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PubMed2004

An evolutionary route to xylanase process fitness.

Directed evolution technologies were used to selectively improve the stability of an enzyme without compromising its catalytic activity. In particular, this article describes the tandem use of two evolution strategies to evolve a xylanase, rendering it tolerant to temperatures in excess of 90 degrees C. A library of all possible 19 amino acid substitutions at each residue position was generated and screened for activity after a temperature challenge. Nine single amino acid residue changes were identified that enhanced thermostability. All 512 possible combinatorial variants of the nine mutations were then generated and screened for improved thermal tolerance under stringent conditions. The screen yielded eleven variants with substantially improved thermal tolerance. Denaturation temperature transition midpoints were increased from 61 degrees C to as high as 96 degrees C. The use of two evolution strategies in combination enabled the rapid discovery of the enzyme variant with the highest degree of fitness (greater thermal tolerance and activity relative to the wild-type parent).

Amino Acid Substitution↗
PubMed2001

An error-prone T7 RNA polymerase mutant generated by directed evolution.

Viruses replicate their genomes at exceptionally high mutation rates. Their offspring evolve rapidly and therefore, are able to evade common immunological and chemical antiviral agents. In parallel, virus genomes cannot tolerate a further increase in mutation rate: Experimental evidence exists that even few additional mutations are sufficient for the extinction of a viral population. A future antiviral strategy might therefore aim at increasing the error-producing capacity of viral replication enzymes. We employed the principles of directed evolution and developed a scheme for the stringent positive selection of error-prone polymerase activity. A mutant T7 RNA polymerase with a nucleotide substitution error rate at least 20-fold greater than that of the wild-type was selected. This enzyme synthesized highly heterogeneous RNA products in vitro or in vivo and also decreased the replication efficiency of wild-type bacteriophage T7 during infection.

Bacteriophage T7↗
PubMed2001

Directed evolution of proteins by exon shuffling.

Evolution of eukaryotes is mediated by sexual recombination of parental genomes. Crossovers occur in random, but homologous, positions at a frequency that depends on DNA length. As exons occupy only 1% of the human genome and introns about 24%, by far most of the crossovers occur between exons, rather than inside. The natural process of creating new combinations of exons by intronic recombination is called exon shuffling. Our group is developing in vitro formats for exon shuffling and applying these to the directed evolution of proteins. Based on the splice frame junctions, nine classes of exons and three classes of introns can be distinguished. Splice frame diagrams of natural genes show how the splice frame rules govern exon shuffling. Here, we review various approaches to constructing libraries of exon-shuffled genes. For example, exon shuffling of human pharmaceutical proteins can generate libraries in which all of the sequences are fully human, without the point mutations that raise concerns about immunogenicity.

Directed Molecular Evolution↗
PubMed1999

Preliminary characterization of crystals of an in vitro evolved cyanocobalamin (vitamin B12) binding RNA.

A 35-nucleotide pseudoknot that binds vitamin B12 been isolated using systematic evolution of ligands by exponential enrichment (SELEX). Affinity chromatography was used to purify functional, properly folded molecules and the hanging-drop vapor-diffusion method was used to crystallize this aptamer. Two crystal forms have been obtained and the preliminary crystallographic characterization is reported here. Both crystal forms (space groups I222 or I212121 and C2221) diffract to 2.9 A and should prove sufficient for structure determination.

Base Sequence↗
PubMed2006

Frame shuffling: a novel method for in vitro protein evolution.

We describe 'frame shuffling', a novel method for preparing artificial protein libraries. With this method, a Y-family DNA polymerase known to introduce frame shift mutations at high rates is utilized to scramble the reading frames of a parental gene. The resultant progeny produce mutant proteins having segmental sequence changes. Such frame-shuffled mutant proteins exhibit physicochemical properties that differ from those of proteins obtained using conventional mutagenesis.

Amino Acid Sequence↗
PubMed1996

Directed evolution of a para-nitrobenzyl esterase for aqueous-organic solvents.

