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At least 127 records · Page 7Linked to original sources
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↗
PubMed2003

A comparison of directed evolution approaches using the beta-glucuronidase model system.

Protein engineers can alter the properties of enzymes by directing their evolution in vitro. Many methods to generate molecular diversity and to identify improved clones have been developed, but experimental evolution remains as much an art as a science. We previously used DNA shuffling (sexual recombination) and a histochemical screen to direct the evolution of Escherichia coli beta-glucuronidase (GUS) variants with improved beta-galactosidase (BGAL) activity. Here, we employ the same model evolutionary system to test the efficiencies of several other techniques: recursive random mutagenesis (asexual), combinatorial cassette mutagenesis (high-frequency recombination) and a versatile high-throughput microplate screen. GUS variants with altered specificity evolved in each trial, but different combinations of mutagenesis and screening techniques effected the fixation of different beneficial mutations. The new microplate screen identified a broader set of mutations than the previously employed X-gal colony screen. Recursive random mutagenesis produced essentially asexual populations, within which beneficial mutations drove each other into extinction (clonal interference); DNA shuffling and combinatorial cassette mutagenesis led instead to the accumulation of beneficial mutations within a single allele. These results explain why recombinational approaches generally increase the efficiency of laboratory evolution.

Directed Molecular Evolution↗
PubMed2007

Versatile DNA fragmentation and directed evolution with nucleotide exchange and excision technology.

Mimicking natural evolution by DNA shuffling is a commonly used method for the optimization of DNA and protein properties. Here, we present an advancement of this approach whereby a gene library is amplified using a standard polymerase chain reaction (PCR), but incorporates dUTP as a fragmentation-defining exchange nucleotide, together with the four standard dNTPs. Incorporated uracil bases are excised using uracil-DNA-glycosylase, and the DNA backbone subsequently is cleaved with piperidine. This oligonucleotide pool is then reassembled with an internal primer extension procedure using a proofreading polymerase to increase yield, and, finally, is amplified by PCR. Denaturing polyacrylamide urea gels demonstrate this method to produce adjustable fragmentation size ranges dependent on the dUTP:dTTP ratios. Using the model protein, chloramphenicol acetyltransferase I, the sequencing of shuffled gene libraries based on a PCR containing 33% dUTP revealed a low mutation rate, of approx 0.1%, with an average parental fragments size of 86 bases, even without the use of a fragment-size separation. Nucleotide exchange and excision technology (NExT) DNA shuffling is, thus, reproducible and easily executed, making it superior to competing techniques. Additionally, NExT fragmentation outcome can be predicted using the computer software, NExTProg.

Chloramphenicol O-Acetyltransferase↗
PubMed2005

[Studies on construction of artificial mutants of Cucumber mosaic virus satellite RNA and their biological activity].

Based on the full length cDNA clone of a Cucumber mosaic virus satellite RNA, which was 369nt in size, artificial mutants were developed by the method of error-prone PCR and DNA shuffling. The new satellite cDNAs were transcribed in vitro into ssRNA and pseudo-recombined with a helper Cucumber mosaic virus, which contains no satellite RNA. Sequence analysis showed that A to T/G or G to A replacement all the four mutants, named MS1, MS5, MS6 and MS11 respectively, and there is no C to G or G to C replacement, but amongst, only the mutants MS11 could replicated when recombined with the helper virus strain. No satellite RNA could be detected by RT-PCR amplification and double-stranded RNA analysis for those pseudo-recombination constitution of Cucumber mosaic virus strain with mutants MS1, MS5 and MS6.Sequence homological comparison showed that the single replacement of mutants MS1, MS5 and MS6 occurred in the highly conservative regions and the T to A replacement of mutant MS11 was located in the normal-variation region. This is the first artificial mutation of satellite RNA of plant RNA viruses. The results indicated that single base in the region of satellite RNA maybe important to maintaining the biological activity of satellite RNA for its replication and stability. The variation and evolution of satellite RNA could be hopefully studied through combination directed evolution by DNA shuffling with pseudo-recombination in vitro.

Cucumber Mosaic Virus Satellite↗
PubMed2005

Protein engineering of toluene-o-xylene monooxygenase from Pseudomonas stutzeri OX1 for enhanced chlorinated ethene degradation and o-xylene oxidation.

