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利用单细胞水凝胶封装和超高通量筛选对D-氨基酸氧化酶进行定向进化。

Directed evolution of d-amino acid oxidase using single-cell hydrogel encapsulation and ultrahigh-throughput screening.

作者信息

Küng Christoph, Vanella Rosario, Nash Michael A

机构信息

Institute of Physical Chemistry, Department of Chemistry, University of Basel 4058 Basel Switzerland

Department of Biosystems Science and Engineering, ETH Zurich 4058 Basel Switzerland.

出版信息

React Chem Eng. 2023 Apr 20;8(8):1960-1968. doi: 10.1039/d3re00002h. eCollection 2023 Jul 25.

Abstract

Engineering catalytic and biophysical properties of enzymes is an essential step 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 (DAAOx), a candidate enzyme for cancer therapy. We used a cascade reaction between 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 DAAOx variant library containing ∼10 clones while lowering the d-Ala substrate concentration over three sorting rounds in order to isolate variants with low . 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 than the parent sequence, with an apparent increase in substrate binding affinity. The mutations we identified were scattered across the DAAOx structure, demonstrating the difficulty in rationally predicting allosteric sites and highlighting the advantages of scalable library screening technologies for evolving catalytic enzymes.

摘要

改造酶的催化和生物物理特性是推进生物医学和工业应用的关键一步。在此,我们开发了一种基于单细胞水凝胶包封的高通量筛选和定向进化策略,以提高d-氨基酸氧化酶(DAAOx)的性能,DAAOx是一种癌症治疗的候选酶。我们利用酵母表面展示的DAAOx变体与大量培养基中的辣根过氧化物酶(HRP)之间的级联反应,触发含酚荧光藻酸盐大分子单体的酶介导交联,从而在单个酵母细胞周围形成水凝胶。荧光水凝胶胶囊作为一种人工表型,是通过荧光激活细胞分选(FACS)进行混合文库筛选的基础。我们筛选了一个包含约10个克隆的DAAOx变体文库,同时在三轮分选过程中降低d-Ala底物浓度,以分离低Km值的变体。经过三轮FACS分选和再生长,我们分离并全面表征了酵母表面展示的四个变体。我们鉴定出的变体Km值比亲本序列低5倍以上,底物结合亲和力明显增加。我们鉴定出的突变分散在DAAOx结构中,这表明合理预测变构位点存在困难,并突出了可扩展文库筛选技术在进化催化酶方面的优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/729c/10366730/3798fd7a0c85/d3re00002h-f1.jpg

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