Challenges of the genetic code for exploring sequence space in directed protein evolution

Directed protein evolution is the most versatile method for studying protein structure-function relationships, and for tailoring a protein's properties to the needs of industrial applications. In this review, we performed a statistical analysis on the genetic code to study the extent and consequence of the organization of the genetic code on amino acid substitution patterns generated in directed evolution experiments. In detail, we analyzed amino acid substitution patterns caused by (a) a single nucleotide (nt) exchange at each position of all 64 codons, and (b) two subsequent nt exchanges (first and second nt, first and third nt, second and third nt). Additionally, transitions and transversions mutations were compared at the level of amino acid substitution patterns. The latter analysis showed that single nucleotide substitution in a codon generates only 39.5% of the natural diversity on the protein level with 5.2-7 amino acid substitutions per codon. Transversions generate more complex amino acid substitution patterns (increased number and chemically more diverse amino acid substitutions) than transitions. Simultaneous nt exchanges at both first and second nt of a codon generates very diverse amino acid substitution patterns, achieving 83.2% of the natural diversity. The statistical analysis described in this review sets the objectives for novel random mutagenesis methods that address the consequences of the organization of the genetic code. Random mutagenesis methods that favor transversions or introduce consecutive nt exchanges can contribute in this regard.     

Challenges of the genetic code for exploring sequence space in directed protein evolution

Directed protein evolution is the most versatile method for studying protein structure–function relationships, and for tailoring a protein's properties to the needs of industrial applications. In this review, we performed a statistical analysis on the genetic code to study the extent and consequence of the organization of the genetic code on amino acid substitution patterns generated in directed evolution experiments. In detail, we analyzed amino acid substitution patterns caused by (a) a single nucleotide (nt) exchange at each position of all 64 codons, and (b) two subsequent nt exchanges (first and second nt, first and third nt, second and third nt). Additionally, transitions and transversions mutations were compared at the level of amino acid substitution patterns. The latter analysis showed that single nucleotide substitution in a codon generates only 39.5% of the natural diversity on the protein level with 5.2–7 amino acid substitutions per codon. Transversions generate more complex amino acid substitution patterns (increased number and chemically more diverse amino acid substitutions) than transitions. Simultaneous nt exchanges at both first and second nt of a codon generates very diverse amino acid substitution patterns, achieving 83.2% of the natural diversity. The statistical analysis described in this review sets the objectives for novel random mutagenesis methods that address the consequences of the organization of the genetic code. Random mutagenesis methods that favor transversions or introduce consecutive nt exchanges can contribute in this regard.     

定向进化技术的最新进展

筛选是制约酶定向进化改造的瓶颈。为解决这一难题,近年来一系列基于组合活性中心饱和突变(Combinatorial active-site saturation test,CAST)及迭代饱和突变(Iterative saturation mutagenesis,ISM)的半理性设计新方法被开发出来,包括单密码子饱和突变(Single code saturation mutagenesis,SCSM)、双密码子饱和突变(Double code saturation mutagenesis,DCSM)和三密码子饱和突变(Triple code saturation mutagenesis,TCSM)。通过构建"小而精"的高质量突变体文库,对特定靶点进行组合突变,并成功应用于多种生物催化剂的立体/区域选择性及催化活力等多参数的改造。文中综述了近年来定向进化技术的最新进展及其在生物催化剂定向改造中的应用。     

Antifreeze activity enhancement by site directed mutagenesis on an antifreeze protein from the beetle Rhagium mordax

The ice binding motifs of insect antifreeze proteins (AFPs) mainly consist of repetitive TxT motifs aligned on a flat face of the protein. However, these motifs often contain non-threonines that disrupt the TxT pattern. We substituted two such disruptive amino acids located in the ice binding face of an AFP from Rhagium mordax with threonine. Furthermore, a mutant with an extra ice facing TxT motif was constructed. These mutants showed enhanced antifreeze activity compared to the wild type at low concentrations. However, extrapolating the data indicates that the wild type will become the most active at concentrations above 270 μmol.     

