Ng Chiam Yu, Farasat Iman, Maranas Costas D, Salis Howard M
Department of Chemical Engineering, Pennsylvania State University, University Park, PA 16802, United States.
Department of Chemical Engineering, Pennsylvania State University, University Park, PA 16802, United States; Department of Biological Engineering, Pennsylvania State University, University Park, PA 16802, United States.
Metab Eng. 2015 May;29:86-96. doi: 10.1016/j.ymben.2015.03.001. Epub 2015 Mar 10.
NADPH is an essential cofactor for the biosynthesis of several high-value chemicals, including isoprenoids, fatty acid-based fuels, and biopolymers. Tunable control over all potentially rate-limiting steps, including the NADPH regeneration rate, is crucial to maximizing production titers. We have rationally engineered a synthetic version of the Entner-Doudoroff pathway from Zymomonas mobilis that increased the NADPH regeneration rate in Escherichia coli MG1655 by 25-fold. To do this, we combined systematic design rules, biophysical models, and computational optimization to design synthetic bacterial operons expressing the 5-enzyme pathway, while eliminating undesired genetic elements for maximum expression control. NADPH regeneration rates from genome-integrated pathways were estimated using a NADPH-binding fluorescent reporter and by the productivity of a NADPH-dependent terpenoid biosynthesis pathway. We designed and constructed improved pathway variants by employing the RBS Library Calculator to efficiently search the 5-dimensional enzyme expression space and by performing 40 cycles of MAGE for site-directed genome mutagenesis. 624 pathway variants were screened using a NADPH-dependent blue fluorescent protein, and 22 were further characterized to determine the relationship between enzyme expression levels and NADPH regeneration rates. The best variant exhibited 25-fold higher normalized mBFP levels when compared to wild-type strain. Combining the synthetic Entner-Doudoroff pathway with an optimized terpenoid pathway further increased the terpenoid titer by 97%.
NADPH是包括类异戊二烯、脂肪酸基燃料和生物聚合物在内的几种高价值化学品生物合成所必需的辅因子。对所有潜在的限速步骤进行可调控制,包括NADPH再生速率,对于最大化生产滴度至关重要。我们通过合理设计,构建了来自运动发酵单胞菌的Entner-Doudoroff途径的合成版本,该版本使大肠杆菌MG1655中的NADPH再生速率提高了25倍。为此,我们结合了系统设计规则、生物物理模型和计算优化,设计了表达5酶途径的合成细菌操纵子,同时消除了不需要的遗传元件以实现最大表达控制。使用NADPH结合荧光报告基因并通过NADPH依赖性萜类生物合成途径的生产力来估计基因组整合途径的NADPH再生速率。我们通过使用RBS文库计算器有效搜索5维酶表达空间,并通过进行40轮MAGE进行定点基因组诱变,设计并构建了改进的途径变体。使用NADPH依赖性蓝色荧光蛋白筛选了624种途径变体,并进一步对22种进行了表征,以确定酶表达水平与NADPH再生速率之间的关系。与野生型菌株相比,最佳变体的标准化mBFP水平高出25倍。将合成的Entner-Doudoroff途径与优化的萜类途径相结合,可使萜类滴度进一步提高97%。