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PubMed2005

Evolving strategies for enzyme engineering.

Directed evolution is a common technique to engineer enzymes for a diverse set of applications. Structural information and an understanding of how proteins respond to mutation and recombination are being used to develop improved directed evolution strategies by increasing the probability that mutant sequences have the desired properties. Strategies that target mutagenesis to particular regions of a protein or use recombination to introduce large sequence changes can complement full-gene random mutagenesis and pave the way to achieving ever more ambitious enzyme engineering goals.

Directed Molecular Evolution↗
PubMed2005

Engineering of pyranose 2-oxidase from Peniophora gigantea towards improved thermostability and catalytic efficiency.

To improve the stability and catalytic efficiency of pyranose 2-oxidase (P2Ox) by molecular enzyme evolution, we cloned P2Ox cDNA by RACE-PCR from a cDNA library derived from the basidiomycete Peniophora gigantea. The P2Ox gene was expressed in Escherichia coli BL21(DE3), yielding an intracellular and enzymatically active P2OxB with a volumetric yield of 500 units/l. Site-directed mutagenesis was employed to construct the P2Ox variant E540K (termed P2OxB1), which exhibited increased thermo- and pH-stability compared with the wild type, concomitantly with increased catalytic efficiencies (k(cat)/K(m)) for D-xylose and L-sorbose. P2OxB1 was provided with a C-terminal His(6)-tag (termed P2OxB1H) and subjected to directed evolution using error-prone PCR. Screening based on a chromogenic assay yielded the new P2Ox variant K312E (termed P2OxB2H) that showed significant improvements with respect to k(cat)/K(m) for D-glucose (5.3-fold), methyl-beta-D-glucoside (2.0-fold), D-galactose (4.8-fold), D-xylose (59.9-fold), and L-sorbose (69.0-fold), compared with wild-type P2Ox. The improved catalytic performance of P2OxB2H was demonstrated by bioconversions of L-sorbose that initially was a poor substrate for wild-type P2Ox. This is the first report on the improvement of a pyranose 2-oxidase by a dual approach of site-directed mutagenesis and directed evolution, and the application of the engineered P2Ox in bioconversions.

Amino Acid Substitution↗
PubMed1994

The theory of genotypic selection: predicting the direction of evolution as a consequence of G:U base pairing and the existence of non-pathogenic strains of HIV-1.

One aspect of the Theory of Genotypic Selection states that G:U base pairs are selected for function and structure. RNA secondary structures stabilised by G:U base pairs are suggested to be involved in the evolution of attenuated strains of polio virus. Asymmetric mutations (C-->U and A-->G) and convergent evolutionary solutions are explained as a direct consequence of G:U base pairing. The possibility of a naturally occurring attenuated strain of HIV-1 is predicted.

Base Composition↗
PubMed2005

Rapid creation of a novel protein function by in vitro coevolution.

We have developed a simple and efficient method for creation of novel protein functions in an existing protein scaffold. The in vitro coevolution method involves design of a hypothetical pathway for the target function followed by stepwise directed evolution of the corresponding protein along the pathway. As a test case, this strategy was used to engineer variants of human estrogen receptor alpha ligand-binding domain (hERalphaLBD) with novel corticosterone activity. Two steroids, testosterone and progesterone, that provide a progressive structural bridge between 17beta-estradiol and corticosterone, were chosen to assist the directed evolution of hERalphaLBD. A total of approximately 10(6) variants were screened in four rounds of random mutagenesis, resulting in two hERalphaLBD variants that respond to corticosterone. Creation of this new ligand activity required the presence of four simultaneous mutations. In addition, several required mutations were located outside the ligand binding pocket and yet exerted important action on ligand binding. Our results demonstrate the ability of in vitro coevolution to create novel protein function that is difficult or impossible to achieve by existing protein engineering approaches and also shed light on the natural evolution of nuclear hormone receptors. This in vitro coevolution approach should provide a powerful, broadly applicable tool for engineering biological molecules and systems with novel functions.

Corticosterone↗
PubMed2001

Application of a very high-throughput digital imaging screen to evolve the enzyme galactose oxidase.