用于蛋白质体外分子进化研究的DNA随机突变技术

蛋白质体外分子进化是模拟自然的进化过程,利用基因随机突变和定向筛选（选择）技术,以获得具有预期新功能的突变体分子。虽然体外进化近几年才产生,但已成为医药和工业领域中筛选具有特殊催化性质的酶的最重要的方法之一。ＤＮＡ随机突变技术是蛋白质体外分子进化研究的基础,本文将对几种最重要的突变方法：倾向错误的ＰＣＲ、ＤＮＡ重排、模板交错延伸反应和随机延伸突变的原理和应用等加以介绍。     

酶的定向进化及其应用

综述了生物催化剂（酶）分子定向进化的产生、原理、方法及应用,深入阐述酶分子定向进化过程中的相关问题,重点介绍了易错PCR（Error-prone PCR）和DNA改组（DNA shuffling）等几种典型的酶定向进化方法与成功实例,展望了生物定向进化研究的发展前景。     

Site-saturation mutagenesis is more efficient than DNA shuffling for the directed evolution of beta-fucosidase from beta-galactosidase

Protein engineers use a variety of mutagenic strategies to adapt enzymes to novel substrates. Directed evolution techniques (random mutagenesis and high-throughput screening) offer a systematic approach to the management of protein complexity. This sub-discipline was galvanized by the invention of DNA shuffling, a procedure that randomly recombines point mutations in vitro. In one influential study, Escherichia coli beta-galactosidase (BGAL) variants with enhanced beta-fucosidase activity (tenfold increase in k(cat)/K(M) in reactions with the novel para-nitrophenyl-beta-d-fucopyranoside substrate; 39-fold decrease in reactivity with the "native"para-nitrophenyl-beta-d-galactopyranoside substrate) were evolved in seven rounds of DNA shuffling and screening. Here, we show that a single round of site-saturation mutagenesis and screening enabled the identification of beta-fucosidases that are significantly more active (180-fold increase in k(cat)/K(M) in reactions with the novel substrate) and specific (700,000-fold inversion of specificity) than the best variants in the previous study. Site-saturation mutagenesis thus proved faster, less resource-intensive and more effective than DNA shuffling for this particular evolutionary pathway.     

Improving the quality of industrially important enzymes by directed evolution

Directed evolution is a new process for developing industrially viable biocatalysts. This technique does not require a comprehensive knowledge of the relationships between sequence structure and function of proteins as required by protein engineering. It mimics the process of Darwinian evolution in a test tube combining random mutagenesis and recombination with screening or selection for enzyme variants that have the desired properties. Directed evolution helps in enhancing the enzyme performance both in natural and synthetic environments. This article reviews the process of directed evolution and its application to improve substrate specificity, activity, enantioselectivity and thermal stability.     

Diversification and specialization of HIV protease function during in vitro evolution

Our goal is to understand how enzymes adapt to utilize novelsubstrates. We and others have shown that directed evolutiontends to generate enzyme variants with broadened substrate specificity.Broad-specificity enzymes are generally deleterious to livingcells, so this observed trend might be an artifact of the mostcommonly employed high throughput screens. Here, we demonstratea more natural and effective screening strategy for directedevolution. The gene encoding model enzyme HIV protease was randomlymutated, and the resulting library was expressed in Escherichiacoli cells to eliminate cytotoxic broad-specificity variants.The surviving variants were screened for clones with activityagainst a reporter enzyme. The wild-type human immunodeficiencyvirus type I protease (HIV PR) is cytotoxic and exhibits nodetectable activity in reactions with beta-galactosidase (BGAL).In contrast, the selected variants were nontoxic and exhibitedgreater activity and specificity against BGAL than did the wild-typeHIV PR in reactions with any substrate. A single round of wholegene random mutagenesis and conventional high-throughput screeningdoes not usually effect complete inversions of substrate specificity.This suggests that a combination of positive and purifying selectionengenders more rapid adaptation than positive selection alone.     

