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基于系统生物学方法利用计算机模拟对大肠杆菌的分解代谢物调节分析,以了解乙酸溢出机制和多种糖的共消耗。

Catabolite regulation analysis of Escherichia coli for acetate overflow mechanism and co-consumption of multiple sugars based on systems biology approach using computer simulation.

机构信息

Department of Bioscience and Bioinformatics, Kyushu Institute of Technology, Iizuka, Fukuoka 820-8502, Japan.

出版信息

J Biotechnol. 2013 Oct 20;168(2):155-73. doi: 10.1016/j.jbiotec.2013.06.023. Epub 2013 Jul 10.

Abstract

It is quite important to understand the basic principle embedded in the main metabolism for the interpretation of the fermentation data. For this, it may be useful to understand the regulation mechanism based on systems biology approach. In the present study, we considered the perturbation analysis together with computer simulation based on the models which include the effects of global regulators on the pathway activation for the main metabolism of Escherichia coli. Main focus is the acetate overflow metabolism and the co-fermentation of multiple carbon sources. The perturbation analysis was first made to understand the nature of the feed-forward loop formed by the activation of Pyk by FDP (F1,6BP), and the feed-back loop formed by the inhibition of Pfk by PEP in the glycolysis. Those together with the effect of transcription factor Cra caused by FDP level affected the glycolysis activity. The PTS (phosphotransferase system) acts as the feed-back system by repressing the glucose uptake rate for the increase in the glucose uptake rate. It was also shown that the increased PTS flux (or glucose consumption rate) causes PEP/PYR ratio to be decreased, and EIIA-P, Cya, cAMP-Crp decreased, where cAMP-Crp in turn repressed TCA cycle and more acetate is formed. This was further verified by the detailed computer simulation. In the case of multiple carbon sources such as glucose and xylose, it was shown that the sequential utilization of carbon sources was observed for wild type, while the co-consumption of multiple carbon sources with slow consumption rates were observed for the ptsG mutant by computer simulation, and this was verified by experiments. Moreover, the effect of a specific gene knockout such as Δpyk on the metabolic characteristics was also investigated based on the computer simulation.

摘要

理解主要代谢过程中所嵌入的基本原理对于解释发酵数据非常重要。为此,基于系统生物学方法理解调控机制可能会有所帮助。在本研究中,我们考虑了基于包含全局调节剂对大肠杆菌主要代谢途径激活影响的模型的扰动分析和计算机模拟。主要关注焦点是乙酸盐溢出代谢和多种碳源的共发酵。首先进行了扰动分析,以了解 FDP(F1,6BP)激活 Pyk 形成的前馈环以及 PEP 对 Pfk 的抑制形成的反馈环的性质,这两者与 FDP 水平引起的转录因子 Cra 的影响共同作用,影响糖酵解活性。磷酸转移酶系统(PTS)通过抑制葡萄糖摄取速率来作为反馈系统,以增加葡萄糖摄取速率。还表明增加 PTS 通量(或葡萄糖消耗速率)会导致 PEP/PYR 比值降低,EIIA-P、Cya 和 cAMP-Crp 降低,而 cAMP-Crp 反过来又抑制 TCA 循环并形成更多的乙酸盐。这通过详细的计算机模拟得到了进一步验证。在葡萄糖和木糖等多种碳源的情况下,计算机模拟表明野生型观察到了碳源的顺序利用,而 ptsG 突变体观察到了缓慢消耗速率的多种碳源的共消耗,实验验证了这一点。此外,还基于计算机模拟研究了特定基因敲除(如 Δpyk)对代谢特性的影响。

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