Through sequential generations of random mutagenesis and screening, we have directed the evolution of an esterase for deprotection of an antibiotic p-nitrobenzyl ester in aqueous-organic solvents. Because rapid screening directly on the desired antibiotic (loracarbef) nucleus p-nitrobenzyl ester was not feasible, the p-nitrophenyl ester was employed. Catalytic performance on the screening substrate was shown to reasonably mimic enzyme activity toward the desired ester. One p-nitrobenzyl esterase variant performs as well in 30% dimethylformamide as the wildtype enzyme in water, reflecting a 16-fold increase in esterase activity. Random pairwise gene recombination of two positive variants led to a further two-fold improvement in activity. Considering also the increased expression level achieved during these experiments, the net result of four sequential generations of random mutagenesis and the one recombination step is a 50-60-fold increase in total activity. Although the contributions of individual effective amino acid substitutions to enhanced activity are small (< 2-fold increases), the accumulation of multiple mutations by directed evolution allows significant improvement of the biocatalyst for reactions on substrates and under conditions not already optimized in nature. The positions of the effective amino acid substitutions have been identified in a pNB esterase structural model developed based on its homology to acetylcholinesterase and triacylglycerol lipase. None appear to interact directly with the antibiotic substrate, further underscoring the difficulty of predicting their effects in a 'rational' design effort.

Amino Acid Substitution↗
PubMed1998

Improving hydrolases for organic synthesis.

Improving hydrolases by site-directed mutagenesis continues to be important, but an alternative method - directed evolution - also gains favor. Directed evolution combines random mutagenesis with screening or selection for the desired property. Directed evolution is especially useful for cases like solvent tolerance or thermostability where current theories are inadequate to predict which structural changes will give improvement. Researchers have also recently made significant progress on several practical problems: how to maintain the high activity of proteases and lipases in nonpolar organic solvents, how to resolve amines, and how to efficiently recycle the unwanted enantiomer in kinetic resolutions. Besides the lipases and proteases, researchers are also developing new hydrolases, notably dehalogenases and epoxide hydrolases.

Directed Molecular Evolution↗
PubMed2002

The 'biased' evolution of targeted gene repair.

Targeted gene repair is a powerful yet controversial technique invented to direct single-base changes in chromosomal genes. The reaction mechanism has only recently come to light, and parameters that confer a level of control on the frequency of repair are still being defined in model genetic systems. Regulatory factors, such as strand bias, vector length, and the phase of the cell cycle in which targeting events take place, are now appreciated. This knowledge will lead to development of this technique for everyday genomics applications and, hopefully, gene therapeutics.

Animals↗
PubMed1998

Structured-tree topology and adaptive evolution of the simian immunodeficiency virus SIVsm envelope during serial passage in rhesus macaques according to likelihood mapping and quartet puzzling.

Species-specific strains of simian immunodeficiency virus (SIV) are nonpathogenic in African primates. The SIV strain most closely related to human immunodeficiency virus type 2 (HIV-2) is SIVsm, the strain specific to the sooty mangabey (Cercocebus atys). Infection of Asian primates with SIV causes AIDS and allows the study of the adaptive evolution of a lentivirus to replicate efficiently in a new host, providing a useful animal model of HIV infection and AIDS in humans. Serial passage of SIVsm from sooty mangabeys in rhesus macaques drastically shortened the time of disease progression from 1.5 years to 1 month as the retrovirus adapted to these Asian hosts. In the present study we analyzed the quasispecies nature of the SIVsm envelope gene (env) during serial population passage in rhesus macaques. We asked ourselves if phylogenetic evidence could be provided for the structured topology of the SIVsm env tree and subsequently for the adaptive evolution of SIVsm env. Likelihood mapping showed that phylogenetic reconstruction of the passage was possible because a high percentage of the sequence data had a "tree-like" form. Subsequently, quartet puzzling was used and produced a phylogeny with a structure parallel to the known infection history. The adaptation of SIVsm to Asian rhesus macaques appears to be an ordered process in which the env evolves in a tree-like manner, particularly in its constant regions.

