J. Palmari et al., TOPOGRAPHICAL ANALYSIS OF SPATIAL PATTERNS GENERATED BY A CELLULAR-AUTOMATON MODEL OF THE PROLIFERATION OF A CANCER CELL-LINE IN-VITRO, Analytical cellular pathology, 14(2), 1997, pp. 75-86
A well-suited model to simulate cellular population dynamics is the tw
o-dimensional cellular automaton model, which consists of a lattice of
sites, the value a(i,j) of each site being updated in discrete time s
teps according to an identical deterministic rule depending on a neigh
bourhood of sites around it. A cellular automaton is described which m
imics cell population proliferation by replacing the site values by th
e age and the cycle phase of cells. The model takes into account the s
ize of the cells. It is used to simulate the proliferation of the huma
n breast cancer cell line MCF-7 and the results of the simulation are
compared with experimental data obtained from a light microscopic imag
e analysis of the proliferation process. The initial configuration of
the cellular automaton is obtained from the discretization of the resu
lts of the initial stage of the image processing. After each day of pr
oliferation the pattern obtained from the simulation is compared to th
e experimental result of the corresponding image analysis. The compari
son is made from a topographical point of view through the concept of
the minimal spanning tree graph. The agreement between experiment and
model is a good starting point to complex models such as cell prolifer
ation under growth effecters or drugs.