New approaches to enzymatic glycoside synthesis through directed evolution

The expanding field of glycobiology requires tools for the synthesis of structurally defined oligosaccharides and glycoconjugates, while any potential therapeutic applications of sugar-based derivates would require access to substantial quantities of such compounds. Classical chemical approaches are not well suited for such large-scale syntheses, thus enzymatic approaches are sought. Traditional routes to the enzymatic assembly of oligosaccharides have involved the use of either Nature’s own biosynthetic enzymes, the glycosyl transferases, or glycosidases run in transglycosylation mode. However, each approach has drawbacks that have limited its application. Glycosynthases are mutant glycosidases in which the catalytic nucleophile has been replaced by mutation, inactivating them as hydrolases. When used in conjunction with glycosyl fluorides of the opposite anomeric configuration to that of the substrate, these enzymes function as highly efficient transferases, frequently giving stoichiometric yields of products. Further improvements can be obtained through directed evolution of the gene encoding the enzyme in question, but this requires the ability to screen very large libraries of catalysts. In this review we survey new screening methods for the formation of glycosidic linkages using high-throughput techniques, such as FACS, chemical complementation, and robot-assisted ELISA assays. Enzymes were evolved to have higher catalytic activity with their natural substrates, to show altered substrate specificities or to be promiscuous for efficient application in oligosaccharide, glycolipid, and glycoprotein synthesis.     

Enhanced thermostability and tolerance of high substrate concentration of an esterase by directed evolution

A newly isolated enantioselective esterase from Pseudomonas fluorescens KCTC 1767, which is currently considered as a biocatalyst for the production of a commercially valuable (S)-ketoprofen, has revealed a low structural and thermal stability. In order to enhance the stability, directed evolution was attempted on this enantioselective esterase by successive steps of an error prone and staggered extension PCR. After the second round of evolution, the best mutant 6–52 with enhanced thermal stability was selected and analyzed. DNA sequence analyses of 6–52 revealed that the three amino acid residues (L120P, I208V, and T249A) were changed and the mutation L120P was presumed as a structurally important residue due to its presence in all positive variants. The purified mutant 6–52, when incubated at 50 and 55 °C for 2 h, remained its activity over 30 and 10%, respectively, whereas there were no detectable activities in wild-type enzyme. The analysis of 6–52 in the presence of 15% ethanol showed 1.8-fold increase in the activity, compared to that of wild-type enzyme. The K_m and V_max values of 6–52 were estimated to be slightly increased, leading to 1.2-fold-higher the catalytic efficacy k_cat/K_m than that of wild-type enzyme. Additionally, the mutant 6–52 was more resistant to high substrate concentrations than that of wild-type enzyme.     

Advances in directed molecular evolution of reporter genes

Many reporter genes, such as gfp, gusA, and lacZ, are widely used for research into plants, animals, and microorganisms. Reporter genes, which offer high levels of sensitivity and convenience of detection, have been utilized in transgenic technology, promoter analysis, drug screening, and other areas. Directed molecular evolution is a powerful molecular tool for the creation of designer proteins for industrial and research applications, including studies of protein structure and function. Directed molecular evolution is based mainly on in vitro recombination methods, such as error-prone PCR and DNA shuffling. The strategies of directed evolution of enzyme biocatalysts have been the subject of several recent reviews. Here, we briefly summarize successes in the field of directed molecular evolution of reporter genes and discuss some of the applications.     

A p-nitrothiophenolate screening system for the directed evolution of a two-component epoxygenase (StyAB)

Epoxygenases are attractive enzymes for synthesizing important chemical synthons. Directed evolution of epoxygenase properties to production demands have been limited until recently by a lack of screening systems. The previously reported p-nitrothiophenolate (pNTP) screening system was validated through improving styrene epoxidation activity of P450 BM-3 from Bacillus megaterium. Unlike the catalytically self-sufficient P450 BM-3, most epoxygenases are multi-component systems and often significantly less active. We improved the pNTP screening system for a two-component epoxygenase, styrene monooxygenase StyAB from Pseudomonas species, by enhancing the sensitivity of the pNTP assay from 400 to 140 μM and reducing styrene evaporation from 72 to 52%. These improvements were achieved using methylated β-cyclodextrins (mβ-CD) as inclusion host for styrene. Incorporation of mβ-CD increases styrene availability over the assay period and thus enables screening for improved mutants. The pNTP screening procedure for StyAB was subsequently verified in 96-well microtiter plate screens by gas chromatography analysis of styrene conversions.     

