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PubMed1999

Chemical modification of enzymes for enhanced functionality.

The explosion in commercial and synthetic applications of enzymes has stimulated much of the interest in enhancing enzyme functionality and stability. Covalent chemical modification, the original method available for altering protein properties, has now re-emerged as a powerful complementary approach to site-directed mutagenesis and directed evolution for tailoring proteins and enzymes. Glutaraldehyde crosslinking of enzyme crystals and polyethylene glycol (PEG) modification of enzyme surface amino groups are practical methods to enhance biocatalyst stability. Whereas crosslinking of enzyme crystals generates easily recoverable insoluble biocatalysts, PEGylation increases solubility in organic solvents. Chemical modification has been exploited for the incorporation of cofactors onto protein templates and for atom replacement in order to generate new functionality, such as the conversion of a hydrolase into a peroxidase. Despite the breadth of applicability of chemically modified enzymes, a difficulty that has previously impeded their implementation is the lack of chemo- or regio-specificity of chemical modifications, which can yield heterogeneous and irreproducible product mixtures. This challenge has recently been addressed by the introduction of a unique position for modification by a site-directed mutation that can subsequently be chemically modified to introduce an unnatural amino acid sidechain in a highly chemo- and regio-specific manner.

Biotechnology↗
PubMed1988

[Anthropophysiologic basis of the formation of arterial hypertension in primates].

Comparative physiological analysis suggested evolutional direction of typical organization of the blood orthostatic regulation and its dependence upon the posture status in pronograde animals (rats, rabbits, cats, dogs) as well as in primates (humans, monkeys). Data on the evidence of functional adaptation of cardiovascular system under the conditions of experimental bipedal posture in monkeys are presented and the meaning of blood regulation according to the gravity factor in the development of arterial hypertension is discussed.

Adaptation, Physiological↗
PubMed2004

Evolutionary potential of an RNA virus.

RNA viruses are remarkably adaptable to changing environments. This is medically important because it enables pathogenic viruses to escape the immune response and chemotherapy and is of considerable theoretical interest since it allows the investigation of evolutionary processes within convenient time scales. A number of earlier studies have addressed the dynamics of adapting RNA virus populations. However, it has been difficult to monitor the trajectory of molecular changes in RNA genomes in response to selective pressures. To address the problem, we developed a novel in vitro evolution system based on a recombinant double-stranded RNA bacteriophage, phi 6, containing a beta-lactamase (bla) gene marker. Carrier-state bacterial cells are resistant to ampicillin, and after several passages, they become resistant to high concentrations of another beta-lactam antibiotic, cefotaxime, due to mutations in the virus-borne bla gene. We monitored the changes in bla cDNAs induced by cefotaxime selection and observed an initial explosion in sequence variants with multiple mutations throughout the gene. After four passages, a stable, homogeneous population of bla sequences containing three specific nonsynonymous mutations was established. Of these, two mutations (E104K and G238S) have been previously reported for beta-lactamases from cefotaxime-resistant bacterial isolates. These results extend our understanding of the molecular mechanisms of viral adaptation and also demonstrate the possibility of using an RNA virus as a vehicle for directed evolution of heterologous proteins.

Adaptation, Physiological↗
PubMed1978

Studies on the mechanism of Tris-induced inactivation of oxygen evolution.

A study was made of the inactivation by Tris of O2 evolution in chloroplasts and the subsequent reactivation of O2 evolution. We conclude: 1. At concentrations of Tris sufficient to inhibit O2 evolution directly, a slow rate (t 1/2 approximately 20--25 min) of inactivation occurs; 2. Inactivation is accelerated (t 1/2 approximately 2 min) by weak light absorbed by system II and is rate limited by a dark step with a half-time of about 200 s; 3. Minimally one quantum event within System II is sufficient to inactive 50--70% of the O2 evolving centers; 4. This process is 3-(3,4-dichlorophenyl)-1,1-dimethylurea insensitive but is inhibited by reduced dichlorophenol indophenol and phenazine methosulfate, carbonylcyanide-p-trifluoromethoxyphenylhydrazone, 2-(3-chloro-4-trifluoromethyl)-anilino-3,5-dinitrothiophene and tetraphenylboron; 5. Partial reactivation of inactive O2 evolving centers is affected by the use of the same reagents inhibiting the light induced inactivations; 6. The life-time (t 1/2 approximately 1 to 3 h) of the activable state is correlated with diffusion across thylakoids of the larger manganese pool released from binding sites and remaining in thylakoids following inactivation of O2 evolution.

