Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “directed evolution”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 613 records · Page 34Linked to original sources

Functional engineered channels and pores (Review).

Significant progress has been made in membrane protein engineering over the last 5 years, based largely on the re-design of existing scaffolds. Engineering techniques that have been employed include direct genetic engineering, both covalent and non-covalent modification, unnatural amino acid mutagenesis and total synthesis aided by chemical ligation of unprotected fragments. Combinatorial mutagenesis and directed evolution remain, by contrast, underemployed. Techniques for assembling and purifying heteromeric multisubunit pores have been improved. Progress in the de novo design of channels and pores has been slower. But, we are at the beginning of a new era in membrane protein engineering based on the accelerating acquisition of structural information, a better understanding of molecular motion in membrane proteins, technical improvements in membrane protein refolding and the application of computational approaches developed for soluble proteins. In addition, the next 5 years should see further advances in the applications of engineered channels and pores, notably in therapeutics and sensor technology.

Animals↗

Identification by saturation mutagenesis of a single residue involved in the alpha-galactosidase AgaB regioselectivity.

The alpha-galactosidase AgaB of Bacillus stearothermophilus displays a major 1,6 and a minor 1,3 regioselectivity. The wild-type enzyme was subjected to directed evolution (random mutagenesis and in vitro recombination) using a double screening strategy based on the elimination of the 1,6 regioselectivity and the analysis by TLC of the transglycosylation products. One of the AgaB mutants (E500) exhibited a new 1,2 regioselectivity and a rather high level of transglycosylation. The corresponding gene contains 10 mutations compared to the agaB gene and we demonstrated by saturation mutagenesis that the G442R substitution strongly contributes to the emergence of this new regioselectivity. Moreover, other single point mutations at this position led to new mutants displaying other kinds of regioselectivity demonstrating the importance of this position in the subtle kinetic control of transglycosylation.

Cloning, Molecular↗

In-vitro selection of highly stabilized protein variants with optimized surface.

Thermostable proteins are of prime importance in protein science, but it has remained difficult to develop general strategies for stabilizing a protein. Site-directed mutagenesis based on comparisons with thermophilic homologs is rarely successful because the sequence differences are too numerous and dominated by neutral mutations. Here we used a method of directed evolution to increase the stability of a mesophilic protein, the cold shock protein Bs-CspB from Bacillus subtilis. It differs from its thermophilic counterpart Bc-Csp from Bacillus caldolyticus at 12 surface-exposed positions. To elucidate the stabilizing potential of exposed amino acid residues, six of these variant positions were randomized by saturation mutagenesis, the corresponding library of sequences was inserted into the gene-3-protein of the filamentous phage fd, and stabilized variants were selected by the Proside technique. Proside links the increased protease resistance of stabilized protein variants with the infectivity of the phage. Many strongly stabilized variants of Bs-CspB were identified in two selections, one in the presence of a denaturant and the other at elevated temperature. Several of them are significantly more stable than the naturally thermostable homolog Bc-Csp, and the best variant reaches Tm-Csp (the homolog from the hyperthermophile Thermotoga maritima) in stability. Remarkably, this variant differs from Tm-Csp at five and from Bc-Csp at all six randomized positions. This indicates that proteins can be strongly stabilized by many different sets of surface mutations, and Proside selects them efficiently from large libraries. The course of the selection could be directed by the conditions. In an ionic denaturant non-polar surface interactions were optimized, whereas at elevated temperature variants with improved electrostatics were selected, pointing to two different strategies for stabilization at protein surfaces.

Amino Acid Sequence↗

Strategies and computational tools for improving randomized protein libraries.

In the last decade, directed evolution has become a routine approach for engineering proteins with novel or altered properties. Concurrently, a trend away from purely 'blind' randomization strategies and towards more 'semi-rational' approaches has also become apparent. In this review, we discuss ways in which structural information and predictive computational tools are playing an increasingly important role in guiding the design of randomized libraries: web servers such as ConSurf-HSSP and SCHEMA allow the prediction of sites to target for producing functional variants, while algorithms such as GLUE, PEDEL and DRIVeR are useful for estimating library completeness and diversity. In addition, we review recent methodological developments that facilitate the construction of unbiased libraries, which are inherently more diverse than biased libraries and therefore more likely to yield improved variants.

