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PubMed2006

In vitro evolution of proteins.

Consecutive rounds of diversification and selection of the fittest is believed to be the main driving force for the evolution of life. For the evolution of life to proceed, all living cells are surrounded by a lipid bilayer that separates their own genes from the external environment and from those of other organisms. In this way, the genetic information of an individual is replicated on the basis of their phenotype; thus the enrichment of the fittest will occur. Hence, evolution is based on linkage between genotype and phenotype owing to the surrounding of the genetic material with a barrier. The linkage between genotype and phenotype is also known to be essential for the directed evolution of proteins. Indeed, systems for molecular evolution, including phage display, ribosome display, and in vitro compartmentalization, all satisfy this requirement in different ways. These systems have been shown to be powerful tools for high-throughput screening for the functions of proteins, screening as many as <10(12) molecules in 1 d. These selection systems in combination with various gene libraries yield proteins with improved or altered biophysical properties, and may even allow the generation of proteins with novel functions.

Amino Acid Sequence↗
PubMedDate not supplied

[Ecosystem evolution: main stages and potential mechanisms].

Major differences between the Western and "Russian" (Zavarzin, 1995) paradigms in ecology and evolutionary biology are described. The "Russian" paradigm suggests that there exist two, rather than one, quite independent lineages--species evolution and ecosystem evolution. This is based on the idea that life may exist just as a nutrient cycle. The main terms and concepts of the "Russian" paradigm are defined more exactly. An attempt is made to develop this paradigm so that it would be possible to describe not only phenomenology, but also mechanisms of ecosystem evolution. To simplify evolutionary phenomena logically, it is suggested to use the concept of conditionally complete causal explanation (Lekevicius, 1984; 1985), i.e. deduce evolutionary mechanisms from major principles of functioning. This methodology is adapted to model the main stages of the evolution of nutrient cycles (3.8-2.0 bln. y.a.) and the appearance and evolution of biophagy (1.7-0 bln. y.a.). Based on a multitude of examples, it is shown that these are functional constraints that are the forces directing evolution; those constraints emerge during the interaction of organisms and while the latter interact with the abiotic environment. Since the structure of an ecosystem is non-rigid, each species is able to accumulate features useful to both an ecosystem and itself. Those are individuals that die and reproduce, whereas all structures, from macromolecules to ecosystems, evolve.

Animals↗
PubMed2004

[Application of bioinformatics in researches of industrial biocatalysis].

Industrial biocatalysis is currently attracting much attention to rebuild or substitute traditional producing process of chemicals and drugs. One of key focuses in industrial biocatalysis is biocatalyst, which is usually one kind of microbial enzyme. In the recent, new technologies of bioinformatics have played and will continue to play more and more significant roles in researches of industrial biocatalysis in response to the waves of genomic revolution. One of the key applications of bioinformatics in biocatalysis is the discovery and identification of the new biocatalyst through advanced DNA and protein sequence search, comparison and analyses in Internet database using different algorithm and software. The unknown genes of microbial enzymes can also be simply harvested by primer design on the basis of bioinformatics analyses. The other key applications of bioinformatics in biocatalysis are the modification and improvement of existing industrial biocatalyst. In this aspect, bioinformatics is of great importance in both rational design and directed evolution of microbial enzymes. Based on the successful prediction of tertiary structures of enzymes using the tool of bioinformatics, the undermentioned experiments, i.e. site-directed mutagenesis, fusion protein construction, DNA family shuffling and saturation mutagenesis, etc, are usually of very high efficiency. On all accounts, bioinformatics will be an essential tool for either biologist or biological engineer in the future researches of industrial biocatalysis, due to its significant function in guiding and quickening the step of discovery and/or improvement of novel biocatalysts.

Biocatalysis↗
PubMed1999

Dynamic diversity and small-molecule evolution: a new paradigm for ligand identification.

A longstanding goal of organic, medicinal and bioorganic chemists has been the discovery of efficient methods for designing or identifying biologically active compounds. Recently, several groups have reported using the directed evolution of combinatorial libraries as a new method of identifying compounds capable of binding tightly to a target molecule. Although significant development remains to be done, the initial results suggest that dynamic diversity and associated selection methods will prove to be valuable additions to the drug-discovery process.

Biological Evolution↗
PubMed2000

Directionality theory and the evolution of body size.