Directed evolution has become an important enabling technology for the development of new enzymes in the chemical and pharmaceutical industries. Some of the most interesting substrates for these enzymes, such as polymers, have poor solubility or form highly viscous solutions and are therefore refractory to traditional high-throughput screens used in directed evolution. We combined digital imaging spectroscopy and a new solid-phase screening method to screen enzyme variants on problematic substrates highly efficiently and show here that the specific activity of the enzyme galactose oxidase can be improved using this technology. One of the variants we isolated, containing the mutation C383S, showed a 16-fold increase in activity, due in part to a 3-fold improvement in K(m). The present methodology should be applicable to the evolution of numerous other enzymes, including polysaccharide-modifying enzymes that could be used for the large-scale synthesis of modified polymers with novel chemical properties.

Directed Molecular Evolution↗
PubMed2004

Altering the substrate specificity of organophosphorus hydrolase for enhanced hydrolysis of chlorpyrifos.

Chlorpyrifos is one of the most popular pesticides used for agriculture crop protection, and widespread contamination is a potential concern. However, chlorpyrifos is hydrolyzed almost 1,000-fold slower than the preferred substrate, paraoxon, by organophosphorus hydrolase (OPH), an enzyme that can degrade a broad range of organophosphate pesticides. We have recently demonstrated that directed evolution can be used to generate OPH variants with up to 25-fold improvement in hydrolysis of methyl parathion. The obvious question and challenge are whether similar success could be achieved with this poorly hydrolyzed substrate, chlorpyrifos. For this study, five improved variants were selected from two rounds of directed evolution based on the formation of clear haloes on Luria-Bertani plates overlaid with chlorpyrifos. One variant, B3561, exhibited a 725-fold increase in the k(cat)/K(m) value for chlorpyrifos hydrolysis as well as enhanced hydrolysis rates for several other OP compounds tested. Considering that wild-type OPH hydrolyzes paraoxon at a rate close to the diffusion control limit, the 39-fold improvement in hydrolysis of paraoxon by B3561 suggests that this variant is one of the most efficient enzymes available to attack a wide spectrum of organophosphate nerve agents.

Amino Acid Substitution↗
PubMed2005

Resolving fiber crossing using advanced fast marching tractography based on diffusion tensor imaging.

Magnetic resonance diffusion tensor tractography is a powerful tool for the non-invasive depiction of the white matter architecture in the human brain. However, due to limitations in the underlying tensor model, the technique is often unable to reconstruct correct trajectories in heterogeneous fiber arrangements, such as axonal crossings. A novel tractography method based on fast marching (FM) is proposed which is capable of resolving fiber crossings and also permits trajectories to branch. It detects heterogeneous fiber arrangements by incorporating information from the entire diffusion tensor. The FM speed function is adapted to the local tensor characteristics, allowing in particular to maintain the front evolution direction in crossing situations. In addition, the FM's discretization error is reduced by increasing the number of considered possible front evolution directions. The performance of the technique is demonstrated in artificial data and in the healthy human brain. Comparisons with standard FM tractography and conventional line propagation algorithms show that, in the presence of interfering structures, the proposed method is more accurate in reconstructing trajectories. The in vivo results illustrate that the elucidated major white matter pathways are consistent with known anatomy and that multiple crossings and tract branching are handled correctly.

Algorithms↗
PubMed2006

Fluorescence activated cell sorting for enzymatic activity.

Directed evolution is a reliable method for protein engineering and as a tool for investigating structure/function relationships. A key for a successful directed evolution experiment is oftentimes the screen. Fluorescence activated cell sorting (FACS) is powerful high-throughput screening approach to isolate and identify mutants from large protein libraries. FACS has been successful in isolating proteins with improved or altered binding affinity. However, FACS screening for mutants with enhanced catalytic activity has been met with limited success. This review focuses on the FACS screening of protein libraries for enzymatic activity.

Catalysis↗
PubMed2007

A general method of terminal truncation, evolution, and re-elongation to generate enzymes of enhanced stability.

Improving enzyme stability is a highly desirable design step in generating enzymes able to function under extreme conditions, such as elevated temperatures, while having the additional benefit of being less susceptible to cleavage by proteases. For these reasons, many different approaches and techniques have been devised in constructing such proteins, but the results to date have been of mixed success. Here, we present a robust method involving the terminal truncation, random mutagenesis and fragmentation, recombination, elongation, and finally, selection at physiological temperatures, to generate an enzyme with improved stability. Three cycles of directed evolution comprising of random mutagenesis, DNA shuffling, and selection at 37 degrees C were used, using the bacterial enzyme TEM-1 beta-lactamase as a model protein to yield deletion mutants with in vivo ampicillin resistance levels comparable to wild-type (wt) enzyme. Kinetic studies demonstrate the selected mutant to have a significantly improved thermostability relative to its wt counterpart. Elongation of this mutant to the full-length gene resulted in a beta-lactamase variant with dramatically increased thermostability. This technique was so fruitful that the evolved enzyme retained its maximum catalytic activity even 20 degrees C above its wt parent protein optimum. Thus, structural perturbation by terminal truncation and subsequent compensation by directed evolution at physiological temperatures is a fast, efficient, and highly effective way to improve the thermostability of proteins without the need for selecting at elevated temperatures.

