The role of extracellular matrix in glioma invasion: a cellular Potts model approach.
In this work, a cellular Potts model based on the differential adhesion hypothesis is employed to analyze the relative importance of select cell-cell and cell-extracellular matrix (ECM) contacts in glioma invasion. To perform these simulations, three types of cells and two ECM components are included. The inclusion of explicit ECM with an inhomogeneous fibrous component and a homogeneously dispersed afibrous component allows exploration of the importance of relative energies of cell-cell and cell-ECM contacts in a variety of environments relevant to in vitro and in vivo experimental investigations of glioma invasion. Simulations performed here focus chiefly on reproducing findings of in vitro experiments on glioma spheroids embedded in collagen I gels. For a given range and set ordering of energies associated with key cell-cell and cell-ECM interactions, our model qualitatively reproduces the dispersed glioma invasion patterns found for most glioma cell lines embedded as spheroids in collagen I gels of moderate concentration. In our model, we find that invasion is maximized at intermediate collagen concentrations, as occurs experimentally. This effect is seen more strongly in model gels composed of short collagen fibers than in those composed of long fibers, which retain significant connectivity even at low density. Additional simulations in aligned model matrices further elucidate how matrix structure dictates invasive patterns. Finally, simulations that allow invading cells to both dissolve and deposit ECM components demonstrate how Q-Potts models may be elaborated to allow active cell alteration of their surroundings. The model employed here provides a quantitative framework with which to bound the relative values of cell-cell and cell-ECM interactions and investigate how varying the magnitude and type of these interactions, as well as ECM structure, could potentially curtail glioma invasion.
Department of Chemistry, Columbia University, New York, New York 10027, USA.
Brenda M
BM
Rubenstein
Laura J
LJ
Kaufman
D002448:Cell Adhesion; D002452:Cell Count; D049109:Cell Proliferation; D003094:Collagen / Q000378:metabolism; D004548:Elasticity; D005109:Extracellular Matrix / Q000378:metabolism*; D005910:Glioma / Q000378:metabolism / Q000473:pathology*; D020782:Matrix Metalloproteinases / Q000378:metabolism; D008954:Models, Biological; D009361:Neoplasm Invasiveness; D015203:Reproducibility of Results; D013696:Temperature
D003094:Collagen; D020782:Matrix Metalloproteinases