| My principal research interests are in applying
mathematics and fluid mechanics to biology, physiology and medical engineering.
In particular, I have modelled the biology and behaviour of individual
micro-organisms and suspensions of micro-organisms. Recently, I have been
extending my research into modelling arterial disease in collaboration
with vascular surgeons at Leeds and Birmingham. I also study plankton population
dynamics and travelling waves in moving media such as the oceans. See below
for more details.
MATHEMATICAL
BIOLOGY
Modelling of Arterial Disease
I
am modelling the early stages of atherosclerosis, specifically intimal
hyperplasia, in which there is a feedback mechanism between the permeability
of the endothelium lining the artery, the absorption of cholesterol, swelling
of the intima in the wall of the artery which pushes the endothelium into
the lumen of the artery, and the shear stress exterted on the wall by the
flow of blood. This work is being carried out in consultation with vascular
surgeons at St. James's University Hospital and physiologists at Imperial
College. The ultimate aim is to predict the effects of proposed treatments
on the progression of the disease. Two PhD students are working on this
project, funded by the EPSRC and the MRC. I am also studying the progression
and rupture of abdominal aortic aneurysms together with colleagues from
vascular surgery both at Leeds and at Good Hope Hospital in Birmingham. One
MRC-funded PhD student is working on this and the work was awarded the
Prize for the Best Poster in the Cardio-Vascular Section at the ASME 2001
Bioengineering Conference. Both projects will lead to a better understanding
of the function and disease processes of the arterial wall and there is
potential for further funding from companies that make vascular grafts
and stents.
Modelling of Control Mechanisms in Micro-Organisms
and Animals
Many micro-organisms are motile and actively seek optimum environments,
for example bacteria swim up and down chemical gradients (chemotaxis) and
the ciliate Tetrahymena swims vertically upwards (negative gravitaxis).
I have worked on simple models for the important control mechanism of phototaxis
(responses towards light) which enables swimming algal cells to find the
best
habitat for photosynthesis. A model based on the shading of the cell's
photoreceptor which periodically scans its environment as the whole cell
rotates when swimming along was developed to explain experiments on responses
to multiple sources of light (Hill & Vincent 1993). Recently, I have
extended this work to include on responses to polarised light (Hill &
Plumpton 2000). I have also carried out experimental and theoretical work
on the measurement and analysis of trajectories of swimming cells which
has lead to new techniques for assessing cell motility (Hill & Häder
1997). I am investigating the use of stochastic differential equations
and random walks to better describe the average motion and dispersion of
populations of swimming cells. In collaboration with Prof. Alan Roberts
(Biology, Bristol), I have explained how immature tadpoles without a fully-developed
inner ear control complicated escape manoeuvres using passive mechanical
torques. These are all fundamental problems in biology and important in
their own right, but they may find future application in the control of
microscopic robots made possible by developments in nanotechnology.
Pattern Formation by Oceanic Plankton
The
modelling of plankton blooms in the Atlantic and Pacific Oceans as an excitable
system has been pioneered by the research group in biomathematics at Leeds.
I have collaborated with colleagues in Applied Mathematics and Physiology
at Leeds to study the effects of the relative motion of the excitable medium
on wave propagation as a model for the effects of ocean currents on the
blooms (Biktashev et al. 1998). A PhD student and I are now modelling the
effects of microzooplankton in a three-component model for oceanic blooms.
The microzooplankton are thought by ecologists to play an important role
in controlling blooms because they reproduce at a similar rate to the phytoplankton
on which they forage. Understanding the blooms and the factors that control
them is of great environmental and economic importance because the plankton
are at the bottom of the oceanic food chain.
BIOLOGICAL
FLUID DYNAMICS
Bioconvection
Suspensions of swimming micro-organisms spontaneously form patterns associated
with up- and down-welling of the fluid. I have helped to elucidate the
physical and biological mechanisms in this paradigm for biological complexity
by developing mathematical models and analysing them using a variety of
linear, nonlinear and computational techniques. A current interest is the
development of statistical methods for the quantitative description of
the patterns which promise to have a wide range of applications.
Fluid Mechanics of Suspensions
Previously I have worked on dispersion in sedimenting colloidal suspensions
(Davis & Hill 1992) and a research project is available for a PhD student
to work on pairwise hydrodynamic interactions between small particles in
a chamber rotating about a horizontal axis. This is expected to lead to
an interesting dynamical system and it has application in chemical engineering
and to experiments on the reorientation of swimming micro-organisms (Kessler
et al. 1998).
|