Directionality theory, a dynamic theory of evolution that integrates population genetics with demography, is based on the concept of evolutionary entropy, a measure of the variability in the age of reproducing individuals in a population. The main tenets of the theory are three principles relating the response to the ecological constraints a population experiences, with trends in entropy as the population evolves under mutation and natural selection. (i) Stationary size or fluctuations around a stationary size (bounded growth): a unidirectional increase in entropy; (ii) prolonged episodes of exponential growth (unbounded growth), large population size: a unidirectional decrease in entropy; and (iii) prolonged episodes of exponential growth (unbounded growth), small population size: random, non-directional change in entropy. We invoke these principles, together with an allometric relationship between entropy, and the morphometric variable body size, to provide evolutionary explanations of three empirical patterns pertaining to trends in body size, namely (i) Cope's rule, the tendency towards size increase within phyletic lineages; (ii) the island rule, which pertains to changes in body size that occur as species migrate from mainland populations to colonize island habitats; and (iii) Bergmann's rule, the tendency towards size increase with increasing latitude. The observation that these ecotypic patterns can be explained in terms of the directionality principles for entropy underscores the significance of evolutionary entropy as a unifying concept in forging a link between micro-evolution, the dynamics of gene frequency change, and macro-evolution, dynamic changes in morphometric variables.

Animals↗
PubMed2005

Mechanistic insights into the isochorismate pyruvate lyase activity of the catalytically promiscuous PchB from combinatorial mutagenesis and selection.

PchB from Pseudomonas aeruginosa possesses isochorismate pyruvate lyase (IPL) and weak chorismate mutase (CM) activity. Homology modeling based on a structurally characterized CM, coupled with randomization of presumed key active site residues (Arg54, Glu90, Gln91) and in vivo selection for CM activity, was used to derive mechanistic insights into the IPL activity of PchB. Mutation of Arg54 was incompatible with viability, and the CM and IPL activities of an engineered R54K variant were reduced 1,000-fold each. The observation that position 90 was tolerant to substitution but position 91 was essentially confined to Gln or Glu in functional variants rules out involvement of Glu90 in general base catalysis. Counter to the generally accepted mechanistic hypothesis for pyruvate lyases, we propose for PchB a rare [1,5]-sigmatropic reaction mechanism that invokes electrostatic catalysis in analogy to the [3,3]-pericyclic rearrangement of chorismate in CMs. A common catalytic principle for both PchB functions is also supported by the covariance of the catalytic parameters for the CM and IPL activities and the shared functional requirement for a protonated Glu91 in Q91E variants. The experiments demonstrate that focusing directed evolution strategies on the readily accessible surrogate activity of an enzyme can provide valuable insights into the mechanism of the primary reaction.

Amino Acid Sequence↗
PubMed2002

Transition rates between specialization and generalization in phytophagous insects.

Although most species of animals exhibit specialized patterns of resource use, it is unclear whether specialization evolves at a faster rate than generalization. To test this hypothesis, transition rates toward specialization and toward generalization were estimated using phylogenies from 15 groups of phytophagous insects. Among the groups studied, maximum-likelihood analyses showed that the forward transition rate from generalization to specialization was significantly higher than the reverse transition rate from specialization to generalization (mean ratio of forward to reverse transition rate = 1.47 using uniform branch lengths and 1.76 using Grafen branch lengths). Although phylogenetic conservatism of host-plant use is common, the results suggest that the evolution of specialization is a highly dynamic process. For example, higher transitions rates both toward and away from specialization as well as equal transition rates were inferred. Collectively, the results reveal a tendency for directional evolution toward increased specialization but also indicate that specialization does not always represent an evolutionary dead-end that strongly limits further evolution.

Animals↗
PubMed2001

Rapid evolution of novel traits in microorganisms.

The use of natural microorganisms in biotransformations is frequently constrained by their limited tolerance to the high concentrations of metabolites and solvents required for effective industrial production. In many cases, more robust strains have to be generated by random mutagenesis and selection. This process of directed evolution can be accelerated in mutator strains, which carry defects in one or more of their DNA repair genes. However, in order to use mutator strains, it is essential to restore the normal low mutation rate of the selected organisms immediately after selection to prevent the accumulation of undesirable spontaneous mutations. To enable this process, we constructed temperature-sensitive plasmids that temporarily increase the mutation frequency of their hosts by 20- to 4,000-fold. Under appropriate selection pressure, microorganisms transformed with mutator plasmids can be quickly evolved to exhibit new, complex traits. By using this approach, we were able to increase the tolerance of three bacterial strains to dimethylformamide by 10 to 20 g/liter during only two subsequent transfers. Subsequently, the evolved strains were returned to their normal low mutation rate by curing the cells of the mutator plasmids. Our results demonstrate a new and efficient method for rapid strain improvement based on in vivo mutagenesis.

