Videos and presentation materials from other INI events are also available.
Event  When  Speaker  Title 

ICBW04 
10th December 2001 10:00 to 11:00 
Appropriate macroscopic behaviour of the immune system, from distributed microscopic feedback
Arguments are given for the tenet that the immune system can usefully be regarded as having short term goals  which typically overlap and are often contradictory. Diverse sensors can measure how far the system is from its various goals. Simple models illustrate how distributed feedbacks based on sensory information can (i) harmonize conflicting goals, (ii) improve the performance of a given type of effector cell, (iii) cause the preferential amplification of more potent effectors.


ICBW04 
10th December 2001 11:30 to 12:30 
Treatment strategies against immunosuppressive diseases  
ICBW04 
10th December 2001 14:30 to 15:30 
S Bonhoeffer 
The times' tables of viral resistance
Simple population biological models have been instrumental in uncovering the highly dynamic nature of HIV replication in infected patients. These models can be extended to study the dynamics of the evolution of drug resistance in treated individuals. In my talk I will first give an introduction into the basics of these models. I will then discuss some
general properties of virus resistance models and put them into the context of relevant biological data. I will apply quasispecies theory to virus dynamical models to investigate the mutationselection process and its consequences for viral diversity before and during therapy. Finally I will discuss how fitness differences between competing viral variants
can be estimated reliably from experimental data.

ICBW04 
10th December 2001 16:00 to 17:00 
RN Antia 
Modeling CD8 Memory
The generation and maintenance of immunological memory is a central problem in immunology. In this talk we address the following aspects of this problem focusing on CD8 responses.
1. Generation of memory: Recent experimental results show that brief stimulation with antigen is sufficient to cause antigenspecific CD8 cells to undergo sustained proliferation followed by differentiation into memory cells. We use simple mathematical models determine the characteristics of both the antigendependent and the antigenindependent components of the response in order that they are consistent with existing data on the dynamics of CD8 responses. 2. The memory phase: We use simple models to show how the longevity of immune memory depends critically on the mechanism for maintenance of homeostasis of CD8 cell populations. We We examine the dynamics of protection following restimulation with pathogens. Specifically we determine the regulation of secondary responses and the conditions under which memory is sufficient to give rise to protection. 
ICBW04 
11th December 2001 09:00 to 10:00 
A Hastings 
The dependence of the design of marine reserve networks on dispersal behaviour
I will describe how the design of marine reserve networks depends on different descriptions of dispersal, focussing on designs based on fishing concerns and on sustatinability. The mathematical tools will be developed from integrodifference equations, and the sensivity and robustness of results to changes in the underlying assumptions will be emphasized.

ICBW04 
11th December 2001 10:00 to 11:00 
HCJ Godfray  Agestructured models of insect naturalenemy interactions 
ICBW04 
11th December 2001 11:30 to 12:30 
MA Lewis 
Territorial pattern formation through scent marking
Social carnivores, such as wolves and coyotes, have distinct and welldefined home ranges. During the formation of these home ranges scent marks provide important cues
regarding the use of space by familiar and foreign packs. In this talk I will propose a mechanism for territorial pattern formation through interactions with familiar scent
marks. Rules for the behavior of individuals are translated to a partial differential equation (PDE) model. Analysis of this PDE model, through use application an `energy method',
shows the formation of distinct territories with abrupt edges. Connections will be made to earlier ecological models for aggregating populations (eg. Turchin 1989, Journal of
Animal Ecology (58): 75100).