Random mutagenesis and selection of organic solvent‐stable haloperoxidase from Streptomyces aureofaciens

Haloperoxidases are useful oxygenases involved in halogenation of a range of water‐insoluble organic compounds and can be used without additional high‐cost cofactors. In particular, organic solvent‐stable haloperoxidases are desirable for enzymatic halogenations in the presence of organic solvents. In this study, we adopted a directed evolution approach by error‐prone polymerase chain reaction to improve the organic solvent‐stability of the homodimeric BPO‐A1 haloperoxidase from Streptomyces aureofaciens. Among 1,000 mutant BPO‐A1 haloperoxidases, an organic solvent‐stable mutant OST48 with P123L and P241A mutations and a high active mutant OST959 with H53Y and G162R mutations were selected. The residual activity of mutant OST48 after incubation in 40% (v/v) 1‐propanol for 1 h was 1.8‐fold higher than that of wild‐type BPO‐A1. In addition, the OST48 mutant showed higher stability in methanol, ethanol, dimethyl sulfoxide, and N,N‐dimethylformamide than wild‐type BPO‐A1 haloperoxidase. Moreover, after incubation at 80°C for 1 h, the residual activity of mutant OST959 was 4.6‐fold higher than that of wild‐type BPO‐A1. Based on the evaluation of single amino acid‐substituted mutant models, stabilization of the hydrophobic core derived from P123L mutation and increased numbers of hydrogen bonds derived from G162R mutation led to higher organic solvent‐stability and thermostability, respectively. © 2015 American Institute of Chemical Engineers Biotechnol. Prog., 31:917–924, 2015     

Engineering of a bacterial tyrosinase for improved catalytic efficiency towards D‐tyrosine using random and site directed mutagenesis approaches

The tyrosinase gene from Ralstonia solanacearum (GenBank NP518458) was subjected to random mutagenesis resulting in tyrosinase variants (RVC10 and RV145) with up to 3.2‐fold improvement in k_cat, 5.2‐fold lower K_m and 16‐fold improvement in catalytic efficiency for D ‐tyrosine. Based on RVC10 and RV145 mutated sequences, single mutation variants were generated with all variants showing increased k_cat for D ‐tyrosine compared to the wild type (WT). All single mutation variants based on RV145 had a higher k_cat and K_m value compared to the RV145 and thus the combination of four mutations in RV145 was antagonistic for turnover, but synergistic for affinity of the enzyme for D ‐tyrosine. Single mutation variant 145_V153A exhibited the highest (6.9‐fold) improvement in k_cat and a 2.4‐fold increase in K_m compared to the WT. Two single mutation variants, C10_N322S and C10_T183I reduced the K_m up to 2.6‐fold for D ‐tyrosine but one variant 145_V153A increased the K_m 2.4‐fold compared to the WT. Homology based modeling of R. solanacearum tyrosinase showed that mutation V153A disrupts the van der Waals interactions with an α‐helix providing one of the conserved histidine residues of the active site. The k_cat and K_m values for L ‐tyrosine decreased for RV145 and RVC10 compared to the WT. RV145 exhibited a 2.1‐fold high catalytic efficiency compared to the WT which is a 7.6‐fold lower improvement compared to D ‐tyrosine. RV145 exhibited a threefold higher monophenolase:diphenolase activity ratio for D ‐tyrosine:D ‐DOPA and a 1.4‐fold higher L ‐tyrosine:L ‐DOPA activity ratio compared to the WT. Biotechnol. Bioeng. 2013; 110: 1849–1857. © 2013 Wiley Periodicals, Inc.     

Improvement of low‐temperature caseinolytic activity of a thermophilic subtilase by directed evolution and site‐directed mutagenesis