Dimethylformamide↗
PubMed2003

Evolutionary potential of (beta/alpha)8-barrels: functional promiscuity produced by single substitutions in the enolase superfamily.

The members of the mechanistically diverse, (beta/alpha)(8)-barrel fold-containing enolase superfamily evolved from a common progenitor but catalyze different reactions using a conserved partial reaction. The molecular pathway for natural divergent evolution of function in the superfamily is unknown. We have identified single-site mutants of the (beta/alpha)(8)-barrel domains in both the l-Ala-d/l-Glu epimerase from Escherichia coli (AEE) and the muconate lactonizing enzyme II from Pseudomonas sp. P51 (MLE II) that catalyze the o-succinylbenzoate synthase (OSBS) reaction as well as the wild-type reaction. These enzymes are members of the MLE subgroup of the superfamily, share conserved lysines on opposite sides of their active sites, but catalyze acid- and base-mediated reactions with different mechanisms. A comparison of the structures of AEE and the OSBS from E. coli was used to design the D297G mutant of AEE; the E323G mutant of MLE II was isolated from directed evolution experiments. Although neither wild-type enzyme catalyzes the OSBS reaction, both mutants complement an E. coli OSBS auxotroph and have measurable levels of OSBS activity. The analogous mutations in the D297G mutant of AEE and the E323G mutant of MLE II are each located at the end of the eighth beta-strand of the (beta/alpha)(8)-barrel and alter the ability of AEE and MLE II to bind the substrate of the OSBS reaction. The substitutions relax the substrate specificity, thereby allowing catalysis of the mechanistically diverse OSBS reaction with the assistance of the active site lysines. The generation of functionally promiscuous and mechanistically diverse enzymes via single-amino acid substitutions likely mimics the natural divergent evolution of enzymatic activities and also highlights the utility of the (beta/alpha)(8)-barrel as a scaffold for new function.

Amino Acid Sequence↗
PubMed2005

Generation of variability by in vivo recombination of halves of a (beta/alpha)8 barrel protein.

Similar to what has been achieved with nucleic acids, directed evolution of proteins would be greatly facilitated by the availability of large libraries and efficient selection methods. So far, host cell transformation efficiency has been a bottleneck, practically limiting libraries to sizes less than 10(9). One way to circumvent this problem has been implemented with antibody systems, where contribution to the binding site is provided by two different polypeptides (light and heavy chains). The central concept is the construction of binary systems in which the gene from the two chains are separated by a cre-lox recombinase recognition site, packaged in a phage, and subsequently introduced, by multiple infection, into a recombinase expressing cell [Sblattero D, Bradbury A. Nat Biotechnol 2000;18(1):75-80]. Here, we describe the development of a system which applies the same concept to a single-domain enzyme, the cytoplasmic (beta/alpha)8 barrel protein phosphoribosyl anthranilate isomerase (PRAI) from E. coli. For that purpose, we identified the site at which a loop containing the recognition sequence for cre-lox recombinase could be inserted yielding a functional enzyme. We evaluated the effect of this insertion on the capability of the engineered gene to complement a trp F-E. coli strain and the efficiency of the system to recover the original sequence from an abundance of non-functional mutant genes.

Aldose-Ketose Isomerases↗
PubMed2003

Shadoo, a new protein highly conserved from fish to mammals and with similarity to prion protein.

