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PubMed2001

Applied molecular evolution of O6-benzylguanine-resistant DNA alkyltransferases in human hematopoietic cells.

Applied molecular evolution is a rapidly developing technology that can be used to create and identify novel enzymes that nature has not selected. An important application of this technology is the creation of highly drug-resistant enzymes for cancer gene therapy. Seventeen O(6)-alkylguanine-DNA alkyltransferase (AGT) mutants highly resistant to O(6)-benzylguanine (BG) were identified previously by screening 8 million variants, using genetic complementation in Escherichia coli. To examine the potential of these mutants for use in humans, the sublibrary of AGT clones was introduced to human hematopoietic cells and stringently selected for resistance to killing by the combination of BG and 1,3-bis(2-chloroethyl)-1-nitrosourea. This competitive analysis between the mutants in human cells revealed three AGT mutants that conferred remarkable resistance to the combination of BG and 1,3-bis(2-chloroethyl)-1-nitrosourea. Of these, one was recovered significantly more frequently than the others. Upon further analysis, this mutant displayed a level of BG resistance in human hematopoietic cells greater than that of any previously reported mutant.

Amino Acid Sequence↗
PubMed2006

Altering the regioselectivity of cytochrome P450 CYP102A3 of Bacillus subtilis by using a new versatile assay system.

A novel monooxygenase (CYP102A3) has been discovered within the Bacillus subtilis genome that reveals a similarity of 76 % to the well-known cytochrome P450 BM-3 of B. megaterium (CYP102A1). Both enzymes are natural fusion proteins consisting of a heme domain and a FAD/FMN-reductase domain. Because of their high turnover rates, these biocatalysts are of special interest for industrial applications, but show only limited regioselectivity. In this work, the regioselectivity of CYP102A3 was changed by directed evolution and protein design to hydroxylate substrates not only in different subterminal, but also to a high extent, in terminal carbon chain positions. To enable a high-throughput screening procedure, a very versatile assay was developed that is capable of discriminating between terminal and subterminal hydroxylation of carbon chains. A double mutant of CYP102A3 was obtained that produces 48 % octan-1-ol as the main product of the reaction.

Bacterial Proteins↗
PubMed2004

Yeast display of antibody fragments: a discovery and characterization platform.

Yeast display of antibody fragments has proven to be an efficient and productive means for directed evolution of single-chain Fv (scFv) antibodies for increased affinity and thermal stability and, more recently, for the display and screening of a non-immune scFv and immune Fab libraries. A major strength of yeast display as a novel antibody discovery platform is the ability to characterize the binding properties, i.e., the affinity and epitope binding characteristics, of a clone without the need for subcloning, expression and purification of the scFv. This review focuses on novel attributes of yeast display for antibody engineering endeavors.

Animals↗
PubMed1998

Heterologous gene expression in an Escherichia coli population under starvation stress conditions.

A novel system to study the evolution of transcription signals in heterologous systems under selective starvation conditions is described. It is based on the plasmid-mediated transfer of his biosynthetic genes from Azospirillum brasilense into a heterologous Escherichia coli mutant population lacking histidine biosynthetic ability. We show that under highly selective stressful conditions, genetic changes in the donor plasmid lead to mutated sequences that are efficiently recognized as promoters by the E. coli RNA polymerase.

Adaptation, Physiological↗
PubMed2000

Directed evolution of D-2-keto-3-deoxy-6-phosphogluconate aldolase to new variants for the efficient synthesis of D- and L-sugars.

BACKGROUND: Exploitation and improvement of enzymes as catalysts for organic synthesis is of current interest in biocatalysis. A representative enzyme for investigation is the Escherichia coli D-2-keto-3-deoxy-6-phosphogluconate (KDPG) aldolase, which catalyzes the highly specific reversible aldol reaction using the D-configurated KDPG as substrate. RESULTS: Using in vitro evolution, the aldolase has been converted into aldolases with improved catalytic efficiency, altered substrate specificity and stereoselectivity. In particular, some evolved aldolases capable of accepting both D- and L- glyceraldehyde in the non-phosphorylated form as substrates for reversible aldol reaction have been obtained, providing a new direction to the enzymatic synthesis of both D- and L-sugars. CONCLUSIONS: This research has demonstrated the effectiveness of using in vitro evolution to rapidly alter the properties of an aldolase to improve its utility in asymmetric synthesis. The evolved aldolases, differing from the native enzyme which is highly phosphate- and D-sugar-dependent, catalyze the efficient synthesis of both D- and L-sugars from non-phosphorylated aldehydes and pyruvate. The principles and strategies described in this study should be applicable to other aldolases to further expand the scope of their synthetic utility.

