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DNA shuffling has proven to be a powerful technique for the directed evolution of proteins. A mix of theoretical and applied research has now provided insights into how recombination can be guided to more efficiently generate proteins and even organisms with altered functions.
Here we describe a computational approach for the high-throughput sequence mapping of combinatorial libraries obtained by DNA shuffling. Original algorithms and their software implementation were developed for the automated and reliable analysis of hybridization data of differentially labeled oligonucleotide probes with PCR products spotted on DNA microarrays. This novel approach allows a context-dependent sequence attribution tolerant to fluctuations in experimental conditions and is well adapted to hybridization signals of variable qualities resulting from high-throughput PCR amplification from colonies. In addition, the analysis permits the calculation of sequence signatures that are characteristic of combinatorial library structure, defects, and diversity. The approach is of interest for the characterization and the equalization (library reduction to nonredundant structures) of combinatorial libraries involved in directed evolution and could be extrapolated to high-throughput polymorphism analysis.
The (beta alpha)(8)-barrel is a versatile single-domain protein fold that is adopted by a large number of enzymes. The (beta alpha)(8)-barrel fold has been used as a model to elucidate the structural basis of protein thermostability and in studies to interconvert catalytic activities or substrate specificities by rational design or directed evolution. Recently, the (beta alpha)(4)-half-barrel was identified as a possible structural subdomain.
Mutants of class I enolpyruvylshikimate 3-phosphate synthase (EPSPS) with resistance to glyphosate were produced in a previous study using the staggered extension process with aroA genes from S. typhimurium and E. coli. Two of these mutants shared a common amino acid substitution, T42M, near the hinge region between the large globular domains of EPSPS. Using site-directed mutagenisis, we produced the T42M mutants without the other amino acid changes of the original mutants. The T42M substitution alone produced enzymes with a 9- to 25-fold decreased K(m)[PEP] and a 21- to 26-fold increased K(i)[glyphosate] compared to the wild-type enzymes. These results provide more testimony for the powerful approach for protein engineering by the combination of directed evolution and rational design.
Although numerous reactions have been performed using lipases and related enzymes (e.g. esterases and phospholipases), it is still a challenge to identify the most suitable biocatalyst and best reaction conditions for an efficient application. Frequently used methods such as immobilization and optimization of the reaction medium cannot be transferred from one reaction system or substrate to another. However, in the past few years, rational protein design and directed evolution have emerged as efficient alternative methods to optimize biocatalytic reactions.
Protein libraries displayed on cell surfaces can be labeled with soluble ligands exhibiting well-characterized binding equilibria and dissociation kinetics, and then quantitatively screened by flow cytometry at a rate of >10(4) clones/second. The promise of cell-surface display for directed evolution is being realized, with significant improvements recently reported in protein ligand binding affinity, stability, expression and enzymatic activity.
The amidohydrolase superfamily comprises hundreds of hydrolytic enzymes of the (beta/alpha)8 barrel fold with mono- or binuclear active-site metal centers, and a diverse spectrum of substrates and reactions. Promiscuous activities, or cross-reactivities, between different members of the same superfamily may provide important hints regarding evolutionary and mechanistic relationships. We examined three members: dihydroorotase (DHO), phosphotriesterase (PTE), and PTE-homology protein (PHP). Of particular interest are PTE, which is thought to have evolved within the last several decades, and PHP, an amidohydrolase superfamily member of unknown function, and the closest known homologue of PTE. We found a diverse and partially overlapping pattern of promiscuous activities in these enzymes, including a significant lactonase activity in PTE, esterase activities in both PTE and PHP, and a weak PTE activity in DHO. Directed evolution was applied to improve the promiscuous esterase activities of PTE and PHP. Remarkably, the most recurrent mutation increasing esterase activity in PTE, or PHP, maps to the same location in their superposed 3D structures. The evolved variants also exhibit newly acquired promiscuous activities that were not selected for, including very weak, yet measurable, paraoxonase activity in PHP. Our results illustrate the mechanistic, structural, and evolutionary links between these enzymes, and highlight the importance of studying laboratory evolution intermediates that might resemble node intermediates along the evolutionary pathways leading to the divergence of enzyme superfamilies.
