Afroz Taliman, Biliouris Konstantinos, Boykin Kelsey E, Kaznessis Yiannis, Beisel Chase L
Department of Chemical and Biomolecular Engineering North Carolina State University Raleigh, North Carolina 27695, United States.
ACS Synth Biol. 2015 Feb 20;4(2):141-9. doi: 10.1021/sb400162z. Epub 2014 Apr 28.
Titratable systems are common tools in metabolic engineering to tune the levels of enzymes and cellular components as part of pathway optimization. For nonmodel microorganisms with limited genetic tools, inducible sugar utilization pathways offer built-in titratable systems. However, these pathways can exhibit undesirable single-cell behaviors that hamper the uniform and tunable control of gene expression. Here, we applied mathematical modeling and single-cell measurements of L-arabinose utilization in Escherichia coli to systematically explore how sugar utilization pathways can be altered to achieve desirable inducible properties. We found that different pathway alterations, such as the removal of catabolism, constitutive expression of high-affinity or low-affinity transporters, or further deletion of the other transporters, came with trade-offs specific to each alteration. For instance, sugar catabolism improved the uniformity and linearity of the response at the cost of requiring higher sugar concentrations to induce the pathway. Within these alterations, we also found that a uniform and linear response could be achieved with a single alteration: constitutively expressing the high-affinity transporter. Equivalent modifications to the D-xylose utilization pathway yielded similar responses, demonstrating the applicability of our observations. Overall, our findings indicate that there is no ideal set of typical alterations when co-opting natural utilization pathways for titratable control and suggest design rules for manipulating these pathways to advance basic genetic studies and the metabolic engineering of microorganisms for optimized chemical production.
可滴定系统是代谢工程中的常用工具,用于调节酶和细胞成分的水平,作为途径优化的一部分。对于遗传工具有限的非模式微生物,可诱导的糖利用途径提供了内置的可滴定系统。然而,这些途径可能会表现出不良的单细胞行为,从而妨碍基因表达的均匀和可调控制。在这里,我们应用数学建模和大肠杆菌中L-阿拉伯糖利用的单细胞测量,系统地探索如何改变糖利用途径以实现理想的诱导特性。我们发现,不同的途径改变,如去除分解代谢、组成型表达高亲和力或低亲和力转运蛋白,或进一步删除其他转运蛋白,都伴随着每种改变特有的权衡。例如,糖分解代谢提高了响应的均匀性和线性,但代价是需要更高的糖浓度来诱导该途径。在这些改变中,我们还发现通过单一改变(组成型表达高亲和力转运蛋白)可以实现均匀和线性的响应。对D-木糖利用途径的等效修饰产生了类似的响应,证明了我们观察结果的适用性。总体而言,我们的研究结果表明,在采用天然利用途径进行可滴定控制时,没有一套理想的典型改变,并提出了操纵这些途径的设计规则,以推进基础遗传学研究和微生物代谢工程以实现优化化学品生产。