Algorithms↗

High-affinity CD25-binding IL-2 mutants potently stimulate persistent T cell growth.

We have used directed evolution to construct IL-2 mutants that bind the IL-2 alpha receptor subunit (IL-2Ralpha, CD25) with affinities comparable to that of the IL-15-IL-15 alpha receptor subunit (IL-15Ralpha) interaction. T cells proliferate for up to 6 days following a 30 minute incubation with these IL-2 mutants, which may lead to potential applications for cancer and viral immunotherapy. Several alternative mechanisms have been proposed to explain the contrasting effects of IL-2 and IL-15 on T cell proliferation and death. These IL-2 mutants exhibit T cell growth response-receptor occupancy curves indistinguishable from that for IL-15, suggesting that much of the difference between wild-type IL-2 and IL-15 effects arises simply from their 1000-fold differing affinities for their private alpha receptor subunits.

Amino Acid Substitution↗

Tryptophan phosphorescence study of enzyme flexibility and unfolding in laboratory-evolved thermostable esterases.

Directed evolution of p-nitrobenzyl esterase (pNB E) has yielded eight generations of increasingly thermostable variants. The most stable esterase, 8G8, has 13 amino acid substitutions, a melting temperature 17 degrees C higher than the wild-type enzyme, and increased hydrolytic activity toward p-nitrophenyl acetate (pNPA), the substrate used for evolution, at all temperatures. Room-temperature activities of the evolved thermostable variants range from 3.5 times greater to 4.0 times less than wild type. The relationships between enzyme stability, catalytic activity, and flexibility for the esterases were investigated using tryptophan phosphorescence. We observed no correlation between catalytic activity and enzyme flexibility in the vicinity of the tryptophan (Trp) residues. Increases in stability, however, are often accompanied by decreases in flexibility, as measured by Trp phosphorescence. Phosphorescence data also suggest that the N- and C-terminal regions of pNB E unfold independently. The N-terminal region appears more thermolabile, yet most of the thermostabilizing mutations are located in the C-terminal region. Mutational studies show that the effects of the N-terminal mutations depend on one or more mutations in the C-terminal region. Thus, the pNB E mutants are stabilized by long-range, cooperative interactions between distant parts of the enzyme.

Directed Molecular Evolution↗

Minimization and stabilization of the Mycobacterium tuberculosis recA intein.

Many naturally occurring inteins consist of two functionally independent domains, a protein-splicing domain and an endonuclease domain. In a previous study, a 168 amino acid residue mini-intein was generated by removal of the central endonuclease domain of the 440 residue Mycobacterium tuberculosis (Mtu) recA intein. In addition, directed evolution experiments identified a mutation, V67L, that improved the activity of the mini-intein significantly. A recent crystal structure shows that the loop connecting two beta-strands from the N-terminal and C-terminal intein subdomains of the mini-intein is disordered. The goals of the present study were to generate smaller mini-intein derivatives and to understand the basis for reversal of the splicing defect by the V67L mutation. Guided by the structural information, we generated a number of derivatives 135 to 152 residues in length, with V67 or L67. All of the new minimal inteins are functional in splicing. In vivo selection experiments for function showed that by removal of the loop region, 137 residues may be the lower limit for full protein-splicing activity. In addition, the activation effect of the V67L mutation was observed to be universal for mini-inteins longer than 137 residues. Structural and functional analyses indicate that the role of the mutation is in stabilization of the mini-intein core.

Directed Molecular Evolution↗

Control of transcription factor activity and osteoblast differentiation in mammalian cells using an evolved small-molecule-dependent intein.

