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PubMed2003

Increased rigidity of domain structures enhances the stability of a mutant enzyme created by directed evolution.

A mutant of kanamycin nucleotidyltransferase (KNT) was previously created by directed evolution. This mutant, HTK, has 19 amino acid substitutions, which increase the thermostability by 20 degrees C. In this study, we have examined to what extent each mutation contributes to the increased stability and analyzed how the mutations affect the structure of KNT at 72 degrees C using molecular dynamics simulations. The effects of some mutations on the stability are simply additive, but those of others are cooperative. Mutations with large effects on the stability are introduced into the N-terminal domain, which appears to be less stable than the C-terminal domain. Results of the molecular dynamics simulations have indicated that the rigidity of the domain structures is increased by the mutations: at 72 degrees C, the intradomain fluctuations of HTK are decreased, and in turn, its interdomain motions are pronounced, whereas the structure of the preevolved KNT fluctuates randomly. Chemical modification experiments of cysteine residues have shown that the cysteine residues of HTK are less accessible to an SH reagent than those of the preevolved KNT. The present results suggest that the 19 mutations of HTK stabilize KNT by affecting the dynamic behavior of the structure of this enzyme without significantly changing its static overall structure.

Alanine↗

PubMed2006

Directed evolution of plant basic helix-loop-helix transcription factors for the improvement of transactivational properties.

Myc-RP from Perilla frutescens and Delila from Antirrhinum majus, two plant basic helix-loop-helix transcription factors (bHLH TFs) involved in the flavonoid biosynthetic pathway, have been used for the improvement of transactivational properties by directed evolution. Through two rounds of DNA shuffling, Myc-RP variants with up to 70-fold increase in transcriptional activities have been identified using a yeast transactivation system. In a tobacco protoplast transient expression assay, one of the most improved variants, M2-1, also shows significant increase of transactivation. The majority of resulting mutations (approximately 53%) are localized in the acidic (activation) domains of the improved Myc-RP variants. In variant M2-1, three of the four mutations (L301P/N354D/S401F) are in the acidic domain. The fourth mutation (K157M) is localized to a helix within the N-terminal interaction domain. Combinatorial site-directed mutagenesis reveals that, while the acidic domain mutations contribute modestly to the increase in activity, the K157M substitution is responsible for 80% of the improvement observed in variant M2-1. The transactivation activity of the K157M/N354D double mutant is equal to that of M2-1. These results suggest that the interaction domain plays a critical role in transactivation of these bHLH TFs. Delila variants have also been screened for increased activities toward the Arabidopsis chalcone synthase (CHS) promoter, a pathway promoter that responds weakly to the bHLH TFs. Variants with increased activity on the CHS promoter, while maintaining wildtype-level activities on the naturally responsive dihydroflavonol reductase promoter, have been obtained. This study demonstrates that functional properties of TFs can be modified by directed evolution.

Acyltransferases↗

PubMed2006

Directed evolution by accumulating tailored mutations: thermostabilization of lactate oxidase with less trade-off with catalytic activity.

We assumed that adverse effects posed by introducing multiple mutations could be decomposed into those of each of the component mutations and that the risk could be reduced by the accumulation of mutations that were finely tuned for directed improvement of a specific property. We propose here a directed evolution strategy for improving a specific property with less effect on other ones. This strategy is composed of fine-tuning of mutations and their accumulation by our original mutation-assembling method. In this study, we selected lactate oxidase (LOX) as a model enzyme, because its directed evolution had showed a trade-off between thermostability and catalytic activity. Mutation profiling at each of the sites found by error-prone PCR revealed a strong inverse relationship between the two properties. Thermostable mutations with less effect on catalytic activity were selected at each site and accumulated with ideal combinations by our method. The resultant multiple mutants exhibited 5- to 10-fold superior catalytic activity and comparable thermostability with those created by accumulating thermostable mutations, which were not tuned for catalytic activity. This result demonstrates that the accumulation of fine-tuned mutations is an advantageous approach to reduce the risk of adverse effects posed by accumulating multiple mutations.

Amino Acid Substitution↗

PubMed2004

Directed evolution of human estrogen receptor variants with significantly enhanced androgen specificity and affinity.

