Systems biotechnology of animal cells: the road to prediction

被引:33
作者
Carinhas, Nuno [1 ,2 ]
Oliveira, Rui [3 ]
Alves, Paula Marques [1 ,2 ]
Carrondo, Manuel J. T. [1 ,2 ]
Teixeira, Ana P. [1 ,2 ]
机构
[1] Univ Nova Lisboa, Inst Tecnol Quim & Biol, P-2780901 Oeiras, Portugal
[2] Inst Biol Expt & Tecnol, P-2780901 Oeiras, Portugal
[3] Univ Nova Lisboa, Fac Ciencias & Tecnol, Dept Quim, Syst Biol & Engn Grp SBE,REQUIMTE, P-2829516 Caparica, Portugal
关键词
systems biotechnology; mathematical modeling; computational prediction; animal cell culture; recombinant protein; bioprocess improvement; METABOLIC-FLUX ANALYSIS; MONOCLONAL-ANTIBODY PRODUCTION; C-13 LABELING EXPERIMENTS; LOW CULTURE TEMPERATURE; HAMSTER OVARY CELLS; CHO-CELLS; QUANTITATIVE-ANALYSIS; MASS-SPECTROMETRY; ENZYME-ACTIVITIES; MAMMALIAN-CELLS;
D O I
10.1016/j.tibtech.2012.03.004
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 central concern of biopharmaceutical R&D is the production of sufficient quantities of recombinant products from manufacturing processes based on animal cell culture. The way in which bioprocess researchers have addressed this question experienced a tremendous shift over the years, progressing from almost empirical to more rational approaches. A step further is the application of systems biotechnology: recent technological advances for large-scale cell state characterization and creative methods for host cell modeling are becoming crucial for next-generation bioprocess optimization. Here we provide an overview of the main trends towards this goal, with a focus on metabolic models as central scaffolds for data integration and prediction of bioprocess outcomes.
引用
收藏
页码:377 / 385
页数:9
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