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PubMed1999

Directed evolution converts subtilisin E into a functional equivalent of thermitase.

We used directed evolution to convert Bacillus subtilis subtilisin E into an enzyme functionally equivalent to its thermophilic homolog thermitase from Thermoactinomyces vulgaris. Five generations of random mutagenesis, recombination and screening created subtilisin E 5-3H5, whose half-life at 83 degrees C (3.5 min) and temperature optimum for activity (Topt, 76 degrees C) are identical with those of thermitase. The Topt of the evolved enzyme is 17 degrees C higher and its half-life at 65 degrees C is >200 times that of wild-type subtilisin E. In addition, 5-3H5 is more active towards the hydrolysis of succinyl-Ala-Ala-Pro-Phe-p-nitroanilide than wild-type at all temperatures from 10 to 90 degrees C. Thermitase differs from subtilisin E at 157 amino acid positions. However, only eight amino acid substitutions were sufficient to convert subtilisin E into an enzyme equally thermostable. The eight substitutions, which include known stabilizing mutations (N218S, N76D) and also several not previously reported, are distributed over the surface of the enzyme. Only two (N218S, N181D) are found in thermitase. Directed evolution provides a powerful tool to unveil mechanisms of thermal adaptation and is an effective and efficient approach to increasing thermostability without compromising enzyme activity.

Amino Acids↗
PubMed2004

Directed evolution of a glycosynthase via chemical complementation.

Recently, we reported a general assay for enzyme catalysis based on the yeast three-hybrid assay, Chemical Complementation, which is intended to expand the range of chemical reactions to which directed evolution can be applied. Here, Chemical Complementation was applied to a glycosynthase derived from a retaining glycosidase, an important class of enzymes for carbohydrate synthesis. Using the yeast three-hybrid assay, the glycosynthase activity of the E197A mutant of the Cel7B from Humicola insolens was linked to transcription of a LEU2 reporter gene, making cell growth dependent on glycosynthase activity in the absence of leucine. Then the LEU2 selection was used to isolate the most active glycosynthase from a Glu197 saturation library, yielding an E197S Cel7B variant with a 5-fold increase in glycosynthase activity. These results not only establish Chemical Complementation as a platform for the directed evolution of glycosynthases, but also show the generality of this approach and the ease with which it can be applied to new chemical reactions.

Ascomycota↗
PubMed2005

Simultaneous optimization of enzyme activity and quaternary structure by directed evolution.

Natural evolution has produced efficient enzymes of enormous structural diversity. We imitated this natural process in the laboratory to augment the efficiency of an engineered chorismate mutase with low activity and an unusual hexameric topology. By applying two rounds of DNA shuffling and genetic selection, we obtained a 400-fold more efficient enzyme, containing three non-active-site mutations. Detailed biophysical characterization of the evolved variant suggests that it exists predominantly as a trimer in solution, but is otherwise similarly stable as the parent hexamer. The dramatic structural and functional effects achieved by a small number of seemingly innocuous substitutions highlights the utility of directed evolution for modifying protein-protein interactions to produce novel quaternary states with optimized activities.

Chorismate Mutase↗
PubMed2005

Simulation modeling of pooling for combinatorial protein engineering.

Pooling in directed-evolution experiments will greatly increase the throughput of screening systems, but important parameters such as the number of good mutants created and the activity level increase of the good mutants will depend highly on the protein being engineered. The authors developed and validated a Monte Carlo simulation model of pooling that allows the testing of various scenarios in silico before starting experimentation. Using a simplified test system of 2 enzymes, betagalactosidase (supermutant, or greatly improved enzyme) and beta-glucuronidase (dud, or enzyme with ancestral level of activity), the model accurately predicted the number of supermutants detected in experiments within a factor of 2. Additional simulations using more complex activity distributions show the versatility of the model. Pooling is most suited to cases such as the directed evolution of new function in a protein, where the background level of activity is minimized, making it easier to detect small increases in activity level. Pooling is most successful when a sensitive assay is employed. Using the model will increase the throughput of screening procedures for directed-evolution experiments and thus lead to speedier engineering of proteins.

