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PubMed2004

Protein engineering of toluene ortho-monooxygenase of Burkholderia cepacia G4 for regiospecific hydroxylation of indole to form various indigoid compounds.

Previous work showed that random mutagenesis produced a mutant of toluene ortho-monooxygenase (TOM) of Burkholderia cepacia G4 containing the V106A substitution in the hydroxylase alpha-subunit (TomA3) that changed the color of the cell suspension from wild-type brown to green in rich medium. Here, DNA shuffling was used to isolate a random TOM mutant that turned blue due to mutation TomA3 A113V. To better understand the TOM reaction mechanism, we studied the specificity of indole hydroxylation using a spectrum of colored TOM mutants expressed in Escherichia coli TG1 and formed as a result of saturation mutagenesis at TomA3 positions A113 and V106. Colonies expressing these altered enzymes ranged in color from blue through green and purple to orange; and the enzyme products were identified using thin-layer chromatography, high performance liquid chromatography, and liquid chromatography-mass spectroscopy. Derived from the single TOM template, enzymes were identified that produced primarily isoindigo (wild-type TOM), indigo (A113V), indirubin (A113I), and isatin (A113H and V106A/A113G). The discovery that wild-type TOM formed isoindigo via C-2 hydroxylation of the indole pyrrole ring makes this the first oxygenase shown to form this compound. Variant TOM A113G was unable to form indigo, indirubin, or isoindigo (did not hydroxylate the indole pyrrole ring), but produced 4-hydroxyindole and unknown yellow compounds from C-4 hydroxylation of the indole benzene ring. Mutations at V106 in addition to A113G restored C-3 indole oxidation, so along with C-2 indole oxidation, isatin, indigo, and indirubin were formed. Other TomA3 V106/A113 mutants with hydrophobic, polar, or charged amino acids in place of the Val and/or Ala residues hydroxylated indole at the C-3 and C-2 positions, forming isatin, indigo, and indirubin in a variety of distributions. Hence, for the first time, a single enzyme was genetically modified to produce a wide range of colors from indole.

Base Sequence↗
PubMed2003

How does an enzyme evolved in vitro compare to naturally occurring homologs possessing the targeted function? Tyrosine aminotransferase from aspartate aminotransferase.

Aspartate aminotransferase (AATase) and tyrosine aminotransferase (TATase) are Escherichia coli paralogs that share 43% sequence identity. A plausible model posits that TATase arose from a duplication of an ancestral AATase-like enzyme. Directed evolution of AATase to an enzyme having TATase activity was undertaken in order to compare the evolved AATase variants with homologous TATases. Eight rounds of DNA shuffling and in vivo selection followed by a backcross with WT AATase produced enzymes that exhibited 100-270-fold increases in k(cat)/K(m)(Phe) and had as much as 11% of the tyrosine aminotransferase activity of WT E.coli TATase. Amino acid substitutions in 11 clones from rounds 7 and 8 were compared with conserved residues in AATases and TATases. The findings are conveniently and compactly illustrated by the use of Venn diagrams and set theory notation. A statistically significant (0.001 or=75% identical) in AATases and variable (<75% identical) in TATases. Very few mutations occur in the intersection (set AAT intersection TAT) of amino acid residues that are conserved in both enzyme types. Seven mutations from set AAT-TAT were combined by site-directed mutagenesis to give a construct that is 60% as active as the best round 8 enzyme, which has 13 amino acid replacements. The Venn diagrams may provide a generally useful tool to highlight the most important specificity determinants for rational redesign. Amino acid replacements were mapped onto the crystal structure of a hydrocinnamate complex of a designed TATase. Five of the seven positions most frequently substituted in the evolved clones are within 15 A of the phenyl side-chain, but only six of the 48 positions that were mutated once or twice are within that radius. Context dependence, neutral mutations, different selective pressures, and stochastic components provide explanations for the observation that many of the substitutions found in the directly evolved enzymes differ from the corresponding amino acids found in the modern natural TATases.