Toluene-o-xylene monooxygenase (ToMO) from Pseudomonas stutzeri OX1 has been shown to degrade all chlorinated ethenes individually and as mixtures. Here, DNA shuffling of the alpha hydroxylase fragment of ToMO (TouA) and saturation mutagenesis of the TouA active site residues I100, Q141, T201, F205, and E214 were used to enhance the degradation of chlorinated aliphatics. The ToMO mutants were identified using a chloride ion screen and then were further examined by gas chromatography. Escherichia coli TG1/pBS(Kan)ToMO expressing TouA saturation mutagenesis variant I100Q was identified that has 2.8-fold better trichloroethylene (TCE) degradation activity (apparent Vmax of 1.77 nmol min-1 mg-1 protein-1 vs 0.63 nmol min-1 mg-1 protein-1). Another variant, E214G/D312N/M399V, has 2.5-fold better cis-1,2-dichloroethylene (cis-DCE) degradation activity (apparent Vmax of 8.4 nmol min-1 mg-1 protein-1 vs 3.3 nmol min-1 mg-1 protein-1). Additionally, the hydroxylation regiospecificity of o-xylene and naphthalene were altered significantly for ToMO variants A107T/E214A, T201G, and T201S. Variant T201S produced 2.0-fold more 2,3-dimethylphenol (2,3-DMP) from o-xylene than the wild-type ToMO, whereas variant A107T/E214A had 6.0-fold altered regiospecificity for 2,3-DMP formation. Variant A107T/E214A also produced 3.0-fold more 2-naphthol from naphthalene than the wild-type ToMO, whereas the regiospecificity of variant T201S was altered to synthesize 3.0-fold less 2-naphthol, so that it made almost exclusively 1-naphthol (96%). Variant T201G was more regiospecific than variants A107T/E214A and T201S and produced 100% 3,4-DMP from o-xylene and >99% 1-naphthol from naphthalene. Hence, ToMO activity was enhanced for the degradation of TCE and cis-DCE and for the regiospecific hydroxylation of o-xylene and naphthalene through DNA shuffling and saturation mutagenesis.

Dichloroethylenes↗
PubMed2002

Chimeric co-stimulatory molecules that selectively act through CD28 or CTLA-4 on human T cells.

CD28 and CTLA-4 (CD152) play a pivotal role in the regulation of T cell activation. Upon ligation by CD80 (B7-1) or CD86 (B7-2), CD28 induces T cell proliferation, cytokine production, and effector functions, whereas CTLA-4 signaling inhibits expansion of activated T cells and induces tolerance. Therefore, we hypothesized that co-stimulatory molecules that preferentially bind CD28 or CTLA-4 would have dramatically altered biological properties. We describe directed molecular evolution of CD80 genes derived from human, orangutan, rhesus monkey, baboon, cat, cow, and rabbit by DNA shuffling and screening. In contrast to wild-type CD80, the evolved co-stimulatory molecules, termed CD28-binding protein (CD28BP) and CTLA-4-binding protein (CTLA-4BP), selectively bind to CD28 or CTLA-4, respectively. Furthermore, CD28BP has improved capacity to induce human T cell proliferation and interferon-gamma production compared with wild-type CD80. In contrast, CTLA-4BP inhibited human mixed leukocyte reaction (MLR) and enhanced interleukin 10 production in MLR, supporting a role for CTLA-4BP in inducing T cell anergy and tolerance. In addition, co-stimulation of purified human T cells was significantly suppressed when CTLA-4BP was cotransfected with either CD80 or CD28BP. The amino acid sequences of CD28BP and CTLA-4BP were 61 and 96% identical with that of human CD80 and provide insight into the residues that are critical in the ligand binding. These molecules provide a new approach to characterization of CD28 and CTLA-4 signals and to manipulation of the T cell response.

Abatacept↗
PubMed1997

Duplication of the pepF gene and shuffling of DNA fragments on the lactose plasmid of Lactococcus lactis.

