Directed Evolution of Enzymes for Biocatalytic Applications

Directed molecular evolution is a rapidly growing field revolutionizing the development of biocatalysts with improved properties. This review describes methods to create mutant libraries and assays for rapid screening or selection of desired variants. Selected examples emphasizing the evolution of enzymes for applications in biocatalysis show that it is possible to alter substrate specificity, modulate enantioselectivity and increase enzyme performance under process conditions.     

Micro-colony array based high throughput platform for enzyme library screening

Enzymes are becoming increasingly important tools for synthesizing and modifying fine and bulk chemicals. The availability of biocatalysts which fulfil the requirements of industrial processes is often limited. Recruiting suited enzymes from natural (e.g. metagenomes) and artificial (e.g. directed evolution) biodiversity is based on screening libraries of microbial clones expressing enzyme variants. However, exploring the complex diversity of such libraries needs efficient screening methods. Overcoming the "screening bottleneck" requires rapid high throughput technology allowing the analysis of a large diversity of different enzymes and applying different screening conditions. Facing these facts an efficient and cost effective method for high throughput screening of large enzyme libraries at the colony level was developed. Therefore, ordered high density micro-colony arrays were combined with optical sensor technology and automated image analysis. The system generally allows the simultaneous monitoring of enzyme activities reflected by up to 7000 micro-colonies spotted on a filter in the size of a micro-titer plate. A developed replica option also allows the analysis of clones under varying external conditions. The method was verified by a model screening using esterases and was proved to provide reliable enzyme activity measurements within single micro-colonies allowing the discrimination of activity differences in the range of 10-20%.     

Hydroxynitrile lyases: Functions and properties

Plant hydroxynitrile lyases (Hnl) have attracted the attention of bioorganic scientists for more than 90 years. However, the most important increase in knowledge of this class of enzymes has only arisen in the recent decade. The industrial application of these enzymes as biocatalysts for the synthesis of enantiomerically pure α-cyanohydrins may be responsible for the growing interest in this area.
The Hnls are involved in the catabolic degradation of cyanogenic glycosides, releasing HCN which serves as defense agent against herbivores and microbial attack, or as a nitrogen source. Hydroxynitrile lyases from various plant families appear to represent a new example of enzymes that originated from the convergent evolution of different precursor proteins. The enzymes have been classified into non-FAD- and FAD-containing proteins. FAD-containing enzymes have been isolated exclusively from the Rosaceae, whereas the FAD-independent Hnls, which are more heterogenous in structure, have been characterized from various plant families (Poaceae, Euphorbiaceae, Linaceae, Olacaceae. Filitaceae). The aim of this review is to present a general survey of the natural function and localization of this class of enzymes and a comprehensive summary of the biochemical and genetic data of the isolated proteins.     

A flow cytometry-based screening system for directed evolution of proteases

Proteases are industrially important enzymes but often have to be improved for their catalytic efficiency and stabilities to suit applications. Flow cytometry screening technology based on in vitro compartmentalization in double emulsion had been developed and applied on directed evolution of paraoxonase and β-galactosidase. Further advancements of flow cytometry-based screening technologies will enable an ultra-high throughput of variants offering novel opportunities in directed enzyme evolution under high mutational loads. For the industrially important enzyme class of proteases, a first flow cytometry-based screening system for directed protease evolution has been developed based on an extracellular protease-deficient Bacillus subtilis strain (WB800N), a model protease (subtilisin Carlsberg), and a water-in-oil-in-water double-emulsion technology. B. subtilis WB800N cells are encapsulated in double emulsion with a fluorogenic substrate (rhodamine 110-containing peptide), allowing the screening of protease variants in femtoliter compartments at high throughput. The protease screening technology was validated by employing an epPCR mutant library with a high mutational load and screened for increased resistance toward the inhibitor antipain dihydrochloride. A variant (K127R, T237P, M239I, I269V, Y310F, I372V) with an improved relative resistance was isolated from a small population of active variants, validating the reported protease flow cytometry screening technology for increased inhibitor resistance.     