Amino Acid Sequence↗
PubMed2005

Correcting errors in synthetic DNA through consensus shuffling.

Although efficient methods exist to assemble synthetic oligonucleotides into genes and genomes, these suffer from the presence of 1-3 random errors/kb of DNA. Here, we introduce a new method termed consensus shuffling and demonstrate its use to significantly reduce random errors in synthetic DNA. In this method, errors are revealed as mismatches by re-hybridization of the population. The DNA is fragmented, and mismatched fragments are removed upon binding to an immobilized mismatch binding protein (MutS). PCR assembly of the remaining fragments yields a new population of full-length sequences enriched for the consensus sequence of the input population. We show that two iterations of consensus shuffling improved a population of synthetic green fluorescent protein (GFPuv) clones from approximately 60 to >90% fluorescent, and decreased errors 3.5- to 4.3-fold to final values of approximately 1 error per 3500 bp. In addition, two iterations of consensus shuffling corrected a population of GFPuv clones where all members were non-functional, to a population where 82% of clones were fluorescent. Consensus shuffling should facilitate the rapid and accurate synthesis of long DNA sequences.

Adenosine Triphosphatases↗
PubMed2001

Directed Evolution and Biocatalysis.

This review describes the current state of biocatalysis in the chemical industry. Although we recognize the advantages of chemical approaches, we suggest that the use of biological catalysis is about to expand dramatically because of the recent developments in the artificial evolution of genes that code for enzymes. For the first time it is possible to consider the rapid development of an enzyme that is designed for a specific chemical reaction. This technology offers the opportunity to adapt the enzyme to the needs of the process. We describe herein the development of enzyme evolution technology and particularly DNA shuffling. We also consider several classes of enzymes, their current applications, and the limitations that should be addressed. In a review of this length it is impossible to describe all the enzymes with potential for industrial exploitation; there are other classes, which given appropriate activity, selectivity, and robustness, could become useful tools for the industrial chemist. This is an exciting era for biocatalysis and we expect great progress in the future.

Journal Article↗
PubMed2005

Evolution of a microbial acetyltransferase for modification of glyphosate: a novel tolerance strategy.

N-Acetylation is a modification of glyphosate that could potentially be used in transgenic crops, given a suitable acetyltransferase. Weak enzymatic activity (k(cat) = 5 min(-1), K(M) = 1 mM) for N-acetylation of glyphosate was discovered in several strains of Bacillus licheniformis (Weigmann) Chester by screening a microbial collection with a mass spectrometric assay. The parental enzyme conferred no tolerance to glyphosate in any host when expressed as a transgene. Eleven iterations of DNA shuffling resulted in a 7000-fold improvement in catalytic efficiency (k(cat)/K(M)), sufficient for conferring robust tolerance to field rates of glyphosate in transgenic tobacco and maize. In terms of k(cat)/K(M), the native enzyme exhibited weak activity (4-450% of that with glyphosate) with seven of the common amino acids. Evolution of the enzyme towards an improved k(cat)/K(M) for glyphosate resulted in increased activity toward aspartate (40-fold improved k(cat)), but activity with serine and phosphoserine almost completely vanished. No activity was observed among a broad sampling of nucleotides and antibiotics. Improved catalysis with glyphosate coincided with increased thermal stability.

Acetyltransferases↗
PubMed1998

Antibody scFv fragments without disulfide bonds made by molecular evolution.

We generated stable and functional cysteine-free antibody single-chain fragments (scFv) lacking the conserved disulfide bonds in both VH and VL. This was achieved by molecular evolution, starting from the scFv fragment of the levan binding antibody ABPC48, which is naturally missing one of the conserved cysteine residues, by using DNA shuffling and phage display. Several of the selected sequences were expressed and the resulting scFv proteins characterized by equilibrium urea denaturation. Three of the characterized proteins exhibit thermodynamic stability similar to the wild-type protein, and these cysteine-free mutant proteins can now be expressed in functional form in the Escherichia coli cytoplasm. We believe that such molecules are of great utility for use as intrabodies, can be produced by simpler expression strategies and may give further insight into the folding and stability of the immunoglobulin fold.