Human estrogen receptor alpha (hERalpha) and human androgen receptor exhibit exquisite ligand specificity, which underlies their remarkable ability to effect ligand-regulated gene transcription in a highly distinctive and specific manner. Here we used a directed evolution approach to create hERalpha variants with enhanced androgen specificity and affinity with the goal to better understand the molecular basis of ER ligand specificity and the evolutionary mechanism of nuclear receptors. We developed a sensitive yeast two-hybrid system to screen for hERalpha variants with increased transactivation potency toward testosterone. After two rounds of directed evolution, we identified five hERalpha variants with dramatically improved transactivation potency toward testosterone in both yeast and mammalian cells. These variants showed up to 7,600-fold improvement in the binding affinity for testosterone and only slightly reduced affinity toward 17beta-estradiol. Detailed analysis of these evolved variants and a few site-directed mutants generated de novo led to several unexpected findings including the following. 1) Only two beneficial mutations were needed to create hERalpha variants with near nanomolar affinity for testosterone. 2) Some beneficial mutations were synergistic, context-dependent, or non-additive. 3) Of the five identified beneficial mutations, four of them were not in the ER ligand binding pocket and yet exerted important action on ligand specificity. 4) The single ligand-contacting mutation E353Q plays a dominant role in discriminating androgens and estrogens. These results, viewed in conjunction with the ligand exploitation model of nuclear receptor evolution, suggest that the mutation E353Q may represent a key event in the evolution of androgen receptors from an ancestral estrogen receptor and that ligand promiscuity may play an important role in the creation of new nuclear receptors via divergent evolution.

Amino Acid Sequence↗

PubMed2001

Directed evolution of polymerase function by compartmentalized self-replication.

We describe compartmentalized self-replication (CSR), a strategy for the directed evolution of enzymes, especially polymerases. CSR is based on a simple feedback loop consisting of a polymerase that replicates only its own encoding gene. Compartmentalization serves to isolate individual self-replication reactions from each other. In such a system, adaptive gains directly (and proportionally) translate into genetic amplification of the encoding gene. CSR has applications in the evolution of polymerases with novel and useful properties. By using three cycles of CSR, we obtained variants of Taq DNA polymerase with 11-fold higher thermostability than the wild-type enzyme or with a >130-fold increased resistance to the potent inhibitor heparin. Insertion of an extra stage into the CSR cycle before the polymerase reaction allows its application to enzymes other than polymerases. We show that nucleoside diphosphate kinase and Taq polymerase can form such a cooperative CSR cycle based on reciprocal catalysis, whereby nucleoside diphosphate kinase produces the substrates required for the replication of its own gene. We also find that in CSR the polymerase genes themselves evolve toward more efficient replication. Thus, polymerase genes and their encoded polypeptides cooperate to maximize postselection copy number. CSR should prove useful for the directed evolution of enzymes, particularly DNA or RNA polymerases, as well as for the design and study of in vitro self-replicating systems mimicking prebiotic evolution and viral replication.

DNA-Directed DNA Polymerase↗

PubMed2006

Assessing computational amino acid beta-turn propensities with a phage-displayed combinatorial library and directed evolution.

Structure propensities of amino acids are important determinants in guiding proteins' local and global structure formation. We constructed a phage display library--a hexa-HIS tag upstream of a CXXC (X stands for any of the 20 natural amino acids) motif appending N-terminal to the minor capsid protein pIII of M13KE filamentous phage--and developed a novel directed-evolution procedure to select for amino acid sequences forming increasingly stable beta-turns in the disulfide-bridged CXXC motif. The sequences that emerged from the directed-evolution cycles were in good agreement with type II beta-turn propensities derived from surveys of known protein structures, in particular, Pro-Gly forming a type II beta-turn. The agreement strongly supported the notion that beta-turn formation plays an active role in initiating local structure folding in proteins.

Amino Acid Sequence↗

PubMed2003

Directed evolution approach to a structural genomics project: Rv2002 from Mycobacterium tuberculosis.

One of the serious bottlenecks in structural genomics projects is overexpression of the target proteins in soluble form. We have applied the directed evolution technique and prepared soluble mutants of the Mycobacterium tuberculosis Rv2002 gene product, the wild type of which had been expressed as inclusion bodies in Escherichia coli. A triple mutant I6TV47MT69K (Rv2002-M3) was chosen for structural and functional characterizations. Enzymatic assays indicate that the Rv2002-M3 protein has a high catalytic activity as a NADH-dependent 3alpha, 20beta-hydroxysteroid dehydrogenase. We have determined the crystal structures of a binary complex with NAD(+) and a ternary complex with androsterone and NADH. The structure reveals that Asp-38 determines the cofactor specificity. The catalytic site includes the triad Ser-140Tyr-153Lys-157. Additionally, it has an unusual feature, Glu-142. Enzymatic assays of the E142A mutant of Rv2002-M3 indicate that Glu-142 reverses the effect of Lys-157 in influencing the pKa of Tyr-153. This study suggests that the Rv2002 gene product is a unique member of the SDR family and is likely to be involved in steroid metabolism in M. tuberculosis. Our work demonstrates the power of the directed evolution technique as a general way of overcoming the difficulties in overexpressing the target proteins in soluble form.

