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利用二维核磁共振光谱和完整的同位素异构体模型对大肠杆菌中的代谢通量进行定量分析。

Quantitative analysis of metabolic fluxes in Escherichia coli, using two-dimensional NMR spectroscopy and complete isotopomer models.

作者信息

Schmidt K, Nielsen J, Villadsen J

机构信息

Center for Process Biotechnology, Technical University of Denmark, Lyngby.

出版信息

J Biotechnol. 1999 May 28;71(1-3):175-89. doi: 10.1016/s0168-1656(99)00021-8.

Abstract

Complete isotopomer models that simulate distribution of label in 13C tracer experiments are applied to the quantification of metabolic fluxes in the primary carbon metabolism of E. coli under aerobic and anaerobic conditions. The concept of isotopomer mapping matrices (IMMs) is used to simplify the formulation of isotopomer mass balances by expressing all isotopomer mass balances of a metabolite pool in a single matrix equation. A numerically stable method to calculate the steady-state isotopomer distribution in metabolic networks in introduced. Net values of intracellular fluxes and the degree of reversibility of enzymatic steps are estimated by minimization of the deviations between experimental and simulated measurements. The metabolic model applied includes the Embden-Meyerhof-Parnas and the pentose phosphate pathway, the tricarboxylic acid cycle, anaplerotic reaction sequences and pathways involved in amino acid synthesis. The study clearly demonstrates the value of complete isotopomer models for maximizing the information obtainable from 13C tracer experiments. The approach applied here offers a completely general and comprehensive analysis of carbon tracer experiments where any set of experimental data on the labeling state and extracellular fluxes can be used for the quantification of metabolic fluxes in complex metabolic networks.

摘要

用于模拟¹³C示踪实验中标记物分布的完整同位素异构体模型,被应用于定量分析大肠杆菌在有氧和无氧条件下初级碳代谢中的代谢通量。同位素异构体映射矩阵(IMM)的概念被用于简化同位素异构体质量平衡的公式表达,即将代谢物池的所有同位素异构体质量平衡表示在一个单一的矩阵方程中。引入了一种数值稳定的方法来计算代谢网络中的稳态同位素异构体分布。通过最小化实验测量值与模拟测量值之间的偏差,来估计细胞内通量的净值和酶促反应步骤的可逆程度。所应用的代谢模型包括糖酵解途径、磷酸戊糖途径、三羧酸循环、回补反应序列以及参与氨基酸合成的途径。该研究清楚地证明了完整同位素异构体模型对于最大化从¹³C示踪实验中可获得信息的价值。这里所采用的方法为碳示踪实验提供了一种完全通用且全面的分析,其中关于标记状态和细胞外通量的任何一组实验数据都可用于定量复杂代谢网络中的代谢通量。

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