An omics approach to rational feed Enhancing growth in CHO cultures with NMR metabolomics and 2D-DIGE proteomics

被引:17
作者
Blondeel, Eric J. M. [1 ]
Ho, Raymond [2 ]
Schulze, Steffen [1 ,3 ]
Sokolenko, Stanislav [1 ]
Guillemette, Simon R. [1 ]
Slivac, Igor [4 ]
Durocher, Yves [4 ]
Guillemette, J. Guy [5 ]
McConkey, Brendan J. [2 ]
Chang, David [6 ]
Aucoin, Marc G. [1 ]
机构
[1] Univ Waterloo, Waterloo Inst Nanotechnol, Dept Chem Engn, Waterloo, ON, Canada
[2] Univ Waterloo, Dept Biol, Waterloo, ON, Canada
[3] Univ Appl Sci Biberach, Inst Appl Biotechnol, Biberach, Germany
[4] Natl Res Council Canada, Biotechnol Res Inst, Montreal, PQ, Canada
[5] Univ Waterloo, Dept Chem, Waterloo, ON, Canada
[6] Chenomx Inc, Edmonton, AB, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
CHO cells; 2D-DIGE; Proteomics; NMR; Metabolomics; LACTATE METABOLISM SHIFT; HAMSTER OVARY CELLS; SERUM-FREE MEDIUM; LARGE GENE LISTS; RECOMBINANT ANTIBODY; PROTEIN-PRODUCTION; FLUX ANALYSIS; PRODUCTIVITY; DESIGN; SUPPLEMENTATION;
D O I
10.1016/j.jbiotec.2016.07.027
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
Expression of recombinant proteins exerts stress on cell culture systems, affecting the expression of endogenous proteins, and contributing to the depletion of nutrients and accumulation of waste metabolites. In this work, 2D-DIGE proteomics was employed to analyze differential expression of proteins following stable transfection of a Chinese Hamster Ovary (CHO) cell line to constitutively express a heavy chain monoclonal antibody. Thirty-four proteins of significant differential expression were identified and cross-referenced with cellular functions and metabolic pathways to identify points of cell stress. Subsequently, 1D-H-1 NMR metabolomics experiments analyzed cultures to observe nutrient depletion and waste metabolite accumulations to further examine these cell stresses and pathways. From among fifty metabolites tracked in time-course, eight were observed to be completely depleted from the production media, including: glucose, glutamine, proline, serine, cystine, asparagine, choline, and hypoxanthine, while twenty-three excreted metabolites were also observed to accumulate. The differentially expressed proteins, as well as the nutrient depletion and accumulation of these metabolites corresponded with upregulated pathways and cell systems related to anaplerotic TCA-replenishment, NADH/NADPH replenishment, tetrahydrofolate cycle Cl cofactor conversions, limitations to lipid synthesis, and redox modulation. A nutrient cocktail was assembled to improve the growth medium and alleviate these cell stresses to achieve a similar to 75% improvement to peak cell densities. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:127 / 138
页数:12
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