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Rescue of the RNA phage genome from RNase III cleavage.

The secondary structure of the RNA from the single-stranded RNA bacteriophages, like MS2 and Qb, has evolved to serve a variety of functions such as controlling gene expression, exposing binding sites for the replicase and capsid proteins, allowing strand separation and so forth. On the other hand, all of these foldings have to perform in bacterial cells in which various RNA splitting enzymes are present. We therefore examined whether phage RNA structure is under selective pressure by host RNases. Here we show this to be true for RNase III. A fully double-stranded hairpin of 17 bp, which is an RNase III target, was inserted into a non-coding region of the MS2 RNA genome. In an RNase III-host these phages survived but in wild-type bacteria they did not. Here the stem underwent Darwinian evolution to a structure that was no longer a substrate for RNase III. This was achieved in three different ways: (i) the perfect stem was maintained but shortened by removing all or most of the insert; (ii) the stem acquired suppressor mutations that replaced Watson-Crick base pairs by mismatches; (iii) the stem acquired small deletions or insertions that created bulges. These insertions consist of short stretches of non-templated A or U residues. Their origin is ascribed to polyadenylation at the site of the RNase III cut (in the + or - strand) either by Escherichia coli poly(A) polymerase or by idling MS2 replicase.

Base Sequence↗

Evolution of a pathway to novel long-chain carotenoids.

Using methods of laboratory evolution to force the C(30) carotenoid synthase CrtM to function as a C(40) synthase, followed by further mutagenesis at functionally important amino acid residues, we have discovered that synthase specificity is controlled at the second (rearrangement) step of the two-step reaction. We used this information to engineer CrtM variants that can synthesize previously unknown C(45) and C(50) carotenoid backbones (mono- and diisopentenylphytoenes) from the appropriate isoprenyldiphosphate precursors. With this ability to produce new backbones in Escherichia coli comes the potential to generate whole series of novel carotenoids by using carotenoid-modifying enzymes, including desaturases, cyclases, hydroxylases, and dioxygenases, from naturally occurring pathways.

Bacterial Proteins↗

Transforming a (beta/alpha)8--barrel enzyme into a split-protein sensor through directed evolution.

Split-protein sensors have become an important tool for the analysis of protein-protein interactions in living cells. We present here a combinatorial method for the generation of new split-protein sensors and demonstrate its application toward the (beta/alpha)(8)-barrel enzyme N-(5'-phosphoribosyl)-anthranilate isomerase Trp1p from Saccharomyces cerevisiae. The generated split-Trp protein sensors allow for the detection of protein-protein interactions in the cytosol as well as the membrane by enabling trp1 cells to grow on medium lacking tryptophan. This powerful selection complements the repertoire of the currently used split-protein sensors and provides a new tool for high-throughput interaction screening.

Aldose-Ketose Isomerases↗

Efficient display of two enzymes on filamentous phage using an improved signal sequence.

Directed protein-evolution strategies generally make use of a link between a protein and the encoding DNA. In phage-display technology, this link is provided by fusion of the protein with a coat protein that is incorporated into the phage particle containing the DNA. Optimization of this link can be achieved by adjusting the signal sequence of the fusion. In a previous study, directed evolution of signal sequences for optimal display of the Taq DNA polymerase I Stoffel fragment on phage yielded signal peptides with a 50- fold higher incorporation of fusion proteins in phage particles. In this article, we show that for one of the selected signal sequences, improved display on phage can be generalized to other proteins, such as adenylate cyclases from Escherichia coli and Bordetella pertussis, and that this is highly dependent on short sequences at the C-terminus of the signal peptide. Further, the display of two enzymes on phage has been achieved and may provide a strategy for directing coevolution of the two proteins. These findings should be useful for display of large and cytoplasmic proteins on filamentous phage.

Adenylyl Cyclases↗

Directed evolution of an esterase from Pseudomonas fluorescens. Random mutagenesis by error-prone PCR or a mutator strain and identification of mutants showing enhanced enantioselectivity by a resorufin-based fluorescence assay.