An efficient method for mutant library creation in Pichia pastoris useful in directed evolution

Abstract

The yeast Pichia pastoris is being increasingly used as a host for expressing enzymes on a large scale, but application in directed evolution requiring efficient expression of libraries of mutants is hampered due to the time-consuming multistep procedure which includes an intermediate bacterial host (Escherichia coli). Here we introduce a fast and highly simplified method to produce gene libraries in P. pastoris expression vectors. For the purpose of illustration, Galactomyces geotrichum lipase 1 (GGL1) was used as the catalyst in the enantioselective hydrolytic kinetic resolution of 2-methyldecanoic acid p-nitrophenyl ester, the gene mutagenesis method being saturation mutagenesis. The phosphorylated linear plasmid which is integrated in the yeast genome was obtained by combination of partially overlapped fragments using overlap-extension PCR. An intermediate bacterial host is not necessary, neither are restriction enzymes. This method is also applicable when using error-prone PCR for library creation in directed evolution.     

Improvement of thermostable aldehyde dehydrogenase by directed evolution for application in Synthetic Cascade Biomanufacturing

The aldehyde dehydrogenase from Thermoplasma acidophilum, which was previously implemented as a key enzyme in a synthetic cell-free reaction cascade for the production of alcohols, was optimized by directed evolution. Improvements have been made to enhance reaction velocity and solubility. Using a random approach followed by site-directed and saturation mutagenesis, three beneficial amino acid mutations were found after screening of ca. 20,000 variants. Mutation Y399C enhanced the protein solubility after recombinant expression in Escherichia coli 6-fold. Two further mutations, F34M and S405N, enhanced enzyme activity with the cofactor NAD⁺ by a factor of eight. Impacts on enzyme stability and substrate specificity were negligible.     

Improved PCR method for the creation of saturation mutagenesis libraries in directed evolution: application to difficult-to-amplify templates

Saturation mutagenesis constitutes a powerful method in the directed evolution of enzymes. Traditional protocols of whole plasmid amplification such as Stratagene’s QuikChange™ sometimes fail when the templates are difficult to amplify. In order to overcome such restrictions, we have devised a simple two-primer, two-stage polymerase chain reaction (PCR) method which constitutes an improvement over existing protocols. In the first stage of the PCR, both the mutagenic primer and the antiprimer that are not complementary anneal to the template. In the second stage, the amplified sequence is used as a megaprimer. Sites composed of one or more residues can be randomized in a single PCR reaction, irrespective of their location in the gene sequence.The method has been applied to several enzymes successfully, including P450-BM3 from Bacillus megaterium, the lipases from Pseudomonas aeruginosa and Candida antarctica and the epoxide hydrolase from Aspergillus niger. Here, we show that megaprimer size as well as the direction and design of the antiprimer are determining factors in the amplification of the plasmid. Comparison of the results with the performances of previous protocols reveals the efficiency of the improved method. Joaquin Sanchis, Layla Fernández, and J. Daniel Carballeira contributed equally.     

Extending the capabilities of nature's most versatile catalysts: directed evolution of mammalian xenobiotic-metabolizing P450s