DNA polymerases from different evolutionary families [Vent (exo-) DNA polymerase from the B-family polymerases, Taq DNA polymerase from the A-family polymerases and HIV reverse transcriptase from the reverse transcriptase family] were examined for their ability to incorporate the sugar-modified cyclohexenyl nucleoside triphosphates. All enzymes were able to use the cyclohexenyl nucleotides as a substrate. Using Vent (exo-) DNA polymerase and HIV reverse transcriptase, we were even able to incorporate seven consecutive cyclohexenyl nucleotides. Using a cyclohexenyl nucleic acid (CeNA) template, all enzymes tested were also able to synthesize a short DNA fragment. Since the DNA-dependent CeNA polymerization and the CeNA-dependent DNA polymerization is possible to a limited extend, we suggest CeNA as an ideal candidate to use in directed evolution methods for the development of a polymerase capable of replicating CeNA.
Bacillus subtilis lipase loses activity above pH 10.5 and below pH 6.0. However, at low pH, i.e. below pH 5.0, the lipase acquires remarkable thermostability. Activity was unaltered for 2 h at 323 K at pH 4.0-5.0, although at pH values above 7.0 the activity was lost rapidly within minutes. Circular-dichroism studies indicate significant changes in the tertiary structure of the lipase, whereas the secondary-structural content remained unaltered. To elucidate the structural basis of the enhanced thermostability, three different forms have been crystallized at low pH along with three crystal forms of two thermostable mutants obtained using a directed-evolution approach.
From random RNA libraries expressed in yeast, we evolved RNA-based transcriptional activators that are comparable in potency to the strongest natural protein activation domains. The evolved RNAs activated transcription up to 53-fold higher than a three-hybrid positive control using the Gal4 activation domain and only 2-fold lower than the highly active VP16 activation domain. Using a combination of directed evolution and site-directed mutagenesis, we dissected the functional elements of the evolved transcriptional activators. A surprisingly large fraction of RNAs from our library are capable of activating transcription, suggesting that nucleic acids may be well suited for binding transcriptional machinery elements normally recruited by proteins. In addition, our work demonstrates an RNA evolution-based approach to perturbing natural cellular function that may serve as a general tool for studying selectable or screenable biological processes in living cells.
Organophosphorus hydrolase (OPH, also known as phosphotriesterase) is a bacterial enzyme that is capable of degrading a wide range of neurotoxic organophosphate nerve agents. Directed evolution has been used to generate one variant (22A11) with up to 25-fold improved hydrolysis of methyl parathion. Surprisingly, this variant also degraded all other substrates (paraoxon, parathion and coumaphos) tested 2- to 10-fold faster. Since only one mutation (H257Y) is directly located in the active site, site-directed mutagenesis and saturation mutagenesis were used to identify the role of the other distal substitutions (A14T, A80V, K185R, H257Y, I274N) on substrate specificity and activity. Sequential site-directed mutagenesis indicated that K185R and I274N are the most important substitutions, leading to an improvement not only in the hydrolysis of methyl parathion but also the overall hydrolysis rate of all other substrates tested. Using structural modeling, these two mutations were shown to favor the formation of hydrogen bonds with nearby residues, resulting in structural changes that could alter the overall substrate hydrolysis.
High-throughput screening methodologies are already used in structural biology to define efficient protein crystallization and expression conditions. Recently, screening approaches have been extended to the optimization of genetic constructs for improved soluble protein expression. With similarities to the directed evolution strategies used in protein engineering, a target gene encoding a poorly expressed protein is mutated by truncation, fragmentation or point mutation. Rare clones with improved protein expression characteristics are then isolated from the random library using a phenotypic screen or selection. This article reviews the progress in this field and provides a general overview of relevant mutation methods, screens and selections.
Structural and mechanistic information, sequence comparisons, and site-directed mutagenesis data continue to provide a basis for the rational design of new protein functions and the alteration of existing functions. Random mutagenesis and 'directed evolution' approaches, however, are making significant headway in solving protein engineering problems, proving highly practical for tuning properties such as enzyme substrate specificity.