The gene encoding an esterase from Pseudomonas fluorescens (PFE) was subjected to random mutagenesis by error-prone PCR or by using the mutator strain Epicurian coli XL1-Red. Enzyme libraries were then created in microtiter plates by expression of PFE-variants in E. coli. These were assayed for improved enantioselectivity in a Beckman robot system using optically pure (R)- or (S)-3-phenylbutyric acid resorufin esters, resulting in the identification of several mutants showing up to almost two-fold enantioselectivity (E(true) = 5.2 to 6.6) compared to wild-type PFE (E(true) = 3.5).

Directed Molecular Evolution↗

Modeling DNA shuffling.

In vitro evolution is a new, important laboratory method to evolve molecules with desired properties. It has been used in a variety of biological studies and drug development. In this paper, we study one important mutagenesis method used in in vitro evolution experiments called DNA shuffling. We construct a mathematical model for DNA shuffling and study the properties of molecules after DNA shuffling experiments based on this model. The model for DNA shuffling consists of two parts. First we apply the Lander-Waterman model for physical mapping by fingerprinting random clones to model the distribution of regions that can be reassembled through DNA shuffling. Then we present a model for recombination between different DNA species with different mutations. We compare our theoretical results with experimental data. Finally we propose novel applications of the theoretical results to the optimal design of DNA shuffling experiments and to physical mapping using DNA shuffling.

Base Sequence↗

On the levels of enzymatic substrate specificity: implications for the early evolution of metabolic pathways.

The most frequently invoked explanation for the origin of metabolic pathways is the retrograde evolution hypothesis. In contrast, according to the so-called "patchwork" theory, metabolism evolved by the recruitment of relatively inefficient small enzymes of broad specificity that could react with a wide range of chemically related substrates. In this paper it is argued that both sequence comparisons and experimental results on enzyme substrate specificity support the patchwork assembly theory. The available evidence supports previous suggestions that gene duplication events followed by a gradual neoDarwinian accumulation of mutations and other minute genetic changes lead to the narrowing and modification of enzyme function in at least some primordial metabolic pathways.

Bacteria↗

Directed evolution of a bacterial efflux pump: adaptation of the E. coli TolC exit duct to the Pseudomonas MexAB translocase.

Bacterial multidrug efflux pumps operate by periplasmic recruitment and opening of TolC family outer membrane exit ducts by cognate inner membrane translocases. Directed evolution of active hybrid pumps was achieved by challenging a library of mutated, shuffled TolC variants to adapt to the non-cognate Pseudomonas MexAB translocase, and confer resistance to the efflux substrate novobiocin. Amino acid substitutions in MexAB-adapted TolC variants that endowed high resistance were recreated independently, and revealed that MexAB-adaptation was conferred only by substitutions located in the lower alpha-helical barrel of TolC, specifically the periplasmic equatorial domain and entrance coiled coils. These changes converge to the native MexAB partner OprM, and indicate an interface key to the function and diversity of efflux pumps.

Anti-Bacterial Agents↗

Disease evolution across a range of spatio-temporal scales.

Traditional explorations of infectious disease evolution have considered the competition between two cross-reactive strains within the standard framework of disease models. Such techniques predict that diseases should evolve to be highly transmissible, benign to the host and possess a long infectious period: in general, diseases do not conform to this ideal. Here we consider a more holistic approach, suggesting that evolution is a trade-off between adaptive pressures at different scales: within host, between hosts and at the population level. We present a model combining within-host pathogen dynamics and transmission between individuals governed by an explicit contact network, where transmission dynamics between hosts are a function of the interaction between the pathogen and the hosts' immune system, though ultimately constrained by the contacts each infected host possesses. Our results show how each of the scales places constraints on the evolutionary behavior, and that complex dynamics may emerge due to the feedbacks between epidemiological and evolutionary dynamics. In particular, multiple stable states can occur with switching between them stochastically driven.

Communicable Diseases↗

Phage display as a tool for the directed evolution of enzymes.