Cytochrome P450 enzymes are amongst the most versatile enzymatic catalysts known. The ability to introduce a single atom of oxygen into an organic substrate has led to the diversification and exploitation of these enzymes throughout nature. Nowhere is this versatility more apparent than in the mammalian liver, where P450 monooxygenases catalyze the metabolic clearance of innumerate drugs and other environmental chemicals. In addition to the aromatic and aliphatic hydroxylations, N- and O-dealkylations, and heteroatom oxidations that are common in drug metabolism, many more unusual reactions catalyzed by P450s have been discovered, including reductions, group transfers and other biotransformations not typically associated with monooxygenases. A research area that shows great potential for development over the next few decades is the directed evolution of P450s as biocatalysts. Mammalian xenobiotic-metabolizing P450s are especially well suited to such protein engineering due to their ability to interact with relatively wide ranges of substrates with marked differences in structure and physicochemical properties. Typical characteristics, such as the low turnover rates and poor coupling seen during the metabolism of xenobiotics, as well as the enzyme specificity towards particular substrates and reactions, can be improved by directed evolution. This mini-review will cover the fundamental enabling technologies required to successfully engineer P450s, examine the work done to date on the directed evolution of mammalian forms, and provide a perspective on what will be required for the successful implementation of engineered enzymes.     

Improved thermostability and the optimum temperature of Rhizopus arrhizus lipase by directed evolution

To expand the functionality of lipase from Rhizopus arrhizus (RAL) we have used error-prone PCR and DNA shuffling methods to create RAL mutants with improved thermostability and the optimum temperature. One desirable mutant with three amino acids substitution was obtained. The mutated lipase was purified and characterized. The optimum temperature of the mutant lipase was higher by 10 °C than that of the wild-type RAL (WT-RAL). In addition, the thermostability characteristic of the mutant was also improved as the result of directed evolution. The half-life (T_1/2) at 50 °C of the mutant exceeded those of WT-RAL by 12-fold. To confirm which substitution contributed to enhance thermostability and the optimum temperature for lipase activity, three chimeric lipases: chimeric lipase 1(CL-1; A9T), chimeric lipase 2 (CL-2; E190V) and chimeric lipase 3 (CL-3; M225I) from the WT-RAL gene were constructed. Each of the chimeric enzymes was purified and characterized. Amino acid substitution at position 190 was determined to be critical for lipase thermostability and the optimum temperature, while the residue at position 9 and 225 had only marginal effect. The mutational effect is interpreted according to a simulated three-dimensional structure for the mutant lipase.     

Optimization of protein-based volumetric optical memories and associative processors by using directed evolution

The potential use of proteins in device applications has advanced in large part due to significant advances in the methods and procedures of protein engineering, most notably, directed evolution. Directed evolution has been used to tailor a broad range of enzymatic proteins for pharmaceutical and industrial applications. Thermal stability, chemical stability, and substrate specificity are among the most common phenotypes targeted for optimization. However, in vivo screening systems for photoactive proteins have been slow in development. A high-throughput screening system for the photokinetic optimization of photoactive proteins would promote the development of protein-based field-effect transistors, artificial retinas, spatial light modulators, photovoltaic fuel cells, three-dimensional volumetric memories, and optical holographic processors. This investigation seeks to optimize the photoactive protein bacteriorhodopsin (BR) for volumetric optical and holographic memories. Semi-random mutagenesis and in vitro screening were used to create and analyze nearly 800 mutants spanning the entire length of the bacterio-opsin (bop) gene. To fully realize the potential of BR in optoelectronic environments, future investigations will utilize global mutagenesis and in vivo screening systems. The architecture for a potential in vivo screening system is explored in this study. We demonstrate the ability to measure the formation and decay of the red-shifted O-state within in vivo colonies of Halobacterium salinarum, and discuss the implications of this screening method to directed evolution. These authors contributed equally to this work.     

Enhanced acylation activity of esterase BioH from Escherichia coli by directed evolution towards improved hydrolysis activity