Inteins are naturally occurring protein elements that catalyze their own excision from within a larger protein together with the ligation of the flanking "extein" sequences. Previously we reported the directed evolution of an intein-based molecular switch in which intein splicing in yeast cells was made dependent on the cell-permeable small molecule 4-hydroxytamoxifen (4-HT). Here we show that these evolved inteins are effective means of rendering protein function and biological signaling pathway activation dependent on 4-HT in mammalian cells. We have characterized the generality, speed, and dose dependence of ligand-induced protein splicing in murine NIH3T3 cells and in human HEK293 cells. Evolved inteins were used to control in mammalian cells the function of Gli1 and a truncated form of Gli3, two transcriptional mediators of the Hedgehog signaling pathway. Finally, we show that a complex biological process such as osteoblast differentiation can be made dependent on 4-HT using the evolved intein system. Our findings suggest that evolved small-molecule-dependent inteins may serve as a general means of achieving gene-specific, dose-dependent, post-translational, and small-molecule-induced control over protein activity in mammalian systems.

Animals↗

Engineering a thermostable human prolyl endopeptidase for antibody-directed enzyme prodrug therapy.

We present a new antibody-directed enzyme prodrug therapy strategy (ADEPT) based on a post-proline cleaving endopeptidase and prodrugs, in which cytotoxic moieties are linked to a proline-containing peptide. Human prolyl endopeptidase was expressed in Escherichia coli and purified to homogeneity. The enzyme was active in buffer and in human serum but was rapidly thermally inactivated by incubation at 37 degrees C, thus preventing applications in vivo. While prolyl endopeptidase display on filamentous phage abolished viral infectivity and prevented directed evolution strategies based on phage display, we robotically screened 10752 individual colonies of mutant enzymes using a fluorogenic assay to improve enzyme stability. A single amino acid mutation (Glu289 --> Gly) improved protein stability, resulting in a half-life of 16 h at 37 degrees C in phosphate buffer. Two prodrugs were synthesized, in which an N-protected glycine-proline dipeptide was covalently coupled to doxorubicin and melphalan. (Benzyloxycarbonyl)glycylprolylmelphalan, but not the more sterically hindered doxorubicin prodrug, could be efficiently activated by prolyl endopeptidase [specific activity = 813.3 nmol min(-1) (mg of enzyme)(-1) at 25 degrees C]. The melphalan prodrug was essentially nontoxic to CHO, F9 teratocarcinoma, MCF7 breast adenocarcinoma, and p3U1 mouse myeloma cells up to millimolar concentrations, while prodrug incubation with the engineered prolyl endopeptidase mutant led to a cell killing profile superimposable to the one of melphalan. The prolyl endopeptidase mutant was then chemically coupled to the human antibody L19, specific to the EDB domain of fibronectin, a marker of angiogenesis. The resulting immunoconjugate retains antigen binding and enzymatic activity, thus opening the way to anticancer ADEPT applications.

Animals↗

Fine affinity discrimination by yeast surface display and flow cytometry.

Yeast surface display is a eucaryotic system for the directed evolution of protein binding and stability. For antibody affinity maturation, achievable single-pass enrichment factors are a critical variable. Both reliable recovery of rare clones (yield) and effective differentiation between clones of only slightly improved affinity (purity) are paramount. To validate yeast display's purification potential, trial sorting experiments were performed. The D1.3 (anti-hen egg lysozyme) single chain variable fragment antibody and a 2-fold higher affinity mutant (M3) were each displayed on the surface of Saccharomyces cerevisiae. M3-displaying cells were mixed into the D1.3-displaying cells at a ratio of 1:1000. Cells were fluorescently labeled according to antigen equilibrium binding and then sorted using a flow cytometer. Single-pass enrichment of M3-displaying cells was 125-fold (+/- 65-fold). This level of performance is achievable because of the precision and reproducibility of optimal labeling conditions. This work further demonstrates the capability of yeast display for very fine discrimination between mutant clones of similar affinity. Because large improvements in affinity typically result from combinations of small changes, this capability to identify subtle improvements is essential for rapid affinity maturation.

