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Directed evolution of Rhodotorula gracilisd-amino acid oxidase using single-cell hydrogel encapsulation and ultrahigh-throughput screening
Journal
Reaction Chemistry and Engineering
Number
8
Pages / Article-Number
1960-1968
Abstract
Engineering catalytic and biophysical properties of enzymes is an essential step en route to advanced biomedical and industrial applications. Here, we developed a high-throughput screening and directed evolution strategy relying on single-cell hydrogel encapsulation to enhance the performance of D -Amino acid oxidase from Rhodotorula gracilis ( Rg DAAOx), a candidate enzyme for cancer therapy. We used a cascade reaction between Rg DAAOx variants surface displayed on yeast and horseradish peroxidase (HRP) in the bulk media to trigger enzyme-mediated crosslinking of phenol-bearing fluorescent alginate macromonomers, resulting in hydrogel formation around single yeast cells. The fluorescent hydrogel capsules served as an artificial phenotype and basis for pooled library screening by fluorescence activated cell sorting (FACS). We screened a Rg DAAOx variant library containing ∼10 6 clones while lowering the D -Ala substrate concentration over three sorting rounds in order to isolate variants with low K m . After three rounds of FACS sorting and regrowth, we isolated and fully characterized four variants displayed on the yeast surface. We identified variants with a more than 5-fold lower K m than the parent sequence, with an apparent increase in substrate binding affinity. The mutations we identified were scattered across the Rg DAAOx structure, demonstrating the difficulty in rationally predicting allosteric sites and highlighting the advantages of scalable library screening technologies for evolving catalytic enzymes.
