School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138, USA.
Institute for Medical Engineering and Science, Massachusetts Institute of Technology, 77 Massachusetts Ave, Cambridge, MA 02139, USA.
Angew Chem Int Ed Engl. 2023 Jun 12;62(24):e202303112. doi: 10.1002/anie.202303112. Epub 2023 May 3.
Enzymes are highly specific catalysts delivering improved drugs and greener industrial processes. Naturally occurring enzymes must typically be optimized which is often accomplished through directed evolution; however, this is still a labor- and capital-intensive process, due in part to multiple molecular biology steps including DNA extraction, in vitro library generation, transformation, and limited screening throughput. We present an effective and broadly applicable continuous evolution platform that enables controlled exploration of fitness landscape to evolve enzymes at ultrahigh throughput based on direct measurement of enzymatic activity. This drop-based microfluidics platform cycles cells between growth and mutagenesis followed by screening with minimal human intervention, relying on the nCas9 chimera with mutagenesis polymerase to produce in vivo gene diversification using sgRNAs tiled along the gene. We evolve alditol oxidase to change its substrate specificity towards glycerol, turning a waste product into a valuable feedstock. We identify a variant with a 10.5-fold catalytic efficiency.
酶是高度特异的催化剂,可用于提供改良药物和更环保的工业工艺。天然存在的酶通常需要进行优化,这通常可以通过定向进化来实现;然而,由于包括 DNA 提取、体外文库生成、转化和有限的筛选通量在内的多个分子生物学步骤,这仍然是一个劳动密集型和资本密集型的过程。我们提出了一种有效且广泛适用的连续进化平台,能够基于酶活性的直接测量,以超高通量对酶进行控制探索,从而改变其适应性景观。该基于液滴的微流控平台使细胞在生长和诱变之间循环,然后在最小的人为干预下进行筛选,依赖于带有诱变聚合酶的 nCas9 嵌合体,使用沿着基因平铺的 sgRNA 在体内进行基因多样化。我们进化了糖醇氧化酶,使其底物特异性向甘油转变,将废物转化为有价值的原料。我们鉴定出一种变体,其催化效率提高了 10.5 倍。