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Directed evolution of an esterase from Pseudomonas fluorescens. Random mutagenesis by error-prone PCR or a mutator strain and identification of mutants showing enhanced enantioselectivity by a resorufin-based fluorescence assay.

The gene encoding an esterase from Pseudomonas fluorescens (PFE) was subjected to random mutagenesis by error-prone PCR or by using the mutator strain Epicurian coli XL1-Red. Enzyme libraries were then created in microtiter plates by expression of PFE-variants in E. coli. These were assayed for improved enantioselectivity in a Beckman robot system using optically pure (R)- or (S)-3-phenylbutyric acid resorufin esters, resulting in the identification of several mutants showing up to almost two-fold enantioselectivity (E(true) = 5.2 to 6.6) compared to wild-type PFE (E(true) = 3.5).

Directed Molecular Evolution↗

Discovery and directed evolution of a glyphosate tolerance gene.

The herbicide glyphosate is effectively detoxified by N-acetylation. We screened a collection of microbial isolates and discovered enzymes exhibiting glyphosate N-acetyltransferase (GAT) activity. Kinetic properties of the discovered enzymes were insufficient to confer glyphosate tolerance to transgenic organisms. Eleven iterations of DNA shuffling improved enzyme efficiency by nearly four orders of magnitude from 0.87 mM-1 min-1 to 8320 mM-1 min-1. From the fifth iteration and beyond, GAT enzymes conferred increasing glyphosate tolerance to Escherichia coli, Arabidopsis, tobacco, and maize. Glyphosate acetylation provides an alternative strategy for supporting glyphosate use on crops.

Acetylation↗

A bacterial selection for the directed evolution of pyruvate aldolases.

A novel bacterial in vivo selection for pyruvate aldolase activity is described. Pyruvate kinase deficient cells, which lack the ability to biosynthetically generate pyruvate, require supplementation of exogenous pyruvate when grown on ribose. Supplementation with pyruvate concentrations as low as 50 microM rescues cell growth. A known substrate of the KDPG aldolases, 2-keto-4-hydroxy-4-(2'-pyridyl)butyrate (KHPB), also rescues cell growth, consistent with retroaldol cleavage by KDPG aldolase and rescue through pyruvate release. An initial round of selection against 2-keto-4-hydroxyoctonate (KHO), a nonsubstrate for wild-type aldolase, produced three mutants with intriguing alterations in protein sequence. This selection system allows rapid screening of mutant enzyme libraries and facilitates the discovery of enzymes with novel substrate specificities.

Aldehyde-Lyases↗

Sequence saturation mutagenesis (SeSaM): a novel method for directed evolution.

Sequence saturation mutagenesis (SeSaM) is a conceptually novel and practically simple method that truly randomizes a target sequence at every single nucleotide position. A SeSaM experiment can be accomplished within 2-3 days and comprises four steps: generating a pool of DNA fragments with random length, 'tailing' the DNA fragments with universal base using terminal transferase at 3'-termini, elongating DNA fragments in a PCR to the full-length genes using a single-stranded template and replacing the universal bases by standard nucleotides. Random mutations are created at universal sites due to the promiscuous base-pairing property of universal bases. Using enhanced green fluorescence protein as the model system and deoxyinosine as the universal base, we proved by sequencing 100 genes the concept of the SeSaM method and achieved a random distribution of mutations with the mutational bias expected for deoxyinosine.

DNA↗

Towards the design of rare cutting restriction endonucleases: using directed evolution to generate variants of EcoRV differing in their substrate specificity by two orders of magnitude.

The restriction endonuclease EcoRV cleaves DNA highly specifically within GATATC sequences. In order to create EcoRV variants that have an extended recognition site we have employed a semi-rational random mutagenesis/selection procedure. Twenty-two amino acid residues were subjected to random mutagenesis and about 500 EcoRV variants representing three generations of mutants were screened. Among these some highly active variants that strongly prefer AT-flanked cleavage sites (e.g. S183A/Q224R, T93S/I103F/S183A/T222S or N97T/S183A/T222S) and others that prefer GC flanks (e.g. K104N/A181T) were identified. As wild-type EcoRV does not discriminate between these cleavage sites, the generation of these variants represents a significant first step towards redesigning EcoRV to become an 8 or 10 bp cutter. Such enzymes, only very rarely found in nature, could be extremely helpful for the manipulation of large DNA fragments.