Alcohol Oxidoreductases↗

PubMed2005

A highly sensitive selection method for directed evolution of homing endonucleases.

Homing endonucleases are enzymes that catalyze DNA sequence specific double-strand breaks and can significantly stimulate homologous recombination at these breaks. These enzymes have great potential for applications such as gene correction in gene therapy or gene alteration in systems biology and metabolic engineering. However, homing endonucleases have a limited natural repertoire of target sequences, which severely hamper their applications. Here we report the development of a highly sensitive selection method for the directed evolution of homing endonucleases that couples enzymatic DNA cleavage with the survival of host cells. Using I-SceI as a model homing endonuclease, we have demonstrated that cells with wild-type I-SceI showed a high cell survival rate of 80-100% in the presence of the original I-SceI recognition site, whereas cells without I-SceI showed a survival rate <0.003%. This system should also be readily applicable for directed evolution of other DNA cleavage enzymes.

Deoxyribonucleases, Type II Site-Specific↗

PubMed1996

Directed evolution of subtilisin E in Bacillus subtilis to enhance total activity in aqueous dimethylformamide.

Sequential rounds of error-prone PCR to introduce random mutations and screening of the resultant mutant libraries have been used to enhance the total catalytic activity of subtilisin E significantly in a non-natural environment, aqueous dimethylformamide (DMF). Seven DNA substitutions coding for three new amino acid substitutions were identified in a mutant isolated after two additional generations of directed evolution carried out on 10M subtilisin E, previously "evolved' to increase its specific activity in DMF. A Bacillus subtilis-Escherichia coli shuttle vector was developed in order to increase the size of the mutant library that could be established in B.subtilis and the stringency of the screening process was increased to reflect total as well as specific activity. This directed evolution approach has been extremely effective for improving enzyme activity in a non-natural environment: the resulting-evolved 13M subtilisin exhibits specific catalytic efficiency towards the hydrolysis of a peptide substrate succinyl-Ala-Ala-Pro-Phe-p-nitroanilide in 60% DMF solution that is three times that of the parent 10M and 471 times that of wild type subtilisin E. The total activity of the 13M culture supernatant is enhanced 16-fold over that of the parent 10M.

Anilides↗

PubMed2004

Covalent DNA display as a novel tool for directed evolution of proteins in vitro.

We present a novel method for the directed evolution of polypeptides, which combines in vitro compartmentalization and covalent DNA display. A library of linear DNA fragments is co-packaged with an in vitro transcription/translation mixture in the compartments of a water-in-oil emulsion. Experimental conditions are adjusted so that, in most cases, one compartment contains one DNA molecule. The DNA fragments encode fusion proteins containing a DNA-methyltransferase (M.Hae III), which can form a covalent bond with a 5-fluorodeoxycytidine base at the extremity of the DNA fragment. The resulting library of DNA-protein fusions is extracted from the emulsion and DNA molecules displaying a protein with desired binding properties are selected from the pool of DNA-protein fusions by affinity panning on target antigens. We applied this methodology in model selection experiments, using specific ligands for the capture of peptides and globular proteins bound to DNA. We observed enrichment factors >1000-fold for selections performed in separate emulsions and up to 150-fold for selections performed using mixtures of DNA molecules. M.Hae III could be fused to small globular proteins (such as calmodulin and fibronectin domains), which are ideally suited for the generation of combinatorial libraries and for the isolation of novel binding specificities.

DNA Adducts↗

PubMed2005

Creation of GPCR-based chemical sensors by directed evolution in yeast.

