Aghamohseni Hengameh, Spearman Maureen, Ohadi Kaveh, Braasch Katrin, Moo-Young Murray, Butler Michael, Budman Hector M
Faculty of Engineering, Chemical Engineering Department, University of Waterloo, E6 Building, Room 3012, 200 University Avenue West, Waterloo, ON, N2L 3G1, Canada.
Microbiology Department, University of Manitoba, Winnipeg, MB, Canada.
J Ind Microbiol Biotechnol. 2017 Jul;44(7):1005-1020. doi: 10.1007/s10295-017-1926-z. Epub 2017 Mar 11.
The impact of cell culture environment on the glycan distribution of a monoclonal antibody (mAb) has been investigated through a combination of experiments and modeling. A newly developed CHO DUXB cell line was cultivated at two levels of initial Glutamine (Gln) concentrations (0, 4 mM) and incubation temperatures of (33 and 37 °C) in batch operation mode. Hypothermia was applied either through the entire culture duration or only during the post-exponential phase. Beyond reducing cell growth and increasing productivity, hypothermia significantly altered the galactosylation index profiles as compared to control conditions. A novel semi-empirical dynamic model was proposed for elucidating the connections between the extracellular cell culture conditions to galactosylation index. The developed model is based on a simplified balance of nucleotides sugars and on the correlation between sugars' levels to the galactosylation index (GI). The model predictions were found to be in a good agreement with the experimental data. The proposed empirical model is expected to be useful for controlling the glycoprofiles by manipulating culture conditions.
通过实验和建模相结合的方式,研究了细胞培养环境对单克隆抗体(mAb)聚糖分布的影响。在分批操作模式下,将新开发的CHO DUXB细胞系在两种初始谷氨酰胺(Gln)浓度水平(0、4 mM)和两种培养温度(33和37°C)下进行培养。低温处理要么贯穿整个培养过程,要么仅在指数生长期后阶段进行。与对照条件相比,低温处理除了会降低细胞生长并提高生产率外,还会显著改变半乳糖基化指数谱。提出了一种新颖的半经验动态模型,以阐明细胞外培养条件与半乳糖基化指数之间的联系。所开发的模型基于核苷酸糖的简化平衡以及糖水平与半乳糖基化指数(GI)之间的相关性。发现模型预测结果与实验数据吻合良好。预计所提出的经验模型将有助于通过控制培养条件来调控糖蛋白谱。