Aldehyde-Lyases↗
PubMed1999

A high-throughput digital imaging screen for the discovery and directed evolution of oxygenases.

BACKGROUND: Oxygenases catalyze the hydroxylation of a wide variety of organic substrates. An ability to alter oxygenase substrate specificities and improve their activities and stabilities using recombinant DNA techniques would expand their use in processes such as chemical synthesis and bioremediation. Discovery and directed evolution of oxygenases require efficient screens that are sensitive to the activities of interest and can be applied to large numbers of crude enzyme samples. RESULTS: Horseradish peroxidase (HRP) couples the phenolic products of hydroxylation of aromatic substrates to generate colored and/or fluorescent compounds that are easily detected spectroscopically in high-throughput screening. Coexpression of the coupling enzyme with a functional mono- or dioxygenase creates a pathway for the conversion of aromatic substrates into fluorescent compounds in vivo. We used this approach for detecting the products of the toluene-dioxygenase-catalyzed hydroxylation of chlorobenzene and to screen large mutant libraries of Pseudomonas putida cytochrome P450cam by fluorescence digital imaging. Colors generated by the HRP coupling reaction are sensitive to the site of oxygenase-catalyzed hydroxylation, allowing the screen to be used to identify catalysts with new or altered regiospecificities. CONCLUSIONS: The coupled oxygenase-peroxidase reaction system is well suited for screening oxygenase libraries to identify mutants with desired features, including higher activity or stability and altered reaction specificity. This approach should also be useful for screening expressed DNA libraries and combinatorial chemical libraries for hydroxylation catalysts and for optimizing oxygenase reaction conditions.

Camphor 5-Monooxygenase↗
PubMed2002

Suspension array technology: evolution of the flat-array paradigm.

Suspension arrays of microspheres analyzed using flow cytometry offer a new approach to multiplexed assays for large-scale screening applications. By optically encoding micron-sized polymer particles, suspension microarrays can be created to enable highly multiplexed analysis of complex samples. Each element in the array is comprised of a subpopulation of particles with distinct optical properties and each array element bears a different surface receptor. Nucleic acids, proteins, lipids or carbohydrates can serve as receptors to support the analysis of a wide range of biomolecular assemblies, and applications in genomic and proteomic research are being developed. Coupled with recent innovations for rapid serial analysis of samples, molecular analysis with microsphere arrays holds significant potential as a general analysis platform for both research and clinical applications.

Directed Molecular Evolution↗
PubMed1997

Construction, exploitation and evolution of a new peptide library displayed at high density by fusion to the major coat protein of filamentous phage.

The amino-terminus of the major coat protein (PVIII) of filamentous phage can be extended, up to 6-7 residues, without interfering with the phage life cycle. We have constructed a library of approximately ten millions different phage each displaying a different octapeptide joined to the amino-terminus of the 2700 copies of PVIII. Most of the resulting clones are able to produce infective particles. This molecular repertoire constituted by the periodic regular decoration of the phage filament surface, can be utilized to search elements that bind proteins or relatively small organic molecules like the textile dye Cibacron blue. By sequential growth cycles we have performed a library evolution experiment to select phage clones that have a growth advantage in the absence of any requirement for binding a specific target. The consensus of the best growers reveals a Pro rich sequence with large hydrophobic residues at position 7 and Asn at position 1 of the random peptide insert. We propose that the assembly secretion process is favoured in phages displaying this family of peptides since they fit the groove between two adjacent PVIII subunits by making advantageous molecular contacts on the phage surface.

Amino Acid Sequence↗
PubMed2001

Computationally focusing the directed evolution of proteins.