We report evidence from cDNA isolation and expression analysis as well as analyses of genome, expressed sequence tag (EST), cDNA and expression databases for a new gene named SPRN (shadow of prion protein). SPRN comprises two exons, with the open reading frame (ORF) contained within exon 2, and codes for a protein of 130-150 amino acids named Shadoo (Japanese shadow), predicted to be extracellular and GPI-anchored. The SPRN gene was found in fish (zebrafish, Fugu) and mammals (mouse, rat, human). Conservation of order and transcription orientation of two proximal genes between fishes and mammals strongly indicates gene orthology. Sequence comparison shows: a highly conserved N-terminal signal sequence; Arg-rich basic region containing up to six tetrarepeats of consensus XXRG (where X is G, A or S); a hydrophobic region of 20 residues with strong homology to PrP; a less conserved C-terminal domain containing a conserved glycosylation motif; and a C-terminal peptide predicted to be a signal sequence for glycophosphotidylinositol (GPI)-anchor attachment. Fish Shadoos (Sho) show well conserved sequences (identity 54%) over 106 amino acids (zebrafish length), and conservation among the mammalian sequences is very high (identity 81-96%). The fish and mammalian sequences are also well conserved, particularly for zebrafish, to beyond the end of the hydrophobic sequence (identity 41-53%, 78 amino acids, zebrafish length). The overall structure appears closely related to prion proteins (PrPs), although the C-terminal domains of Shos are quite different from those of PrPs, for which conformational changes in mammals are implicated in disease. The structural similarity is particularly interesting given recent reports of three new genes with similarities to PrPs found in Fugu (PrP-like, PrP-461/stPrP-1 and stPrP-2) and other fish, but for which direct evolution to higher vertebrate PrPs is unlikely and for which no other mammalian homologues have been found. Database information indicates expression of SPRN in embryo, brain and retina of mouse and rat, hippocampus of human, and in embryo and retina of zebrafish, and we directly confirmed a strikingly specific expression of the mammalian (human, mouse, rat) transcripts in whole brain. This result together with some common structural features led to the suggestive hypothesis of a possible functional link between mammalian PrP and Sho proteins.

Amino Acid Sequence↗
PubMed2002

Generating addressable protein microarrays with PROfusion covalent mRNA-protein fusion technology.

An mRNA-protein fusion consists of a polypeptide covalently linked to its corresponding mRNA. These species, prepared individually or en masse by in vitro translation with a modified mRNA conjugate (the PROfusion process), link phenotype to genotype and enable powerful directed evolution schemes. We have exploited the informational content of the nucleic acid component of the mRNA-protein fusion to create an addressable protein microarray that self-assembles via hybridization to surface-bound DNA capture probes. The nucleic acid component not only directs the mRNA-protein fusion to the proper coordinate of the microarray, but also positions the protein in a uniform orientation. We demonstrate the feasibility of this protein chip concept with several mRNA-protein fusions, each possessing a unique peptide epitope sequence. These addressable proteins could be visualized on the microarray both by autoradiography and highly specific monoclonal antibody binding. The anchoring of the protein to the chip surface is surprisingly robust, and the system is sensitive enough to detect sub-attomole quantities of displayed protein without signal amplification. Such protein arrays should be useful for functional screening in massively parallel formats, as well as other applications involving immobilized peptides and proteins.

DNA Primers↗
PubMed2006

Increased amylosucrase activity and specificity, and identification of regions important for activity, specificity and stability through molecular evolution.

Amylosucrase is a transglycosidase which belongs to family 13 of the glycoside hydrolases and transglycosidases, and catalyses the formation of amylose from sucrose. Its potential use as an industrial tool for the synthesis or modification of polysaccharides is hampered by its low catalytic efficiency on sucrose alone, its low stability and the catalysis of side reactions resulting in sucrose isomer formation. Therefore, combinatorial engineering of the enzyme through random mutagenesis, gene shuffling and selective screening (directed evolution) was applied, in order to generate more efficient variants of the enzyme. This resulted in isolation of the most active amylosucrase (Asn387Asp) characterized to date, with a 60% increase in activity and a highly efficient polymerase (Glu227Gly) that produces a longer polymer than the wild-type enzyme. Furthermore, judged from the screening results, several variants are expected to be improved concerning activity and/or thermostability. Most of the amino acid substitutions observed in the totality of these improved variants are clustered around specific regions. The secondary sucrose-binding site and beta strand 7, connected to the important Asp393 residue, are found to be important for amylosucrase activity, whereas a specific loop in the B-domain is involved in amylosucrase specificity and stability.

Enzyme Stability↗
PubMed2003

How does an enzyme evolved in vitro compare to naturally occurring homologs possessing the targeted function? Tyrosine aminotransferase from aspartate aminotransferase.