Carbonyl Cyanide p-Trifluoromethoxyphenylhydrazone↗
PubMed2002

A data-mining approach to spacer oligonucleotide typing of Mycobacterium tuberculosis.

MOTIVATION: The Direct Repeat (DR) locus of Mycobacterium tuberculosis is a suitable model to study (i) molecular epidemiology and (ii) the evolutionary genetics of tuberculosis. This is achieved by a DNA analysis technique (genotyping), called sp acer oligo nucleotide typing (spoligotyping ). In this paper, we investigated data analysis methods to discover intelligible knowledge rules from spoligotyping, that has not yet been applied on such representation. This processing was achieved by applying the C4.5 induction algorithm and knowledge rules were produced. Finally, a Prototype Selection (PS) procedure was applied to eliminate noisy data. This both simplified decision rules, as well as the number of spacers to be tested to solve classification tasks. In the second part of this paper, the contribution of 25 new additional spacers and the knowledge rules inferred were studied from a machine learning point of view. From a statistical point of view, the correlations between spacers were analyzed and suggested that both negative and positive ones may be related to potential structural constraints within the DR locus that may shape its evolution directly or indirectly. RESULTS: By generating knowledge rules induced from decision trees, it was shown that not only the expert knowledge may be modeled but also improved and simplified to solve automatic classification tasks on unknown patterns. A practical consequence of this study may be a simplification of the spoligotyping technique, resulting in a reduction of the experimental constraints and an increase in the number of samples processed.

Algorithms↗
PubMed2001

Genetic variability, molecular evolution, and geographic diversity of HLA-B27.

HLA-B27 represents a family of 23 closely related alleles (B*2701-23) that differ at 24 amino acid positions. The pattern of polymorphisms of B27 was studied, with special reference to synonymous (Ks) and nonsynonymous (Ka) divergence among alleles. B27 alleles are characterized by the enhanced rate of nonsynonymous nucleotide substitution in the peptide-binding region (PBR). The percentage of substitutions between each of the B27 pairs ranges from 0.2%-3% in exons 2-3 to 1.8%-20.1% in the PBR. A phylogenetic analysis of all B27 alleles is described in order to identify subtypes with a common evolutionary history. These results, together with the phylogenetic trees obtained from the comparison between exons 2-3 and PBR indicate that polymorphism of B27 is selectively maintained. Most of the differences are clustered in the C/F pocket affecting the specific binding of antigenic peptides. Gene conversion and point mutation are the most important mechanisms responsible for B27 diversification. The interaction of selection, genetic drift, and recombination events is important for generating polymorphism at B27 alleles. We analyzed a large extended B27 positive population from different parts of the world. Our results indicate that B27 subtypes differ in their ethnic distribution, which may be the result of different genetic and geographical origins. Different factors such as genetic drift, bottleneck effect, and admixture among populations could contribute to the genetic constitution of B27. The striking correlation between the structural features of B27 and the ethnic distribution of these subtypes suggests a model of strong directional evolution, in which the subtypes could have arisen from B*2705.

Africa↗
PubMed1999

Recombination and chimeragenesis by in vitro heteroduplex formation and in vivo repair.

We describe a simple method for creating libraries of chimeric DNA sequences derived from homologous parental sequences. A heteroduplex formed in vitro is used to transform bacterial cells where repair of regions of non-identity in the heteroduplex creates a library of new, recombined sequences composed of elements from each parent. Heteroduplex recombination provides a convenient addition to existing DNA recombination methods ('DNA shuffling') and should be particularly useful for recombining large genes or entire operons. This method can be used to create libraries of chimeric polynucleotides and proteins for directed evolution to improve their properties or to study structure-function relationships. We also describe a simple test system for evaluating the performance of DNA recombination methods in which recombination of genes encoding truncated green fluorescent protein (GFP) reconstructs the full-length gene and restores its characteristic fluorescence. Comprising seven truncated GFP constructs, this system can be used to evaluate the efficiency of recombination between mismatches separated by as few as 24 bp and as many as 463 bp. The optimized heteroduplex recombination protocol is quite efficient, generating nearly 30% fluorescent colonies for recombination between two genes containing stop codons 463 bp apart (compared to a theoretical limit of 50%).

