A quantitative cellular automaton model of in vitro multicellular spheroid tumour growth.
We report numerical results from a 2D cellular automaton (CA) model describing the dynamics of the in vitro cultivated multicellular spheroid obtained from EMT6/Ro (mammary carcinoma) cell line. Significantly, the CA model relaxes the often assumed one-to-one correspondence between cells and CA sites so as to correctly model the peripheral mitotic boundary region, and to enable the study of necrosis in large avascular tumours. By full calibration and scaling to available experimental data, the model produces with good accuracy experimentally comparable data on a range of bulk tumour kinetics and necrosis measures. Our main finding is that the metabolic production of H(+) ions is not sufficient to cause central necrosis prior to the sub-viable nutrient-deficient stage of tumour development being reached. Thus, the model suggests that an additional process is required to explain the experimentally observable onset of necrosis prior to the non-viable nutrient-deficient point being reached.
Piotrowska
Monika Joanna
MJ
University of Warsaw, Department of Mathematics Informatics and Mechanics, Institute of Applied Mathematics and Mechanics, Banacha 2, 02-097 Warsaw, Poland. monika@mimuw.edu.pl
Angus
Simon D
SD
D002138:Calibration; D002452:Cell Count; D049109:Cell Proliferation; D019295:Computational Biology; D003198:Computer Simulation; D005260:Female; D005947:Glucose / Q000378:metabolism; D006801:Humans; D006859:Hydrogen / Q000378:metabolism; D007477:Ions; D008325:Mammary Neoplasms, Experimental / Q000378:metabolism / Q000473:pathology*; D008954:Models, Biological; D009336:Necrosis; D018874:Spheroids, Cellular / Q000473:pathology*
D007477:Ions; D006859:Hydrogen; D005947:Glucose