Helmholtz Centre for Infection Research, Systems and Synthetic Biology, Braunschweig D-38124, Germany.
Metab Eng. 2013 Jan;15:113-23. doi: 10.1016/j.ymben.2012.10.004. Epub 2012 Nov 17.
Here, we present systems metabolic engineering driven by in-silico modeling to tailor Pseudomonas putida for synthesis of medium chain length PHAs on glucose. Using physiological properties of the parent wild type as constraints, elementary flux mode analysis of a large-scale model of the metabolism of P. putida was used to predict genetic targets for strain engineering. Among a set of priority ranked targets, glucose dehydrogenase (encoded by gcd) was predicted as most promising deletion target. The mutant P. putida Δgcd, generated on basis of the computational design, exhibited 100% increased PHA accumulation as compared to the parent wild type, maintained a high specific growth rate and exhibited an almost unaffected gene expression profile, which excluded detrimental side effects of the modification. A second mutant strain, P. putida Δpgl, that lacked 6-phosphogluconolactonase, exhibited a substantially decreased PHA synthesis, as was also predicted by the model. The production potential of P. putida Δgcd was assessed in batch bioreactors. The novel strain showed an increase of the PHA yield (+80%), the PHA titer (+100%) and cellular PHA content (+50%) and revealed almost unaffected growth and diminished by-product formation. It was thus found superior in all relevant criteria towards industrial production. Beyond the contribution to more efficient PHA production processes at reduced costs that might replace petrochemical plastics in the future, the study illustrates the power of computational prediction to tailor microbial strains for enhanced biosynthesis of added-value compounds.
在这里,我们提出了一种基于计算建模的系统代谢工程方法,用于定制假单胞菌以在葡萄糖上合成中链长度 PHAs。利用亲本野生型的生理特性作为约束条件,对假单胞菌代谢的大规模模型进行了基本通量模式分析,以预测用于菌株工程的遗传靶标。在一组优先排序的靶标中,葡萄糖脱氢酶(由 gcd 编码)被预测为最有前途的缺失靶标。基于计算设计生成的突变体 P. putida Δgcd 与亲本野生型相比,PHA 积累增加了 100%,保持了较高的比生长速率,并且表现出几乎不受影响的基因表达谱,排除了修饰的有害副作用。第二个突变菌株 P. putida Δpgl 缺乏 6-磷酸葡萄糖酸内酯酶,其 PHA 合成量显著降低,这也被模型预测。在分批生物反应器中评估了 P. putida Δgcd 的生产潜力。新型菌株显示出 PHA 产量增加(+80%)、PHA 浓度增加(+100%)和细胞内 PHA 含量增加(+50%),并且几乎没有影响生长和减少副产物形成。因此,在所有相关标准下,它都优于工业生产。除了为未来可能替代石化塑料的更高效 PHA 生产工艺做出贡献外,该研究还说明了计算预测在定制微生物菌株以增强附加值化合物生物合成方面的强大功能。