Animals↗

Generation of novel-substrate-accepting biphenyl dioxygenases through segmental random mutagenesis and identification of residues involved in enzyme specificity.

Aryl-hydroxylating dioxygenases are of interest for the degradation of persistant aromatic pollutants, such as polychlorobiphenyls (PCBs), or as catalysts for the functionalization of aromatic scaffolds. In order to achieve dioxygenation of technical mixtures of PCBs, enzymes with broadened or altered substrate ranges are essential. To alter the substrate specificity of the biphenyl dioxygenase (BphA) of Burkholderia xenovorans LB400, we applied a directed evolution approach that used structure-function relationship data to target random mutageneses to specific segments of the enzyme. The limitation of random amino acid (AA) substitutions to regions that are critical for substrate binding and the exclusion of AA exchanges from positions that are essential for catalytic activity yielded enzyme variants of interest at comparatively high frequencies. After only a single mutagenic cycle, 10 beneficial variants were detected in a library of fewer than 1,000 active enzymes. Compared to the parental BphA, they showed between 5- and 200-fold increased turnover of chlorinated biphenyls, with substituent patterns that rendered them largely recalcitrant to attack by BphA-LB400. Determination of their sequences identified AAs that prevent the acceptance of specific PCBs by the wild-type enzyme, such as Pro334 and Phe384. The results suggest prime targets for subsequent cycles of BphA modification. Correlations with a three-dimensional model of the enzyme indicated that most of the exchanges with major influence on substrate turnover do not involve pocket-lining residues and had not been predictable through structural modeling.

Amino Acid Sequence↗

Understanding protein lids: structural analysis of active hinge mutants in triosephosphate isomerase.

The conformational switch from open to closed of the flexible loop 6 of triosephosphate isomerase (TIM) is essential for the catalytic properties of TIM. Using a directed evolution approach, active variants of chicken TIM with a mutated C-terminal hinge tripeptide of loop 6 have been generated (Sun,J. and Sampson,N.S., Biochemistry, 1999, 38, 11474-11481). In chicken TIM, the wild-type C-terminal hinge tripeptide is KTA. Detailed enzymological characterization of six variants showed that some of these (LWA, NPN, YSL, KTK) have decreased catalytic efficiency, whereas others (KVA, NSS) are essentially identical with wild-type. The structural characterization of these six variants is reported. No significant structural differences compared with the wild-type are found for KVA, NSS and LWA, but substantial structural adaptations are seen for NPN, YSL and KTK. These structural differences can be understood from the buried position of the alanine side chain in the C-hinge position 3 in the open conformation of wild-type loop 6. Replacement of this alanine with a bulky side chain causes the closed conformation to be favored, which correlates with the decreased catalytic efficiency of these variants. The structural context of loop 6 and loop 7 and their sequence conservation in 133 wild-type sequences is also discussed.

Animals↗

Activity-based in vitro selection of T4 DNA ligase.

Recent in vitro methodologies for selection and directed evolution of proteins have concentrated not only on proteins with affinity such as single-chain antibody but also on enzymes. We developed a display technology for selection of T4 DNA ligase on ribosome because an in vitro selection method for DNA ligase had never been developed. The 3' end of mRNA encoding the gene of active or inactive T4 DNA ligase-spacer peptide fusion protein was hybridized to dsDNA fragments with cohesive ends, the substrate of T4 DNA ligase. After in vitro translation of the mRNA-dsDNA complex in a rabbit reticulocyte system, a mRNA-dsDNA-ribosome-ligase complex was produced. T4 DNA ligase enzyme displayed on a ribosome, through addition of a spacer peptide, is able to react with dsDNA in the complex. The complex expressing active ligase was biotinylated by ligation with another biotinylated dsDNA probe and selected with streptavidin-coated magnetic beads. We effectively selected active T4 DNA ligase from a small amount of protein. The gene of the active T4 DNA ligase was enriched 40 times from a mixture of active and inactive genes using this selection strategy. This ribosomal display strategy may have high potential to be useful for selection of other enzymes associated with DNA.

