Diffusion Model of Phenotype Evolution in Helicobacter pylori
Abstract: Helicobacter pylori are bacteria that colonize the human
stomach and are associated with diseases of the upper gastrointestinal tract.
About half of the world's population is colonized with H. pylori.
Because colonization appears to confer benefits (reduced risk of
esophageal diseases) as well as costs (increased risk of peptic
ulcer disease and gastric adenocarcinoma), it is important to
understand the biology of host-microbial interaction. Examination of
the selective pressures on H. pylori provide a model for evolution
of Lewis antigen phenotypes during the colonization of a human host.
A nonlinear diffusion equation model of Lewis antigen
expression in H. pylori will be presented.
The model incorporates the following key elements:
H. pylori strains are highly diverse and continued variation is
occuring during colonization; (2) H. pylori Lewis expression
varies during colonization and host characteristics select for
particular phenotypes; and (3) H. pylori strains have substantial
ability to mutate and to recombine DNA with other H. pylori
strains, thus
providing opportunity for quasi-species development.
The model has the form
where u(y,t) is the density of bacteria with
respect to Lewis antigen
type y,
corresponds to the rate of mutation,
is the
selection
coefficient,
is the crowding
parameter, and H is the recombination operator. Model simulations
will be compared to data.