Adaptation, Biological↗
PubMed2006

Small molecules: big players in the evolution of protein synthesis.

The aminoacyl-tRNA synthetases (aaRSs) are responsible for selecting specific amino acids for protein synthesis, and this essential role in translation has garnered them much attention as targets for novel antimicrobials. Understanding how the aaRSs evolved efficient substrate selection offers a potential route to develop useful inhibitors of microbial protein synthesis. Here, we discuss discrimination of small molecules by aaRSs, and how the evolutionary divergence of these mechanisms offers a means to target inhibitors against these essential microbial enzymes.

Amino Acyl-tRNA Synthetases↗
PubMed2006

Improvement of the activity of arylmalonate decarboxylase by random mutagenesis.

Arylmalonate decarboxylase (EC 4.1.1.76) catalyzes enantioselective decarboxylation of alpha-aryl-alpha-methylmalonates to give optically pure alpha-arylpropionates. Recently, we have succeeded in creating a double mutant enzyme that gave opposite enantionmer as the product. Unfortunately, however, the activity of the mutant decreased far lower than that of the native enzyme. Thus, we performed the directed evolution of the mutant via the random mutagenesis method employing the mutator strain Escherichia coli XL1-Red. About 50,000 mutants were screened on color assay plate, and one mutant with higher activity was obtained. Gene analysis of this mutant indicated that the obtained enzyme had an S36N mutation in addition to its original G74C/C188S mutations. The activity of the triple mutant enzyme was tenfold higher than that of the starting doubly mutated enzyme.

Alcaligenes↗
PubMed2003

Significantly enhanced stability of glucose dehydrogenase by directed evolution.

An NaCl-independent stability-enhanced mutant of glucose dehydrogenase (GlcDH) was obtained by using in vitro directed evolution. The family shuffling method was applied for in vitro directed evolution to construct a mutant library of GlcDH genes. Three GlcDH-coding genes from Bacillus licheniformis IFO 12200, Bacillus megaterium IFO 15308 and Bacillus subtilis IFO 13719 were each cloned by direct PCR amplification into the p Trc99A expression vector and expressed in the host, Escherichia coli. In addition to these three GlcDH genes, a gene encoding a previously obtained GlcDH mutant, F20 (Q252L), derived from B. megaterium IWG3, was also subjected to directed evolution by the family shuffling method. A highly thermostable mutant, GlcDH DN-46, was isolated in the presence or absence of NaCl after the second round of family shuffling and filter-based screening of the mutant libraries. This mutant had only one novel additional amino acid residue exchange (E170K) compared to F20, even though DN-46 was obtained by family shuffling of four different GlcDH genes. The effect of temperature and pH on the stability of the GlcDH mutants F20 and DN46 was investigated with purified enzymes in the presence or absence of NaCl. In the absence of NaCl, F20 showed very poor thermostability (half-life =1.3 min at 66 degrees C), while the half-life of isolated mutant DN-46 was 540 min at 66 degrees C, i.e., 415-fold more thermostable than mutant F20. The activity of the wild-type and F20 enzymes dropped critically when the pH value was changed to the alkaline range in the absence of NaCl, but no such decrease was apparent with the DN-46 enzyme in the absence of NaCl.

Bacillus↗
PubMed2006

Novel proteins in emulsions using in vitro compartmentalization.

IVC (in vitro compartmentalization) provides a complete cell-free approach for the production of novel targeted proteins. IVC uses aqueous droplets, which contain DNA and components for protein production, within water-in-oil emulsions. Recent advances in the composition and formation, as well as the detection, sorting and recovery, of the droplets enable the evolution of the encoded protein. Furthermore, IVC technology permits the step-wise addition of reagents into the droplets, making them suitable for high-throughput applications - where synthetic enzymes with substrate specificity are selected for catalytic activity, binding and regulation. In the broad field of in vitro display, developments such as the incorporation of unnatural amino acids and the production of cell toxic proteins expand the diverse spectrum of future applications for IVC.

Biomimetics↗
PubMed2006

[Rational evolutionary design and modification of gene: a short-path of direct evolution].