Catalysis↗

Four-base codon mediated mRNA display to construct peptide libraries that contain multiple nonnatural amino acids.

In vitro selection and directed evolution of peptides from mRNA display are powerful strategies to find novel peptide ligands that bind to target biomolecules. In this study, we expanded the mRNA display method to include multiple nonnatural amino acids by introducing three different four-base codons at a randomly selected single position on the mRNA. Another nonnatural amino acid may be introduced by suppressing an amber codon that may appear from a (NNK)(n) nucleotide sequence on the mRNA. The mRNA display was expressed in an Escherichia coli in vitro translation system in the presence of three types of tRNAs carrying different four-base anticodons and a tRNA carrying an amber anticodon, the tRNAs being chemically aminoacylated with different nonnatural amino acids. The complexity of the starting mRNA-displayed peptide library was estimated to be 1.1 x 10(12) molecules. The effectiveness of the four-base codon mediated mRNA display method was demonstrated in the selection of biocytin-containing peptides on streptavidin-coated beads. Moreover, a novel streptavidin-binding nonnatural peptide containing benzoylphenylalanine was obtained from the nonnatural peptide library. The nonnatural peptide library from the four-base codon mediated mRNA display provides much wider functional and structural diversity than conventional peptide libraries that are constituted from 20 naturally occurring amino acids.

Amino Acids↗

From more to fewer? Testing an allegedly pervasive trend in the evolution of morphological structure.

While evolutionary trends have long received much attention and have been widely disputed, new methods are now allowing the testing of directional hypotheses with increased rigor. Here, we test a general hypothesis about the way many kinds of discrete characters are thought to evolve, termed oligomerization. This is the tendency for serial structures (such as arthropod body and appendage segments) or armature (such as spines) to evolve primarily through loss and fusion. Focusing on the Crustacea, we use maximum likelihood methods to test for directional evolution in a large sample (> 500) of discrete traits, analyzed against molecular-based phylogenies. We find evidence for a significant trend toward trait loss, in accordance with the reduction principle. However, this trend is far from ubiquitous, with many characters exhibiting a reconstructed bias toward gains. These results suggest that caution must be used before drawing conclusions about which taxa are "primitive" or about the directionality of morphological shifts in the absence of phylogenetic analysis. Nevertheless, oligomerization-as a trend rather than a law-may be an important process that influences evolutionary trajectories from both morphological and functional perspectives.

Animals↗

Gene array-based identification of changes that contribute to ethanol tolerance in ethanologenic Escherichia coli: comparison of KO11 (parent) to LY01 (resistant mutant).

Escherichia coli KO11 (parent) and LY01 (mutant) have been engineered for the production of ethanol. Gene arrays were used to identify expression changes that occurred in the mutant, LY01, during directed evolution to improve ethanol tolerance (defined as extent of growth in the presence of added ethanol). Expression levels for 205 (5%) of the ORFs were found to differ significantly (p < 0.10) between KO11 and LY01 under each of six different growth conditions (p < 0.000001). Statistical evaluation of differentially expressed genes according to various classification schemes identified physiological areas of importance. A large fraction of differentially expressed ORFs were globally regulated, leading to the discovery of a nonfunctional fnr gene in strain LY01. In agreement with a putative role for FNR in alcohol tolerance, increasing the copy number of fnr(+) in KO11(pGS196) decreased ethanol tolerance but had no effect on growth in the absence of ethanol. Other differences in gene expression provided additional clues that permitted experimentation. Tolerance appears to involve increased metabolism of glycine (higher expression of gcv genes) and increased production of betaine (higher expression of betIBA and betT encoding betaine synthesis from choline and choline uptake, respectively). Addition of glycine (10 mM) increased ethanol tolerance in KO11 but had no effect in the absence of ethanol. Addition of betaine (10 mM) increased ethanol tolerance by over 2-fold in both LY01 and KO11 but had no effect on growth in the absence of ethanol. Both glycine and betaine can serve as protective osmolytes, and this may be the basis of their beneficial action. In addition, the marAB genes encoding multiple antibiotic resistance proteins were expressed at higher levels in LY01 as compared to KO11. Interestingly, overexpression of marAB in KO11 made this strain more ethanol-sensitive. Overexpression of marAB in LY01 had no effect on ethanol tolerance. Increased expression of genes encoding serine uptake (sdaC) and serine deamination (sdaB) also appear beneficial for LY01. Addition of serine increased the growth of LY01 in the presence and absence of ethanol but had no effect on KO11. Changes in the expression of several genes concerned with the synthesis of the cell envelope components were also noted, which may contribute to increased ethanol tolerance.

