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      Modelling Ranavirus Transmission in Populations of Common Frogs ( Rana temporaria) in the United Kingdom

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          Abstract

          Ranaviruses began emerging in common frogs ( Rana temporaria) in the United Kingdom in the late 1980s and early 1990s, causing severe disease and declines in the populations of these animals. Herein, we explored the transmission dynamics of the ranavirus(es) present in common frog populations, in the context of a simple susceptible-infected (SI) model, using parameters derived from the literature. We explored the effects of disease-induced population decline on the dynamics of the ranavirus. We then extended the model to consider the infection dynamics in populations exposed to both ulcerative and hemorrhagic forms of the ranaviral disease. The preliminary investigation indicated the important interactions between the forms. When the ulcerative form was present in a population and the hemorrhagic form was later introduced, the hemorrhagic form of the disease needed to be highly contagious, to persist. We highlighted the areas where further research and experimental evidence is needed and hope that these models would act as a guide for further research into the amphibian disease dynamics.

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          Most cited references28

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          Population biology of infectious diseases: Part I.

          If the host population is taken to be a dynamic variable (rather than constant, as conventionally assumed), a wider understanding of the population biology of infectious diseases emerges. In this first part of a two-part article, mathematical models are developed, shown to fit data from laboratory experiments, and used to explore the evolutionary relations among transmission parameters. In the second part of the article, to be published in next week's issue, the models are extended to include indirectly transmitted infections, and the general implications for infectious diseases are considered.
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            Population biology of infectious diseases: Part II.

            In the first part of this two-part article (Nature 280, 361--367), mathematical models of directly transmitted microparasitic infections were developed, taking explicit account of the dynamics of the host population. The discussion is now extended to both microparasites (viruses, bacteria and protozoa) and macroparasites (helminths and arthropods), transmitted either directly or indirectly via one or more intermediate hosts. Consideration is given to the relation between the ecology and evolution of the transmission processes and the overall dynamics, and to the mechanisms that can produce cyclic patterns, or multiple stable states, in the levels of infection in the host population.
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              Epizootiology of sixty-four amphibian morbidity and mortality events in the USA, 1996-2001.

              A total of 44 amphibian mortality events and 20 morbidity events were reviewed retrospectively. The most common cause of amphibian mortality events was infection by ranaviruses (Family: Iridoviridae). Ranavirus epizootics have abrupt onset and affect late-stage larvae and recent metamorphs. Mortality events due to ranavirus infections affected only widespread and abundant amphibian species, and there was a clear association with high population densities. Chytrid fungal infections accounted for seven mortality events in postmetamorphic anurans only. Chytrid epizootics are insidious and easily overlooked in the field. While both ranavirus and chytrid fungal epizootics were associated with > 90% mortality rates at affected sites, only the chytrid fungal infections were linked to multiple amphibian population declines. Three primitive fungal organisms in the newly erected clade, Mesomycetozoa, caused morbidities and mortalities in anurans and salamanders.
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                Author and article information

                Journal
                Viruses
                Viruses
                viruses
                Viruses
                MDPI
                1999-4915
                15 June 2019
                June 2019
                : 11
                : 6
                : 556
                Affiliations
                [1 ]Department of Mathematics and Natural Sciences, Gordon State College, Barnesville, GA 30204, USA; js197212@ 123456gordonstate.edu
                [2 ]Institute of Zoology, Zoological Society of London, London NW1 4RY, UK; trent.garner@ 123456ioz.ac.uk
                [3 ]School of Biological and Chemical Sciences, Queen Mary, University of London, London E1 4NS, UK; r.a.nichols@ 123456qmul.ac.uk
                [4 ]School of Biological Sciences, Louisiana Tech University, Ruston, LA 71272, USA; jearl@ 123456latech.edu
                Author notes
                Author information
                https://orcid.org/0000-0002-8577-0965
                https://orcid.org/0000-0002-4801-9312
                Article
                viruses-11-00556
                10.3390/v11060556
                6630962
                31208063
                d6d50d87-4bbd-495c-be06-33aa61614add
                © 2019 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 10 April 2019
                : 04 June 2019
                Categories
                Article

                Microbiology & Virology
                transmission modelling,susceptible-infected (si) models,emerging infection,ranavirosis,iridoviridae,disease dynamics

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