Wiechert W, Möllney M, Isermann N, Wurzel M, de Graaf A A
IMR, Department of Simulation, University of Siegen, Paul-Bonatz-Strasse 9-11, D-57068 Siegen, Germany.
Biotechnol Bioeng. 1999;66(2):69-85.
The last few years have brought tremendous progress in experimental methods for metabolic flux determination by carbon-labeling experiments. A significant enlargement of the available measurement data set has been achieved, especially when isotopomer fractions within intracellular metabolite pools are quantitated. This information can be used to improve the statistical quality of flux estimates. Furthermore, several assumptions on bidirectional intracellular reaction steps that were hitherto indispensable may now become obsolete. To make full use of the complete measurement information a general mathematical model for isotopomer systems is established in this contribution. Then, by introducing the important new concept of cumomers and cumomer fractions, it is shown that the arising nonlinear isotopomer balance equations can be solved analytically in all cases. In particular, the solution of the metabolite flux balances and the positional carbon-labeling balances presented in part I of this series turn out to be just the first two steps of the general solution procedure for isotopomer balances. A detailed analysis of the isotopomer network structure then opens up new insights into the intrinsic structure of isotopomer systems. In particular, it turns out that isotopomer systems are not as complex as they appear at first glance. This enables some far-reaching conclusions to be drawn on the information potential of isotopomer experiments with respect to flux identification. Finally, some illustrative examples are examined to show that an information increase is not guaranteed when isotopomer measurements are used in addition to positional enrichment data.
在过去几年中,通过碳标记实验测定代谢通量的实验方法取得了巨大进展。已实现可用测量数据集的显著扩充,尤其是在对细胞内代谢物池中的同位素异构体分数进行定量时。这些信息可用于提高通量估计的统计质量。此外,一些迄今为止必不可少的关于细胞内双向反应步骤的假设现在可能过时了。为了充分利用完整的测量信息,本文建立了一个同位素异构体系统的通用数学模型。然后,通过引入重要的新累积异构体和累积异构体分数概念,表明在所有情况下都可以解析求解由此产生的非线性同位素异构体平衡方程。特别是,本系列第一部分中给出的代谢物通量平衡和位置碳标记平衡的解结果只是同位素异构体平衡通用求解过程的前两步。对同位素异构体网络结构的详细分析为同位素异构体系统的内在结构带来了新的见解。特别是,事实证明同位素异构体系统并不像乍一看那么复杂。这使得能够就同位素异构体实验在通量识别方面的信息潜力得出一些深远的结论。最后,研究了一些示例,以表明除了位置富集数据外使用同位素异构体测量时,信息增加并不一定能得到保证。