ICBW04 
11th December 2001 14:30 to 15:30 
Masting of forest trees  intermittent and synchronised
1. Many trees in mature forests, including beaches and oaks, show intermittent reproduction (masting). Intensive flowering and seed production occur only once in several years, often synchronized over a long distance. The reserve of a tree is affected by the flowering activity of other individuals in the same forest because successful fruit production
requires pollen produced by other individuals. We study a coupled map model for the dynamics of energy reserve of individuals: a single tree grows in each site of a 2dimensional finite lattice.
2. Without pollen limitation, trees in the forest show independent chaotic fluctuation. Coupling of trees via pollen exchange results in reproduction being synchronized partially or completely over the forest. When the coupling is global, we find perfectly synchronized periodic reproduction, synchronized reproduction with a chaotic time series, clustering phenomena, and chaotic reproduction of trees without synchronization over individuals. There are many parameter windows in which synchronized reproduction of trees show a stable periodic fluctuation. For perfectly synchronized forests, we can calculate all the Lyapunov exponents analytically. They shows that synchronized reproduction of trees can occur only if trees flower at low (but positive) levels in a significant fraction of years, resulting in small fruit sets due to the shortage of outcross pollen. 3. Next, we study a coupled map lattice in which the pollen availability for a tree is the average flowering intensity within its local neighborhood. Analysis of dynamic spatial covariance shows that strong synchronization of tree reproduction can develop over the whole forest that may be orders of magnitude larger than the distance of direct pollen exchange between trees. The fluctuation is close to a cycle of period 2. In addition, nonuniform spatial patterns are generated, but the enhanced spatial covariance caused by the spatial heterogeneity is restricted to a short range, only a few times larger than the spatial range of direct interaction. When pollen exchange occurs beyond the nearest neighbors, the local spatial pattern becomes proportionalily larger but the condition for synchronization of the whole forest and its magnitude are the same as the case with the nearest neighbor pollen exchange. When a fraction of seeds are sired by globally dispersed pollen and the rest are by local pollen, the longrange synchronization can occur for a wide parameter region, and trees may engage in a fluctuation with masting interval longer than 2. 

ICBW04 
12th December 2001 10:00 to 11:00 
Extensive MHC polymorphism requires frequencydependent selection by coevolving pathogens
There are ample examples of pathogens adapting towards evasion of immune responses. A wellknown example commonly thought to reflect adaptation of hosts to pathogens is the polymorphism of major histocompatibility (MHC) molecules. MHC molecules play a key role in cellular immune responses. The population diversity of MHC molecules is extremely large: for some MHC loci, over one hundred different alleles have been identified. The mechanisms behind the selection for MHC polymorphism have been debated for over three decades. A commonly held view is that MHC polymorphism is due to selection favoring
heterozygosity. It has been argued that selection for heterozygosity alone cannot explain the large MHC diversity observed in nature, and that ``frequencydependent selection'' is required. We simulation evolution by developing a genetic algorithm in which hosts and
pathogens coevolve. The analysis demonstrates that selection involving rapid evolution of pathogens can account for a much larger MHC diversity than selection for heterozygosity alone can.


ICBW04 
12th December 2001 11:30 to 12:30 
Genetic, dynamic and functional definition of the efficency of the antiviral T cell response
In infection with the human T cell leukaemia virus (HTLVI), there is a powerful T cell immune response to one of the viral proteins, called Tax. We have obtained evidence that the strength of this immune response determines the "set point" of HTLVI load in the blood, which can vary between HTLVIinfected people by more than 1000 times, but is constant in each infected person over time. Our evidence is derived from experimental
data on genetic variation in the host and in HTLVI, cellular immunology, and DNA expression microarrays. We have used dynamical approaches a) to reconcile the evidence of persistent HTLVI replication with the observed conservation of HTLVI sequence; b) to suggest a reason for the apparent threshold in HTLVI load above which many people develop chronic inflammatory diseases; c) to explain the observed variation between
individuals in the frequency of antiHTLVI T cells, and d) to test the consequences of HTLVIinduced T cell death on the control of HTLVI replication. The aims of this work are to define the concept of antiviral "T cell efficiency" in genetic, dynamical and functional terms, and to test experimentally whether this "efficiency" determines the outcome of HTLVI infection.


ICBW04 
12th December 2001 14:30 to 15:30 
Word frequency distribution under the restriction avoidance
Restriction enzymes of bacteria cut the unmodified recognition sites of DNA, thereby protect bacteria from the infection by phage. This imposes a strong selective pressure on the phage genome sequences. For example, the Bacillus phage phi1 genome has much fewer restriction sequences of Bacillus restriction enzymes than their random expectations. To answer the evolution of phage genome under the selection by bacteria restriction enzymes, a simple model for the evolution of binary or nucleotide sequences is proposed. The model shows that not only the frequency of the restricted sequence itself in the genome, but also that of the other subsequences (words) will be largely deviated from the random expectations. The pattern of word frequency distribution sensitively depends on the type of restricted sequence. If the restricted sequence is of the singlet repeat type (e.g. 000), the frequency of a 3letter word is largely explained by its Hamming distance from the restricted sequence  the farther is the Hamming distance of the word from the restriction sequence, the more is its abundance. However, quite unexpected word frequency distribution arises if the restricted sequence is of the other type (e.g. 001 or 010). The abundance of words is largely influenced by the vulnerability to restriction of partially overlapped adjacent words. For example, when 001 is the restriction sequence, both 000 and 100 become quite rare, whose frequencies approach to 0 as the genome size increases; whereas 101, which is only onestep distant from the restricted word, becomes quite common. A new theoretical framework is proposed to explain such peculiar distribution of words under restriction avoidance, which enable us to count the exact word frequency of any word in the 'feasible' sequences. A sequence is called feasible here if it contains no restriction site in any position (i.e. the feasible sequences are that survive under a strong selection). The fraction of feasible sequences in all random sequences exponentially decays towards zero as the genome size increases (e.g. if the restriction sequence is 001, the number of feasible sequences in all binary sequences of length n equals the (n+3)rd term of Fibonatti series minus 1, which gives the fraction of feasible sequences decaying with n as (0.81)^n). In the light of these results, I discuss the optimal recognition sequence of restriction enzyme to fight against phage, and the mutation and substitution loads and the fitness landscape of phage subject to such selection pressure imposed by a restriction enzyme.


