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Investigation of useful carbon tracers for ^1^3C-metabolic flux analysis of Escherichia coli by considering five experimentally determined flux distributions

机译:通过考虑五个实验确定的通量分布来研究大肠杆菌^ 1 ^ 3C代谢通量分析的有用碳示踪剂

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The ^1^3C-MFA experiments require an optimal design since the precision or confidence intervals of the estimated flux levels depends on factors such as the composition of ^1^3C-labeled carbon sources, as well as the metabolic flux distribution of interest. In this study, useful compositions of ^1^3C-labeled glucose for ^1^3C-metabolic flux analysis (^1^3C-MFA) of Escherichia coli are investigated using a computer simulation of the stable isotope labeling experiment. Following the generation of artificial mass spectra datasets of amino acid fragments using five literature-reported flux distributions of E. coli, the best fitted flux distribution and the 95% confidence interval were estimated by the ^1^3C-MFA procedure. A comparison of the precision scores showed that [1, 2-^1^3C]glucose and a mixture of [1-^1^3C] and [U-^1^3C]glucose at 8:2 are one of the best carbon sources for a precise estimation of flux levels of the pentose phosphate pathway, glycolysis and the TCA cycle. Although the precision scores of the anaplerotic and glyoxylate pathway reactions were affected by both the carbon source and flux distribution, it was also shown that the mixture of non-labeled, [1-^1^3C], and [U-^1^3C]glucose at 4:1:5 was specifically effective for the flux estimation of the glyoxylate pathway reaction. These findings were confirmed by wet ^1^3C-MFA experiments.
机译:^ 1 ^ 3C-MFA实验需要最佳设计,因为估算的通量水平的精度或置信区间取决于诸如^ 1 ^ 3C标记的碳源的组成以及感兴趣的代谢通量分布之类的因素。在这项研究中,使用稳定同位素标记实验的计算机模拟研究了^ 1 ^ 3C标记的葡萄糖对大肠杆菌的^ 1 ^ 3C代谢通量分析(^ 1 ^ 3C-MFA)有用的成分。在使用五篇文献报告的大肠杆菌通量分布生成氨基酸片段的人工质谱数据集之后,通过^ 1 ^ 3C-MFA方法估算了最佳拟合通量分布和95%置信区间。精度得分的比较显示,[1,2- ^ 1 ^ 3C]葡萄糖以及[1- ^ 1 ^ 3C]和[U- ^ 1 ^ 3C]葡萄糖的混合物在8:2时是最好的之一碳源可精确估算戊糖磷酸途径,糖酵解和TCA循环的通量水平。尽管碳源和通量分布都影响到了动脉粥样硬化和乙醛酸途径反应的精确度分数,但也显示了未标记的[1- ^ 1 ^ 3C]和[U- ^ 1 ^ 4:1:5的3C]葡萄糖对于乙醛酸途径反应的通量估计特别有效。这些发现被湿的^ 1 ^ 3C-MFA实验所证实。

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