G protein-coupled receptors (GPCRs) form a class of biological chemical sensors with an enormous diversity in ligand binding and sensitivity. To explore structural aspects of ligand recognition, we subjected the human UDP-glucose receptor (P2Y14) functionally expressed in the yeast Saccharomyces to directed evolution. We sought to generate new receptor subtypes with ligand-binding properties that would be useful in the development of practical biosensors. Mutagenesis of the entire UDP-glucose receptor gene yielded receptors with increased activity but similar ligand specificities, while random mutagenesis of residues in the immediate vicinity of the ligand-binding pocket yielded mutants with altered ligand specificity. By first sensitizing the P2Y14 receptor and then redirecting ligand specificity, we were able to create mutant receptors suitable for a simple biosensor. Our results demonstrate the feasibility of altering receptor ligand-binding properties via a directed evolution strategy, using standard yeast genetic techniques. The novel receptor mutants can be used to detect chemical ligands in complex mixtures and to discriminate among chemically or stereochemically related compounds. Specifically, we demonstrate how engineered receptors can be applied in a pairwise manner to differentiate among several chemical analytes that would be indistinguishable with a single receptor. These experiments demonstrate the feasibility of a combinatorial approach to detector design based on the principles of olfaction.

Binding Sites↗

PubMed2006

Optimizing a biocatalyst for improved NAD(P)H regeneration: directed evolution of phosphite dehydrogenase.

Cofactor regeneration is an important solution to the problem of implementing complex cofactor requiring enzymatic reactions at the industrial scale. NAD(P)H-dependent oxidoreductases are highly valuable biocatalysts, but the high cost of the nicotinamide cofactors necessitates in situ cofactor regeneration for preparative applications. Here we report the use of directed evolution to enhance the industrially important properties of phosphite dehydrogenase for NAD(P)H regeneration. A two-tiered sorting method of selection and screening was used in conjunction with random and rational mutagenesis. Following six rounds of directed evolution, soluble expression in E. coli was increased more than 3-fold, while the turnover rate was increased about 2-fold, effectively lowering the cost of the enzyme by >6-fold. Large-scale production of the final mutant enzyme by fermentation resulted in approximately 6-times higher yield (Units/Liter) than the WT enzyme. The enhancements of PTDH were independent of expression vector and E. coli strain utilized. The advantage of the final mutant over the WT enzyme was demonstrated using the industrially relevant bioconversion of trimethylpyruvate to L-tert-leucine. The mutations discovered are discussed in the context of a three dimensional structural model and the resulting changes in kinetics and soluble expression. The engineered phosphite dehydrogenase has great potential for NAD(P)H regeneration in industrial biocatalysis.

Catalysis↗

PubMed2000

Directed evolution of a novel N-carbamylase/D-hydantoinase fusion enzyme for functional expression with enhanced stability.

Bifunctional enzymes find a wide application as a monitoring facility and a potential biocatalyst in molecular biology and biotechnology. Recombination of natural enzymes to a bifunctional fusion offers valuable tools, but the functional and structural instability of artificial fusion enzymes remains to be solved. Based on structural traits of microbial D-hydantoinase, we attempted to construct a bifunctional N-carbamylase/D-hydantoinase fusion enzyme that would be useful for the synthesis of nonnatural D-amino acids in a concerted fashion. The bifunctional ability of D-hydantoinase, as a fusion partner, was noticeable, but the resulting fusion enzyme was subjected to serious proteolysis in vivo, as generally encountered in the expression of large the multidomain polypeptide in E. coli. In an effort to improve the structural instability imposed by artificial linear fusion, directed evolution of the fusion enzyme was performed using DNA shuffling with a consensus primer to maintain a crucial domain for the enzyme activity. The evolved fusion enzyme, F11, was selected after repeated rounds, and this enzyme was found to show sixfold increased performance in the production of D-amino acid compared with the parent fusion enzyme, which was mainly due to the enhanced structural stability of the evolved fusion enzyme. This result is an example showing that directed evolution of the linearly fused polypeptide may broaden the opportunity to generate a fusion enzyme with greater potential.

Amidohydrolases↗

PubMed2003

Optimising enzyme function by directed evolution.

The past decade has seen a revolution in our ability to engineer designer enzymes using genetic tools that mimic evolution on a laboratory timescale. Many excellent examples of directed evolution applied to a wide range of enzymes have clearly demonstrated its future role in adapting enzymes for use in the chemical industry. Recent advances in 'smart' library design and computational screening are now permitting much deeper searches of sequence space, which potentially increases the extent to which enzyme function can be modified.

Animals↗

PubMed1997

Optimizing industrial enzymes by directed evolution.