Amino Acid Sequence↗
PubMed1999

Selection for improved protein stability by phage display.

A library of mutants of a single-chain Fv fragment (scFv) was generated by a combination of directed and random mutagenesis, using oligonucleotides randomized at defined positions and two rounds of DNA shuffling. The library was based on the already well folding and stable scFv fragment 4D5Flu. In order to further improve this framework and test the efficiency of various selection strategies, phage display selection was carried out under different selective pressures for higher thermodynamic stability. Incubation of the display phages at elevated temperatures was compared to exposure of the phages to high concentrations of guanidinium chloride. Temperature stress-guided selection yielded the most stable scFv mutant after two rounds of mutagenesis and selection, due to the irreversibility of the unfolding process. It possessed only two mutations (His(L27d)Asn and Phe(L55)Val) and showed a thermodynamic stability improved by roughly 4 kcal/mol, threefold better expression yields in Escherichia coli as well as a 20-fold better binding constant than the 4D5Flu wild-type. The selection results obtained in this study delineate the advantages, disadvantages and limitations of different stability stress selection methods in phage display.

Amino Acid Sequence↗
PubMed2000

Directed evolution study of temperature adaptation in a psychrophilic enzyme.

We have used laboratory evolution methods to enhance the thermostability and activity of the psychrophilic protease subtilisin S41, with the goal of investigating the mechanisms by which this enzyme can adapt to different selection pressures. A combined strategy of random mutagenesis, saturation mutagenesis and in vitro recombination (DNA shuffling) was used to generate mutant libraries, which were screened to identify enzymes that acquired greater thermostability without sacrificing low-temperature activity. The half-life of seven-amino acid substitution variant 3-2G7 at 60 degrees C is approximately 500 times that of wild-type and far surpasses those of homologous mesophilic subtilisins. The dependence of half-life on calcium concentration indicates that enhanced calcium binding is largely responsible for the increased stability. The temperature optimum of the activity of 3-2G7 is shifted upward by approximately 10 degrees C. Unlike natural thermophilic enzymes, however, the activity of 3-2G7 at low temperatures was not compromised. The catalytic efficiency, k(cat)/K(M), was enhanced approximately threefold over a wide temperature range (10 to 60 degrees C). The activation energy for catalysis, determined by the temperature dependence of k(cat)/K(M) in the range 15 to 35 degrees C, is nearly identical to wild-type and close to half that of its highly similar mesophilic homolog, subtilisin SSII, indicating that the evolved S41 enzyme retained its psychrophilic character in spite of its dramatically increased thermostability. These results demonstrate that it is possible to increase activity at low temperatures and stability at high temperatures simultaneously. The fact that enzymes displaying both properties are not found in nature most likely reflects the effects of evolution, rather than any intrinsic physical-chemical limitations on proteins.

Adaptation, Physiological↗
PubMed2001

In vitro evolution of beta-glucuronidase into a beta-galactosidase proceeds through non-specific intermediates.

The Escherichia coli beta-glucuronidase (GUS) was evolved in vitro to catalyze the hydrolysis of a beta-galactoside substrate 500 times more efficiently (k(cat)/K(m)) than the wild-type, with a 52 million-fold inversion in specificity. The amino acid substitutions that recurred among 32 clones isolated in three rounds of DNA shuffling and screening were mapped to the active site. The functional consequences of these mutations were investigated by introducing them individually or in combination into otherwise wild-type gusA genes. The kinetic behavior of the purified mutant proteins in reactions with a series of substrate analogues show that four mutations account for the changes in substrate specificity, and that they are synergistic. An evolutionary intermediate, unlike the wild-type and evolved forms, exhibits broadened specificity for substrates dissimilar to either glucuronides or galactosides. These results are consistent with the "patchwork" hypothesis, which postulates that modern enzymes diverged from ancestors with broad specificity.

