Feng Jun, Yang Jing, Li Xiaorong, Guo Meijin, Wang Bochu, Yang Shang-Tian, Zou Xiang
College of Pharmaceutical Sciences, Chongqing Engineering Research Center for Pharmaceutical Process and Quality Control, Southwest University, Chongqing 400715, PR China.
State Key Laboratory of Bioreactor Engineering, East China University of Science & Technology, Shanghai 200237, PR China.
Gene. 2017 Apr 5;607:1-8. doi: 10.1016/j.gene.2016.12.034. Epub 2016 Dec 30.
Aureobasidium pullulans is a yeast-like fungus used for producing biopolymers e.g. polymalic acid (PMA) and pullulan. A high PMA producing strain, A. pullulans CCTCC M2012223, was isolated and sequenced in our previous study. To understand its metabolic performance, a genome-scale metabolic model, iZX637, consisting of 637 genes, 1347 reactions and 1133 metabolites, was reconstructed based on genome annotation and literature mining studies. The iZX637 model was validated by simulating cell growth, utilization of carbon and nitrogen sources, and gene essentiality analysis in A. pullulans. We further validated our model, designed a simulation program for the prediction of PMA production using experimental data, and further analyzed the carbon flux distribution and change with increasing PMA synthesis rates. Through the calculated flux distribution, NADPH- and NADH-dependent methylenetetrahydrofolate dehydrogenase (MTHFD) were found to be associated with the transfer of reducing equivalents from NADPH to NADH for supplementing NADH in the metabolic network. Furthermore, under the high PMA synthesis rate, a large amount of carbon flux was through pyruvate into malic acid via the reductive TCA cycle. Thus, pyruvate carboxylase, which can convert pyruvate to oxaloacetate with CO fixation, may also be an important target for PMA synthesis. These results illustrated that the model iZX637 was a powerful tool for optimization of A. pullulans metabolism and identification of targets for guiding metabolic engineering.
出芽短梗霉是一种用于生产生物聚合物(如聚苹果酸(PMA)和普鲁兰多糖)的类酵母真菌。在我们之前的研究中,分离并测序了一株高产PMA的菌株——出芽短梗霉CCTCC M2012223。为了解其代谢性能,基于基因组注释和文献挖掘研究,构建了一个由637个基因、1347个反应和1133个代谢物组成的基因组规模代谢模型iZX637。通过模拟出芽短梗霉的细胞生长、碳源和氮源利用以及基因必需性分析,对iZX637模型进行了验证。我们进一步验证了我们的模型,设计了一个使用实验数据预测PMA产量的模拟程序,并进一步分析了随着PMA合成速率增加的碳通量分布和变化。通过计算通量分布,发现NADPH和NADH依赖性亚甲基四氢叶酸脱氢酶(MTHFD)与代谢网络中还原当量从NADPH向NADH的转移相关,以补充NADH。此外,在高PMA合成速率下,大量碳通量通过丙酮酸经还原性三羧酸循环进入苹果酸。因此,能够将丙酮酸与CO固定转化为草酰乙酸的丙酮酸羧化酶也可能是PMA合成的重要靶点。这些结果表明,模型iZX637是优化出芽短梗霉代谢和确定指导代谢工程靶点的有力工具。