The gene corresponding to the lactococcal oligopeptidase PepF1 (formerly PepF [V. Monnet, M. Nardi, A. Chopin, M.-C. Chopin, and J.-C. Gripon, J. Biol. Chem. 269:32070-32076, 1994]) is located on the lactose-proteinase plasmid of Lactococcus lactis subsp. cremoris NCDO763. Use of the pepF1 gene as a probe with different strains showed that pepF1 is present on the chromosome of Lactococcus lactis subsp. lactis IL1403, whereas there is a second, homologous gene, pepF2, on the chromosome of strain NCDO763. From hybridization, PCR amplification, and sequencing experiments, we deduced that (i) pepF1 and pepF2 exhibit 80% identity and encode two proteins which are 84% identical and (ii) pepF2 is included in an operon composed of three open reading frames and is transcribed from two promoters. The protein, encoded by the gene located downstream of pepF2, shows significant homology with methyltransferases. Analysis of the sequences flanking pepF1 and pepF2 indicates that only a part of the pepF2 operon is present on the plasmid of strain NCDO763, while the operon is intact on the chromosome of strain IL1403. Traces of several recombination events are visible on the lactose-proteinase plasmid. This suggests that the duplication of pepF occurred by recombination from the chromosome of an L. lactis subsp. lactis strain followed by gene transfer. We discuss the possible functions of PepF and the role of its amplification.

Amino Acid Sequence↗
PubMed2005

Directed molecular evolution by machine learning and the influence of nonlinear interactions.

Alternative search strategies for the directed evolution of proteins are presented and compared with each other. In particular, two different machine learning strategies based on partial least-squares regression are developed: the first contains only linear terms that represent a given residue's independent contribution to fitness, the second contains additional nonlinear terms to account for potential epistatic coupling between residues. The nonlinear modeling strategy is further divided into two types, one that contains all possible nonlinear terms and another that makes use of a genetic algorithm to select a subset of important interaction terms. The performance of each modeling type as a function of training set size is analysed. Simulated molecular evolution on a synthetic protein landscape shows the use of machine learning techniques to guide library design can be a powerful addition to library generation methods such as DNA shuffling.

Algorithms↗
PubMed2007

Degenerate oligonucleotide gene shuffling.

Improvement of the biochemical characteristics of enzymes has been aided by misincorporation mutagenesis and DNA shuffling. Shuffling techniques can be used on a collection of mutants of the same gene, or related families of genes can be shuffled to produce mutants encoding chimeric gene products. One difficulty with current shuffling procedures is the predominance of unshuffled ("parental") molecules in the pool of mutants. We describe a procedure for gene shuffling using degenerate primers that allows control of the relative levels of recombination between the genes that are shuffled and reduces the regeneration of unshuffled parental genes. This procedure has the advantage of avoiding the use of endonucleases for gene fragmentation before shuffling and allows the use of random mutagenesis of selected segments of the gene as part of the procedure. We illustrate the use of the technique with a diverse family of beta-xylanase genes that possess widely different G and C contents.

Amino Acid Sequence↗
PubMed2002

Genome shuffling leads to rapid phenotypic improvement in bacteria.

For millennia, selective breeding, on the basis of biparental mating, has led to the successful improvement of plants and animals to meet societal needs. At a molecular level, DNA shuffling mimics, yet accelerates, evolutionary processes, and allows the breeding and improvement of individual genes and subgenomic DNA fragments. We describe here whole-genome shuffling; a process that combines the advantage of multi-parental crossing allowed by DNA shuffling with the recombination of entire genomes normally associated with conventional breeding. We show that recursive genomic recombination within a population of bacteria can efficiently generate combinatorial libraries of new strains. When applied to a population of phenotypically selected bacteria, many of these new strains show marked improvements in the selected phenotype. We demonstrate the use of this approach through the rapid improvement of tylosin production from Streptomyces fradiae. This approach has the potential to facilitate cell and metabolic engineering and provide a non-recombinant alternative to the rapid production of improved organisms.

Directed Molecular Evolution↗
PubMed1999

Incremental truncation as a strategy in the engineering of novel biocatalysts.

