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使用综合同位素异构体模型对枯草芽孢杆菌进行代谢通量分析。

Metabolic flux analysis with a comprehensive isotopomer model in Bacillus subtilis.

作者信息

Dauner M, Bailey J E, Sauer U

机构信息

Institute of Biotechnology, ETH Zürich, CH 8093 Zürich, Switzerland.

出版信息

Biotechnol Bioeng. 2001 Sep;76(2):144-56. doi: 10.1002/bit.1154.

Abstract

Fluxes in central carbon metabolism of a genetically engineered, riboflavin-producing Bacillus subtilis strain were investigated in glucose-limited chemostat cultures at low (0.11 h(-1)) and high (0.44 h(-1)) dilution rates. Using a mixture of 10% [U-(13)C] and 90% glucose labeled at natural abundance, (13)C-labeling experiments were carried out to provide additional information for metabolic flux balancing. The resulting labeling pattern in the proteinogenic amino acids were analyzed by two-dimensional [(13)C, (1)H] nuclear magnetic resonance (NMR) spectroscopy. To account rigorously for all available data from these experiments, we developed a comprehensive isotopomer model of B. subtilis central metabolism. Using this model, intracellular carbon net and exchange fluxes were estimated on the basis of validated physiological data and biomass composition in combination with 2D NMR data from 45 individual carbon atom spectra in the amino acids. Glucose catabolism proceeded primarily via glycolysis but pentose phosphate pathway fluxes increased with increasing growth rate. Moreover, significant back fluxes from the TCA cycle to the lower part of glycolysis via the gluconeogenic PEP carboxykinase were detected. The malic enzyme reaction, in contrast, was found to be inactive. A thorough statistical analysis was performed to prove the reliability of the isotopomer balance model and the obtained results. Specifically, a chi(2) test was applied to validate the model and the chi-square criterion was used to explore the sensitivity of model predictions to the experimental data.

摘要

在葡萄糖受限的恒化器培养中,以低稀释率(0.11 h⁻¹)和高稀释率(0.44 h⁻¹)研究了基因工程改造的产核黄素枯草芽孢杆菌菌株中心碳代谢的通量。使用10% [U-(¹³)C] 和90% 天然丰度标记的葡萄糖混合物进行了¹³C标记实验,以提供代谢通量平衡的额外信息。通过二维[(¹³)C, (¹)H]核磁共振(NMR)光谱分析了蛋白质氨基酸中产生的标记模式。为了严格考虑这些实验的所有可用数据,我们开发了一个全面的枯草芽孢杆菌中心代谢同位素异构体模型。使用该模型,结合氨基酸中45个单个碳原子光谱的二维NMR数据,根据经过验证的生理数据和生物量组成估算细胞内碳净通量和交换通量。葡萄糖分解代谢主要通过糖酵解进行,但戊糖磷酸途径通量随着生长速率的增加而增加。此外,检测到通过糖异生磷酸烯醇式丙酮酸羧激酶从三羧酸循环到糖酵解下游的显著反向通量。相比之下,发现苹果酸酶反应是无活性的。进行了全面的统计分析以证明同位素异构体平衡模型和所得结果的可靠性。具体而言,应用卡方检验来验证模型,并使用卡方标准来探索模型预测对实验数据的敏感性。

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