Directed Molecular Evolution↗
PubMed2001

Different structural requirements for plasminogen activator inhibitor 1 (PAI-1) during latency transition and proteinase inhibition as evidenced by phage-displayed hypermutated PAI-1 libraries.

Plasminogen activator inhibitor type 1 (PAI-1) is a member of the serine protease inhibitor (serpin) superfamily. Its highly mobile reactive-center loop (RCL) is thought to account for both the rapid inhibition of tissue-type plasminogen activator (t-PA), and the rapid and spontaneous transition of the unstable, active form of PAI-1 into a stable, inactive (latent) conformation (t(1/2) at 37 degrees C, 2.2 hours). We determined the amino acid residues responsible for the inherent instability of PAI-1, to assess whether these properties are independent and, consequently, whether the structural basis for inhibition and latency transition is different. For that purpose, a hypermutated PAI-1 library that is displayed on phage was pre-incubated for increasing periods (20 to 72 hours) at 37 degrees C, prior to a stringent selection for rapid t-PA binding. Accordingly, four rounds of phage-display selection resulted in the isolation of a stable PAI-1 variant (st-44: t(1/2) 450 hours) with 11 amino acid mutations. Backcrossing by DNA shuffling of this stable mutant with wt PAI-1 was performed to eliminate non-contributing mutations. It was shown that the combination of mutations at positions 50, 56, 61, 70, 94, 150, 222, 223, 264 and 331 increases the half-life of PAI-1 245-fold. Furthermore, within the limits of detection the stable mutants isolated are functionally indistinguishable from wild-type PAI-1 with respect to the rate of inhibition of t-PA, cleavage by t-PA, and binding to vitronectin. These stabilizing mutations constitute largely reversions to the stable "serpin consensus sequence" and are located in areas implicated in PAI-1 stability (e.g. the vitronectin-binding domain and the proximal hinge). Collectively, our data provide evidence that the structural requirements for PAI-1 loop insertion during latency transition and target proteinase inhibition can be separated.

Animals↗
PubMed2007

Improving the thermal stability of lactate oxidase by directed evolution.

Lactate oxidase is used in biosensors to measure the concentration of lactate in the blood and other body fluids. Increasing the thermostability of lactate oxidase can significantly prolong the lifetime of these biosensors. We have previously obtained a variant of lactate oxidase from Aerococcus viridans with two mutations (E160G/V198I) that is significantly more thermostable than the wild-type enzyme. Here we have attempted to further improve the thermostability of E160G/V198I lactate oxidase using directed evolution. We made a mutant lactate oxidase gene library by applying error-prone PCR and DNA shuffling, and screened for thermostable mutant lactate oxidase using a plate-based assay. After three rounds of screening we obtained a thermostable mutant lactate oxidase, which has six mutations (E160G/V198I/G36S/T103S/A232S/F277Y). The half-life of this lactate oxidase at 70 degrees C was about 2 times that of E160G/V198I and about 36 times that of the wild-type enzyme. The amino acid mutation process suggests that the combined neutral mutations are important in protein evolution.

Amino Acid Substitution↗
PubMed2003

Frequent mitochondrial gene rearrangements at the hymenopteran nad3-nad5 junction.

We characterized the organization of mitochondrial genes from a diverse range of hymenopterans. Of the 21 taxa characterized, 12 had distinct, derived organizations. Some rearrangements were consistent with the duplication-random loss mechanism, while others were not. Local inversions were relatively common, i.e., rearrangements characterized by the movement of genes from one mitochondrial strand to the other, opposite or close to their ancestral position. This type of rearrangement is inconsistent with the duplication/random loss model of mitochondrial gene rearrangement. Instead, they are best explained by the operation of recombination. Taxa with derived organizations were restricted to a single, monophyletic group of wasps, the Apocrita, which comprise about 90% of all hymenopterans.

