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Balancer-Cre transgenic mouse germ cells direct the incomplete resolution of a tri-loxP-targeted Cyp1a1 allele, producing a conditional knockout allele.

To generate conditional alleles, genes are commonly engineered to contain recognition sites for bacteriophage recombinases, such as Cre recombinase. When such motifs (lox sites) flank essential gene sequences, and provided that Cre recombinase is expressed, Cre recombinase will excise the flanked sequence-creating a conditional knockout allele. Targeted conditional alleles contain a minimum of three lox sites. It would be desirable to have Cre recombinase perform partial resolution (i.e., recombination some of the time between only the two lox sites flanking the marker gene). Here we report use of the commercially available Balancer2-Cre transgenic mouse line to carry out this function from a tri-loxP-site-containing cytochrome p450 1A1 (Cyp1a1) targeted allele. Such incomplete resolution of this complex locus occurred progressively with age in germ cells of male mice; the conditional Cyp1a1 gene was recovered in offspring from mice containing the targeted Cyp1a1 allele and the Cre recombinase transgene. Removal of the marker gene resulted in a conditional Cyp1a1 allele whose expression was indistinguishable from that of the wild-type allele.

Alleles↗

The hybrid enzymes from alpha-aspartyl dipeptidase and L-aspartase.

With combinative functionalities as well as the improved activity and stability, the novel hybrid enzymes (HEs) from the heterogeneous enzymes of alpha-aspartyl dipeptidase (PepE, monomer) and l-aspartase (l-AspA, tetramer) were constructed successfully by gene random deletion strategy. The wild-type hybrid enzyme (WHE) and the evolved hybrid enzyme (EHE) were selected, respectively, upon the phenotype and the enzyme activity. The relative activity of the WHE tested was about 110% of the wild-type PepE and 26% of the wild-type l-AspA, whilst the activity of EHE was about 340% of the PepE and 87% of the l-AspA. In comparison to its individual wild-type enzymes, the EHE exhibited an improved thermostability, when examined at the enzyme concentration of 10(-7)mol/L, but the WHE showed a reduced thermostability. The activity of the EHE was about 3-fold compared to that of the WHE. The current results give a good example that the hybridization of enzymes could be attained between the monomer and multimer enzymes. In addition, they also indicate that construction hybrid enzyme from evolved enzymes is feasible.

Aspartate Ammonia-Lyase↗

Nascent chain, mRNA, and ribosome complexes generated by a pure translation system.

Ribosome display is based on the concept that ternary complexes consisting of a nascent chain, ribosome, and mRNA can be generated, thereby establishing the linkage between genotype and phenotype that is essential for evolutionary experiments. With cell extract-based in vitro translation systems, it has been shown that ternary complexes can be generated by omitting the termination codon from the constructs, which can be stabilized at low temperature in the presence of high Mg2+ concentrations. Using an Escherichia coli-based reconstituted in vitro translation system (PURE system), in which all components necessary for the translation reaction were highly purified and reconstituted, ternary complexes could be generated equally well with a variety of sequences at the 3' end of the RNA, even those with a termination codon. Moreover, the generated complexes were stable at temperatures between 4 and 50 degrees C, and are thus highly stable in contrast to previous assumptions.

Cell-Free System↗

Improving the efficiency of evolutionary de novo peptide design: strategies for probing configuration and parameter settings.

Evolutionary molecular design based on genetic algorithms (GAs) has been demonstrated to be a flexible and efficient optimization approach with potential for locating global optima. Its efficacy and efficiency are largely dependent on the operations and control parameters of the GAs. Accordingly, we have explored new operations and probed good parameter setting through simulations. The findings have been evaluated in a helical peptide design according to "Parameter setting by analogy" strategy; highly helical peptides have been successfully obtained with a population of only 16 peptides and 5 iterative cycles. The results indicate that new operations such as multi-step crossover-mutation are able to improve the explorative efficiency and to reduce the sensitivity to crossover and mutation rates (CR-MR). The efficiency of the peptide design has been furthermore improved by setting the GAs at the good CR-MR setting determined through simulation. These results suggest that probing the operations and parameter settings through simulation in combination with "Parameter setting by analogy" strategy provides an effective framework for improving the efficiency of the approach. Consequently, we conclude that this framework will be useful for contributing to practical peptide design, and gaining a better understanding of evolutionary molecular design.

Algorithms↗

In vivo incorporation of an alkyne into proteins in Escherichia coli.

Using a genetic selection we identified mutants of the M. janaschii tyrosyl-tRNA synthetase that selectively charge an amber suppressor tRNA with para-propargyloxyphenylalanine in Escherichia coli. These evolved tRNA-synthetase pairs were used to site-specifically incorporate an alkynyl group into a protein, which was subsequently conjugated with fluorescent dyes by a [3+2]-cycloaddition reaction under mild reaction conditions.

Alkynes↗

Evolutionary optimization of a nonbiological ATP binding protein for improved folding stability.

Structural comparison of in vitro evolved proteins with biological proteins will help determine the extent to which biological proteins sample the structural diversity available in protein sequence space. We have previously isolated a family of nonbiological ATP binding proteins from an unconstrained random sequence library. One of these proteins was further optimized for high-affinity binding to ATP, but biophysical characterization proved impossible due to poor solubility. To determine if such nonbiological proteins can be optimized for improved folding stability, we performed multiple rounds of mRNA-display selection under increasingly denaturing conditions. Starting from a pool of protein variants, we evolved a population of proteins capable of binding ATP in 3 M guanidine hydrochloride. One protein was chosen for further characterization. Circular dichroism, tryptophan fluorescence, and (1)H-(15)N correlation NMR studies show that this protein has a unique folded structure.