Directed evolution is a powerful means in academic study and industrial application to modified and functionally improved proteins. There have been significant and impressive advances using the artificial method. Rational Evolutionary Design utilizes structural and sequence alignment information to create new genes and proteins. Rational Evolutionary Design has recently emerged as an attractive approach for studying function of proteins. The review mainly introduced four aspects: preferred codon usage, structural and sequence alignment, key domain analysis, site-directed recombination.

Directed Molecular Evolution↗
PubMed2005

Semi-rational approaches to engineering enzyme activity: combining the benefits of directed evolution and rational design.

Many research groups successfully rely on whole-gene random mutagenesis and recombination approaches for the directed evolution of enzymes. Recent advances in enzyme engineering have used a combination of these random methods of directed evolution with elements of rational enzyme modification to successfully by-pass certain limitations of both directed evolution and rational design. Semi-rational approaches that target multiple, specific residues to mutate on the basis of prior structural or functional knowledge create 'smart' libraries that are more likely to yield positive results. Efficient sampling of mutations likely to affect enzyme function has been conducted both experimentally and, on a much greater scale, computationally, with remarkable improvements in substrate selectivity and specificity and in the de novo design of enzyme activities within scaffolds of known structure.

Combinatorial Chemistry Techniques↗
PubMed2006

Assessing computational amino acid beta-turn propensities with a phage-displayed combinatorial library and directed evolution.

Structure propensities of amino acids are important determinants in guiding proteins' local and global structure formation. We constructed a phage display library--a hexa-HIS tag upstream of a CXXC (X stands for any of the 20 natural amino acids) motif appending N-terminal to the minor capsid protein pIII of M13KE filamentous phage--and developed a novel directed-evolution procedure to select for amino acid sequences forming increasingly stable beta-turns in the disulfide-bridged CXXC motif. The sequences that emerged from the directed-evolution cycles were in good agreement with type II beta-turn propensities derived from surveys of known protein structures, in particular, Pro-Gly forming a type II beta-turn. The agreement strongly supported the notion that beta-turn formation plays an active role in initiating local structure folding in proteins.

Amino Acid Sequence↗
PubMed2002

Evolution of Tetrahymena ribozyme mutants with increased structural stability.

Determining how large RNA molecules stabilize their tertiary structures is critical for understanding how they perform their biological functions. Here we use in vitro selection to identify active variants of the Tetrahymena ribozyme with increased stability. The mutant pool converged to a single family that shared nine mutations; an RNA representing the consensus sequence was structurally more stable by 10.5 degrees C and catalytically active at elevated temperatures. Remarkably, of the nine altered sites, most are already known to be involved in tertiary interactions, and the stabilizing mutations primarily improve the packing interactions in the molecular interior. The wild type ribozyme and the selected mutants provide pairs of mesophilic and thermophilic homologs for studying the origin of their thermal stability.

Animals↗
PubMed2005

Multiplex-PCR-based recombination as a novel high-fidelity method for directed evolution.

A new and convenient method for the in vitro recombination of single point mutations is presented. This method efficiently reduces the introduction of novel point mutations, which usually occur during recombination processes. A multiplex polymerase chain reaction (multiplex-PCR) generates gene fragments that contain preformed point mutations. These fragments are subsequently assembled into full-length genes by a recombination-PCR step. The process of multiplex-PCR-based recombination (MUPREC) does not require DNase I digestion for gene-fragmentation and is therefore easy to perform, even with small amounts of target DNA. The protocol yields high frequencies of recombination without creating a wild-type background. Furthermore, the low error rate results in high-quality variant libraries of true recombinants, thereby minimizing the screening efforts and saving time and money. The MUPREC method was used in the directed evolution of a Bacillus subtilis lipase that can catalyse the enantioselective hydrolysis of a model meso-compound. Thereby, the method was proved to be useful in producing a reliable second-generation library of true recombinants from which better performing variants were identified by using a high-throughput electrospray ionization mass spectrometry (ESI-MS) screening system.

Amino Acid Sequence↗