Enzymes can be tailored for optimal performance in industrial applications by directing their evolution in vitro. This approach is particularly attractive for engineering industrial enzymes. We have created an efficient para-nitrobenzyl esterase over six generations of random point mutagenesis and recombination coupled with screening for improved variants. The best clones identified after four generations of sequential random mutagenesis and two generations of random recombination display more than 150 times the p-nitrobenzyl esterase activity of wild type towards loracarbef-p-nitrobenzyl ester in 15% dimethylformamide. Although the contributions of individual effective amino acid substitutions to enhanced activity are small (< 2-fold increases), the accumulation of multiple mutations by directed evolution allows significant improvement of the biocatalyst for reactions on substrates and under conditions not already optimized in nature. The positions of the effective amino acid substitutions have been identified in a pNB esterase structural model. None appear to interact directly with the antibiotic substrate, further underscoring the difficulty of predicting their effects in a 'rational' design effort.

Carboxylic Ester Hydrolases↗

PubMed2005

Directed evolution of copy number of a broad host range plasmid for metabolic engineering.

Random mutagenesis and directed evolution has been successfully used to improve desired properties of enzymes for biocatalysis and metabolic engineering. Here we employ the method to increase copy number of a pBBR-based broad host range plasmid, which can be used to express desired enzymes in a variety of microbial hosts. Localized random mutagenesis was performed in the replication control region of a pBBR-derived plasmid containing a beta-carotene reporter. Mutant plasmids were isolated that showed increased beta-carotene production. Real-time PCR analysis confirmed that the copy number of the mutant plasmids increased 3-7 fold. Sequence of the 10 mutant plasmids indicated that each plasmid contained single or multiple mutations in the rep gene or the flanking regions. Single amino acid change of serine to leucine at codon 100 of the replication protein and single nucleotide change of C to T at 46 bp upstream of the rep gene caused the increase of plasmid copy number. The utility of the mutant plasmids for metabolic engineering were further demonstrated by increased beta-carotene production, when an isoprenoid pathway gene (dxs) was co-expressed on a compatible plasmid. The mutant plasmids were tested in Agrobacterium tumefaciens. Increase of plasmid copy number and beta-carotene production was also observed in the non-Escherichia coli host.

Directed Molecular Evolution↗

PubMed2003

Improving tolerance of Candida antarctica lipase B towards irreversible thermal inactivation through directed evolution.

To expand the functionality of lipase B from Candida antarctica (CALB) we have used directed evolution to create CALB mutants with improved resistance towards irreversible thermal inactivation. Two mutants, 23G5 and 195F1, were generated with over a 20-fold increase in half-life at 70 degrees C compared with the wild-type CALB (WT-CALB). The increase in half-life was attributed to a lower propensity of the mutants to aggregate in the unfolded state and to an improved refolding. The first generation mutant, 23G5, obtained by error-prone PCR, had two amino acid mutations, V210I and A281E. The second generation mutant, 195F1, derived from 23G5 by error-prone PCR, had one additional mutation, V221D. Amino acid substitutions at positions 221 and 281 were determined to be critical for lipase stability, while the residue at position 210 had only a marginal effect. The catalytic efficiency of the mutants with p-nitrophenyl butyrate and 6,8-difluoro-4-methylumbelliferyl octanoate was also found to be superior to that of WT-CALB.

Amino Acid Substitution↗

PubMed1999

Directed evolution of a fungal peroxidase.

The Coprinus cinereus (CiP) heme peroxidase was subjected to multiple rounds of directed evolution in an effort to produce a mutant suitable for use as a dye-transfer inhibitor in laundry detergent. The wild-type peroxidase is rapidly inactivated under laundry conditions due to the high pH (10.5), high temperature (50 degrees C), and high peroxide concentration (5-10 mM). Peroxidase mutants were initially generated using two parallel approaches: site-directed mutagenesis based on structure-function considerations, and error-prone PCR to create random mutations. Mutants were expressed in Saccharomyces cerevisiae and screened for improved stability by measuring residual activity after incubation under conditions mimicking those in a washing machine. Manually combining mutations from the site-directed and random approaches led to a mutant with 110 times the thermal stability and 2.8 times the oxidative stability of wild-type CiP. In the final two rounds, mutants were randomly recombined by using the efficient yeast homologous recombination system to shuffle point mutations among a large number of parents. This in vivo shuffling led to the most dramatic improvements in oxidative stability, yielding a mutant with 174 times the thermal stability and 100 times the oxidative stability of wild-type CiP.

Coprinus↗