Animals↗
PubMed2002

Biotechnology and bioremediation: successes and limitations.

With advances in biotechnology, bioremediation has become one of the most rapidly developing fields of environmental restoration, utilizing microorganisms to reduce the concentration and toxicity of various chemical pollutants, such as petroleum hydrocarbons, polycyclic aromatic hydrocarbons, polychlorinated biphenyls, phthalate esters, nitroaromatic compounds, industrial solvents, pesticides and metals. A number of bioremediation strategies have been developed to treat contaminated wastes and sites. Selecting the most appropriate strategy to treat a specific site can be guided by considering three basic principles: the amenability of the pollutant to biological transformation to less toxic products (biochemistry), the accessibility of the contaminant to microorganisms (bioavailability) and the opportunity for optimization of biological activity (bioactivity). Recent advances in the molecular genetics of biodegradation and studies on enzyme-tailoring and DNA-shuffling are discussed in this paper.

Biodegradation, Environmental↗
PubMed2004

Strain improvement for fermentation and biocatalysis processes by genetic engineering technology.

Twenty years ago, the first complete gene cluster encoding the actinorhodin biosynthetic pathway was cloned and characterized. Subsequently, the gene clusters encoding the biosynthetic pathways for many antibiotics were isolated. In the past decade, breakthroughs in technology brought that generation of rationally designed or new hybrid metabolites to fruition. Now, the development of high-throughput DNA sequencing and DNA microarray techniques enables researchers to identify the regulatory mechanisms for the overproduction of secondary metabolites and to monitor gene expression during the fermentation cycle, accelerating the rational application of metabolic pathway engineering. How are the new tools of biotechnology currently being applied to improve the production of secondary metabolites? Where will this progress lead us tomorrow? The use of whole cells or partially purified enzymes as catalysts has been increased significantly for chemical synthesis in pharmaceutical and fine-chemical industries. The development of PCR technologies for protein engineering and DNA shuffling is leading to the generation of new enzymes with increased stability to a wide range of pHs, temperatures and solvents and with increased substrate specificity, reaction rate and enantioselectivity. Where will this emerging technology lead us in the twenty-first century?

Biotechnology↗
PubMed2004

Protein engineering and applications of Candida rugosa lipase isoforms.

Commercial preparations of Candida rugosa lipase (CRL) are mixtures of lipase isoforms used for the hydrolysis and synthesis of various esters. The presence of variable isoforms and the amount of lipolytic protein in the crude lipase preparations lead to a lack of reproducibility of biocatalytic reactions. Purification of crude CRL improve their substrate specificity, enantioselectivity, stability, and specific activities. The expression of the isoforms is governed by culture or fermentation conditions. Unfortunately, the nonsporogenic yeast C. rugosa does not utilize the universal codon CTG for leucine; therefore, most of the CTG codons were converted to universal serine triplets by site-directed mutagenesis to gain expression of functional lipase in heterologous hosts. Recombinant expressions by multiple-site mutagenesis or complete synthesis of the lipase gene are other possible ways of obtaining pure and different CRL isoforms, in addition to culture engineering. Protein engineering of purified CRL isoforms allows the tailoring of enzyme function. This involves computer modeling based on available 3-D structures of lipase isoforms. Lid swapping and DNA shuffling techniques can be used to improve the enantioselectivity, thermostability, and substrate specificity of CRL isoforms and increase their biotechnological applications. Lid swapping can result in chimera proteins with new functions. The sequence of the lid can affect the activity and specificity of recombinant CRL isoforms. Candida rugosa lipase is toxicologically safe for food applications. Protein engineering through lid swapping and rationally designed site-directed mutagenesis will continue to lead to the production of CRL isoforms with improved catalytic power, thermostability, enantioselectivity, and substrate specificity, while providing evidence for the mechanisms of actions of the various isoforms.

Candida↗
PubMed2006

Directed evolution of an anti-prion protein scFv fragment to an affinity of 1 pM and its structural interpretation.

