Development of a Mathematical Model for Evaluating the Dynamics of Normal and Apoptotic Chinese Hamster Ovary Cells

被引:36
作者
Naderi, Saeideh [1 ]
Meshram, Mukesh [1 ]
Wei, Catherine [2 ]
McConkey, Brendan [2 ]
Ingalls, Brian [3 ]
Budman, Hector [1 ]
Scharer, Jeno [1 ]
机构
[1] Univ Waterloo, Dept Chem Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Waterloo, Dept Biol, Waterloo, ON N2L 3G1, Canada
[3] Univ Waterloo, Dept Appl Math, Waterloo, ON N2L 3G1, Canada
关键词
CHO; metabolic flux analysis; apoptosis; mathematical modeling; logistic equation; MONOCLONAL-ANTIBODY; HYBRIDOMA CELLS; CULTURE; GROWTH; BATCH; METABOLISM; STRATEGIES; GLUTAMINE; DESIGN;
D O I
10.1002/btpr.647
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
A metabolic flux based methodology was developed for modeling the metabolism of a Chinese hamster ovary cell line. The elimination of insignificant fluxes resulted in a simplified metabolic network which was the basis for modeling the significant metabolites. Employing kinetic rate expressions for growing and non-growing subpopulations, a logistic model was developed for cell growth and dynamic models were formulated to describe culture composition and monoclonal antibody (MAb) secretion. The model was validated for a range of nutrient concentrations. Good agreement was obtained between model predictions and experimental data. The ultimate goal of this study is to establish a comprehensive dynamic model which may be used for model-based optimization of the cell culture for MAb production in both batch and fed-batch systems. (C) 2011 American Institute of Chemical Engineers Biotechnol. Prog., 27: 1197-1205, 2011
引用
收藏
页码:1197 / 1205
页数:9
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