Esterase BioH is a critical enzyme for Biotin synthesis in Escherichia coli, which has been previously found to be active in the acylation of secondary alcohols and amines. Directed evolution towards improved acylation activity requires a high-throughput screening method. The aim of this study is to explore whether the acylation activity of BioH can be improved by directed evolution of its hydrolysis activity. A colorimetric method based on p-nitrophenyl butyrate hydrolysis was adopted in the high-throughput determination of hydrolysis activity. The wild-type BioH showed a hydrolysis activity of 18 U/mg, and the specific activities for α-phenylethanol and α-phenylethylamine acylation were 12.8 U/mg and 3.5 U/mg, respectively. After two rounds of directed evolution, seven mutants with improved hydrolysis activity were obtained, among which, K213E, Q70L/M170T and M197L/K213E also showed improvement in acylation activity. To further improve the acylation activity, site mutations were generated in different combinations at the four hot spots Q70L, M170T, M197L and K213E. Among the resulting mutants, Q70L/M197L/K213E showed the highest activity in α-phenylethylamine acylation with a 120% improvement, while Q70L/K213E had the highest α-phenylethanol acylation activity, which was improved by 70%. The results demonstrated that directed evolution of the hydrolysis activity might be a possible approach to improve the acylation activity of the esterase BioH.     

Enhancement of thermostability of fungal deglycating enzymes by directed evolution

Fructosyl peptide oxidases are valuable for the determination of glycoproteins such as hemoglobin A1c. For practical use in clinical diagnosis, we applied directed evolution to improve the thermostability of these enzymes. After two rounds of random mutagenesis and high-throughput screening, six thermostabilizing amino acid substitutions were identified. Therefore, site-directed and cassette mutageneses were applied to combine these six stabilizing mutations. The simultaneous mutants showed that the stabilizing effect of the amino acid replacement was cumulative. The sextuple mutant enzyme, R94K/G184D/F265L/N272D/H302R/H388Y, had a half-life of thermal inactivation at 50°C that was 79.8-fold longer than that of the parental fructosyl peptide oxidase. The thermostable variants also showed increased tolerance to digestion by a protease. The sextuple mutant enzyme did not lose its activity on incubation with neutral protease, while the wild-type enzyme almost completely lost its activity. Furthermore, three amino acid substitutions were introduced into another fructosyl peptide oxidase with a different substrate specificity. The half-life of inactivation at 50°C was 3.61-fold longer than that of the parent enzyme. These engineered fructosyl peptide oxidases will be useful for industrial application to clinical diagnosis.     

A new approach to directed gene evolution by recombined extension on truncated templates (RETT)

We describe a new approach to in vitro DNA recombination technique termed recombined extension on truncated templates (RETT). RETT generates random recombinant gene library by template-switching of unidirectionally growing polynucleotides from primers in the presence of unidirectional single-stranded DNA fragments used as templates. RETT was applied to the recombination of two homologous chitinase genes from S. marcescens ATCC 21074 and S. liquefaciens GM1403. When the shuffled genes were examined by restriction mapping and sequence analysis, it was found that chimeric genes were produced at a high frequency (more than 70%) between two chitinase genes with 83% of sequence identity. The number of crossovers within each chimeric gene ranged from one to four, and the recombination points were randomly distributed along entire DNA sequence. We also applied RETT to directed evolution of a chitinase variant for enhancing thermostability. Chimeric chitinases that were more thermostable than the parental enzyme were successfully obtained by RETT-based recombination.     

A system for the directed evolution of the insecticidal protein from Bacillus thuringiensis

Theoretically, the activity of AB-type toxin molecules such as the insecticidal toxin (Cry toxin) from B. thuringiensis, which have one active site and two binding site, is improved in parallel with the binding affinity to its receptor. In this experiment, we tried to devise a method for the directed evolution of Cry toxins to increase the binding affinity to the insect receptor. Using a commercial T7 phage-display system, we expressed Cry1Aa toxin on the phage surface as fusions with the capsid protein 10B. These recombinant phages bound to a cadherin-like protein that is one of the Cry1Aa toxin receptors in the model target insect Bombyx mori. The apparent affinity of Cry1Aa-expressing phage for the receptor was higher than that of Cry1Ab-expressing phage. Phages expressing Cry1Aa were isolated from a mixed suspension of phages expressing Cry1Ab and concentrated by up to 130,000-fold. Finally, random mutations were made in amino acid residues 369–375 in domain 2 of Cry1Aa toxin, the mutant toxins were expressed on phages, and the resulting phage library was screened with cadherin-like protein-coated beads. As a result, phages expressing abnormal or low-affinity mutant toxins were excluded, and phages with high-affinity mutant toxins were selected. These results indicate that a method combining T7 phage display with selection using cadherin-like protein-coated magnetic beads can be used to increase the activity of easily obtained, low-activity Cry toxins from bacteria.     