From molecular engineering to process engineering: development of high-throughput screening methods in enzyme directed evolution

With increasing concerns in sustainable development, biocatalysis has been recognized as a competitive alternative to traditional chemical routes in the past decades. As nature’s biocatalysts, enzymes are able to catalyze a broad range of chemical transformations, not only with mild reaction conditions but also with high activity and selectivity. However, the insufficient activity or enantioselectivity of natural enzymes toward non-natural substrates limits their industrial application, while directed evolution provides a potent solution to this problem, thanks to its independence on detailed knowledge about the relationship between sequence, structure, and mechanism/function of the enzymes. A proper high-throughput screening (HTS) method is the key to successful and efficient directed evolution. In recent years, huge varieties of HTS methods have been developed for rapid evaluation of mutant libraries, ranging from in vitro screening to in vivo selection, from indicator addition to multi-enzyme system construction, and from plate screening to computation- or machine-assisted screening. Recently, there is a tendency to integrate directed evolution with metabolic engineering in biosynthesis, using metabolites as HTS indicators, which implies that directed evolution has transformed from molecular engineering to process engineering. This paper aims to provide an overview of HTS methods categorized based on the reaction principles or types by summarizing related studies published in recent years including the work from our group, to discuss assay design strategies and typical examples of HTS methods, and to share our understanding on HTS method development for directed evolution of enzymes involved in specific catalytic reactions or metabolic pathways.

     

Enzyme-mediated hydrogel encapsulation of single cells for high-throughput screening and directed evolution of oxidoreductases

Directed evolution of oxidoreductases to improve their catalytic properties is being ardently pursued in the industrial, biotechnological, and biopharma sectors. Hampering this pursuit are current enzyme screening methods that are limited in terms of throughput, cost, time, and complexity. We present a directed evolution strategy that allows for large-scale one-pot screening of glucose oxidase (GOx) enzyme libraries in well-mixed homogeneous solution. We used GOx variants displayed on the outer cell wall of yeasts to initiate a cascade reaction with horseradish peroxidase (HRP), resulting in peroxidase-mediated phenol cross-coupling and encapsulation of individual cells in well-defined fluorescent alginate hydrogel shells within ~10 min in mixed cell suspensions. Following application of denaturing stress to whole-cell GOx libraries, only cells displaying GOx variants with enhanced stability or catalytic activity were able to carry out the hydrogel encapsulation reaction. Fluorescence-activated cell sorting was then used to isolate the enhanced variants. We characterized three of the newly evolved Aspergillus niger GOx enzyme sequences and found up to ~5-fold higher specific activity, enhanced thermal stability, and differentiable glycosylation patterns. By coupling intracellular gene expression with the rapid formation of an extracellular hydrogel capsule, our system improves high-throughput screening for directed evolution of H ₂O ₂-producing enzymes many folds.     

Development and application of a screening assay for glycoside phosphorylases

Glycoside phosphorylases (GPs) are interesting enzymes for the glycosylation of chemical molecules. They require only a glycosyl phosphate as sugar donor and an acceptor molecule with a free hydroxyl group. Their narrow substrate specificity, however, limits the application of GPs for general glycoside synthesis. Although an enzyme’s substrate specificity can be altered and broadened by protein engineering and directed evolution, this requires a suitable screening assay. Such a screening assay has not yet been described for GPs. Here we report a screening procedure for GPs based on the measurement of released inorganic phosphate in the direction of glycoside synthesis. It appeared necessary to inhibit endogenous phosphatase activity in crude Escherichia coli cell extracts with molybdate, and inorganic phosphate was measured with a modified phosphomolybdate method. The screening system is general and can be used to screen GP enzyme libraries for novel donor and acceptor specificities. It was successfully applied to screen a residue E649 saturation mutagenesis library of Cellulomonas uda cellobiose phosphorylase (CP) for novel acceptor specificity. An E649C enzyme variant was found with novel acceptor specificity toward alkyl β-glucosides and phenyl β-glucoside. This is the first report of a CP enzyme variant with modified acceptor specificity.     

