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Results for “directed evolution”

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PubMed2000

Evolution in the test tube as a means to create enantioselective enzymes for use in organic synthesis.

A novel method for the creation of mutant enzymes showing increased levels of enantioselectivity in a given synthetic organic reaction is reviewed. It makes use of directed evolution and is therefore independent of structural or mechanistic aspects. Accordingly, known molecular biological methods for random mutagenesis coupled with the proper expression system and high-throughput screening methods for enantioselectivity form the basis of this new approach. An example is the lipase-catalyzed hydrolytic kinetic resolution of a chiral ester in which the original enantioselectivity of 2% ee is increased to > 90% ee in just a few rounds of mutagenesis.

Directed Molecular Evolution↗
PubMed2000

Cold adaptation of a mesophilic subtilisin-like protease by laboratory evolution.

Enzymes isolated from organisms native to cold environments generally exhibit higher catalytic efficiency at low temperatures and greater thermosensitivity than their mesophilic counterparts. In an effort to understand the evolutionary process and the molecular basis of cold adaptation, we have used directed evolution to convert a mesophilic subtilisin-like protease from Bacillus sphaericus, SSII, into its psychrophilic counterpart. A single round of random mutagenesis followed by recombination of improved variants yielded a mutant, P3C9, with a catalytic rate constant (k(cat)) at 10 degrees C 6.6 times and a catalytic efficiency (k(cat)/K(M)) 9.6 times that of wild type. Its half-life at 70 degrees C is 3.3 times less than wild type. Although there is a trend toward decreasing stability during the progression from mesophile to psychrophile, there is not a strict correlation between decreasing stability and increasing low temperature activity. A first generation mutant with a >2-fold increase in k(cat) is actually more stable than wild type. This suggests that the ultimate decrease in stability may be due to random drift rather than a physical incompatibility between low temperature activity and high temperature stability. SSII shares 77. 4% identity with the naturally psychrophilic protease subtilisin S41. Although SSII and S41 differ at 85 positions, four amino acid substitutions were sufficient to generate an SSII whose low temperature activity is greater than that of S41. That none of the four are found in S41 indicates that there are multiple routes to cold adaptation.

Adaptation, Physiological↗
PubMed2002

Anticipatory evolution and DNA shuffling.

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.

DNA↗
PubMed2003

Computational methods for sequence mapping of large combinatorial libraries and deduced sequence signatures.

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.

Biotechnology↗
PubMed2001

Stability, catalytic versatility and evolution of the (beta alpha)(8)-barrel fold.

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.

Catalysis↗
PubMed2003

A T42M substitution in bacterial 5-enolpyruvylshikimate-3-phosphate synthase (EPSPS) generates enzymes with increased resistance to glyphosate.

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.

3-Phosphoshikimate 1-Carboxyvinyltransferase↗
PubMed2002

Optimizing lipases and related enzymes for efficient application.

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.

Bacteria↗
PubMed2001

Protein engineering by cell-surface display.

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.

Binding Sites↗
PubMed2003

In vivo evolution of an RNA-based transcriptional activator.

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.

Amino Acid Motifs↗
PubMed1996

Engineering new functions and altering existing functions.

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.

Binding Sites↗
PubMed2003

Microarray-based method for combinatorial library sequence mapping and characterization.

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.

Base Sequence↗
PubMed2002

Evolvability of random polypeptides through functional selection within a small library.

A directed evolution with phage-displayed random polypeptides of about 140 amino acid residues was followed until the sixth generation under a selection based on affinity to a transition state analog for an esterase reaction. The experimental design deliberately limits the observation to only 10 clones per generation. The first generation consists of three soluble random polypeptides and seven arbitrarily chosen clones from a previously constructed library. The clone showing the highest affinity in a generation was selected and subjected to random mutagenesis to generate variants for the next generation. Even within only 10 arbitrarily chosen polypeptides in each of the generations, there are enough variants in accord to capacity of binding affinity. In addition, the binding capacity of the selected polypeptides showed a gradual continuous increase over the generation. Furthermore, the purified selected random polypeptides exhibited a gradual but significant increase in esterase activity. The ease of the functional development within a small sequence variety implies that enzyme evolution is prompted even within a small population of random polypeptides.

