Wiechert W, de Graaf A A
Institute of Biotechnology, Research Center Jülich, Germany.
Adv Biochem Eng Biotechnol. 1996;54:109-54. doi: 10.1007/BFb0102334.
Stationary flux analysis is an invaluable tool for metabolic engineering. In the last years the metabolite balancing technique has become well established in the bioengineering community. On the other hand metabolic tracer experiments using 13C isotopes have long been used for intracellular flux determination. Only recently have both techniques been fully combined to form a considerably more powerful flux analysis method. This paper concentrates on modeling and data analysis for the evaluation of such stationary 13C labeling experiments. After reviewing recent experimental developments, the basic equations for modeling carbon labeling in metabolic systems, i.e. metabolite, carbon label and isotopomer balances, are introduced and discussed in some detail. Then the basics of flux estimation from measured extracellular fluxes combined with carbon labeling data are presented and, finally, this method is illustrated by using an example from C. glutamicum. The main emphasis is on the investigation of the extra information that can be obtained with tracer experiments compared with the metabolite balancing technique alone. As a principal result it is shown that the combined flux analysis method can dispense with some rather doubtful assumptions on energy balancing and that the forward and backward flux rates of bidirectional reaction steps can be simultaneously determined in certain situations. Finally, it is demonstrated that the variant of fractional isotopomer measurement is even more powerful than fractional labeling measurement but requires much higher numerical effort to solve the balance equations.
稳态通量分析是代谢工程中一种非常有价值的工具。在过去几年中,代谢物平衡技术在生物工程领域已得到广泛应用。另一方面,使用13C同位素的代谢示踪实验长期以来一直用于确定细胞内通量。直到最近,这两种技术才被充分结合,形成了一种更强大的通量分析方法。本文着重于对这种稳态13C标记实验进行评估的建模和数据分析。在回顾了近期的实验进展之后,详细介绍并讨论了代谢系统中碳标记建模的基本方程,即代谢物、碳标记和同位素异构体平衡。然后介绍了结合碳标记数据从测量的细胞外通量估算通量的基本方法,最后,通过谷氨酸棒杆菌的一个例子来说明这种方法。主要重点是研究与单独的代谢物平衡技术相比,示踪实验可获得的额外信息。一个主要结果表明,组合通量分析方法可以摒弃一些关于能量平衡的相当可疑的假设,并且在某些情况下可以同时确定双向反应步骤的正向和反向通量率。最后,证明了分数同位素异构体测量变体比分数标记测量更强大,但求解平衡方程需要更高的数值计算量。