Amino Acid Sequence↗
PubMed2006

The evolution of catalytic efficiency and substrate promiscuity in human theta class 1-1 glutathione transferase.

Theta class glutathione transferases (GST) from various species exhibit markedly different catalytic activities in conjugating the tripeptide glutathione (GSH) to a variety of electrophilic substrates. For example, the human theta 1-1 enzyme (hGSTT1-1) is 440-fold less efficient than the rat theta 2-2 enzyme (rGSTT2-2) with the fluorogenic substrate 7-amino-4-chloromethyl coumarin (CMAC). Large libraries of hGSTT1-1 constructed by error-prone PCR, DNA shuffling, or saturation mutagenesis were screened for improved catalytic activity towards CMAC in a quantitative fashion using flow cytometry. An iterative directed evolution approach employing random mutagenesis in conjunction with homologous recombination gave rise to enzymes exhibiting up to a 20,000-fold increase in k(cat)/K(M) compared to hGSTT1-1. All highly active clones encoded one or more mutations at residues 32, 176, or 234. Combinatorial saturation mutagenesis was used to evaluate the full complement of natural amino acids at these positions, and resulted in the isolation of enzymes with catalytic rates comparable to those exhibited by the fastest mutants obtained via directed evolution. The substrate selectivities of enzymes resulting from random mutagenesis, DNA shuffling, and combinatorial saturation mutagenesis were evaluated using a series of distinct electrophiles. The results revealed that promiscuous substrate activities arose in a stochastic manner, as they did not correlate with catalytic efficiency towards the CMAC selection substrate. In contrast, chimeric enzymes previously constructed by homology-independent recombination of hGSTT-1 and rGSTT2-2 exhibited very different substrate promiscuity profiles, and showed a more defined relationship between evolved and promiscuous activities.

Catalysis↗
PubMed2000

Functional expression of horseradish peroxidase in Saccharomyces cerevisiae and Pichia pastoris.

The ability to engineer proteins by directed evolution requires functional expression of the target polypeptide in a recombinant host suitable for construction and screening libraries of enzyme variants. Bacteria and yeast are preferred, but eukaryotic proteins often fail to express in active form in these cells. We have attempted to resolve this problem by identifying mutations in the target gene that facilitate its functional expression in a given recombinant host. Here we examined expression of HRP in Saccharomyces cerevisiae. Through three rounds of directed evolution by random point mutagenesis and screening, we obtained a 40-fold increase in total HRP activity in the S.cerevisiae culture supernatant compared with wild-type, as measured on ABTS ¿2, 2'-azinobis(3-ethylbenzthiazoline-6-sulfonic acid) (260 units/l/OD(600)). Genes from wild-type and two high-activity clones were expressed in Pichia pastoris, where the total ABTS activity reached 600 units/l/OD(600) in shake flasks. The mutants show up to 5.4-fold higher specific activity towards ABTS and 2.3-fold higher specific activity towards guaiacol.

Base Sequence↗
PubMed2003

Evolution of phage with chemically ambiguous proteomes.

BACKGROUND: The widespread introduction of amino acid substitutions into organismal proteomes has occurred during natural evolution, but has been difficult to achieve by directed evolution. The adaptation of the translation apparatus represents one barrier, but the multiple mutations that may be required throughout a proteome in order to accommodate an alternative amino acid or analogue is an even more daunting problem. The evolution of a small bacteriophage proteome to accommodate an unnatural amino acid analogue can provide insights into the number and type of substitutions that individual proteins will require to retain functionality. RESULTS: The bacteriophage Qbeta initially grows poorly in the presence of the amino acid analogue 6-fluorotryptophan. After 25 serial passages, the fitness of the phage on the analogue was substantially increased; there was no loss of fitness when the evolved phage were passaged in the presence of tryptophan. Seven mutations were fixed throughout the phage in two independent lines of descent. None of the mutations changed a tryptophan residue. CONCLUSIONS: A relatively small number of mutations allowed an unnatural amino acid to be functionally incorporated into a highly interdependent set of proteins. These results support the 'ambiguous intermediate' hypothesis for the emergence of divergent genetic codes, in which the adoption of a new genetic code is preceded by the evolution of proteins that can simultaneously accommodate more than one amino acid at a given codon. It may now be possible to direct the evolution of organisms with novel genetic codes using methods that promote ambiguous intermediates.

