Eggerichs Daniel, Weindorf Nils, Weddeling Heiner G, Van der Linden Inja M, Tischler Dirk
Microbial Biotechnology, Ruhr University Bochum, Universitätsstr. 150, 44780, Bochum, Germany.
Commun Chem. 2024 Jun 3;7(1):123. doi: 10.1038/s42004-024-01207-1.
Enzymes are natures' catalysts and will have a lasting impact on (organic) synthesis as they possess unchallenged regio- and stereo selectivity. On the downside, this high selectivity limits enzymes' substrate range and hampers their universal application. Therefore, substrate scope expansion of enzyme families by either modification of known biocatalysts or identification of new members is a key challenge in enzyme-driven catalysis. Here, we present a streamlined approach to rationally select enzymes with proposed functionalities from the ever-increasing amount of available sequence data. In a case study on 4-phenol oxidoreductases, eight enzymes of the oxidase branch were selected from 292 sequences on basis of the properties of first shell residues of the catalytic pocket, guided by the computational tool ACA. Correlations between these residues and enzyme activity yielded robust sequence-function relations, which were exploited by site-saturation mutagenesis. Application of a peroxidase-independent oxidase screening resulted in 16 active enzyme variants which were up to 90-times more active than respective wildtype enzymes and up to 6-times more active than the best performing natural variants. The results were supported by kinetic experiments and structural models. The newly introduced amino acids confirmed the correlation studies which overall highlights the successful logic of the presented approach.
酶是自然界的催化剂,由于其具有无可争议的区域和立体选择性,将对(有机)合成产生持久影响。不利的是,这种高选择性限制了酶的底物范围,阻碍了它们的广泛应用。因此,通过修饰已知生物催化剂或鉴定新成员来扩大酶家族的底物范围是酶促催化中的一个关键挑战。在这里,我们提出了一种简化的方法,从不断增加的可用序列数据中合理选择具有特定功能的酶。在一项关于4-苯酚氧化还原酶的案例研究中,在计算工具ACA的指导下,根据催化口袋第一壳层残基的性质,从292个序列中选择了氧化酶分支的8种酶。这些残基与酶活性之间的相关性产生了可靠的序列-功能关系,通过位点饱和诱变加以利用。应用不依赖过氧化物酶的氧化酶筛选方法,得到了16个活性酶变体,其活性比各自的野生型酶高90倍,比表现最佳的天然变体高6倍。动力学实验和结构模型支持了这些结果。新引入的氨基酸证实了相关研究,总体上突出了所提出方法的成功逻辑。