Since its introduction in 1985, phage display has had a tremendous impact on the discovery of peptides that bind to a variety of receptors, the generation of binding sites within predefined scaffolds, and the creation of high-affinity antibodies without immunization. Its application to enzymology has required the development of techniques that couple enzymatic activity to selection protocols based on affinity chromatography. Here, we describe both indirect methods, using transition-state analogues and suicide substrates, and direct methods, using the ability of active phage-enzymes to transform substrate into product. The methods have been applied to large libraries for mechanistic-based studies and to generate variants with new or improved properties. In addition, such techniques have been successfully used to select catalytic antibodies and improve their catalytic efficiency.

Allosteric Site↗

In-vitro protein evolution by ribosome display and mRNA display.

In-vitro display technologies combine two important advantages for identifying and optimizing ligands by evolutionary strategies. First, by obviating the need to transform cells in order to generate and select libraries, they allow a much higher library diversity. Second, by including PCR as an integral step in the procedure, they make PCR-based mutagenesis strategies convenient. The resulting iteration between diversification and selection allows true Darwinian protein evolution to occur in vitro. We describe two such selection methods, ribosome display and mRNA display. In ribosome display, the translated protein remains connected to the ribosome and to its encoding mRNA; the resulting ternary complex is used for selection. In mRNA display, mRNA is first translated and then covalently bonded to the protein it encodes, using puromycin as an adaptor molecule. The covalent mRNA-protein adduct is purified from the ribosome and used for selection. Successful examples of high-affinity, specific target-binding molecules selected by in-vitro display methods include peptides, antibodies, enzymes, and engineered scaffolds, such as fibronectin type III domains and synthetic ankyrins, which can mimic antibody function.

Animals↗

Directed evolution of an anti-prion protein scFv fragment to an affinity of 1 pM and its structural interpretation.

Bovine spongiform encephalopathy (BSE) is a fatal neurodegenerative prion disease affecting cattle that is transmissible to humans, manifesting as a variant of Creutzfeldt-Jakob disease (vCJD) likely following the consumption of meat contaminated with BSE prions. High-affinity antibodies are a prerequisite for the development of simple, highly sensitive and non-invasive diagnostic tests that are able to detect even small amounts of the disease-associated PrP conformer (PrP(Sc)). We describe here the affinity maturation of a single-chain Fv antibody fragment with a binding affinity of 1 pM to a peptide derived from the unstructured region of bovine PrP (BoPrP (90-105)). This is the tightest peptide-binding antibody reported to date and may find useful application in diagnostics, especially when PrP(Sc) is pretreated by denaturation and/or proteolysis for peptide-like presentation. Several rounds of directed evolution and off-rate selection with ribosome display were performed using an antibody library generated from a single PrP binder with error-prone PCR and DNA-shuffling. As the correct determinations of affinities in this range are not straightforward, competition biosensor techniques and KinExA methods were both applied and compared. Structural interpretation of the affinity improvement was performed based on the crystal structure of the original prion binder in complex with the BoPrP (95-104) peptide by modeling the corresponding mutations.

Amino Acid Sequence↗

Directed evolution of metabolically engineered Escherichia coli for carotenoid production.

We have previously introduced a reconstructed isoprenoid pathway into Escherichia coli that exhibits amplified biosynthetic flux to geranylgeranyl diphosphate (GGPP), a common isoprenoid precursor. It was shown that GGPP synthase is an important rate-controlling enzyme in this reconstructed isoprenoid pathway. In this investigation, we applied directed evolution to GGPP synthase from Archaeoglobus fulgidus to enable the enhanced production of carotenoids in metabolically engineered E. coli. Eight mutants were isolated, and the best one increased lycopene production by 100%. Among the mutants that were isolated, mutation points were clustered in four "hot regions". The "hottest" region is located in the sequence upstream of the coding region, which presumably improves the expression level of the enzyme. The other three are within the coding sequence and are believed to improve the enzyme-specific activity in E coli. These results demonstrate that modulating both enzymatic expression and specific activity are important for optimizing the metabolic flux distribution.

Base Sequence↗

A strategy for the generation of specific human antibodies by directed evolution and phage display. An example of a single-chain antibody fragment that neutralizes a major component of scorpion venom.