By directed evolution and subsequent site‐directed mutagenesis, cold‐adapted variants of WF146 protease, a thermophilic subtilase, have been successfully engineered. A four‐amino acid substitution variant RTN29 displayed a sixfold increase in caseinolytic activity in the temperature range of 15–25°C, a down‐shift of optimum temperature by ～15°C, as well as a decrease in thermostability, indicating it follows the general principle of trade‐off between activity and stability. Nevertheless, to some extent RTN29 remained its thermophilic nature, and no loss of activity was observed after heat‐treatment at 60°C for 2 h. Notably, RTN29 exhibited a lower hydrolytic activity toward suc‐AAPF‐pNA, due to an increase in K_m and a decrease in k_cat, in contrast to other artificially cold‐adapted subtilases with increased low‐temperature activity toward small synthetic substrates. All mutations (S100P, G108S, D114G, M137T, T153A, and S246N) identified in the cold‐adapted variants occurred within or near the substrate‐binding region. None of these mutations, however, match the corresponding sites in naturally psychrophilic and other artificially cold‐adapted subtilases, implying there are multiple routes to cold adaptation. Homology modeling and structural analysis demonstrated that these mutations led to an increase in mobility of substrate‐binding region and a modulation of substrate specificity, which seemed to account for the improvement of the enzyme's catalytic activity toward macromolecular substrates at lower temperatures. Our study may provide valuable information needed to develop enzymes coupling high stability and high low‐temperature activity, which are highly desired for industrial use. Biotechnol. Bioeng. 2009; 104: 862–870. © 2009 Wiley Periodicals, Inc.     

萜类合成酶定向进化的新思路

萜类化合物是天然产物中种类最多且主要存在于植物和微生物体内的一类化合物。随着越来越多具有应用价值的萜类化合物被挖掘,其应用前景引起了人们的关注,但由于含量低、提取成本高等缺点,因此制约了萜类化合物的广泛应用。合成生物学的兴起,为异源合成具有应用价值的萜类化合物提供了新思路,使构建定向、高效的微生物细胞工厂成为现实。萜类合成酶常作为萜类化合物异源合成代谢调控的靶酶,但天然的萜类合成酶存在催化效率低、底物专一性差、立体/区域选择性差、稳定性差等问题,严重影响萜类化合物的产量。萜类合成酶的定向进化可以有效地解决上述问题,为实现微生物细胞工厂异源、高效合成萜类化合物奠定基础。本文综述了近年来酶的定向进化技术的最新进展及应用,并提出了萜类合成酶定向进化的策略。     

A new approach to random mutagenesis in vitro

Random mutagenesis is a powerful tool for studying the effects of a large number of permutations of a particular DNA sequence and its encoded products. Here we describe a new strategy of conducting in vitro random mutagenesis using ethyl methane sulfonate (EMS). The Bacillus aprN18 gene, coding for a serine protease with fibrinolytic activity, was used as a target gene. To study the mutations of the coding region, rather than the whole plasmid, the 1.4 kb gene fragment was cut out from an expression plasmid and treated with 10 mM EMS at 37 degrees C for 1 h. The treated fragment was then ligated back into the original expression vector and a library of random mutants was constructed in a protease-deficient Bacillus subtilis strain. A plate assay-based screening method was used to select for mutant clones with altered enzyme activity, and the change of activity was then confirmed by a semi-quantitative enzyme assay using liquid culture supernatant. The inserts of five clones with altered enzyme activity were randomly chosen for sequencing analysis. Among the point mutations detected, GC --> AT transition accounts for 42.1%, AT --> GC transition 34.2% and GC/CG transversion 23.7%, respectively. To our knowledge this is the first application of EMS for in vitro mutagenesis of a defined DNA sequence.     

一种高效的多点组合突变克隆构建方法

高质量的突变方法和高效的筛选方法相结合可以提高酶定向进化的效率。文中开发了一种高效的多点组合突变(Multi-points combinatorial mutagenesis,MCM)的克隆方法。MCM方法通过引入DNA组装、融合PCR和杂交技术,实现高效多点组合突变。应用优化后的方法定向进化改造苯甲酰甲酸脱羧酶(Benzoylformate decarboxylase,BFD)来测试MCM方法的效率。通过电转至大肠杆菌感受态Escherichia coli TreliefTM 5α所获得的单菌落数量(Colony-formingunits,CFUs)超过106 CFUs/μgDNA。经验证90/100单菌落精确组装;5个位点L109、L110、H281、Q282和A460同时组合突变的效率达到88%。最后,筛选到一种kcat/Km提高10倍的突变酶(L109Y、L110D、H281G、Q282V和A460M)。因此,应用该方法可以有效地创建突变体库,促进酶的定向进化技术的快速发展。