Colorimetric Assays for Quantitative Analysis and Screening of Epoxide Hydrolase Activity

Focusing on directed evolution to tailor enzymes as usable biocatalysts for fine chemistry, we have studied in detail several colorimetric assays for quantitative analysis of epoxide hydrolase (EH) activity. In particular, two assays have been optimized to characterize variants issued from the directed evolution of the EH from Aspergillus niger. Assays described in this paper are sufficiently reliable for quantitative screening of EH activity in microtiter plates and are low cost alternatives to GC or MS analysis. Moreover, they are usable for various epoxides and not restricted to a type of substrate, such as those amenable to assay by UV absorbancy. They can be used to assay EH activity on any epoxide and to directly assay enantioselectivity when both (R) and (S) substrates are available. The advantages and drawbacks of these two methods to assay EH activity of a large number of natural samples are summarized.     

Use of directed evolution of mammalian cytochromes P450 for investigating the molecular basis of enzyme function and generating novel biocatalysts

Directed evolution has been successfully applied to the design of industrial biocatalysts for enhanced catalytic efficiency and stability, and for examining the molecular basis of enzyme function. Xenobiotic-metabolizing mammalian cytochromes P450 with their catalytic versatility and broad substrate specificity offer the possibility of widespread applications in industrial synthesis, medicine, and bioremediation. However, the requirement for NADPH-cytochrome P450 reductase, often cytochrome b5, and an expensive cofactor, NADPH, complicates the design of mammalian P450 enzymes as biocatalysts. Recently, Guengerich and colleagues have successfully performed directed evolution of P450s 1A2 and 2A6 initially by using colony-based colorimetric and genotoxicity screening assays, respectively, followed by in vitro fluorescence-based activity screening assays. More recently, our laboratory has developed a fluorescence-based in vitro activity screening assay system for enhanced catalytic activity of P450s 2B1 and 3A4. The studies indicate an important role of amino acid residues outside of the active site, which would be difficult to target by other methods. The approach can now be expanded to design these as well as new P450s using more targeted substrates of environmental, industrial, and medical importance.     

蛋白质定向进化的研究进展

在工业生物催化过程和生物细胞工厂构建方面,蛋白质定向进化被广泛地应用于酶的分子改造.蛋白质定向进化不仅可以针对某一目的蛋白进行改造,还可以改善代谢途径、优化代谢网络、获得期望表型细胞.为了获得更高效的突变效率,快捷、高通量的筛选方法,提高蛋白质定向进化的效果,研究者不断开发蛋白质体内、体外进化方法,取得了新的进展和应用.本文介绍了最近发展的蛋白质定向进化技术的原理、方法及特点,总结了突变文库的筛选方法和蛋白质定向进化的最新应用,最后讨论了蛋白质定向进化存在的挑战和未来发展方向.     

Selective immobilization of Bacillus subtilis lipase A from cell culture supernatant: Improving catalytic performance and thermal resistance

Bacillus subtilis lipase A (BSLA) has been extensively studied through protein engineering; however, its immobilization and behavior as an insoluble biocatalyst have not been extensively explored. In this work, for the first time, a direct immobilization of recombinant BSLA from microbial culture supernatant was reported, using chemically modified porous with different electrostatic, hydrophobic, hydrophilic, and hydrophilic−hydrophobic enzyme-support interactions. The resulting biocatalysts were evaluated based on their immobilization kinetics, activity expression (pH 7.4), thermal stability (50 °C), solvent resistance and substrate preference. Biocatalysts obtained using glyoxyl silica support resulted in the selective immobilization of BSLA, resulting in an activity recovery of 50 % and an outstanding aqueous stabilization factor of 436, and 9.5 in isopropyl alcohol, compared to the free enzyme. This selective immobilization methodology of BSLA allows to efficiently generate immobilized biocatalysts, thus avoiding laborious purification steps from cell culture supernatant, which is usually a limiting step when large amounts of enzyme variants or candidates are assessed as immobilized biocatalysts. Direct enzyme immobilization from cell supernatant provides an interesting tool which can be used to facilitate the development and assessment of immobilized biocatalysts from engineered enzyme variants and mutant libraries, especially in harsh conditions, such as high temperatures or non-aqueous solvents, or against non-water-soluble substrates. Furthermore, selective immobilization approaches from cell culture supernatant or clarified lysates could help bridging the gap between protein engineering and enzyme immobilization, allowing for the implementation of immobilization steps in high throughput enzyme screening platforms for their potential use in directed evolution campaigns.     

