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采用统计实验设计方法优化酶级联反应,以辅助细胞内的手性氨基醇合成。

Optimisation of enzyme cascades for chiral amino alcohol synthesis in aid of host cell integration using a statistical experimental design approach.

机构信息

Chemistry Department, Universidad Icesi, Calle 18 No. 122 - 135 Pance, Cali, Colombia; The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, Gordon Street, WC1H 0AH, United Kingdom.

The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, Gordon Street, WC1H 0AH, United Kingdom.

出版信息

J Biotechnol. 2018 Sep 10;281:150-160. doi: 10.1016/j.jbiotec.2018.07.014. Epub 2018 Jul 19.

DOI:10.1016/j.jbiotec.2018.07.014
PMID:30009844
Abstract

Chiral amino alcohols are compounds of pharmaceutical interest as they are building blocks of sphingolipids, antibiotics, and antiviral glycosidase inhibitors. Due to the challenges of chemical synthesis we recently developed two TK-TAm reaction cascades using natural and low cost feedstocks as substrates: a recycling cascade comprising of 2 enzymes and a sequential 3-step enzyme cascade yielding 30% and 1% conversion, respectively. In order to improve the conversion yield and aid the future host strain engineering for whole cell biocatalysis, we used a combination of microscale experiments and statistical experimental design. For this we implemented a full factorial design to optimise pH, temperature and buffer type, followed by the application of Response Surface Methodology for the optimisation of substrates and enzymes concentrations. Using purified enzymes we achieved 60% conversion for the recycling cascade and 3-fold improvement using the sequential pathway. Based on the results, limiting steps and individual requirements for host cell metabolic integration were identified expanding the understanding of the cascades without implementing extensive optimisation modelling. Therefore, the approach described here is well suited for optimising reaction conditions as well as defining the relative enzyme expression levels required for construction of microbial cell factories.

摘要

手性氨基醇是具有医药应用价值的化合物,因为它们是神经鞘脂类、抗生素和抗病毒糖苷酶抑制剂的结构单元。由于化学合成的挑战,我们最近利用天然和低成本的原料作为底物开发了两种 TK-TAm 反应级联:一种由 2 种酶组成的循环级联和一种连续的 3 步酶级联,分别得到 30%和 1%的转化率。为了提高转化率并为未来用于全细胞生物催化的宿主菌株工程提供帮助,我们结合了微量实验和统计实验设计。为此,我们采用完全析因设计来优化 pH 值、温度和缓冲液类型,然后应用响应面法来优化底物和酶浓度。使用纯化酶,我们实现了循环级联的 60%转化率,并通过连续途径提高了 3 倍。基于这些结果,确定了限制步骤和宿主细胞代谢整合的个别要求,在不进行广泛的优化建模的情况下扩展了对级联的理解。因此,这里描述的方法非常适合优化反应条件以及确定构建微生物细胞工厂所需的相对酶表达水平。

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