Aspartate aminotransferase (AATase) and tyrosine aminotransferase (TATase) are Escherichia coli paralogs that share 43% sequence identity. A plausible model posits that TATase arose from a duplication of an ancestral AATase-like enzyme. Directed evolution of AATase to an enzyme having TATase activity was undertaken in order to compare the evolved AATase variants with homologous TATases. Eight rounds of DNA shuffling and in vivo selection followed by a backcross with WT AATase produced enzymes that exhibited 100-270-fold increases in k(cat)/K(m)(Phe) and had as much as 11% of the tyrosine aminotransferase activity of WT E.coli TATase. Amino acid substitutions in 11 clones from rounds 7 and 8 were compared with conserved residues in AATases and TATases. The findings are conveniently and compactly illustrated by the use of Venn diagrams and set theory notation. A statistically significant (0.001 or=75% identical) in AATases and variable (<75% identical) in TATases. Very few mutations occur in the intersection (set AAT intersection TAT) of amino acid residues that are conserved in both enzyme types. Seven mutations from set AAT-TAT were combined by site-directed mutagenesis to give a construct that is 60% as active as the best round 8 enzyme, which has 13 amino acid replacements. The Venn diagrams may provide a generally useful tool to highlight the most important specificity determinants for rational redesign. Amino acid replacements were mapped onto the crystal structure of a hydrocinnamate complex of a designed TATase. Five of the seven positions most frequently substituted in the evolved clones are within 15 A of the phenyl side-chain, but only six of the 48 positions that were mutated once or twice are within that radius. Context dependence, neutral mutations, different selective pressures, and stochastic components provide explanations for the observation that many of the substitutions found in the directly evolved enzymes differ from the corresponding amino acids found in the modern natural TATases.

Amino Acid Sequence↗
PubMed2003

Chemical complementation: small-molecule-based genetic selection in yeast.

Protein and metabolic engineering would greatly benefit from a general system linking the presence of a small molecule to the power of genetic selection. We use nuclear receptors to link the survival of Saccharomyces cerevisiae to the presence of small molecules through genetic selection, extending classical genetic complementation to a new "chemical complementation." In this system the Gal4 DNA-binding domain is fused to ligand-binding domains from two nuclear receptors, expressed in the strain PJ69-4A, and grown on plates containing known ligands for the receptors. Yeast survive on selective plates only in the presence of a nuclear receptor and the corresponding ligand. Mutagenesis can increase the sensitivity of chemical complementation. This system may be extended to engineer nuclear receptors for practically any small molecule through directed evolution coupled to genetic selection, and for performing metabolic engineering in yeast.

Antineoplastic Agents↗
PubMed2004

Harnessing phytochrome's glowing potential.

Directed evolution of a cyanobacterial phytochrome was undertaken to elucidate the structural basis of its light sensory activity by remodeling the chemical environment of its linear tetrapyrrole prosthetic group. In addition to identifying a small region of the apoprotein critical for maintaining phytochrome's native spectroscopic properties, our studies revealed a tyrosine-to-histidine mutation that transformed phytochrome into an intensely red fluorescent biliprotein. This tyrosine is conserved in all members of the phytochrome superfamily, implicating direct participation in the primary photoprocess of phytochromes. Fluorescent phytochrome mutants also hold great promise to expand the present repertoire of genetically encoded fluorescent proteins into the near infrared.

Bacterial Proteins↗
PubMed2006

Identifying functionally important mutations from phenotypically diverse sequence data.

Here we present a simple statistical method to determine the phenotypic contribution of a single mutation from libraries of mutants with diverse phenotypes in which each mutant contains a multitude of mutations. The central premise of this method is that, given M phenotypic classes, mutations that do not affect the phenotype should partition among the M classes according to a multinomial distribution. Deviations from this distribution are indicative of a link between specific mutations and phenotypes. We suggest that this method will aid the engineering of functional nucleic acids, proteins, and other biomolecules by uncovering target sites for rational mutagenesis. As a proof of the principle, we show how the method can be used to deduce the individual effects of mutations in a set of 69 P(L)-lambda promoter variants. Each of these promoters was generated by error-prone PCR and incorporated numerous mutations. The activity of the promoters was assayed using flow cytometry to measure the fluorescence of a green fluorescent protein reporter gene. Our analysis of the sequences of these mutants revealed seven positions having a statistically significant correlation with promoter activity. Using site-directed mutagenesis, we constructed point mutations for several sites, both statistically significant and insignificant, and combinations of these sites. Our results show that the statistical method correctly elucidated the phenotypic manifestations of these mutations. We suggest that this method may be useful for expediting directed evolution experiments by allowing both desired and undesired mutations to be identified and incorporated between rounds of mutagenesis.

Base Sequence↗