The application and success of combinatorial approaches to protein engineering problems have increased dramatically. However, current directed evolution strategies lack a combinatorial methodology for creating libraries of hybrid enzymes which lack high homology or for creating libraries of highly homologous genes with fusions at regions of non-identity. To create such hybrid enzyme libraries, we have developed a series of combinatorial approaches that utilize the incremental truncation of genes, gene fragments or gene libraries. For incremental truncation, Exonuclease III is used to create a library of all possible single base-pair deletions of a given piece of DNA. Incremental truncation libraries (ITLs) have applications in protein engineering as well as protein folding, enzyme evolution, and the chemical synthesis of proteins. In addition, we are developing a methodology of DNA shuffling which is independent of DNA sequence homology.

Amino Acid Motifs↗
PubMed2001

Directed evolution of ampicillin-resistant activity from a functionally unrelated DNA fragment: A laboratory model of molecular evolution.

To establish an experimental system to directly observe molecular evolution, a DNA fragment that confers ampicillin resistance on Escherichia coli was cloned from an archaeal genomic DNA. The activity of this clone was enhanced by 50 rounds of directed evolution by using DNA shuffling. Analysis of the evolved DNA fragments shows that two genetic regions have coevolved: One region, which has no obvious ORF, is essential for the activity, whereas the other, which appears to encode a protein, is not essential but enhances the activity of the former region. Analysis of the evolutionary intermediates shows that negative mutations are effectively removed while beneficial mutations accumulate and illustrates how a protein has evolved over the course of the evolution experiments. Although the mechanism of the activity remains unclear, the evolved DNA fragments also confer resistance to other drugs that inhibit bacterial cell-wall synthesis. The present system would serve as an experimental model to study evolutionary dynamics in the laboratory and provide the concept of screening natural libraries to obtain starting materials for directed evolution.

Ampicillin↗
PubMed2004

Shuffled antibody libraries created by in vivo homologous recombination and yeast surface display.

Homologous recombination in yeast can be exploited to reliably generate libraries of >10(7) transformants from a pool of PCR products and a linearized plasmid vector. Homology in the PCR insertion products drives shuffling of these genes in vivo by yeast homologous recombination. Two scFvs that share 89.8% homology were shuffled in vivo by homologous recombination, and chimeric genes were generated regardless of whether or not one of the scFv PCR products lacked 5' homology to the cut vector and the second scFv PCR product lacked 3' homology to the cut vector, or both PCR products had both 5' and 3' homology to the cut vector. A majority of the chimeras had single crossovers; however, double and triple crossovers were isolated. Crossover points were evenly distributed in the hybrids created and homology of as little as two nucleotides was able to produce a chimeric clone. The numbers of clones isolated with a given number of crossovers was approximated well by a Poisson distribution. Transformation efficiencies for the chimeric libraries were of the order of 10(4)-10(5) transformants per microgram of insert, which is the same order of magnitude as when a single PCR product is inserted alone into the display vector by homologous recombination. This method eliminates ligation and Escherichia coli transformation steps of previous methods for generating yeast-displayed libraries, requires fewer PCR cycles than in vitro DNA shuffling and, unlike site-specific recombination methods, allows for recombination anywhere that homology exists between the genes to be recombined. This simple technique should prove useful for protein engineering in general and antibody engineering, specifically in yeast.

DNA Shuffling↗
PubMed2005

Degenerate oligonucleotide gene shuffling (DOGS) and random drift mutagenesis (RNDM): two complementary techniques for enzyme evolution.

Improvement of the biochemical characteristics of enzymes has been aided by misincorporation mutagenesis and DNA shuffling. Many gene shuffling techniques result predominantly in the regeneration of unshuffled (parental) molecules. We describe a procedure for gene shuffling using degenerate primers that allows control of the relative levels of recombination between the genes that are shuffled, and reduces the regeneration of unshuffled parental genes. This shuffling procedure avoids the use of endonucleases for gene fragmentation prior to shuffling and allows the inclusion of random mutagenesis of selected portions of the chimeric genes as part of the procedure. We illustrate the use of the shuffling technique with a family of beta-xylanase genes that possess widely different G+C contents. In addition, we introduce a new method (RNDM) for rapid screening of mutants from libraries where no adaptive selection has been imposed on the cells. They are identified only by their retention of enzymatic activity. The combination of RNDM followed by DOGS allows a comprehensive exploration of a protein's functional sequence space.