Directed evolution: selecting today's biocatalysts

Directed evolution has become a full-grown tool in molecular biology nowadays. The methods that are involved in creating a mutant library are extensive and can be divided into several categories according to their basic ideas. Furthermore, both screening and selection can be used to target the enzyme towards the desired direction. Nowadays, this technique is broadly used in two major applications: (industrial) biocatalysis and research. In the first field enzymes are engineered in order to produce suitable biocatalysts with high catalytic activity and stability in an industrial environment. In the latter area methods are established to quickly engineer new enzymes for every possible catalytic step, thereby creating a universal biotechnological toolbox. Furthermore, directed evolution can be used to try to understand the natural evolutionary processes. This review deals with new mutagenesis and recombination strategies published recently. A full overview of new methods for creating more specialised mutant libraries is given. The importance of selection in directed evolution strategies is being exemplified by some current successes including the beta-lactam acylases.     

Ultra-high-throughput screening based on cell-surface display and fluorescence-activated cell sorting for the identification of novel biocatalysts

Enzyme libraries displayed on the surface of microbial cells or microbeads can be screened with fluorogenic substrates that provide a physical linkage of the reaction product to the corresponding enzyme. Libraries exceeding 10(9) different variants can be quantitatively analysed and screened by flow cytometry at a rate of 30 000 cells/second. The promise of screening methods based on fluorescence-activated cell sorting for directed enzyme evolution is being realized and significantly improved enzymes have been reported recently.     

A new colorimetric assay for glutathione transferase-catalyzed halogen ion release for high-throughput screening

Glutathione transferases (GSTs; EC 2.5.1.18) form a group of multifunctional enzymes catalyzing the conjugation of a broad range of toxicologically important halogenated compounds to the tripeptide glutathione (GSH) with concomitant halogen ion release. In the present work, a rapid quantitative screening method for GSTs based on colorimetric measurement of halogen ions released from halogenated xenobiotics was developed. The assay is based on the color formation resulting from the reaction of Hg(SCN)₂ with the released halogen ion of the substrate in the presence of Fe³⁺. The color intensity is proportional to the extent of the catalytic reaction, allowing a quantitative measurement of the GST catalytic activity. The assay can be performed using purified recombinant enzyme (the isoenzyme GmGSTU4-4 from Glycine max) or crude recombinant Escherichia coli cell lysates in 96-well microtiter plates. The suitability of the colorimetric assay for screening mutant GST variants derived from a directed evolution library was successfully evaluated. In addition, the assay was also used for screening GST synthetic inhibitors. It was concluded that the proposed colorimetric assay is selective and sensitive and allows the screening of large numbers of samples within a few minutes.     

随机突变文库构建与筛选研究进展

定向进化是一个循环过程,在构建多样化基因序列和筛选功能基因变体之间交替进行.该技术目前已被广泛应用于DNA序列、基因功能和蛋白质结构的优化和分析.定向进化包括随机基因文库的生成、基因在合适宿主中的表达和突变文库的筛选.构建基因文库的关键是库容量和突变多样性,而筛选变体的关键是高灵敏度和高通量.文中讨论了定向进化技术的最...     