Deoxyribonucleases, Type II Site-Specific↗

Directed evolution to bypass cyclin requirements for the Cdc28p cyclin-dependent kinase.

To identify cyclin-dependent kinase mutants with relaxed cyclin requirements, CDC28 alleles were selected that could rescue a yeast strain expressing as its only CLN G1 cyclin a mutant Cln2p (K129A,E183A) that is defective for Cdc28p binding. Rescue of this strain by mutant CDC28 was dependent upon the mutant cln2-KAEA, but additional mutagenesis and DNA shuffling yielded multiply mutant CDC28-BYC alleles (bypass of CLNs) that could support highly efficient cell cycle initiation in the complete absence of CLN genes. By gel filtration chromatography, one of the mutant Cdc28 proteins exhibited kinase activity associated with cyclin-free monomer. Thus, the mutants' CLN bypass activity might result from constitutive, cyclin-independent activity, suggesting that Cdk targeting by cyclins is not required for cell cycle initiation.

Alleles↗

Use of enrichment culture for directed evolution of the Vibrio fluvialis JS17 omega-transaminase, which is resistant to product inhibition by aliphatic ketones.

A novel high-throughput screening method that overcame product inhibition was used to isolate a mutant omega-transaminase from Vibrio fluvialis JS17. An enzyme library was generated using error-prone PCR mutagenesis and then enriched on minimal medium containing 2-aminoheptane as the sole nitrogen source and 2-butanone as an inhibitory ketone. An identified mutant enzyme, omega-TAmla, showed significantly reduced product inhibition by aliphatic ketone. The product inhibition constants of the mutant with 2-butanone and 2-heptanone were 6- and 4.5-fold higher than those of the wild type, respectively. Using omega-TAmla (50 U/ml) overexpressed in Escherichia coli BL21, 150 mM 2-aminoheptane was successfully resolved to (R)-2-aminoheptane (enantiomeric excess, >99%) with 53% conversion with an enantioselectivity of >100.

Amines↗

Design of generic biosensors based on green fluorescent proteins with allosteric sites by directed evolution.

Protein-engineering techniques have been adapted for the molecular design of biosensors that combine a molecular-recognition site with a signal-transduction function. The optical signal-transduction mechanism of green fluorescent protein (GFP) is most attractive, but hard to combine with a ligand-binding site. Here we describe a general method of creating entirely new molecular-recognition sites on GFPs. At the first step, a protein domain containing a desired molecular-binding site is inserted into a surface loop of GFP. Next, the insertional fusion protein is randomly mutated, and new allosteric proteins that undergo changes in fluorescence upon binding of target molecules are selected from the random library. We have tested this methodology by using TEM1 beta-lactamase and its inhibitory protein as our model protein-ligand system. 'Allosteric GFP biosensors' constructed by this method may be used in a wide range of applications including biochemistry and cell biology.

Allosteric Regulation↗

Directed evolution of O6-alkylguanine-DNA alkyltransferase for efficient labeling of fusion proteins with small molecules in vivo.

We report here the generation of mutants of the human O(6)-alkylguanine-DNA alkyltransferase (hAGT) for the efficient in vivo labeling of fusion proteins with synthetic reporter molecules. Libraries of hAGT were displayed on phage, and mutants capable of efficiently reacting with the inhibitor O(6)-benzylguanine were selected based on their ability to irreversibly transfer the benzyl group to a reactive cysteine residue. Using synthetic O(6)-benzylguanine derivatives, the selected mutant proteins allow for a highly efficient covalent labeling of hAGT fusion proteins in vivo and in vitro with small molecules and therefore should become important tools for studying protein function in living cells. In addition to various applications in proteomics, the selected mutants also yield insight into the interaction of the DNA repair protein hAGT with its inhibitor O(6)-benzylguanine.

Animals↗

Directed evolution of high-affinity antibody mimics using mRNA display.

We constructed a library of >10(12) unique, covalently coupled mRNA-protein molecules by randomizing three exposed loops of an immunoglobulin-like protein, the tenth fibronectin type III domain (10Fn3). The antibody mimics that bound TNF-alpha were isolated from the library using mRNA display. Ten rounds of selection produced 10Fn3 variants that bound TNF-alpha with dissociation constants (K(d)) between 1 and 24 nM. After affinity maturation, the lowest K(d) measured was 20 pM. Selected antibody mimics were shown to capture TNF-alpha when immobilized in a protein microarray. 10Fn3-based scaffold libraries and mRNA-display allow the isolation of high-affinity, specific antigen binding proteins; potential applications of such binding proteins include diagnostic protein microarrays and protein therapeutics.

