CARADI cancer irradiation project
The interdisciplinary CARADI research project aims at modeling tumor dynamics under the action of irradiation and response of the immune system and includes microscopic mechanisms of biomolecule damage induced by ionic radiation.
Scientists of different research fields at FIAS who are involved include W. Greiner , I. Mishustin, A. Solovyov, and the Systems Immunology Group of M. Meyer-Hermann.
This preliminary information focuses on the cancer modelling part of the
CARADI-project. The complete project description will be available soon.
Agent-based simulation of Multicellular Tumour Spheroids
Cancer is believed to develop from a single transformed cell
belonging to the organism itself. Such a cell acquires different
properties that allow it to proliferate arbitrarily often, thus
circumventing for example the Hayflick limit dictated by telomer
shortening. A malignant cell also develops strategies to
avoid the attack of the immune system. For example the process
of induced cell death is inhibited in tumour cells. They may
reduce the presentation of markers on their surface, thus
becoming invisible to the immune agents.
The cells in a growing tumour have to be fed by
nutrients like
glucose and oxygen. The nutrients are provided by the neighbouring
blood vessels and reach the cells internal to the tumour by
diffusion. However, when overcoming a specific size, diffusion
turns to become insufficient to keep the tumour cells living
or even proliferating. The inner cells starve and die by
necrosis. This gives rise to a necrotic core as observed
in larger tumours before vascularisation. Vascularisation
of the tumour, i.e. the development of new blood vessels
that supply the tumour with nutrients, is a necessary
prerequisite for the further development of the tumour.
Figure 1:
An agent-based
simulation of the initial stage of an avascular tumour spheroid sourrounded by healthy tissue. Pov-ray rendering of the tumour in frontal view (left) and a cross section through the tumour middle (right). (by Harald Kempf)
We aim at modelling the dynamical development of
tumours
in dependence on their tissue environment starting from the
first malignant cell to the vascularised stage. This shall
provide insight into the pathogenesis of cancer and allow
to get knowledge of various mechanisms involved in the
different steps of cancer development. Another hardly
touched field of research is the emergence of metastasis,
which involves several unknown parameters and is therefore
challenging to be understood with theoretical methods.
Important publications concerning the project:
- Meyer-Hermann, Michael E., 2007:
Are T cells at the origin of B cell lymphomas?
J. Theor. Biol.
244, 656-669
pdf
- Schaller, G., Meyer-Hermann, M.,
2007:
Epidermal homeostasis control in an off-lattice agent-based model.
J. Theor. Biol.
247, 554-573
- Schaller, G. and Meyer-Hermann, M., 2006:
Continuum versus discrete model: a comparison for multicellular tumour
spheroids.
Phil. Trans. Roy.
Soc. A 364, 1443-1464
- Schaller, G., Meyer-Hermann, M., 2005:
Multicellular tumor spheroid in an off-lattice Voronoi/Delaunay cell
model.
Phys. Rev. E
71,
051910-1-16.
pdf
For further information please contact
Michael
Meyer-Hermann
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