ICBW04 
12th December 2001 16:00 to 17:00 
Inequalitites during life and death of T cells
T cell selection during an immune response is being increasing observed with modern techniques, eg the (specific) T cell receptor (TCR) chain useage and its diversity alters throughout an immune response, and TCR avidity for the agonist ligands undergoes distinct focusing from a primary to secondary response. We explore physiologically structured models of T cell growth and T cell death to explain these observations. We demonstrate that significant selection of T cells can occur through heterogeneous expression of cytokine receptors and competition for growth/survival cytokines.


ICBW04 
13th December 2001 09:00 to 10:00 
Epidemics at different spatial scales, from social behaviour to community dynamics  
ICBW04 
13th December 2001 10:00 to 11:00 
The roles of chance and spatial structure within host evolution of HIV
The way in which HIV evolves varies greatly between different infected hosts. I will discuss the role of deterministic factors, such as the viral genotype and the strength of immune responses, and stochastic factors in generating this variation. In particular, I will consider the processes of genetic drift, stochastic fluctuations in gene frequencies due to finite population size, and genetic draft, stochastic fluctuations in gene frequencies due to linkage to positively selected mutations. The bulk of viral replication occurs in highly spatially structured lymphoid tissues. I will discuss the impact of spatial structure on genetic drift and draft.


ICBW04 
13th December 2001 11:30 to 12:30 
Waves and sparks in the spatiotemporal dynamics of microparasitic infections  
ICBW04 
13th December 2001 15:00 to 15:30 
Presentation on funding opportunities  
ICBW04 
13th December 2001 16:00 to 17:00 
Optimising the effectiveness of T cell activation
We will discuss the role of negative selection, MHC and presentation selectivity in optimising the effectiveness of T cell activation. We will show how this leads to MHC restriction and specific presentation strategies as well as upper and lower bounds on the number of MHC isoforms. We will also discuss the relation between negative selection and the need for peripheral tolerance mechanisms by analysing the effectiveness of negative selection as a function of the statistical structure of antigen presentation in terms of ubiquity and presentation propensity.


ICBW04 
14th December 2001 09:00 to 10:00 
S Ruan 
Multiple parameter bifurcations in ecological and epidemiological models
I will show that many biological systems such as predatorprey models with harvesting, SIRS epidemiological models with nonlinear incidence rate, epidemiological models with constant removal rate of the infectives, predatorprey models with nonmonotonic functional response, predatorprey models with nonlinear mortality rate, etc. exhibit
codimension two bifurcations which include Hopf, saddlenode, and homoclinic bifurcations. Examples of codimension three bifurcations will also be given.

ICBW04 
14th December 2001 10:00 to 11:00 
M Pascual 
Modified meanfield models and selforganisation in spatial systems for antagonistic interactions
A simple modification of the meanfield equations provides an accurate approximation of the macroscopic dynamics of predator and prey densities in an individualbased model that is both stochastic and nonlinear. This approach modifies the parameters but preserves the functional forms of the meanfield equations in spite of the elaborate spatial patterns present in the system. The spatial patterns reduce the percapita rates of predation and
prey growth but do so in a way that is both simple and specific. In particular, these rates become those one would expect in a wellmixed system but with a smaller `effective neighborhood' of interaction. A connection is described between the proposed modified meanfield equations and the geometry of the system. The cluster geometry is characterized by powerlaw scalings that appear robust to changes in the parameters and in the microscopic rules specifying growth and inhibition. Implications for models of macroscopic dynamics when microscopic behaviour is not well known are discussed.

ICBW04 
14th December 2001 11:30 to 12:30 
Discussion and Closing remarks 