Amino Acid Sequence↗

Directed evolution of mammalian paraoxonases PON1 and PON3 for bacterial expression and catalytic specialization.

Serum paraoxonases (PONs) are a group of enzymes that play a key role in organophosphate (OP) detoxification and in prevention of atherosclerosis. However, their structure and mechanism of action are poorly understood. PONs seem like jacks-of-all-trades, acting on a very wide range of substrates, most of which are of no physiological relevance. Family shuffling and screening lead to the first PON variants that express in a soluble and active form in Escherichia coli. We describe variants with kinetic parameters similar to those reported for PONs purified from sera and others that show dramatically increased activities. In particular, we have evolved PON1 variants with OP-hydrolyzing activities 40-fold higher than wild type and a specificity switch of >2,000-fold, producing PONs specialized for OP rather than ester hydrolysis. Analysis of the newly evolved variants provides insights into the evolutionary relationships between different family members.

Aryldialkylphosphatase↗

Directed evolution of novel polymerase activities: mutation of a DNA polymerase into an efficient RNA polymerase.

The creation of novel enzymatic function is of great interest, but remains a challenge because of the large sequence space of proteins. We have developed an activity-based selection method to evolve DNA polymerases with RNA polymerase activity. The Stoffel fragment (SF) of Thermus aquaticus DNA polymerase I is displayed on a filamentous phage by fusing it to a pIII coat protein, and the substrate DNA template/primer duplexes are attached to other adjacent pIII coat proteins. Phage particles displaying SF polymerases, which are able to extend the attached oligonucleotide primer by incorporating ribonucleoside triphosphates and biotinylated UTP, are immobilized to streptavidin-coated magnetic beads and subsequently recovered. After four rounds of screening an SF library, three SF mutants were isolated and shown to incorporate ribonucleoside triphosphates virtually as efficiently as the wild-type enzyme incorporates dNTP substrates.

Amino Acid Sequence↗

Generic expansion of the substrate spectrum of a DNA polymerase by directed evolution.

DNA polymerases recognize their substrates with exceptionally high specificity, restricting the use of unnatural nucleotides and the applications they enable. We describe a strategy to expand the substrate range of polymerases. By selecting for the extension of distorting 3' mismatches, we obtained mutants of Taq DNA polymerase that not only promiscuously extended mismatches, but had acquired a generic ability to process a diverse range of noncanonical substrates while maintaining high catalytic turnover, processivity and fidelity. Unlike the wild-type enzyme, they bypassed blocking lesions such as an abasic site, a thymidine dimer or the base analog 5-nitroindol and performed PCR amplification with complete substitution of all four nucleotide triphosphates with phosphorothioates or the substitution of one with the equivalent fluorescent dye-labeled nucleotide triphosphate. Such 'unfussy' polymerases have immediate utility, as we demonstrate by the generation of microarray probes with up to 20-fold brighter fluorescence.

Base Pair Mismatch↗

Learning from directed evolution: theoretical investigations into cooperative mutations in lipase enantioselectivity.

Molecular modeling with classical force-fields has been used to study the reactant complex and the tetrahedral intermediate in lipase-catalyzed ester hydrolysis in 20 enzyme/substrate combinations. The R and S enantiomers of alpha-methyldecanoic acid ester served as substrates for the wild-type lipase from Pseudomonas aeruginosa and nine selected mutants. After suitable preparation of initial structures from an available wild-type crystal structure, each system was subjected to 1 ns CHARMM force-field molecular dynamics simulations. The resulting geometric and energetic changes allow interpretation of some experimentally observed effects of mutations, particularly with regard to the "hot spots" at residues 155 and 162. The replacement S155F enhances S enantiopreference through a steric relay involving Leu162. The double mutation S53P + L162G improves S enantioselectivity by creating a new binding pocket for the S enantiomer with an additional stabilizing hydrogen bond to His83. The simulations provide insight into remote and cooperative effects of mutations.