Directed evolution of enzymes for applied biocatalysis

Directed evolution has rapidly emerged as a powerful new strategy for improving the characteristics of enzymes in a targeted manner. By coupling various protocols for generating large variant libraries of genes, together with high-throughput screens that select for specific properties of an enzyme, such as thermostability, catalytic activity and substrate specificity, it is now possible to optimize biocatalysts for specific applications. However, further work is required to broaden the range of screens that can be used, particularly in terms of reaction type, such as hydroxylation and carbon-carbon bond formation, and functional characteristics, such as enantioselectivity and regioselectivity, so that directed evolution can be used in a routine manner for biocatalyst development.     

Directed evolution and the creation of enantioselective biocatalysts

Directed evolution has emerged as a key technology to generate enzymes with new or improved properties that are of major importance to the biotechnology industry. A directed evolution approach starts with the identification of a target enzyme to be optimized and the cloning of the corresponding gene. An efficient expression system is needed before the target gene is subjected to random mutagenesis and/or in vitro recombination, thereby creating molecular diversity. Subsequently, improved enzyme variants are identified, preferably after being secreted into culture medium, by screening or selection for the desired property. The genes encoding the improved enzymes are then used to parent the next round of directed evolution. Enantioselectivity is a biocatalyst property of major biotechnological importance that is, however, difficult to deal with. We discuss recent examples of creating enantioselective biocatalysts by directed evolution.     

Engineered enzymes for chemical production

In order to enable competitive manufacturing routes, most biocatalysts must be tailor-made for their processes. Enzymes from nature rarely have the combined properties necessary for industrial chemical production such as high activity and selectivity on non-natural substrates and toleration of high concentrations of organic media over the wide range of conditions (decreasing substrate, increasing product concentrations, solvents, etc.,) that will be present over the course of a manufacturing process. With the advances in protein engineering technologies, a variety of enzyme properties can be altered simultaneously, if the appropriate screening parameters are employed. Here we discuss the process of directed evolution for the generation of commercially viable biocatalysts for the production of fine chemicals, and how novel approaches have helped to overcome some of the challenges.     

Colorimetric endpoint assay for enzyme-catalyzed iodide ion release for high-throughput screening in microtiter plates

Efforts are being made to engineer enzymes with enhanced activities against haloalkanes, a toxicologically important class of compounds widely used and frequently occurring in the environment. Here we describe a facile, inexpensive, and robust method for the screening of libraries of mutated enzymes with iodoalkane substrates. Iodide formed in the enzymatic reaction is oxidized to iodine, which in the presence of starch gives blue color that can be measured at 610nm or scored with the human eye. The assay can be performed with enzymes in crude cell lysates in 96-wells microtiter plates. Expression clones of several glutathione transferases showed diverse activities with different iodoalkanes, and a mutant library of human glutathione transferase A1-1 expressed variants with enhanced substrate selectivities.     

An optimized ATP/PP(i)-exchange assay in 96-well format for screening of adenylation domains for applications in combinatorial biosynthesis

We report a new format for measuring ATP/[(32)P]pyrophosphate exchange in a higher throughput assay of adenylation domains (A-domains) of non-ribosomal peptide synthetases. These enzymes are key specificity determinants in the assembly line biosynthesis of non-ribosomal peptides, an important class of natural products with an activity spectrum ranging from antibiotic to antitumor activities. Our assay in 96-well format allows the rapid measurement of approximately 1000 data points per week as a basis for precise assessment of the kinetics of A-domains. The assay also allows quantitative high-throughput screening of the substrate specificity of A-domains identifying alternative, promiscuous substrates. We show that our assay is able to give high quality data for the T278A mutant of the A-domain of the tyrocidine synthetase module TycA with a 330-fold lower k(cat)/K(M). The large dynamic range of this assay will be useful for the screening of libraries of mutant A-domains. Finally we describe and evaluate a procedure for the high-throughput purification of A-domains in 96-well format for the latter purpose. Our approach will be of utility for mechanistic analysis, substrate profiling and directed evolution of the A-domains, to ultimately enable the combinatorial biosynthesis of non-natural analogues of non-ribosomal peptides that may have potential as alternative drug candidates.