Cells, Cultured↗
PubMed2005

Directed evolution of proteins for heterologous expression and stability.

Recent developments have been made in the application of directed evolution to achieve the efficient heterologous expression of proteins in Escherichia coli and yeast by increasing the stability and solubility of the protein in the host environment. One interesting conclusion that emerges is that the evolutionary process often improves the stability and solubility of an intermediate (apoprotein, proprotein or folding intermediate) that otherwise constitutes a bottleneck to functional expression, rather than altering the protein's final state.

Cloning, Molecular↗
PubMed2005

Combination of computational prescreening and experimental library construction can accelerate enzyme optimization by directed evolution.

Chiral compounds can be produced efficiently by using biocatalysts. However, wild-type enzymes often do not meet the requirements of a production process, making optimization by rational design or directed evolution necessary. Here, we studied the lipase-catalyzed hydrolysis of the model substrate 1-(2-naphthyl)ethyl acetate both theoretically and experimentally. We found that a computational equivalent of alanine scanning mutagenesis based on QM/MM methodology can be applied to identify amino acid positions important for the activity of the enzyme. The theoretical results are consistent with concomitant experimental work using complete saturation mutagenesis and high-throughput screening of the target biocatalyst, a lipase from Bacillus subtilis. Both QM/MM-based calculations and molecular biology experiments identify histidine 76 as a residue that strongly affects the catalytic activity. The experiments demonstrate its important influence on enantioselectivity.

Amino Acid Substitution↗
PubMed2005

The promise and peril of continuous in vitro evolution.

Experimental evolution methods can be used to address and illuminate issues central to the understanding of evolutionary theory. One of the most powerful of these methods involves the in vitro evolution of nucleic acid enzymes, taking advantage of the direct relationship between the genotype of a nucleic acid sequence and the phenotype of its associated catalytic function. This review and commentary focuses on the past, present, and future potential of systems for the continuous in vitro evolution of nucleic acid enzymes as tools for modeling evolutionary processes in biology. It offers a candid appraisal of both the strengths and the limitations of these systems.

Directed Molecular Evolution↗
PubMed1995

Phage display: protein engineering by directed evolution.

Phage display of proteins has become an important tool for protein engineering. Over the past year, the versatility of the technology has expanded to include the development of DNA-binding proteins with novel specificities, energetics of protein folding and directed evolution of antibodies. In addition, display of expressed cDNA libraries opens an exciting opportunity for studying protein-protein interactions.

Antibodies↗
PubMed2004

Directed evolution of protein inhibitors of DNA-nucleases by in vitro compartmentalization (IVC) and nano-droplet delivery.

In vitro compartmentalization (IVC) uses water-in-oil emulsions to create artificial cell-like compartments in which genes can be individually transcribed and translated. Here, we present a new application of IVC for the selection of DNA-nuclease inhibitors. We developed a nano-droplets delivery system that allows the transport of various solutes, including metal ions, into the emulsion droplets. This transport mechanism was used to regulate the activity of colicin nucleases that were co-compartmentalized with the genes, so that the nucleases were activated by nickel or cobalt ions only after the potential inhibitor genes have been translated. Thus, genes encoding nuclease inhibitors survived the digestion and were subsequently amplified and isolated. Selection is therefore directly for inhibition, and not for binding of the nuclease. The stringency of selection can be easily modulated to give high enrichments (100-500-fold) and recoveries. We demonstrated its utility by selecting libraries of the gene encoding the cognate inhibitor of colicin E9 (immunity protein 9, or Im9) for inhibition of another colicin (ColE7). The in vitro evolved inhibitors show significant inhibition of ColE7 both in vitro and in vivo. These Im9 variants carry mutations into residues that determine the selectivity of the natural counterpart (Im7) while completely retaining the residues that are conserved throughout the family of immunity protein inhibitors. The in vitro evolution process confirms earlier hypotheses regarding the "dual recognition" binding mechanism and the way in which new colicin-immunity pairs diverged from existing ones.

