisease SpreadHiv EpidemiologyHost-virus InteractionsInfectious Disease DynamicsTransmission DynamicsContact Network ModelsContact Network SpreadContact Network TransmissionEpidemic Spreading ModelsEpidemic Spreading On NetworksInfectious Disease ModelsPopulation SizePrior Infection History
The spread of certain diseases can be promoted, in some cases substantially, by prior infection with another disease. One example is that of HIV, whose immunosuppressant effects significantly increase the chances of infection with other pathogens. Such coinfection processes, when combined with nontrivial structure in the contact networks over which diseases spread, can lead to complex patterns of epidemiological behavior. Here we consider a mathematical model of two diseases spreading through a single population, where infection with one disease is dependent on prior infection with the other. We solve exactly for the sizes of the outbreaks of both diseases in the limit of large population size, along with the complete phase diagram of the system. Among other things, we use our model to demonstrate how diseases can be controlled not only by reducing the rate of their spread, but also by reducing the spread of other infections upon which they depend.
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Statistical mechanics of complex networks
Réka Albert, Albert-Ĺaszló Barabási · Reviews of Modern Physics · 2002 · 20.6K citations · Full text
The Structure and Function of Complex Networks
Michael Newman · SIAM Review · 2003 · 18.7K citations · Full text
Complex networks: Structure and dynamics
Stefano Boccaletti, Vito Latora, Yamir Moreno et al. · Physics Reports · 2006 · 11K citations
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Herbert W. Hethcote · SIAM Review · 2000 · 6.9K citations