Amino Acid Sequence↗
PubMed2003

User-friendly algorithms for estimating completeness and diversity in randomized protein-encoding libraries.

Directed evolution of proteins depends on the production of molecular diversity by random mutagenesis. While a number of methods have been developed for introducing this diversity, the best ways to sample it are not always clear. Here we used simple statistics to analyse completeness and diversity in randomized libraries generated by oligonucleotide-directed mutagenesis, error-prone polymerase chain reaction (epPCR) and in vitro recombination of highly homologous sequences. For oligonucleotide-directed mutagenesis, we derive equations to estimate how complete a given library is expected to be and also to predict the size of library required to give a fixed probability of being 100% complete. We describe the statistical bases for computer programs which estimate the number of distinct variants represented in epPCR and shuffled libraries, dubbed PEDEL and DRIVeR, respectively. These programs allow the user to calculate (rather than guess) the diversity represented in a given library and also provide empirical guidelines for maximizing this diversity. PEDEL and DRIVeR are available at www.bio.cam.ac.uk/ approximately blackburn/stats.html.

Algorithms↗
PubMed1996

The dynamic structure of EF-G studied by fusidic acid resistance and internal revertants.

We have previously identified 20 different fusidic acid-resistant alleles of fusA, encoding mutant forms of the ribosomal translocase EF-G. One of these, P413L, is used here as the starting point in selections for internal revertants, identifying 20 different pseudo-wild-type forms of EF-G. We have also identified two alleles of fusA previously isolated as suppressors of 4.5 S RNA deficiency. All of these mutants are analysed in terms of their effects on the structural dynamics of EF-G. Most mutation conferring fusidic acid-resistance interfere with conformational changes of EF-G, but some may be located at a possible fusidic acid binding site. Revertants of the P413L mutations restore the function of EF-G with or without affecting the level of resistance to fusidic acid. The revertant mutations probably restore the balance between the GDP and GTP conformations of EF-G off the ribosome, and most of them are located close to the interface between the G domain and domain II. The procedure for the isolation of pseudo-wild-type forms of EF-G can be used to direct evolution progressively away from the wild-type while still maintaining the essential functions of EF-G.

Anti-Bacterial Agents↗
PubMed2000

Approaches for deciphering the structural basis of low temperature enzyme activity.

An increasing number of enzymes active at low temperature are being studied to help determine the structural features important for cold-activity. This review examines the diversity of prokaryotic cold-active enzymes and the features proposed to account for low temperature activity. We then consider the difficulty of identifying the key structural features needed for cold-activity and the need to compare enzymes having different temperature optima from phylogenetically related organisms to determine features responsible for low temperature activity. In addition to studying naturally occurring enzymes, directed evolution experiments are discussed as methods for examining the proposed mechanisms influencing the thermal dependence of activity.

Bacteria↗
PubMed2001

Demonstration of the importance and usefulness of manipulating non-active-site residues in protein design.

Do non-active-site residues participate in protein function in a more direct way than just by holding the static framework of the protein molecule? If so, how important are they? As a model to answer these questions, ATB17, which is a mutant of aspartate aminotransferase created by directed evolution, is an ideal system because it shows a 10(6)-fold increase in the catalytic efficiency for valine but most of its 17 mutated residues are non-active-site residues. To analyze the roles of the mutations in the altered function, we divided the mutations into four groups, namely, three clusters and the remainder, based on their locations in the three-dimensional structure. Mutants with various combinations of the clusters were constructed and analyzed, and the data were interpreted in the context of the structure-function relationship of this enzyme. Each cluster shows characteristic effects: for example, one cluster appears to enhance the catalytic efficiency by fixing the conformation of the enzyme to that of the substrate-bound form. The effects of the clusters are largely additive and independent of each other. The present results illustrate how a protein function is dramatically modified by the accumulation of many seemingly inert mutations of non-active-site residues.

Amino Acid Substitution↗
PubMed2001

Industrial biocatalysis.

The number of industrial processes for the synthesis of fine and commodity chemicals, pharmaceutical and agrochemical intermediates and drug substances utilizing biological catalysts continues to grow. The combination of new molecular biology techniques, such as directed evolution and pathway engineering, with new and efficient high-throughput screening methods is poised to bolster this field and further advance the contribution of biocatalysis to the chemical and the pharmaceutical industries.

Catalysis↗