Lehrstuhl für Biotechnologie, RWTH Aachen University, Aachen, Germany.
Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Halle, Germany.
Biotechnol Bioeng. 2022 Aug;119(8):2076-2087. doi: 10.1002/bit.28110. Epub 2022 May 7.
The combination of diversity generation methods and ultrahigh-throughput screening (uHTS) technologies is key to efficiently explore nature's sequence space and elucidate structure-function relationships of enzymes. Beneficial substitutions often cluster in a few regions and simultaneous amino acid substitutions at multiple positions (e.g., by OmniChange) will likely lead to further improved enzyme variants. An extensive screening effort is required to identify such variants, as the simultaneous randomization of four codons can easily yield over 10 potential enzyme variants. The combination of flow cytometer-based uHTS with cell-free compartmentalization technology using (w/o/w) double emulsions (InVitroFlow), provides analysis capabilities of up to 10 events per hour, thus enabling efficient screening. InVitroFlow is an elegant solution since diversity loss through a transformation of host cells is omitted and emulsion compartments provide a genotype-phenotype linkage through a fluorescence readout. In this study, a multisite saturation mutagenesis and an OmniChange library with four simultaneously saturated positions in the active site of CelA2 cellulase were screened using InVitroFlow. Screening of over 36 million events, yielded a significantly improved cellulase variant CelA2-M3 (H288F/H524Q) with an 8-fold increase in specific activity compared to the parent CelA2-H288F (83.9 U/mg) and a 41-fold increased specific activity (674.5 U/mg) compared to wildtype CelA2 (16.6 U/mg) for the substrate 4-MUC (4-methylumbelliferyl-β d-cellobioside).
多样性产生方法与超高通量筛选 (uHTS) 技术的结合是有效探索自然序列空间和阐明酶结构-功能关系的关键。有益的取代通常聚集在少数区域,并且同时在多个位置进行氨基酸取代(例如,通过 OmniChange)可能会导致进一步改善的酶变体。需要进行广泛的筛选工作来鉴定这些变体,因为同时随机化四个密码子很容易产生超过 10 个潜在的酶变体。基于流式细胞仪的 uHTS 与使用 (w/o/w) 双乳液的无细胞分隔化技术(InVitroFlow)相结合,提供了每小时高达 10 个事件的分析能力,从而实现了高效筛选。InVitroFlow 是一种优雅的解决方案,因为省略了宿主细胞转化导致的多样性损失,并且乳液隔室通过荧光读数提供基因型-表型联系。在这项研究中,使用 InVitroFlow 对 CelA2 纤维素酶活性位点中的四个同时饱和位置进行了多位点饱和突变和 OmniChange 文库的筛选。对超过 3600 万个事件进行筛选,得到了一种显著改善的纤维素酶变体 CelA2-M3(H288F/H524Q),与亲本 CelA2-H288F 相比,比活提高了 8 倍(83.9 U/mg),与野生型 CelA2(16.6 U/mg)相比,比活提高了 41 倍(674.5 U/mg),用于底物 4-MUC(4-甲基伞形酮-β d-纤维二糖苷)。