Directed Molecular Evolution↗

Characterization of T cell receptors engineered for high affinity against toxic shock syndrome toxin-1.

Superantigens, including bacterial enterotoxins, are a family of proteins that bind simultaneously to MHC class II molecules and the Vbeta regions of T cell receptors. This cross-linking results in the activation of a large population of T cells that release massive amounts of inflammatory cytokines, ultimately causing a condition known as toxic shock syndrome. The staphylococcal superantigen toxic shock syndrome toxin-1 (TSST-1) is a causative agent of this disease, but its structure in complex with the cognate T cell receptor (human Vbeta2.1) has not been determined. To understand the molecular details of the interaction and to develop high affinity antagonists to TSST-1, we used directed evolution to generate a panel of high affinity receptors for TSST-1. Yeast display libraries of random and site-directed hVbeta2.1 mutants were selected for improved domain stability and for higher affinity binding to TSST-1. Stability mutations allowed the individual Vbeta domains to be expressed in a bacterial expression system. Affinity mutations were generated in CDR2 and FR3 residues, yielding improvements in affinity of greater than 10,000-fold (a K(D) value of 180 pmol). Alanine scanning mutagenesis of hVbeta2.1 wild-type and mutated residues allowed us to generate a map of the binding site for TSST-1 and to construct a docking model for the hVbeta2.1-TSST-1 complex. Our experiments suggest that the energetic importance of a single hVbeta2.1 wild-type residue likely accounts for the restriction of TSST-1 specificity to only this human Vbeta region. The high affinity mutants described here thus provide critical insight into the molecular basis of TSST-1 specificity and serve as potential leads toward the development of therapeutic agents for superantigen-mediated disease.

Alanine↗

Expression and purification of histidine-tagged bacteriophage T7 DNA polymerase.

The formation of inclusion bodies is a frequent consequence of high-level production of foreign protein in the cytoplasm of Escherichia coli. This phenomenon is also observed with bacteriophage T7 gene 5 protein, the phage-encoded subunit of T7 DNA polymerase, if expression is based on the T5 promoter/lac operator transcription-translation system present in a vector with ColE1 origin of replication. To avoid tedious procedures for recovering protein from insoluble aggregates, we studied the expression of T7 gene 5 protein using a series of E. coli strains, and optimized the yield of soluble, histidine-tagged (His-tagged) protein by varying the respective growth conditions (temperature, amount of inducer isopropyl-beta-d-thiogalactopyranoside, and presence of organic osmolytes). Although the expression levels in three different strains (BL21, SG13009, and XL1-Blue) were almost comparable with a given set of growth conditions, the yields of soluble protein differed markedly. The largest quantities of soluble, His-tagged T7 gene 5 protein were achieved using "cloning strain" XL1-Blue which benefitted significantly from the presence of sorbitol and glycine betaine-in contrast to the expression strains BL21 and SG13009. Purification of His-tagged T7 gene 5 protein was achieved using single-step metal-affinity chromatography that yielded large amounts of highly active polymerase (97% homogeneity). The application of this expression/purification approach represents not only a useful method to purify large quantities of T7 DNA polymerase for structural investigations but also, provides a fast and efficient protocol for the parallel purification of T7 DNA polymerase variants, e.g., for automated screenings or directed evolution experiments.

Bacteriophage T7↗