Bovine spongiform encephalopathy (BSE) is a fatal neurodegenerative prion disease affecting cattle that is transmissible to humans, manifesting as a variant of Creutzfeldt-Jakob disease (vCJD) likely following the consumption of meat contaminated with BSE prions. High-affinity antibodies are a prerequisite for the development of simple, highly sensitive and non-invasive diagnostic tests that are able to detect even small amounts of the disease-associated PrP conformer (PrP(Sc)). We describe here the affinity maturation of a single-chain Fv antibody fragment with a binding affinity of 1 pM to a peptide derived from the unstructured region of bovine PrP (BoPrP (90-105)). This is the tightest peptide-binding antibody reported to date and may find useful application in diagnostics, especially when PrP(Sc) is pretreated by denaturation and/or proteolysis for peptide-like presentation. Several rounds of directed evolution and off-rate selection with ribosome display were performed using an antibody library generated from a single PrP binder with error-prone PCR and DNA-shuffling. As the correct determinations of affinities in this range are not straightforward, competition biosensor techniques and KinExA methods were both applied and compared. Structural interpretation of the affinity improvement was performed based on the crystal structure of the original prion binder in complex with the BoPrP (95-104) peptide by modeling the corresponding mutations.

Amino Acid Sequence↗
PubMed2006

Adeno-associated virus serotypes: vector toolkit for human gene therapy.

Recombinant adeno-associated viral (AAV) vectors have rapidly advanced to the forefront of gene therapy in the past decade. The exponential progress of AAV-based vectors has been made possible by the isolation of several naturally occurring AAV serotypes and over 100 AAV variants from different animal species. These isolates are ideally suited to development into human gene therapy vectors due to their diverse tissue tropisms and potential to evade preexisting neutralizing antibodies against the common human AAV serotype 2. Despite their prolific application in several animal models of disease, the mechanisms underlying selective tropisms of AAV serotypes remain largely unknown. Efforts to understand cell surface receptor usage and intracellular trafficking pathways exploited by AAV continue to provide significant insight into the biology of AAV vectors. Such unique traits are thought to arise from differences in surface topology of the capsids of AAV serotypes and variants. In addition to the aforementioned naturally evolved AAV isolates, several strategies to engineer hybrid AAV serotype vectors have been formulated in recent years. The generation of mosaic or chimeric vectors through the transcapsidation or marker-rescue/domain-swapping approach, respectively, is notable in this regard. More recently, combinatorial strategies for engineering AAV vectors using error-prone PCR, DNA shuffling, and other molecular cloning techniques have been established. The latter library-based approaches can serve as powerful tools in the generation of low-immunogenic and cell/tissue type-specific AAV vectors for gene delivery. This review is focused on recent developments in the isolation of novel AAV serotypes and isolates, their production and purification, diverse tissue tropisms, mechanisms of cellular entry/trafficking, and capsid structure. Strategies for engineering hybrid AAV vectors derived from AAV serotypes and potential implications of the rapidly expanding AAV vector toolkit are discussed.

Animals↗
PubMed2002

Directed evolution of substrate-optimized GroEL/S chaperonins.

GroEL/S chaperonin ring complexes fold many unrelated proteins. To understand the basis and extent of the chaperonin substrate spectrum, we used rounds of selection and DNA shuffling to obtain GroEL/S variants that dramatically enhanced folding of a single substrate-green fluorescent protein (GFP). Changes in the substrate-optimized chaperonins increase the polarity of the folding cavity and alter the ATPase cycle. These findings reveal a surprising plasticity of GroEL/S, which can be exploited to aid folding of recombinant proteins. Our studies also reveal a conflict between specialization and generalization of chaperonins as increased GFP folding comes at the expense of the ability of GroEL/S to fold its natural substrates. This conflict and the nature of the ring structure may help explain the evolution of cellular chaperone systems.

Adenosine Triphosphatases↗