This study describes the construction of a library of single-chain antibody fragments (scFvs) from a single human donor by individual amplification of all heavy and light variable domains (1.1 x 10(8) recombinants). The library was panned using the phage display technique, which allowed selection of specific scFvs (3F and C1) capable of recognizing Cn2, the major toxic component of Centruroides noxius scorpion venom. The scFv 3F was matured in vitro by three cycles of directed evolution. The use of stringent conditions in the third cycle allowed the selection of several improved clones. The best scFv obtained (6009F) was improved in terms of its affinity by 446-fold, from 183 nm (3F) to 410 pm. This scFv 6009F was able to neutralize 2 LD(50) of Cn2 toxin when a 1 : 10 molar ratio of toxin-to-antibody fragment was used. It was also able to neutralize 2 LD(50) of the whole venom. These results pave the way for the future generation of recombinant human antivenoms.

Amino Acid Sequence↗

Directed evolution of thermostable kanamycin-resistance gene: a convenient selection marker for Thermus thermophilus.

The whole-genome sequencing of an extreme thermophile, Thermus thermophilus, is now in progress. Like other genome projects, major concern is shifting from the sequence itself to post-sequencing research such as functional or structural genomics. Under such circumstances, the demand for convenient genetic-engineering tools is increasing. In this study we have increased the thermostability of a kanamycin-resistance gene product using strategies based on directed evolution in T. thermophilus to the upper limit of its growth temperature. The most thermostable mutant has 19 amino-acid substitutions, whereby the thermostability is increased by 20 degrees C, but the enzymatic activity is not significantly changed. Most of the mutated residues are located on the surface of the protein molecule, and, interestingly, five of the 19 substitutions are those to proline residues. The evolved kanamycin-resistance gene products could be used as selection markers at the optimum growth temperature of T. thermophilus. The development of such a convenient genetic-engineering tool would facilitate post-sequencing research on T. thermophilus.

Amino Acid Substitution↗

The evolution of DNA polymerases with novel activities.

DNA and RNA polymerases have evolved in nature to function in specific environments with specific substrates. Thus, although the commercial availability of these enzymes has revolutionized the biotechnology industry, their applications are limited. The availability of polymerases that have unnatural properties would be of even greater utility. Towards this goal, several activity-based screening and selection approaches have been developed. Using these techniques, polymerases that synthesize a variety of different polymers, including those containing 2'-O-methyl-modified nucleotides or unnatural base pairs, have been evolved. These results suggest that polymerases tailored for any specific application could soon be available.

DNA-Directed DNA Polymerase↗

Evolution of variants of yeast site-specific recombinase Flp that utilize native genomic sequences as recombination target sites.

As a tool in directed genome manipulations, site-specific recombination is a double-edged sword. Exquisite specificity, while highly desirable, makes it imperative that the target site be first inserted at the desired genomic locale before it can be manipulated. We describe a combination of computational and experimental strategies, based on the tyrosine recombinase Flp and its target site FRT, to overcome this impediment. We document the systematic evolution of Flp variants that can utilize, in a bacterial assay, two sites from the human interleukin 10 gene, IL10, as recombination substrates. Recombination competence on an end target site is acquired via chimeric sites containing mixed sequences from FRT and the genomic locus. This is the first time that a tyrosine site-specific recombinase has been coaxed successfully to perform DNA exchange within naturally occurring sequences derived from a foreign genomic context. We demonstrate the ability of an Flp variant to mediate integration of a reporter cassette in Escherichia coli via recombination at one of the IL10-derived sites.

Base Sequence↗

Effect of population patchiness and migration rates on the adaptation and divergence of vesicular stomatitis virus quasispecies populations.

The effect of migration among different isolated virus quasispecies populations on their adaptation and diversity was analysed through experimental evolution. An in vitro cell system was employed to simulate migration of vesicular stomatitis virus between isolated homogeneous host cell populations. The results clearly demonstrated a positive correlation between the migration rate and the magnitude of the mean fitness reached by the virus quasispecies populations. The results also showed, although less clearly, that fitness differences among quasispecies decreased with the magnitude of migration. These results are in close agreement with predictions of standard population genetics theory. These results can be explained in terms of the spread of beneficial mutations, originating in a single isolated quasispecies, through the entire system formed by the different quasispecies populations contained in different host cell populations.

Adaptation, Biological↗