40 research outputs found
Physiologically structured populations with diffusion and dynamic boundary conditions
We consider a linear size-structured population model with diffusion in the
size-space. Individuals are recruited into the population at arbitrary sizes.
The model is equipped with generalized Wentzell-Robin (or dynamic) boundary
conditions. This allows modelling of "adhesion" at extremely small or large
sizes. We establish existence and positivity of solutions by showing that
solutions are governed by a positive quasicontractive semigroup of linear
operators on the biologically relevant state space. This is carried out via
establishing dissipativity of a suitably perturbed semigroup generator. We also
show that solutions of the model exhibit balanced exponential growth, that is
our model admits a finite dimensional global attractor. In case of strictly
positive fertility we are able to establish that solutions in fact exhibit
asynchronous exponential growth
Steady states in hierarchical structured populations with distributed states at birth
We investigate steady states of a quasilinear first order hyperbolic partial
integro-differential equation. The model describes the evolution of a
hierarchical structured population with distributed states at birth.
Hierarchical size-structured models describe the dynamics of populations when
individuals experience size-specific environment. This is the case for example
in a population where individuals exhibit cannibalistic behavior and the chance
to become prey (or to attack) depends on the individual's size. The other
distinctive feature of the model is that individuals are recruited into the
population at arbitrary size. This amounts to an infinite rank integral
operator describing the recruitment process. First we establish conditions for
the existence of a positive steady state of the model. Our method uses a fixed
point result of nonlinear maps in conical shells of Banach spaces. Then we
study stability properties of steady states for the special case of a separable
growth rate using results from the theory of positive operators on Banach
lattices.Comment: to appear in Discrete and Continuous Dynamical Systems - Series
A continuous model for microtubule dynamics with catastrophe, rescue and nucleation processes
Microtubules are a major component of the cytoskeleton distinguished by
highly dynamic behavior both in vitro and in vivo. We propose a general
mathematical model that accounts for the growth, catastrophe, rescue and
nucleation processes in the polymerization of microtubules from tubulin dimers.
Our model is an extension of various mathematical models developed earlier
formulated in order to capture and unify the various aspects of tubulin
polymerization including the dynamic instability, growth of microtubules to
saturation, time-localized periods of nucleation and depolymerization as well
as synchronized oscillations exhibited by microtubules under various
experimental conditions. Our model, while attempting to use a minimal number of
adjustable parameters, covers a broad range of behaviors and has predictive
features discussed in the paper. We have analyzed the resultant behaviors of
the microtubules changing each of the parameter values at a time and observing
the emergence of various dynamical regimes.Comment: 25 pages, 12 figure
Semigroup analysis of structured parasite populations
Motivated by structured parasite populations in aquaculture we consider a
class of size-structured population models, where individuals may be recruited
into the population with distributed states at birth. The mathematical model
which describes the evolution of such a population is a first-order nonlinear
partial integro-differential equation of hyperbolic type. First, we use
positive perturbation arguments and utilise results from the spectral theory of
semigroups to establish conditions for the existence of a positive equilibrium
solution of our model. Then, we formulate conditions that guarantee that the
linearised system is governed by a positive quasicontraction semigroup on the
biologically relevant state space. We also show that the governing linear
semigroup is eventually compact, hence growth properties of the semigroup are
determined by the spectrum of its generator. In the case of a separable
fertility function, we deduce a characteristic equation, and investigate the
stability of equilibrium solutions in the general case using positive
perturbation arguments.Comment: to appear in Mathematical Modelling of Natural Phenomen
The contribution of age structure to cell population responses to targeted therapeutics
Cells grown in culture act as a model system for analyzing the effects of
anticancer compounds, which may affect cell behavior in a cell cycle
position-dependent manner. Cell synchronization techniques have been generally
employed to minimize the variation in cell cycle position. However,
synchronization techniques are cumbersome and imprecise and the agents used to
synchronize the cells potentially have other unknown effects on the cells. An
alternative approach is to determine the age structure in the population and
account for the cell cycle positional effects post hoc. Here we provide a
formalism to use quantifiable age distributions from live cell microscopy
experiments to parameterize an age-structured model of cell population
response
Protein Localization with Flexible DNA or RNA
Localization of activity is ubiquitous in life, and also within sub-cellular compartments. Localization provides potential advantages as different proteins involved in the same cellular process may supplement each other on a fast timescale. It might also prevent proteins from being active in other regions of the cell. However localization is at odds with the spreading of unbound molecules by diffusion. We model the cost and gain for specific enzyme activity using localization strategies based on binding to sites of intermediate specificity. While such bindings in themselves decrease the activity of the protein on its target site, they may increase protein activity if stochastic motion allows the acting protein to touch both the intermediate binding site and the specific site simultaneously. We discuss this strategy in view of recent suggestions on long non-coding RNA as a facilitator of localized activity of chromatin modifiers
The role of Allee effect in modelling post resection recurrence of glioblastoma
Resection of the bulk of a tumour often cannot eliminate all cancer cells, due to their infiltration into the surrounding healthy tissue. This may lead to recurrence of the tumour at a later time. We use a reaction-diffusion equation based model of tumour growth to investigate how the invasion front is delayed by resection, and how this depends on the density and behaviour of the remaining cancer cells. We show that the delay time is highly sensitive to qualitative details of the proliferation dynamics of the cancer cell population. The typically assumed logistic type proliferation leads to unrealistic results, predicting immediate recurrence. We find that in glioblastoma cell cultures the cell proliferation rate is an increasing function of the density at small cell densities. Our analysis suggests that cooperative behaviour of cancer cells, analogous to the Allee effect in ecology, can play a critical role in determining the time until tumour recurrence