Chemical and Biological Engineering Department, University of Colorado Boulder, Boulder, Colorado.
Renewable and Sustainable Energy Institute (RASEI), University of Colorado Boulder, Boulder, Colorado.
Biotechnol Bioeng. 2018 Jul;115(7):1878-1883. doi: 10.1002/bit.26589. Epub 2018 Mar 30.
Optimization of metabolic flux is a difficult and time-consuming process that often involves changing the expression levels of multiple genes simultaneously. While some pathways have a known rate limiting step, more complex metabolic networks can require a trial-and-error approach of tuning the expression of multiple genes to achieve a desired distribution of metabolic resources. Here we present an efficient method for generating expression diversity on a combinatorial scale using CRISPR interference. We use a modified native Escherichia coli Type I-E CRISPR-Cas system and an iterative cloning strategy for construction of guide RNA arrays. This approach allowed us to build a combinatorial gene expression library three orders of magnitude larger than previous studies. In less than 1 month, we generated ∼12,000 combinatorial gene expression variants that target six different genes and screened these variants for increased malonyl-CoA flux and 3-hydroxypropionate (3HP) production. We were able to identify a set of variants that exhibited a significant increase in malonyl-CoA flux and up to a 98% increase in 3HP production. This approach provides a fast and easy-to-implement strategy for engineering metabolic pathway flux for development of industrially relevant strains, as well as investigation of fundamental biological questions.
代谢通量的优化是一个困难且耗时的过程,通常需要同时改变多个基因的表达水平。虽然一些途径具有已知的限速步骤,但更复杂的代谢网络可能需要反复调整多个基因的表达,以实现所需的代谢资源分配。在这里,我们提出了一种使用 CRISPR 干扰在组合尺度上生成表达多样性的有效方法。我们使用了经过改良的天然大肠杆菌 Type I-E CRISPR-Cas 系统和迭代克隆策略来构建向导 RNA 阵列。这种方法使我们能够构建比以前的研究大三个数量级的组合基因表达文库。在不到 1 个月的时间里,我们生成了约 12000 种针对 6 个不同基因的组合基因表达变体,并对这些变体进行了筛选,以提高丙二酰辅酶 A 通量和 3-羟基丙酸 (3HP) 的产量。我们能够鉴定出一组变体,这些变体的丙二酰辅酶 A 通量显著增加,3-羟基丙酸的产量最高增加了 98%。这种方法为工程代谢途径通量提供了一种快速且易于实施的策略,可用于开发具有工业相关性的菌株,以及研究基本的生物学问题。