Colicins↗
PubMed2005

Mimicking natural evolution in metallo-beta-lactamases through second-shell ligand mutations.

Metallo-beta-lactamases (MBLs) represent the latest generation of beta-lactamases. The structural diversity and broad substrate profile of MBLs allow them to confer resistance to most beta-lactam antibiotics. To explore the evolutionary potential of these enzymes, we have subjected the Bacillus cereus MBL (BcII) to a directed evolution scheme, which resulted in an increased hydrolytic efficiency toward cephalexin. A systematic study of the hydrolytic profile, substrate binding, and active-site features of the evolved lactamase reveal that directed evolution has shaped the active site by means of remote mutations to better hydrolyze cephalosporins with small, uncharged C-3 substituents. One of these mutations is found in related enzymes from pathogenic bacteria and is responsible for the increase in that enzyme's hydrolytic profile. The mutations lowered the activation energy of the rate-limiting step rather than improved the affinity of the enzyme toward these substrates. The following conclusions can be made: (i) MBLs are able to expand their substrate spectrum without sacrificing their inherent hydrolytic capabilities; (ii) directed evolution is able to mimic mutations that occur in nature; (iii) the metal-ligand strength is tuned by second-shell mutations, thereby influencing the catalytic efficiency; and (iv) changes in the position of the second Zn(II) ion in MBLs affect the substrate positioning in the active site. Overall, these results show that the evolution of enzymatic catalysis can take place by remote mutations controlling reactivity.

Amino Acid Substitution↗
PubMed2003

Functional tuning of a salvaged green fluorescent protein variant with a new sequence space by directed evolution.

We previously reported a method, designated functional salvage screen (FSS), to generate protein lineages with new sequence spaces through the functional or structural salvage of a defective protein by employing green fluorescent protein (GFP) as a model protein. Here, in an attempt to mimic a step in the natural evolution process of proteins, the functionally salvaged mutant GFP-I5 with new sequence space, but showing low fluorescence intensity and stability, was selected and fine-tuned by directed evolution. During a course of functional tuning, GFP-I5 was found to evolve rapidly, recovering the spectral traits to those of the parent GFPuv. The mutant 3E4 from the third round of directed evolution possessed four substitutions; three (F64L, E111V and K166Q) were at the original GFP gene and the other (K8N) at the inserted segment. The fluorescence intensity of 3E4 was approximately 28-fold stronger than GFP-I5, and other spectral properties were retained. Biochemical and biophysical investigations suggested that the fine-tuning by directed evolution led the salvaged variant GFP-I5 to a functionally favorable structure, resulting in recovery of stability and fluorescence. Site-directed mutagenesis of the mutated amino acid residues in both GFPuv and GFP-I5 revealed that each amino acid residue has a different effect on the fluorescence intensity, which implies that 3E4 adopted a new evolutionary path with respect to fluorescence characteristics compared with the parent GFPuv. Directed evolution in conjunction with FSS is expected to be used for generating protein lineages with new fitness landscapes.

Directed Molecular Evolution↗
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↗
PubMed2005

A novel method of screening thrombin-inhibiting DNA aptamers using an evolution-mimicking algorithm.