Bacterial Proteins↗
PubMed2002

Construction of block-shuffled libraries of DNA for evolutionary protein engineering: Y-ligation-based block shuffling.

Evolutionary protein engineering is now proceeding to a new stage in which novel technologies, besides the conventional point mutations, to generate a library of proteins, are required. In this context, a novel method for shuffling and rearranging DNA blocks (leading to protein libraries) is reported. A cycle of processes for producing combinatorial diversity was devised and designated Y-ligation-based block shuffling (YLBS). Methodological refinement was made by applying it to the shuffling of module-sized and amino acid-sized blocks. Running three cycles of YLBS with module-sized GFP blocks resulted in a high diversity of an eight-block shuffled library. Partial shuffling of the central four blocks of GFP was performed to obtain in-effect shuffled protein, resulting in an intact arrangement. Shuffling of amino acid monomer-sized blocks by YLBS was also performed and a diversity of more than 10(10) shuffled molecules was attained. The deletion problems encountered during these experiments were shown to be solved by additional measures which tame type IIS restriction enzymes. The frequency of appearance of each block was skewed but was within a permissible range. Therefore, YLBS is the first general method for generating a huge diversity of shuffled proteins, recombining domains, exons and modules with ease.

Combinatorial Chemistry Techniques↗
PubMed2006

Genetic manipulation of an exogenous non-immunoglobulin protein by gene conversion machinery in a chicken B cell line.

During culture, a chicken B cell line DT40 spontaneously mutates immunoglobulin (Ig) genes by gene conversion, which involves activation-induced cytidine deaminase (AID)-dependent homologous recombination of the variable (V) region gene with upstream pseudo-V genes. To explore whether this mutation mechanism can target exogenous non-Ig genes, we generated DT40 lines that bears a gene conversion substrate comprising the green fluorescent protein (GFP) gene as a donor and the blue fluorescent protein (BFP) gene as an acceptor. A few percent of the initially BFP-expressing cells converted their fluorescence from blue to green after culture for 2-3 weeks when the substrate construct was integrated in the Ig light chain locus, but not in the ovalbumin locus. This was the result of AID-dependent and the GFP gene-templated gene conversion of the BFP gene, thereby leading to the introduction of various sizes of GFP-derived gene segment into the BFP gene. Thus, G/B construct may be used to visualize gene conversion events. After switching off AID expression in DT40 cells, the mutant clones were isolated stably and maintained with their mutations being fixed. Thus, the gene conversion machinery in DT40 cells will be a useful means to engineer non-Ig proteins by a type of DNA shuffling.

Animals↗
PubMed2005

Laboratory evolution of catabolic enzymes and pathways.

The laboratory evolution of environmentally relevant enzymes and proteins has resulted in the generation of optimized and stabilized enzymes, as well as enzymes with activity against new substrates. Numerous methods, including random mutagenesis, site-directed mutagenesis and DNA shuffling, have been widely used to generate variants of existing enzymes. These evolved catabolic enzymes have application for improving biodegradation pathways, generating engineered pathways for the degradation of particularly recalcitrant compounds, and for the development of biocatalytic processes to produce useful compounds. Regulatory proteins associated with catabolic pathways have been utilized to generate biosensors for the detection of bioavailable concentrations of environmentally relevant chemicals.

Bacteria↗
PubMed2004

Discovery and directed evolution of a glyphosate tolerance gene.

The herbicide glyphosate is effectively detoxified by N-acetylation. We screened a collection of microbial isolates and discovered enzymes exhibiting glyphosate N-acetyltransferase (GAT) activity. Kinetic properties of the discovered enzymes were insufficient to confer glyphosate tolerance to transgenic organisms. Eleven iterations of DNA shuffling improved enzyme efficiency by nearly four orders of magnitude from 0.87 mM-1 min-1 to 8320 mM-1 min-1. From the fifth iteration and beyond, GAT enzymes conferred increasing glyphosate tolerance to Escherichia coli, Arabidopsis, tobacco, and maize. Glyphosate acetylation provides an alternative strategy for supporting glyphosate use on crops.

Acetylation↗