Allolevivirus↗
PubMed2004

DARTs: A DNA-based in vitro polypeptide display technology.

Display technologies link proteins with the genes that encode them, providing a means of selecting proteins with desired properties through the process of directed evolution. Here, we describe DNA/protein attachment and recovery tools (DARTs), a novel polypeptide display technology that utilizes the Agrobacterium tumefaciens protein VirD2 to generate DNA-protein hybrid molecules. The resulting DNA-protein hybrids are small, robust, and are not expected to be subject to the synthesis and selection biases associated with viral- and cell-based display systems. We demonstrated that these DNA-protein hybrids could be used to display a variety of peptides that bind to appropriate antibodies for immunodetection and immunopurification. Further, the DNA components of the hybrid molecules can hybridize to complementary DNA molecules in solution or on a solid substrate. Because full-length VirD2 self-associated, we constructed a truncation that did not self-associate but still exhibited DNA linking activity and efficiently displayed peptides. Finally, we purified DNA-protein hybrids using their displayed peptide epitopes and amplified their DNA components by polymerase chain reaction. We suggest that the DART polypeptide display system will be valuable for performing directed evolution and generating protein arrays.

Base Sequence↗
PubMed2003

A yeast display system for engineering functional peptide-MHC complexes.

In a cellular immune response, antigenic peptides derived by intracellular processing of foreign pathogens are bound to the class I major histocompatability complex (MHC I) and presented to CD8(+) cytotoxic T cells. Although the crystal structures of several different MHC products have been solved, many MHC molecules, including some associated with diseases, have not been amenable to biochemical and structural studies. The variability in this success is based largely on the fact that peptide-MHC complexes vary extensively in their stability. These properties also are intimately tied to the biological activity of the complexes. The ability to apply the techniques of directed evolution to this system in order to engineer stable complexes has been complicated by the trimeric structure of peptide-MHC complexes, requiring association of three polypeptides: the heavy chain, beta2-microglubulin (beta2m), and a short peptide. We show here that single-chain forms of peptide-MHC complexes can be expressed as Aga-2 fusions on the surface of yeast. Three different complexes, SIYRYYGL-K(b)-beta2m (SIYR-K(b)), EQYKFYSV-K(b)-beta2m (dEV8-K(b)), and SIINFEKL-K(b)-beta2m (OVA-K(b)), were expressed on yeast and detected by flow cytometry with a conformation-specific anti-K(b) antibody (B.8.24.3). In addition, yeast displaying K(b) loaded with exogenous SIYR and OVA peptides were recognized by a high-affinity T cell receptor that is specific for SIYR-K(b) and by an antibody (25.D1-16) that is specific for OVA-K(b), respectively. Finally, yeast that display the SIYRYYGL-K(b) also directly stimulated CD69 up-regulation on naive 2C T cells. Hence, yeast display represents a technology that can be used for directed evolution of any of the components of the trimeric pep-MHC complex.

Animals↗
PubMed2004

Correlation between catalytic efficiency and the transcription read-out in chemical complementation: a general assay for enzyme catalysis.

High-throughput assays for enzyme catalysis that can be applied to a broad range of chemical reactions are key to advances in directed evolution and proteomics. Recently, we reported such a general assay, chemical complementation, which links enzyme catalysis to reporter gene transcription in vivo using the yeast three-hybrid assay. In this proof-of-principle experiment, it was shown that a wild-type beta-lactamase enzyme could be isolated from a pool of inactive mutants using a lacZ screen. Ideally, however, such an assay should be able to distinguish enzymes based on their catalytic activity. Thus, here, we set out to determine if the catalytic efficiency of an enzyme variant does in fact correlate with its level of transcription activation in the chemical complementation assay. First, the reaction mechanism for the cleavage of the beta-lactam substrate used in the chemical complementation proof-of-principle experiment was determined. Then a series of beta-lactamase variants was designed to span several orders of magnitude in k(cat)/K(m). The activity of each variant was determined both in vitro using purified enzyme and in vivo in the chemical complementation transcription assay. Beta-lactamase variants spanning three-orders of magnitude in k(cat)/K(m) could be distinguished in the assay, and the catalytic efficiency of each variant correlated with its level of transcription activation in vivo. These results establish the suitability of chemical complementation for the directed evolution of enzymes with improvements in catalytic activity and for profiling the relative substrate specificities of a group of enzymes in proteomics applications.