Thrombin-inhibiting DNA aptamers have already been obtained through the systematic evolution of ligands by exponential enrichment (SELEX). However, SELEX is a method that screens DNA aptamers that bind to their target molecules, and it sometimes fails to screen good inhibitors. Therefore, it is necessary to develop a method of screening DNA aptamers based on their inhibitory effects on the target molecules. We developed a novel method of detecting aptamers using an evolution-mimicking algorithm, and we applied it to the search of new aptamers which inhibit thrombin. First, we randomly designed and synthesized ten 15mer oligonucleotides presumed to form G-quartet structures, and then measured their thrombin-inhibiting activities. The aptamers showing high inhibitory activity were selected, and we shuffled and mutated those sequences in silico to generate 10 new sequences of next-generation aptamers. After repeating the cycle five times, we successfully obtained the same aptamers reported previously, and they showed high inhibitory activity. In addition, we added 8mer oligonucleotides to both the 5' and the 3' end of the selected 15mer aptamers, and then repeated the evolution in silico. After two cycles, we were able to obtain aptamers with higher inhibitory activity than that of the 15mer aptamers.

Algorithms↗
PubMed2004

In vitro selection of restriction endonucleases by in vitro compartmentalization.

Restriction endonucleases are widely used in laboratory applications from recombinant DNA technology to diagnostics, but engineering of restriction enzymes by structure-guided design and in vivo directed evolution is at an early stage. Here, we report the use of an in vitro compartmentalization system for completely in vitro selection of restriction enzymes. Compartmentalization of a single gene in a rabbit reticulocyte in vitro transcription/translation system serves to isolate individually synthesized enzymes from each other. In each compartment, an active enzyme cleaves only its own encoding gene, whereas genes encoding inactive enzymes remain intact. Affinity selection of the cleaved DNA encoding active restriction endonucleases was accomplished by the use of streptavidin-immobilized beads and dUTP-biotin, which was efficiently incorporated into the cohesive end of the cleaved DNA using a DNA polymerase. We confirmed that genes encoding active restriction endonuclease FokI could be selected from a randomized library. This method overcomes the limitations of current in vivo technologies and should prove useful for rapid screening and evolution of novel restriction enzymes from diverse mutant libraries, as well as for studies of catalytic and evolutionary mechanisms of restriction enzymes.

Amino Acid Sequence↗
PubMed1999

High-resolution structure of the conger eel galectin, congerin I, in lactose-liganded and ligand-free forms: emergence of a new structure class by accelerated evolution.

BACKGROUND: Congerin I is a member of the galectin (animal beta-galactoside-binding lectin) family and is found in the skin mucus of conger eel. The galectin family proteins perform a variety of biological activities. Because of its histological localization and activity against marine bacteria and starfish embryos, congerin I is thought to take part in the eels' biological defense system against parasites. RESULTS: The crystal structure of congerin I has been determined in both lactose-liganded and ligand-free forms to 1. 5 A and 1.6 A resolution, respectively. The protein is a homodimer of 15 kDa subunits. Congerin I has a beta-sheet topology that is markedly different from those of known relatives. One of the beta-strands is exchanged between two identical subunits. This strand swap might increase the dimer stability. Of the known galectin complexes, congerin I forms the most extensive interaction with lactose molecules. Most of these interactions are substituted by similar interactions with water molecules, including a pi-electron hydrogen bond, in the ligand-free form. This observation indicates an increased affinity of congerin I for the ligand. CONCLUSIONS: The genes for congerin I and an isoform, congerin II, are known to have evolved under positive selection pressure. The strand swap and the modification in the carbohydrate-binding site might enhance the cross-linking activity, and should be the most apparent consequence of positive selection. The protein has been adapted to functioning in skin mucus that is in direct contact with surrounding environments by an enhancement in cross-linking activity. The structure of congerin I demonstrates the emergence of a new structure class by accelerated evolution under selection pressure.

Amino Acid Sequence↗
PubMed2000

Molecular evolution: dynamic combinatorial libraries, autocatalytic networks and the quest for molecular function.

The principles of Darwinian evolution have been explored in molecular systems such as autocatalytic networks and dynamic combinatorial libraries. Molecular evolution in such systems manifests itself as ligand or receptor amplification by selection. Research efforts exploring these concepts may provide a mechanism for the identification of novel catalysts, molecular receptors and bioactive molecules.

Catalysis↗