Cloning, Molecular↗
PubMedDate not supplied

Primeval cells: possible energy-generating and cell-division mechanisms.

It is proposed that the first entity capable of adaptive Darwinian evolution consisted of a liposome vesicle formed of abiotically produced phospholipidlike molecules; a very few informational macromolecules; and some abiogenic, lipid-soluble, organic molecule serving as a symporter for phosphate and protons and as a means of high-energy-bond generation. The genetic material had functions that led to the production of phospholipidlike materials (leading to growth and division of the primitive cells) and of the carrier needed for energy transduction. It is suggested that the most primitive exploitable energy source was the donation of 2H+ + 2e- at the external face of the primitive cell. The electrons were transferred (by metal impurities) to internal sinks of organic material, thus creating, via a deficit, a protonmotive force that could drive both the active transport of phosphate and high-energy-bond formation. This model implies that proton translocation in a closed-membrane system preceded photochemical or electron transport mechanisms and that chemically transferable metabolic energy was needed at a much earlier stage in the development of life than has usually been assumed. It provides a plausible mechanism whereby cell division of the earliest protocells could have been a spontaneous process powered by the internal development of phospholipids. The stimulus for developing this evolutionary sequence was the realization that cellular life was essential if Darwinian "survival of the fittest" was to direct evolution toward adaptation to the external environment.

Adenosine Diphosphate↗
PubMed2003

Creation of a productive, highly enantioselective nitrilase through gene site saturation mutagenesis (GSSM).

Gene site saturation mutagenesis (GSSM) technology is applied for the directed evolution of a nitrilase. The nitrilase effectively catalyzes the desymmetrization of the prochiral substrate 3-hydroxyglutaronitrile to afford (R)-4-cyano-3-hydroxybutyric acid, a precursor to the valuable cholesterol-lowering drug Lipitor. The discovered wild-type enzyme effectively performs the reaction at the industrially relevant 3 M substrate concentration but affords a product enantiomeric excess of only 87.6% ee. Through GSSM, a mutagenesis technique that effects the combinatorial saturation of each amino acid in the protein to each of the other 19 amino acids, combined with a novel high-throughput mass spectroscopy assay, a number of improved variants were identified, the best of which is the Ala190His mutant that yields product enantiomeric excess of 98.5% at 3 M substrate loading and a volumetric productivity of 619 g L-1 d-1.

Amino Acid Substitution↗
PubMed2002

Long-term experimental evolution in Escherichia coli. X. Quantifying the fundamental and realized niche.

BACKGROUND: Twelve populations of the bacterium, Escherichia coli, adapted to a simple, glucose-limited, laboratory environment over 10,000 generations. As a consequence, these populations tended to lose functionality on alternative resources. I examined whether these populations in turn became inferior competitors in four alternative environments. These experiments are among the first to quantify and compare dimensions of the fundamental and realized niches. RESULTS: Three clones were isolated from each of the twelve populations after 10,000 generations of evolution. Direct competition between these clones and the ancestor in the selective environment revealed average fitness improvements of approximately 50%. When grown in the wells of Biolog plates, however, evolved clones grew 25% worse on average than the ancestor on a variety of different carbon sources. Next, I competed each evolved population versus the ancestor in four foreign environments (10-fold higher and lower glucose concentration, added bile salts, and dilute LB media). Surprisingly, nearly all populations were more fit than the ancestor in each foreign environment, though the margin of improvement was least in the most different environment. Most populations also evolved increased sensitivity to novobiocin. CONCLUSIONS: Reduced functionality on numerous carbon sources suggested that the fundamental niche of twelve E. coli populations had narrowed after adapting to a specific laboratory environment. However, in spite of these results, the same populations were competitively superior in four novel environments. These findings suggest that adaptation to certain dimensions of the environment may compensate for other functional losses and apparently enhance the realized niche.

Adaptation, Physiological↗
PubMed2002

GFP-visualized immobilized enzymes: degradation of paraoxon via organophosphorus hydrolase in a packed column.

