Dynamic model of CHO cell metabolism

被引:145
作者
Nolan, Ryan P. [1 ,2 ]
Lee, Kyongbum [1 ]
机构
[1] Tufts Univ, Dept Chem & Biol Engn, Medford, MA 02155 USA
[2] Pfizer, Culture Proc Dev, Andover, MA 01810 USA
基金
美国国家科学基金会;
关键词
Dynamic simulation; Fed-batch; Metabolic shift; Lactate metabolism; Redox metabolism; HAMSTER OVARY CELLS; OXYGEN-UPTAKE RATE; FLUX ANALYSIS; ANTIBODY-PRODUCTION; ESCHERICHIA-COLI; PRODUCTION KINETICS; CONTINUOUS-CULTURE; PERFUSION CULTURE; HYBRIDOMA CELLS; MASS BALANCES;
D O I
10.1016/j.ymben.2010.09.003
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
Fed-batch cultures are extensively used for the production of therapeutic proteins. However, process optimization is hampered by lack of quantitative models of mammalian cellular metabolism in these cultures. This paper presents a new kinetic model of CHO cell metabolism and a novel framework for simulating the dynamics of metabolic and biosynthetic pathways of these cells grown in fed-batch culture. The model defines a subset of the intracellular reactions with kinetic rate expressions based on extracellular metabolite concentrations and temperature- and redox-dependent regulatory variables. The simulation uses the rate expressions to calculate pseudo-steady state flux distributions and extracellular metabolite concentrations at discrete time points. Experimental data collected in this study for several different CHO cell fed-batch cultures are used to derive the rate expressions, fit the parameters, and validate the model. The simulations accurately predicted the effects of process variables, including temperature shift, seed density, specific productivity, and nutrient concentrations. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:108 / 124
页数:17
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