Catalysis↗
PubMed2006

Easy approach to DNA shuffling: its potential implication in health sciences.

Directed evolution experiments rely on the cyclical application of mutagenesis, screening and amplifications in a test tube. During the laboratory evolution of biological molecules, recombination has been used to generate novel sequences in a process known as DNA shuffling. DNA shuffling is a recently developed technique that allows accelerated and directed protein evolution for desired properties in vitro, which recombines and evolves genes to rapidly obtain molecules with improved biological activity and fitness. DNA shuffling is generally achieved by DNaseI treatment and by PCR. This has led to the creation of novel proteins for a wide range of applications. The use of improved enzymes for medical, industrial and environmental purposes is prevalent today, and will be expanding. New applications in vaccine development and disease diagnosis are among the key features of DNA shuffling. However, directed evolution currently requires an uncertain, typically large number of labor-intensive and expensive experimental cycles before proteins with improved function are identified. A simplified and low-cost DNA shuffling protocol for random recombination of homologous genes in vitro is described here.

DNA Shuffling↗
PubMed2006

The change of the scFv into the Fab format improves the stability and in vivo toxin neutralization capacity of recombinant antibodies.

The antigen-binding fragment (Fab) has been considered a more functionally stable version of recombinant antibodies than single chain antibody fragments (scFvs), however this intuitive consideration has not been sufficiently proven in vivo. This communication shows that three out of four specific scFvs against a scorpion toxin, with different affinities and stabilities, become neutralizing in vivo when expressed as Fabs, despite the fact that they are not neutralizing in the scFv format. A scFv fragment previously obtained from a neutralizing mouse antibody (BCF2) was used to produce three derived scFvs by directed evolution. Only one of them was neutralizing, however when expressed as Fab, all of them became neutralizing fragments in vivo. The initial scFvBCF2 (earlier used for directed evolution) was not neutralizing in the scFv format. After expressing it as Fab did not become a neutralizing fragment, but did reduce the intoxication symptoms of experimental mice. The stability of the four Fabs derived from their respective scFvs was improved when tested in the presence of guanidinium chloride. The in vitro stability of the Fab format has been shown earlier, but the physiological consequences of this stability are shown in this communication. The present results indicate that improved functional stability conferred by the Fab format can replace additional maturation steps, when the affinity and stability are close to the minimum necessary to be neutralizing.

Animals↗
PubMed2006

Laboratory-evolved vanadium chloroperoxidase exhibits 100-fold higher halogenating activity at alkaline pH: catalytic effects from first and second coordination sphere mutations.

Directed evolution was performed on vanadium chloroperoxidase from the fungus Curvularia inaequalis to increase its brominating activity at a mildly alkaline pH for industrial and synthetic applications and to further understand its mechanism. After successful expression of the enzyme in Escherichia coli, two rounds of screening and selection, saturation mutagenesis of a "hot spot," and rational recombination, a triple mutant (P395D/L241V/T343A) was obtained that showed a 100-fold increase in activity at pH 8 (k(cat) = 100 s(-1)). The increased K(m) values for Br(-) (3.1 mm) and H(2)O(2) (16 microm) are smaller than those found for vanadium bromoperoxidases that are reasonably active at this pH. In addition the brominating activity at pH 5 was increased by a factor of 6 (k(cat) = 575 s(-1)), and the chlorinating activity at pH 5 was increased by a factor of 2 (k(cat) = 36 s(-1)), yielding the "best" vanadium haloperoxidase known thus far. The mutations are in the first and second coordination sphere of the vanadate cofactor, and the catalytic effects suggest that fine tuning of residues Lys-353 and Phe-397, along with addition of negative charge or removal of positive charge near one of the vanadate oxygens, is very important. Lys-353 and Phe-397 were previously assigned to be essential in peroxide activation and halide binding. Analysis of the catalytic parameters of the mutant vanadium bromoperoxidase from the seaweed Ascophyllum nodosum also adds fuel to the discussion regarding factors governing the halide specificity of vanadium haloperoxidases. This study presents the first example of directed evolution of a vanadium enzyme.

Ascomycota↗