Mathematical Models of Coevolutionary Dynamics:Host-Parasite Dynamics and Mullerian Mimicry
Organisms do not live alone but interact with each other, through, for
example, resource competition, symbiosis and parasitism. How does the
interaction between species the evolutionary and ecological outcome? In
this presentation, I will talk about three topics on theoretical study of
the coevolutionary dynamics.
The first topic is the effect of mortality enhancement on the coexistence
of strains of infectious disease. Dengue virus has four major serotypes
that characterized by a large genetic and immunological distance. Antibody dependent enhancement (ADE) results from a new infection with one serotype
in an individual with acquired immunity to a different serotype. A
mathematical model is presented that describes the epidemiological dynamics
of two serotypes of a pathogen where there is the possibility of
coinfection and reinfection by a different serotype, along with increased
mortality due to enhancement. I show that if there is no or little
increased mortality for reinfections (enhancement), serotypes with even a
negligibly small immunological distance can stably coexist. In contrast, if
the enhancement is sufficiently large, a substantial immunological distance
is necessary in order for two serotypes to stably coexist in the
population. Therefore high mortality due to enhancement leads to an
evolutionarily stable viral community constituting of a set of distantly
separated serotypes.
The second topic is malaria control under the threat of counter evolution
of vector insect. Strategies to eradicate the vector-borne infectious
diseases (e.g. malaria and Japanese encephalitis) are often directed to
control vectors by insecticides. Spraying insecticide, however, opens a way
for the development of the insecticide-resistance in vectors that may lead
to the failure in disease control. In this study, I examine if the combined
use of insecticide spray with zooprophylaxis can resolve the problem of
insecticide-resistant mosquito. Zooprophylaxis refers to a control
strategy of an infectious disease by attracting vectors to domestic animal
in which the pathogen cannot amplify (a dead-end host). The human malaria
parasite Plasmodium spp. has a closed transmission cycle between human and
mosquito, and hence cattle can serve as a dead-end livestock. The model
reveals that by a suitable choice of insecticide spray rate and cattle
density, malaria can be controlled without allowing the development of
insecticide-resistance in mosquito.
The last topic is Mullerian mimicry system. Sibling species of tropical
butterflies, Heliconius erato and H. melepomene is one of the best known
example of Mullerian mimicry, in which many different kinds of locally
comimicking morphs are distributed over the Central-South America, forming
a patchwork of mimicry rings in a large geographical scale with sharp
boundaries (intergradation zones) dividing each piece of mosaic. I here
analyze the reaction diffusion system that describes two-species Mullerian
mimicry in one and two-dimensional habitats. I analyze the interfacial
dynamics of the boundaries to find whether a stable cline is maintained,
and to obtain the wave speed if the cline is unstable. The results are: (1)
In a spatially uniform habitat the morph with greater base fitness spreads
both in one and two species system. (2) In spatial heterogeneous habitats,
stable clines can be maintained due to the balance between base fitness
gradient and the biased gene flow by negative curvature of boundary. This
allows the persistence of spatial mosaic even if one of the morphs is
everywhere advantageous over the other. A balanced cline is also maintained
if there is gradient in population density.