A versatile gene-fusion technique for immobilizing and visualizing biologically active enzymes which includes from the N to C-termini, an affinity histidine tag, the green fluorescent protein (GFP), a proteolytic enzyme (enterokinase, EK) cleavage site and the enzyme of interest, were developed. Specifically, the organophosphorus hydrolase was bound to the affinity (His(6))-reporter(GFP)-EK fusion elements. Organophosphorus hydrolase (OPH) is capable of degrading a variety of pesticides and nerve agents. In the case of immobilized OPH, paraoxon was rapidly degraded when pumped through a packed column. In reaction mixtures containing CHES buffer at pH 6.9, a continual decay in OPH activity was observed and importantly, this was monitored by GFP fluorescence. This decay in activity was fully restored, along with fluorescence, upon washing with PBS buffer. Many subsequent experiments were performed at varied pH and in different background buffer solutions. In all cases when there was OPH activity there was also marked fluorescence from the GFP fusion partner. Likewise, when OPH activity was lost, so was GFP fluorescence and, importantly, both were regenerated when washed in the presence of the kosmotropic salt, phosphate. Recently, Waldo et al. (1999) showed that GFP fluorescence from whole cells indicated the extent of proper folding of normally aggregated proteins designed via directed evolution. The present work demonstrates an application wherein GFP fluorescence indicates stability and activity of its fusion partner.

Aryldialkylphosphatase↗
PubMed2003

A practical high-throughput screening system for enantioselectivity by using FTIR spectroscopy.

For the first time FTIR spectroscopy has been applied to the measurement of enantiomeric purity. The underlying concept is based on the use of pseudo-enantiomers that are (13)C-labeled at appropriate positions. Upon applying Lambert-Beer's law in the determination of the concentrations of both enantiomers, the ee values are accessible, accuracy to within +/-5 % of the true values being possible. The application of a commercially available high-throughput FTIR system results in a slightly decreased accuracy (+/-7% for the ee values), but this allows a throughput of up to 10000 samples per day. The method is of interest in the area of combinatorial symmetric catalysis and directed evolution of enantioselective enzymes.

Journal Article↗
PubMed1998

Delineation of an evolutionary salvage pathway by compensatory mutations of a defective lysozyme.

Model-free approaches (random mutagenesis, DNA shuffling) in combination with more "rational," three-dimensional information-guided randomization have been used for directed evolution of lysozyme activity in a defective T4 lysozyme mutant. A specialized lysozyme cloning vector phage, derived from phage lambda, depends upon T4 lysozyme function for its ability to form plaques. The substitution W138P in T4 lysozyme totally abolishes its plaque-forming ability. Compensating mutations in W138P T4 lysozyme after sequential random mutagenesis of the whole gene as well as after targeted randomization of residues in the vicinity of Trp138 were selected. In a second stage, these mutations were randomly recombined by the recombinatorial PCR method of DNA shuffling. Shuffled and selected W138P T4 lysozyme variants provide the hybrid lambda phage with sufficient lysozyme activity to produce normal-size plaques, even at elevated temperature (42 degrees C). The individual mutations with the highest compensatory information for W138P repair are the substitutions A146F and A146M, selected after targeted randomization of three residues in the neighborhood of Trp138 by combinatorial mutagenesis. The best evolved W138P T4 lysozymes, however, accumulated mutations originating from both randomly mutagenized as well as target-randomized variants.

Bacteriophage T4↗
PubMed2001

A simplified reconstitution of mRNA-directed peptide synthesis: activity of the epsilon enhancer and an unnatural amino acid.

The study of the early events in translation would be greatly facilitated by reconstitution with easily purified components. Here, Escherichia coli oligopeptide synthesis has been reconstituted using five purified recombinant His-tagged E. coli initiation and elongation factors. Highly purified ribosomes are required to yield products with strong dependencies on the translation factors. Based on HPLC separation of radiolabeled translation products from an mRNA encoding a tetrapeptide, approximately 80% of peptide products are full length, and the remaining 20% are the dipeptide and tripeptide products resulting from pausing or premature termination. Oligopeptide synthesis is enhanced when a commonly used epsilon (enhancer of protein synthesis initiation) sequence is included in the mRNA. The system incorporates a selectable, large, unnatural amino acid and may ultimately form the basis of a pure translation display technology for the directed evolution of peptidomimetic ligands and drug candidates. The recombinant clones can be exploited to prepare initiation factors and initiation complexes for structural studies, to study initiation and elongation in ribosomal peptide synthesis, and to screen for eubacterial-specific drugs.

Amino Acids↗
PubMed1995

Alignment/phylogeny of the papain superfamily of cysteine proteases.

