A macrokinetic model for myeloma cell culture based on stoichiometric balance.
A macrokinetic model for a myeloma cell line is proposed. The model describes the dynamic balances of lactate, alanine, ATP and NADH during the metabolsim of glucose, glutamine and other amino acids. The metabolic pathways mainly include glycolysis, glutaminolysis, the trcicarboxylic acid cycle, the formation and utilization of amino acids, the respiratory chain, cell growth and cell death. The metabolic shift of glucose is especially considered because of a change in the rate of glycolysis. Thus the model functions in three modes to describe the behaviour of the myeloma cell line. On the basis of this model the macrokinetic bioreaction rates such as the specific substrate consumption rate, the specific growth rate, the specific acetyl-CoA formation rate, as well as the specific oxygen uptake rate, are estimated. The specific substrate consumption rate and the specific growth rate are then coupled into a bioreactor model such that the key variables, i.e., the cell density, the substrate and metabolite concentrations, are obtained. Experiments with batch and fed-batch cultures of a myeloma cell line (X63-Ag8.653) were used to validate the model. The prediction of the model was simulated by the rolling prediction approach.
Zhou
Feng
F
Department of Automation, Shanghai Jiao Tong University, 800 Dongchuan Lu, 200240 Shanghai, People's Republic of China. zhou_feng@sjtu.edu.cn
Bi
Jingxiu
J
Zeng
An-ping
AP
Yuan
Jingqi
J
D045744:Cell Line, Tumor; D003198:Computer Simulation; D004734:Energy Metabolism; D006801:Humans; D007700:Kinetics; D008954:Models, Biological; D009097:Multienzyme Complexes / Q000378:metabolism*; D009101:Multiple Myeloma / Q000378:metabolism*; D009363:Neoplasm Proteins / Q000378:metabolism*; D015398:Signal Transduction
D009097:Multienzyme Complexes; D009363:Neoplasm Proteins