Here we describe a DNA-chip-based method for high-throughput sequence mapping. This involves competitive hybridization between short and differentially labeled fluorescent oligonucleotide probes and glass-supported PCR products. Competition between an excess of oligonucleotide probes targeting the same sequence segment improves sequence discrimination and reduces sensitivity to experimental conditions such as probe concentrations, hybridization, and washing temperatures and durations. The method was found to be particularly adapted to sequence mapping of combinatorial libraries obtained by DNA shuffling between members of a gene family. We present an application of this technique for the characterization of recombination biases in combinatorial libraries used in directed evolution.
Cytochrome p450 BM-3 (EC 1.14.14.1) catalyzes the hydroxylation and/or epoxidation of a broad range of substrates, including alkanes, alkenes, alcohols, fatty acids, amides, polyaromatic hydrocarbons, and heterocycles. For many of these notoriously water-insoluble compounds, p450 BM-3's K(m) values are in the millimolar range. Polar organic cosolvents are therefore added to increase substrate solubility and achieve high catalytic efficiency. Using p450 BM-3 as a catalyst for these important transformations requires that we improve its ability to tolerate the cosolvents. By directed evolution, we improved the activity of p450 BM-3 in the presence of dimethylsulfoxide (DMSO) and tetrahydrofuran (THF), achieving increases in specific activity up to 10-fold in 2% (v/v) THF and 6-fold in 25% (v/v) DMSO. The engineered p450 BM-3's are also significantly more resistant to acetone, acetonitrile, dimethylformamide, and ethanol as cosolvents in the reaction.
Methods such as monoclonal antibody technology, phage display, and ribosome display provide genetic routes to the selection of proteins and peptides with desired properties. However, extension to polymers of unnatural amino acids is problematic because the translation step is always performed in vivo or in crude extracts in the face of competition from natural amino acids. Here, we address this restriction using a pure translation system in which aminoacyl-tRNA synthetases and other competitors are deliberately omitted. First, we show that such a simplified system can synthesize long polypeptides. Second, we demonstrate "pure translation display" by selecting from an mRNA library only those mRNAs that encode a selectable unnatural amino acid upstream of a peptide spacer sequence long enough to span the ribosome tunnel. Pure translation display should enable the directed evolution of peptide analogs with desirable catalytic or pharmacological properties.
The expression of heterologous secreted proteins in Escherichia coli is widely employed for laboratory and preparative purposes. Thanks to advances in expression technologies over the past 25 years, many mammalian proteins can now be produced routinely in secreted form with yields in the gram/litre scale. Nonetheless, ensuring efficient secretion across the inner membrane, and preventing proteolytic degradation, incorrect disulfide-bond formation and aggregation into periplasmic inclusion bodies, frequently presents significant challenges. Recent advances in the understanding of the periplasmic folding quality control system are leading to new strategies to facilitate the expression of heterologous secreted proteins. In parallel, protein design and directed evolution approaches are beginning to be exploited for engineering of the cellular protein folding machinery to achieve further improvements in protein expression.
Bacterial type I polyketide synthases (PKSs) generate a structurally diverse group of natural products with a wide range of biological activities. Hybrid type I PKSs in which domains of one multifunctional polypeptide are replaced with components from heterologous systems have generated significant interest over the past decade. Almost invariably only one or several specific hybrids are made at a time and tested for functionality. This approach is slow, dependent upon a fortuitous choice of specific fusions points, and often leads to inactive or minimally active hybrid systems. We describe herein a method for generating and screening a library of hybrid pikAI complementation plasmids (encoding the loading domain and the first two extension domains of pikromycin PKS) able to restore pikromycin in a BB138 Streptomyces venezuelae pikAI-deletion mutant. In the first step the plasmid sequence encoding the loading domain AT(0)-ACP(0) was replaced by a counter selectable marker, sacB. DNA family shuffling was then used to generate a diverse library of chimeric AT(0)-ACP(0) fragments, which were used to replace sacB by lambda-Red-mediated in vivo recombination in an Escherichia coli host. This method resulted in the rapid and efficient generation of a large number of hybrid pikAI complementation plasmids, which were used to transform S.venezuelae BB138. A bioassay of over 4000 of these transformants successfully revealed three different PikAI hybrids which were able to lead to pikromycin production. The study suggests that most of the hybrids are not detectably functional, and underscores the need to generate and screen large and diverse libraries in which different fusion points are tried. The methodologies applied in this study address this need and can be used for directed evolution of any component of the PikPKS, and potentially other type I PKS systems.