Wittmann C, Heinzle E
Biochemical Engineering Institute, Saarland University, Germany.
Eur J Biochem. 2001 Apr;268(8):2441-55. doi: 10.1046/j.1432-1327.2001.02129.x.
In the present work, a novel comprehensive approach of (13)C-tracer studies with labeling measurements by MALDI-TOF MS, and metabolite balancing was developed to elucidate key fluxes in the central metabolism of lysine producing Corynebacterium glutamicum during batch culture. MALDI-TOF MS methods established allow the direct quantification of labeling patterns of low molecular mass Corynebacterium products from 1 microL of diluted culture supernatant. A mathematical model of the central Corynebacterium metabolism was developed, that describes the carbon transfer through the network via matrix calculations in a generally applicable way and calculates steady state mass isotopomer distributions of the involved metabolites. The model was applied for both experimental planning of tracer experiments and parameter estimation. Metabolic fluxes were calculated from stoichiometric data and from selected mass intensity ratios of lysine, alanine, and trehalose measured by MALDI-TOF MS in tracer experiments either with 1-(13)C glucose or with mixtures of (13)C6/(12)C6 glucose. During the phase of maximum lysine production C. glutamicum ATCC 21253 exhibited high relative fluxes into the pentose phosphate pathway of 71%, a highly reversible glucose-6-phosphate isomerase, significant backfluxes from the tricarboxylic acid cycle to the pyruvate node consuming the lysine precursor oxaloacetate, 36% net flux of anaplerotic carboxylation and 63% contribution of the dehydrogenase branch in the lysine biosynthetic pathway. Due to the straightforward and simple measurements of selected labeling patterns by MALDI-TOF MS sensitively reflecting the flux parameters of interest, the presented approach has an excellent potential to extend metabolic flux analysis from single experiments with enormous experimental effort to a broadly applied technique.
在本研究中,开发了一种新颖的综合方法,即利用基质辅助激光解吸电离飞行时间质谱(MALDI - TOF MS)进行标记测量的¹³C示踪研究以及代谢物平衡,以阐明分批培养过程中赖氨酸生产谷氨酸棒杆菌中心代谢中的关键通量。所建立的MALDI - TOF MS方法可直接对1微升稀释培养上清液中低分子量谷氨酸棒杆菌产物的标记模式进行定量。构建了谷氨酸棒杆菌中心代谢的数学模型,该模型以通用方式通过矩阵计算描述了碳在网络中的转移,并计算了相关代谢物的稳态质量同位素异构体分布。该模型用于示踪实验的实验设计和参数估计。在示踪实验中,用¹⁻¹³C葡萄糖或¹³C₆/¹²C₆葡萄糖混合物,根据化学计量数据以及通过MALDI - TOF MS测量的赖氨酸、丙氨酸和海藻糖的选定质量强度比来计算代谢通量。在赖氨酸产量最高的阶段,谷氨酸棒杆菌ATCC 21253表现出进入戊糖磷酸途径的相对通量较高,为71%,葡萄糖 - 6 - 磷酸异构酶高度可逆,从三羧酸循环到丙酮酸节点存在显著的反向通量,消耗赖氨酸前体草酰乙酸,回补羧化的净通量为36%,赖氨酸生物合成途径中脱氢酶分支的贡献为63%。由于通过MALDI - TOF MS对选定标记模式进行直接且简单的测量能够灵敏地反映感兴趣的通量参数,所提出的方法具有将代谢通量分析从需要大量实验工作的单个实验扩展为广泛应用技术的巨大潜力。