Catalysis↗

Directed evolution of protein switches and their application to the creation of ligand-binding proteins.

We describe an iterative approach for creating protein switches involving the in vitro recombination of two nonhomologous genes. We demonstrate this approach by recombining the genes coding for TEM1 beta-lactamase (BLA) and the Escherichia coli maltose binding protein (MBP) to create a family of MBP-BLA hybrids in which maltose is a positive or negative effector of beta-lactam hydrolysis. Some of these MBP-BLA switches were effectively "on-off" in nature, with maltose altering catalytic activity by as much as 600-fold. The ability of these switches to confer an effector-dependent growth/no growth phenotype to E. coli cells was exploited to rapidly identify, from a library of 4 x 10(6) variants, MBP-BLA switch variants that respond to sucrose as the effector. The transplantation of these mutations into wild-type MBP converted MBP into a "sucrose-binding protein," illustrating the switches potential as a tool to rapidly identify ligand-binding proteins.

Allosteric Regulation↗

Directed evolution of alpha-aspartyl dipeptidase from Salmonella typhimurium.

Model-free approaches (error-prone PCR to introduce random mutations, DNA shuffling to combine positive mutations, and screening of the resultant mutant libraries) have been used to enhance the catalytic activity and thermostability of alpha-aspartyl dipeptidase from Salmonella typhimurium, which is uniquely able to hydrolyze Asp-X dipeptides (where X is any amino acid) and one tripeptide (Asp-Gly-Gly). Under double selective pressures of activity and thermostability, through two rounds of error-prone PCR and three sequential generations of DNA shuffling, coupled with screening, a mutant pepEM3074 with approximately 47-fold increased enzyme activity compared with its wild-type parent was obtained. Moreover, the stability of pepEM3074 is increased significantly. Three amino acid substitutions (Asn89His, Gln153Glu, and Leu205Arg), two of them are near the active site and substrate binding pocket, were identified by sequencing the genes encoding this evolved enzyme. The mechanism of the enhancement of activity and stability was analyzed in this paper.

Amino Acid Substitution↗

Directed evolution of phosphotriesterase from Pseudomonas diminuta for heterologous expression in Escherichia coli results in stabilization of the metal-free state.

Phosphotriesterase from Pseudomonas diminuta (PTE) is an extremely efficient metalloenzyme that hydrolyses a variety of compounds including organophosphorus nerve agents. Study of PTE has been hampered by difficulties with efficient expression of the recombinant form of this highly interesting and potentially useful enzyme. We identified a low-level esterolytic activity of PTE and then screened PTE gene libraries for improvements in 2-naphthyl acetate hydrolysis. However, the attempt to evolve this promiscuous esterase activity led to a variant (S5) containing three point mutations that resulted in a 20-fold increase in functional expression. Interestingly, the zinc holoenzyme form of S5 appears to be more sensitive than wild-type PTE to both thermal denaturation and addition of metal chelators. Higher functional expression of the S5 variant seems to lie in a higher stability of the metal-free apoenzyme. The results obtained in this work point out another-and often overlooked-possible determinant of protein expression and purification yields, i.e. the stability of intermediates during protein folding and processing.

Chelating Agents↗

Directed evolution of a (beta alpha)8-barrel enzyme to catalyze related reactions in two different metabolic pathways.

Enzymes participating in different metabolic pathways often have similar catalytic mechanisms and structures, suggesting their evolution from a common ancestral precursor enzyme. We sought to create a precursor-like enzyme for N'-[(5'-phosphoribosyl)formimino]-5-aminoimidazole-4-carboxamide ribonucleotide (ProFAR) isomerase (HisA; EC ) and phosphoribosylanthranilate (PRA) isomerase (TrpF; EC ), which catalyze similar reactions in the biosynthesis of the amino acids histidine and tryptophan and have a similar (betaalpha)(8)-barrel structure. Using random mutagenesis and selection, we generated several HisA variants that catalyze the TrpF reaction both in vivo and in vitro, and one of these variants retained significant HisA activity. A more detailed analysis revealed that a single amino acid exchange could establish TrpF activity on the HisA scaffold. These findings suggest that HisA and TrpF may have evolved from an ancestral enzyme of broader substrate specificity and underscore that (betaalpha)(8)-barrel enzymes are very suitable for the design of new catalytic activities.

Aldose-Ketose Isomerases↗