Metabolic flux analysis of CHO cells at growth and non-growth phases using isotopic tracers and mass spectrometry

被引:206
作者
Ahn, Woo Suk [1 ]
Antoniewicz, Maciek R. [1 ]
机构
[1] Univ Delaware, Dept Chem Engn, Metab Engn & Syst Biol Lab, Newark, DE 19716 USA
关键词
Metabolic flux map; Stable isotope tracers; Non-stationary flux analysis; Mammalian cell culture; Mass spectrometry; TRANSIENT C-13-LABELING EXPERIMENTS; CULTURE TEMPERATURE; PERFUSION CULTURE; HEPATIC CELLS; PART II; DISTRIBUTIONS; GLUTAMINE; GLUCOSE; C-13; ERYTHROPOIETIN;
D O I
10.1016/j.ymben.2011.07.002
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
Chinese hamster ovary (CHO) cells are the main platform for production of biotherapeutics in the biopharmaceutical industry. However, relatively little is known about the metabolism of CHO cells in cell culture. In this work, metabolism of CHO cells was studied at the growth phase and early stationary phase using isotopic tracers and mass spectrometry. CHO cells were grown in fed-batch culture over a period of six days. On days 2 and 4, [1,2-C-13] glucose was introduced and the labeling of intracellular metabolites was measured by gas chromatography-mass spectrometry (GC-MS) at 6, 12 and 24 h following the introduction of tracer. Intracellular metabolic fluxes were quantified from measured extracellular rates and C-13-labeling dynamics of intracellular metabolites using non-stationary C-13-metabolic flux analysis (C-13-MFA). The flux results revealed significant rewiring of intracellular metabolic fluxes in the transition from growth to non-growth, including changes in energy metabolism, redox metabolism, oxidative pentose phosphate pathway and anaplerosis. At the exponential phase, CHO cell metabolism was characterized by a high flux of glycolysis from glucose to lactate, anaplerosis from pyruvate to oxaloacetate and from glutamate to a-ketoglutarate, and cataplerosis though malic enzyme. At the stationary phase, the flux map was characterized by a reduced flux of glycolysis, net lactate uptake, oxidative pentose phosphate pathway flux, and reduced rate of anaplerosis. The fluxes of pyruvate dehydrogenase and TCA cycle were similar at the exponential and stationary phase. The results presented here provide a solid foundation for future studies of CHO cell metabolism for applications such as cell line development and medium optimization for high-titer production of recombinant proteins. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码:598 / 609
页数:12
相关论文
共 48 条
[11]   Effects of amino acid additions on ammonium stressed CHO cells [J].
Chen, PF ;
Harcum, SW .
JOURNAL OF BIOTECHNOLOGY, 2005, 117 (03) :277-286
[12]   Synergy between 13C-metabolic flux analysis and flux balance analysis for understanding metabolic adaption to anaerobiosis in E. coli [J].
Chen, Xuewen ;
Alonso, Ana P. ;
Allen, Doug K. ;
Reed, Jennifer L. ;
Shachar-Hill, Yair .
METABOLIC ENGINEERING, 2011, 13 (01) :38-48
[13]   Tandem mass spectrometry: A novel approach for metabolic flux analysis [J].
Choi, Jungik ;
Antoniewicz, Maciek R. .
METABOLIC ENGINEERING, 2011, 13 (02) :225-233
[14]   Temperature effects on product-quality-related enzymes in batch CHO cell cultures producing recombinant tPA [J].
Clark, KJR ;
Chaplin, FWR ;
Harcum, SW .
BIOTECHNOLOGY PROGRESS, 2004, 20 (06) :1888-1892
[15]   Metabolic modeling of microbial strains in silico [J].
Covert, MW ;
Schilling, CH ;
Famili, I ;
Edwards, JS ;
Goryanin, II ;
Selkov, E ;
Palsson, BO .
TRENDS IN BIOCHEMICAL SCIENCES, 2001, 26 (03) :179-186
[16]   Resolving the TCA cycle and pentose-phosphate pathway of Clostridium acetobutylicum ATCC 824: Isotopomer analysis, in vitro activities and expression analysis [J].
Crown, Scott B. ;
Indurthi, Dinesh C. ;
Ahn, Woo Suk ;
Choi, Jungik ;
Papoutsakis, Eleftherios T. ;
Antoniewicz, Maciek R. .
BIOTECHNOLOGY JOURNAL, 2011, 6 (03) :300-305
[17]   Towards a metabolic and isotopic steady state in CHO batch cultures for reliable isotope-based metabolic profiling [J].
Biochemical Engineering Institute, Saarland University, Bldg. 2, 66123 Saarbrücken, Germany ;
不详 ;
不详 ;
不详 .
Biotechnol. J., 2009, 2 (247-263) :247-263
[18]  
Fernandez CA, 1996, J MASS SPECTROM, V31, P255, DOI 10.1002/(SICI)1096-9888(199603)31:3<255::AID-JMS290>3.0.CO
[19]  
2-3
[20]   MATHEMATICAL DESCRIPTIONS OF HYBRIDOMA CULTURE KINETICS .1. INITIAL METABOLIC RATES [J].
GLACKEN, MW ;
ADEMA, E ;
SINSKEY, AJ .
BIOTECHNOLOGY AND BIOENGINEERING, 1988, 32 (04) :491-506