An alignment/phylogeny of the papain superfamily of cysteine proteases was created using an initial structure-based alignment followed by successive iterations of sequence alignment and phylogenetic inference. The iterative approach resulted in significant improvements in the alignment/phylogeny. There were three groups of cysteine proteases that were distantly related and which could be aligned against each other only in the active site regions: the papain group, which included such stereotypical cysteine proteases as cathepsins B, C, H, L and S; and the bleomycin hydrolase and calpain groups. There was one bacterial sequence in each of the bleomycin hydrolase and calpain groups. The former probably arose by lateral gene transfer, the latter possibly by direct evolution from an ancestral protease predating the eukaryote/prokaryote divergence. The phylogeny of the papain group indicated that many families diverged almost simultaneously early during eukaryotic evolution. In mammals there are at least 12 distinct families of cysteine proteases, possibly many more, including at least two as yet uncharacterized enzymes.

Amino Acid Sequence↗
PubMed1999

Yeast polypeptide fusion surface display levels predict thermal stability and soluble secretion efficiency.

Efficiency of yeast cell surface display can serve as a proxy screening variable for enhanced thermal stability and soluble secretion efficiency of mutant proteins. Several single-chain T cell receptor (scTCR) single-site mutants that enable yeast surface display, along with their double and triple mutant combinations, were analyzed for soluble secretion from the yeast Saccharomyces cerevisiae. While secretion of the wild-type scTCR was not detected, each of the single, double, and triple mutants were produced in yeast supernatants, with increased expression resulting from the double and triple mutants. Soluble secretion levels were strongly correlated with the quantity of active scTCR displayed as a fusion to Aga2p on the surface of yeast. Thermal stability of the scTCR mutants correlated directly with the secreted and surface levels of scTCR, with evidence suggesting that intracellular proteolysis by the endoplasmic reticulum quality control apparatus dictates display efficiency. Thus, yeast display is a directed evolution scaffold that can be used for the identification of mutant eucaryotic proteins with significantly enhanced stability and secretion properties.

Culture Media, Conditioned↗
PubMed2001

Selection, characterization and x-ray structure of anti-ampicillin single-chain Fv fragments from phage-displayed murine antibody libraries.

Single-chain Fv (scFv) antibody libraries were constructed from mice immunized with an ampicillin-bovine serum albumin conjugate. Several antibodies with specificity for intact ampicillin were selected by phage display and characterized. The antibody scFv fragment aL2 binds to intact ampicillin and shows no detectable cross-reactivity with hydrolyzed ampicillin. We determined the X-ray structures of two crystal forms of w.t. aL2, which differ mainly in the side-chain conformation of Trp H109 (according to a new consensus nomenclature Kabat residue number H95) in the extremely short (three residues) CDR H3 and the presence or absence of a well-resolved molecule of 2-methyl-pentane-2,4-diol in the bottom of the binding pocket. Attempts to co-crystallize aL2 with its antigen or to diffuse ampicillin into the wild-type aL2 crystals were unsuccessful, since crystal contacts obstruct the binding pocket. However, a mutant with two point mutations near the N terminus (Gln H6 replaced by Glu and Ala H10 (Kabat H9) replaced by Gly) crystallized in a form compatible with antigen-binding. Although the mutations affect the conformation of framework I, the conformations of the binding pocket of the uncomplexed wild-type aL2 and of the mutant complex were almost identical. The structure explains the specificity of the antibody for intact ampicillin and the degree of cross-reactivity of aL2 with a wide variety of ampicillin analogs. This antibody system will be very useful as a diagnostic reagent for antibiotics use and abuse, as a model for the effect of expression of antibiotic binding molecules in Escherichia coli, and for directed evolution towards high antibiotic resistance.

Amino Acid Sequence↗
PubMed2000

Flow cytometric analysis of microorganisms.

The application of flow cytometry to microorganisms is as old as the technique itself, but it has historically been underexploited for microbial applications. This is now being reversed and microbiologists are ideally placed to benefit from recent technological advances. While earlier papers demonstrated the use of flow cytometry for studies of viability and taxonomy, recent developments in bioinformatics and reporter gene technologies are leading to novel applications in microbiology. Variants of green fluorescent protein have been used for the study of conditional microbial gene regulation in medically important host-pathogen interactions and fluorescence-activated cell sorting is being applied to the isolation of novel mutants in directed evolution studies. This paper reviews the reasons for the delay in the application of flow cytometry to microbial problems, the range of applications, and their limitations and considers the progress made in developing new strategies for use in microbiological investigations.

Bacteria↗