Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts.
Computer Science and Artificial Intelligence Laboratory (CSAIL), Massachusetts Institute of Technology, Cambridge, Massachusetts.
Biotechnol Bioeng. 2018 Sep;115(9):2167-2182. doi: 10.1002/bit.26737. Epub 2018 Jun 29.
Metabolic engineering efforts require enzymes that are both highly active and specific toward the synthesis of a desired output product to be commercially feasible. The 3-hydroxyacid (3HA) pathway, also known as the reverse β-oxidation or coenzyme-A-dependent chain-elongation pathway, can allow for the synthesis of dozens of useful compounds of various chain lengths and functionalities. However, this pathway suffers from byproduct formation, which lowers the yields of the desired longer chain products, as well as increases downstream separation costs. The thiolase enzyme catalyzes the first reaction in this pathway, and its substrate specificity at each of its two catalytic steps sets the chain length and composition of the chemical scaffold upon which the other downstream enzymes act. However, there have been few attempts reported in the literature to rationally engineer thiolase substrate specificity. In this study, we present a model-guided, rational design study of ordered substrate binding applied to two biosynthetic thiolases, with the goal of increasing the ratio of C6/C4 products formed by the 3HA pathway, 3-hydroxy-hexanoic acid and 3-hydroxybutyric acid. We identify thiolase mutants that result in nearly 10-fold increases in C6/C4 selectivity. Our findings can extend to other pathways that employ the thiolase for chain elongation, as well as expand our knowledge of sequence-structure-function relationship for this important class of enzymes.
代谢工程需要高效且具有特定活性的酶,以实现所需产物的合成,从而使商业化成为可能。3-羟基酸(3HA)途径,也称为反β-氧化或辅酶 A 依赖性链延伸途径,可以合成几十种具有不同链长和功能的有用化合物。然而,该途径存在副产物形成的问题,这降低了所需长链产物的产量,并增加了下游分离成本。硫解酶酶催化该途径的第一个反应,其在两个催化步骤中的底物特异性决定了其他下游酶作用的化学支架的链长和组成。然而,文献中很少有报道试图合理设计硫解酶的底物特异性。在这项研究中,我们提出了一种模型指导的、合理设计的有序底物结合研究,应用于两种生物合成硫解酶,旨在提高 3HA 途径形成的 C6/C4 产物的比例,即 3-羟基己酸和 3-羟基丁酸。我们鉴定出的硫解酶突变体使 C6/C4 选择性提高了近 10 倍。我们的发现可以扩展到其他采用硫解酶进行链延伸的途径,并扩展我们对这一类重要酶的序列-结构-功能关系的认识。