Directed evolution has proven to be a successful strategy for the modification of enzyme properties. To date, the preferred experimental procedure has been to apply mutations or crossovers randomly throughout the gene. With the emergence of powerful computational methods, it has become possible to develop focused combinatorial searches, guided by computer algorithms. Here, we describe several computational methods that have emerged to aid the optimization of mutant libraries, the targeting of specific residues for mutagenesis, and the design of recombination experiments.

Algorithms↗
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↗
PubMed2004

Evolvable social agents for bacterial systems modeling.

We present two approaches to the individual-based modeling (IbM) of bacterial ecologies and evolution using computational tools. The IbM approach is introduced, and its important complementary role to biosystems modeling is discussed. A fine-grained model of bacterial evolution is then presented that is based on networks of interactivity between computational objects representing genes and proteins. This is followed by a coarser grained agent-based model, which is designed to explore the evolvability of adaptive behavioral strategies in artificial bacteria represented by learning classifier systems. The structure and implementation of the two proposed individual-based bacterial models are discussed, and some results from simulation experiments are presented, illustrating their adaptive properties.

Adaptation, Physiological↗
PubMed2007

Engineering promoter regulation.

Systems for easily controlled, conditional induction or repression of gene expression are indispensable tools in fundamental research and industrial-scale biotechnological applications. Both native and rationally designed inducible promoters have been widely used for this purpose. However, inherent regulation modalities or toxic, expensive or inconvenient inducers can impose limitations on their use. Tailored promoters with user-specified regulatory properties would permit sophisticated manipulations of gene expression. Here, we report a generally applicable strategy for the directed evolution of promoter regulation. Specifically, we applied random mutagenesis and a multi-stage flow cytometry screen to isolate mutants of the oxygen-responsive Saccharomyces cerevisiae DAN1 promoter. Two mutants were isolated which were induced under less-stringent anaerobiosis than the wild-type promoter enabling induction of gene expression in yeast fermentations simply by oxygen depletion during cell growth. Moreover, the engineered promoters showed a markedly higher maximal expression than the unmutated DAN1 promoter, under both fastidious anaerobiosis and microaerobisois.

Aerobiosis↗
PubMed2006

Directed evolution of an esterase from Pseudomonas fluorescens yields a mutant with excellent enantioselectivity and activity for the kinetic resolution of a chiral building block.

A triple mutant of an esterase from Pseudomonas fluorescens (PFE) that was created by directed evolution exhibited high enantioselectivity (E=89) in a kinetic resolution and yielded the building block (S)-but-3-yn-2-ol. Surprisingly, a mutation close to the active site caused the formation of inclusion bodies, but remote mutations were found to be responsible for the high selectivity. Back mutations gave a variant (double mutant PFE Ile76Val/Val175Ala) that showed excellent selectivity (E=96) and activity (20 min for 50% conversion, which corresponds to 1.25 U per mg of protein).

Alkynes↗
PubMed2006

[Aptamers in clinical diagnostics].

Aptamers are single-stranded DNA or RNA oligonucleotides selected in vitro from combinatorial libraries in a process called SELEX (Systematic Evolution of Ligands by EXponential Enrichment). Aptamers play a role of artificial nucleic acid ligands that can recognize and bind to various organic or inorganic target molecules with high specificity and affinity. They can discriminate even between closely related targets and can be easily chemically modified for radioactive, fluorescent and enzymatic labeling or biostability improvement. Aptamers can thus be considered as universal receptors that rival antibodies in diagnostics as a tool of molecular recognition. To date aptamers have been successively used instead of monoclonal antibodies in flow cytometry, immunochemical sandwich assays and in vivo imaging as well to detect wide range of small or large biomolecules.

Aptamers, Nucleotide↗
PubMed2004

Creation of a shikimate pathway variant.