A statistical analysis of random mutagenesis methods used for directed protein evolution

We have developed a statistical method named MAP (mutagenesis assistant program) to equip protein engineers with a tool to develop promising directed evolution strategies by comparing 19 mutagenesis methods. Instead of conventional transition/transversion bias indicators as benchmarks for comparison, we propose to use three indicators based on the subset of amino acid substitutions generated on the protein level: (1) protein structure indicator; (2) amino acid diversity indicator with a codon diversity coefficient; and (3) chemical diversity indicator. A MAP analysis for a single nucleotide substitution was performed for four genes: (1) heme domain of cytochrome P450 BM-3 from Bacillus megaterium (EC 1.14.14.1); (2) glucose oxidase from Aspergillus niger (EC 1.1.3.4); (3) arylesterase from Pseudomonas fluorescens (EC 3.1.1.2); and (4) alcohol dehydrogenase from Saccharomyces cerevisiae (EC 1.1.1.1). Based on the MAP analysis of these four genes, 19 mutagenesis methods have been evaluated and criteria for an ideal mutagenesis method have been proposed. The statistical analysis showed that existing gene mutagenesis methods are limited and highly biased. An average amino acid substitution per residue of only 3.15-7.4 can be achieved with current random mutagenesis methods. For the four investigated gene sequences, an average fraction of amino acid substitutions of 0.5-7% results in stop codons and 4.5-23.9% in glycine or proline residues. An average fraction of 16.2-44.2% of the amino acid substitutions are preserved, and 45.6% (epPCR method) are chemically different. The diversity remains low even when applying a non-biased method: an average of seven amino acid substitutions per residue, 2.9-4.7% stop codons, 11.1-16% glycine/proline residues, 21-25.8% preserved amino acids, and 55.5% are amino acids with chemically different side-chains. Statistical information for each mutagenesis method can further be used to investigate the mutational spectra in protein regions regarded as important for the property of interest.     

Directed evolution of squalene synthase for dehydrosqualene biosynthesis

Squalene synthase (SQS) catalyzes the first step of sterol/hopanoid biosynthesis in various organisms. It has been long recognized that SQSs share a common ancestor with carotenoid synthases, but it is not known how these enzymes selectively produce their own product. In this study, SQSs from yeast, human, and bacteria were independently subjected to directed evolution for the production of the C₃₀ carotenoid backbone, dehydrosqualene. This was accomplished via high-throughput screening with Pantoea ananatis phytoene desaturase, which can selectively convert dehydrosqualene into yellow carotenoid pigments. Genetic analysis of the resultant mutants revealed various mutations that could effectively convert SQS into a “dehydrosqualene synthase.” All of these mutations are clustered around the residues that have been proposed to be important for NADPH binding.     

Directed polymerase evolution

Polymerases evolved in nature to synthesize DNA and RNA, and they underlie the storage and flow of genetic information in all cells. The availability of these enzymes for use at the bench has driven a revolution in biotechnology and medicinal research; however, polymerases did not evolve to function efficiently under the conditions required for some applications and their high substrate fidelity precludes their use for most applications that involve modified substrates. To circumvent these limitations, researchers have turned to directed evolution to tailor the properties and/or substrate repertoire of polymerases for different applications, and several systems have been developed for this purpose. These systems draw on different methods of creating a pool of randomly mutated polymerases and are differentiated by the process used to isolate the most fit members. A variety of polymerases have been evolved, providing new or improved functionality, as well as interesting new insight into the factors governing activity.     

酶定向进化的研究进展

定向进化在改造酶的性质方面已得到广泛应用,各种建立突变库的方法不断涌现。对新近发展的几种突变技术(如寡核苷酸设计型装配重组技术ADO、非序列同源蛋白重组SHIPREC等)进行了简要地介绍与分类。与突变技术相对应的筛选方法也在逐渐改变和完善,这里仅介绍高通量筛选方面的一些最新进展。