|
|
CAIMS*SCMAI Doctoral Dissertation Award 2001 Winner and Abstract
2001
David Iron, Institute of Applied Mathematics
University of British Columbia:
The Stability and Dynamics of Spike-Type Solutions to the Gierer-Meinhardt Model
A well-known system of partial differential equations, known as the
Gierer-Meinhardt system, has been used to model cellular differentiation
and morphogenesis. The system is of reaction-diffusion type and involves
the determination of an activator and an inhibitor concentration field.
Long-lived isolated spike solutions for the activator model the
localized concentration profile that is responsible for cellular
differentiation. In a biological context, the Gierer-Meinhardt system
has been used to model such events as head determination in the hydra
and heart formation in axolotl.
This thesis involves a careful numerical and asymptotic analysis of the
Gierer-Meinhardt system in one dimension and a limited analysis of this
system in a multi-dimensional setting. We begin by studying a reduced
model, referred to as the shadow system, which results from simplifying
the Gierer-Meinhardt model in the limit of inhibitor diffusivity tending
to infinity. This reduced model is studied in both one and in several
spatial dimensions. In Section 2 we study the stability and dynamics of
interior spike profiles for this reduced model. We find that any
n-spike profile, with n > 1, is unstable on a fast time scale. Profiles
with a single interior spike are also unstable but on an exponentially
slow time scale. In this case the spike tends towards the closest point
on the boundary. In Section 3 we examine the behaviour of a spike
profile in which the spike is confined to the boundary. This scenario
is studied in the case of a two and a three dimensional domain. It is
found that the spike moves in the direction of increasing boundary
curvature and increasing boundary mean curvature in two and three
dimensions, respectively. Stable spike equilibria correspond to local
maxima of these curvatures. We then study the case of a spike confined
to a flat portion of the boundary in two dimensions. In this case it is
found that the spike moves on an exponentially slow time scale.
The remainder of this thesis examines the full Gierer-Meinhardt system
in a one-dimensional spatial domains. In Section 4 we study the
stability properties of n-spike equilibrium solutions to the full
system. A necessary and sufficient condition is found for the linear
stability of an n-spike solution. In Section 5 we study the dynamics of
spike profiles. We derive a system of ordinary differential equations
which govern the motions of the spikes in one spatial dimension.
Numerical computations of this asymptotic system is compared with
numerical computations of the full system. In Section 6 we study the
effects of precursor gradients. The mathematical result of these
spatial inhomogeneities in the chemical reaction is that some of the
coefficients in the equations are no longer constant in space. We study
the effects of spatially varying activator and inhibitor decay rates as
well as a spatially inhomogeneous activator diffusivity. It is found
that these spatial inhomogeneities can effect both the dynamics and
equilibrium position of the spikes.
|