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谷氨酸棒杆菌代谢网络的计算机基因组规模重建与验证

In silico genome-scale reconstruction and validation of the Corynebacterium glutamicum metabolic network.

作者信息

Kjeldsen Kjeld Raunkjaer, Nielsen Jens

机构信息

Center for Microbial Biotechnology, DTU Biosys, Technical University of Denmark, DK-2800 Lyngby, Denmark.

出版信息

Biotechnol Bioeng. 2009 Feb 1;102(2):583-97. doi: 10.1002/bit.22067.

Abstract

A genome-scale metabolic model of the Gram-positive bacteria Corynebacterium glutamicum ATCC 13032 was constructed comprising 446 reactions and 411 metabolites, based on the annotated genome and available biochemical information. The network was analyzed using constraint based methods. The model was extensively validated against published flux data, and flux distribution values were found to correlate well between simulations and experiments. The split pathway of the lysine synthesis pathway of C. glutamicum was investigated, and it was found that the direct dehydrogenase variant gave a higher lysine yield than the alternative succinyl pathway at high lysine production rates. The NADPH demand of the network was not found to be critical for lysine production until lysine yields exceeded 55% (mmol lysine (mmol glucose)(-1)). The model was validated during growth on the organic acids acetate and lactate. Comparable flux values between in silico model and experimental values were seen, although some differences in the phenotypic behavior between the model and the experimental data were observed.

摘要

基于注释基因组和可用的生化信息,构建了革兰氏阳性细菌谷氨酸棒杆菌ATCC 13032的全基因组规模代谢模型,该模型包含446个反应和411个代谢物。使用基于约束的方法对该网络进行了分析。该模型针对已发表的通量数据进行了广泛验证,发现通量分布值在模拟和实验之间具有良好的相关性。研究了谷氨酸棒杆菌赖氨酸合成途径的分支途径,发现在高赖氨酸生产速率下,直接脱氢酶变体比替代琥珀酰途径产生更高的赖氨酸产量。直到赖氨酸产量超过55%(毫摩尔赖氨酸(毫摩尔葡萄糖)⁻¹),才发现网络的NADPH需求对赖氨酸生产至关重要。该模型在以乙酸盐和乳酸盐等有机酸为碳源生长期间进行了验证。尽管在模型和实验数据之间观察到一些表型行为上的差异,但在计算机模型和实验值之间看到了可比的通量值。

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