The competition between the Escherichia coli carbohydrate phosphotransferase system and 3-deoxy-d-arabino-heptulosonate 7-phosphate (DAHP) synthase for phosphoenolpyruvate limits the concentration and yield of natural products microbially synthesized via the shikimate pathway. To circumvent this competition for phosphoenolpyruvate, a shikimate pathway variant has been created. 2-Keto-3-deoxy-6-phosphogalactonate (KDPGal) aldolases encoded by Escherichia coli dgoA and Klebsiella pneumoniae dgoA are subjected to directed evolution. The evolved KDPGal aldolase isozymes exhibit 4-8-fold higher specific activities relative to that for native KDPGal aldolase with respect to catalyzing the condensation of pyruvate and d-erythrose 4-phosphate to produce DAHP. To probe the ability of the created shikimate pathway variant to support microbial growth and metabolism, growth rates and synthesis of 3-dehydroshikimate are examined for E. coli constructs that lack phosphoenolpruvate-based DAHP synthase activity and rely on evolved KDPGal aldolase for biosynthesis of shikimate pathway intermediates and products.

Aldehyde-Lyases↗
PubMed2005

Directed evolution of novel polymerases.

DNA and RNA polymerases evolved to function in specific environments with specific substrates to propagate genetic information in all living organisms. The commercial availability of these polymerases has revolutionized the biotechnology industry, but for many applications native polymerases are limited by their stability or substrate recognition. Thus, there is great interest in the directed evolution of DNA and RNA polymerases to generate enzymes with novel, desired properties, such as thermal stability, resistance to inhibitors, and altered substrate specificity. Several screening and selection approaches have been developed, both in vivo and in vitro, and have been used to evolve polymerases with a variety of important activities. Both the techniques and the evolved polymerases are reviewed here, along with a comparison of the in vivo and in vitro approaches.

Animals↗
PubMed2001

Phage selection for site-specific incorporation of unnatural amino acids into proteins in vivo.

The development of a method for the site-specific incorporation of unnatural amino acids into proteins in vivo would significantly facilitate studies of the cellular function of proteins, as well as make possible the synthesis of proteins with novel structures and activities. Our approach to this problem consists of the generation of amber suppressor tRNA/aminoacyl-tRNA synthetase pairs that are not catalytically competent with all the endogenous Escherichia coli tRNAs and aminoacyl-tRNA synthetases, followed by directed evolution of such orthogonal aminoacyl-tRNA synthetases to alter their amino acid specificities. To evolve the desired amino acid specificity, a direct selection for site-specific incorporation of unnatural amino acids into a reporter epitope displayed on the surface of M13 phage has been developed and characterized. Under simulated selection conditions, phage particles displaying aspartate were enriched over 300-fold from a pool of phage displaying asparagine using monoclonal antibodies raised against the aspartate-containing epitope. The direct phage selection offers high specificity for the amino acid of interest, eliminating the potential for contamination with synthetases active towards wild-type amino acids in multiple rounds of selection.

Amino Acids↗
PubMed2002

An efficient system for the evolution of aminoacyl-tRNA synthetase specificity.

A variety of strategies to incorporate unnatural amino acids into proteins have been pursued, but all have limitations with respect to technical accessibility, scalability, applicability to in vivo studies, or site specificity of amino acid incorporation. The ability to selectively introduce unnatural functional groups into specific sites within proteins, in vivo, provides a potentially powerful approach to the study of protein function and to large-scale production of novel proteins. Here we describe a combined genetic selection and screen that allows the rapid evolution of aminoacyl-tRNA synthetase substrate specificity. Our strategy involves the use of an "orthogonal" aminoacyl-tRNA synthetase and tRNA pair that cannot interact with any of the endogenous synthetase-tRNA pairs in Escherichia coli. A chloramphenicol-resistance (Cm(r)) reporter is used to select highly active synthetase variants, and an amplifiable fluorescence reporter is used together with fluorescence-activated cell sorting (FACS) to screen for variants with the desired change in amino acid specificity. Both reporters are contained within a single genetic construct, eliminating the need for plasmid shuttling and allowing the evolution to be completed in a matter of days. Following evolution, the amplifiable fluorescence reporter allows visual and fluorimetric evaluation of synthetase activity and selectivity. Using this system to explore the evolvability of an amino acid binding pocket of a tyrosyl-tRNA synthetase, we identified three new variants that allow the selective incorporation of amino-, isopropyl-, and allyl-containing tyrosine analogs into a desired protein. The new enzymes can be used to produce milligram-per-liter quantities of unnatural amino acid-containing protein in E. coli.

Amino Acids↗