Adenosine Triphosphate↗

Engineering a ligand-dependent RNA transcriptional activator.

RNA has recently been shown to play diverse roles in gene regulation, including the small molecule-dependent inhibition of translation in prokaryotes. To create an artificial genetic switch that acts at the level of transcription, we fused a small molecule binding aptamer to a previously evolved RNA that activates transcription when localized to a promoter. We designed a conformational shift in which a helical element required for transcriptional activation was stabilized upon ligand binding. Selection and screening in S. cerevisiae optimized the linker region, generating an RNA that is 10-fold more active in the presence of tetramethylrosamine (TMR). TMR increases the activity of this evolved RNA in a graded, dose-dependent manner. Our results exemplify a strategy for controlling the activity of laboratory-evolved RNAs in living cells.

Base Sequence↗

Dealing with complexity: evolutionary engineering and genome shuffling.

Comparative analysis of the growing number of microbial genome sequences has shown a high plasticity of genomes and several mechanisms for the adaptation of microbial cells to changing environmental conditions have been discovered. By contrast, the underlying metabolic networks of microorganisms are under strict control and relatively rigid, which poses a significant challenge for rational metabolic engineering approaches. Recursive shuffling of whole genomes has recently been demonstrated as an effective new evolutionary whole-cell engineering approach for the rapid improvement of industrially important microbial phenotypes.

Bacterial Proteins↗

Mining genomes and 'metagenomes' for novel catalysts.

Advances in the field of genomics and 'metagenomics' have dramatically revised our view of microbial biodiversity and its potential for biotechnological applications. Considering the estimation that >99% of microorganisms in most environments are not amenable to culturing, very little is known about their genomes, genes and encoded enzymatic activities. The isolation, archiving and analysis of environmental DNA (or so-called 'metagenomes') has enabled us to mine microbial diversity, allowing us to access their genomes, identify protein coding sequences and even to reconstruct biochemical pathways, providing insights into the properties and functions of these organisms. The generation and analysis of (meta)genomic libraries is thus a powerful approach to harvest and archive environmental genetic resources. It will enable us to identify which organisms are present, what they do, and how their genetic information can be beneficial to mankind.

Biotechnology↗

Nucleic acid enzymes.

Since the discovery of the first natural ribozyme more than 20 years ago, it has become clear that nucleic acids are not only the static depository of genetic information, but also possess intriguing catalytic activity. The number of reactions catalyzed by engineered nucleic acid enzymes is growing continuously. The versatility of these catalysts supports the idea of an ancestral world based on RNA predating the emergence of proteins, and also drives many studies towards practical applications for nucleic acid enzymes.

Catalysis↗

Minimal metabolic engineering of Saccharomyces cerevisiae for efficient anaerobic xylose fermentation: a proof of principle.

When xylose metabolism in yeasts proceeds exclusively via NADPH-specific xylose reductase and NAD-specific xylitol dehydrogenase, anaerobic conversion of the pentose to ethanol is intrinsically impossible. When xylose reductase has a dual specificity for both NADPH and NADH, anaerobic alcoholic fermentation is feasible but requires the formation of large amounts of polyols (e.g., xylitol) to maintain a closed redox balance. As a result, the ethanol yield on xylose will be sub-optimal. This paper demonstrates that anaerobic conversion of xylose to ethanol, without substantial by-product formation, is possible in Saccharomyces cerevisiae when a heterologous xylose isomerase (EC 5.3.1.5) is functionally expressed. Transformants expressing the XylA gene from the anaerobic fungus Piromyces sp. E2 (ATCC 76762) grew in synthetic medium in shake-flask cultures on xylose with a specific growth rate of 0.005 h(-1). After prolonged cultivation on xylose, a mutant strain was obtained that grew aerobically and anaerobically on xylose, at specific growth rates of 0.18 and 0.03 h(-1), respectively. The anaerobic ethanol yield was 0.42 g ethanol x g xylose(-1) and also by-product formation was comparable to that of glucose-grown anaerobic cultures. These results illustrate that only minimal genetic engineering is required to recruit a functional xylose metabolic pathway in Saccharomyces cerevisiae. Activities and/or regulatory properties of native S. cerevisiae gene products can subsequently be optimised via evolutionary engineering. These results provide a gateway towards commercially viable ethanol production from xylose with S. cerevisiae.

Aldose-Ketose Isomerases↗

Evolutionary engineering of multiple-stress resistant Saccharomyces cerevisiae.

Various selection procedures in chemostats and batch cultures were systematically tested for their efficiency to select for a multiple-stress resistance phenotype in Saccharomyces cerevisiae. To determine the relative stress resistance phenotypes, mutant populations harvested at different time points and randomly chosen clones from selected populations were grown in batch cultures and exposed to oxidative, freezing-thawing, high-temperature and ethanol stress. For this purpose, we developed a high-throughput procedure in 96-well plates combined with a most-probable-number assay. Among all chemostat and batch selection strategies tested, the best selection strategy to obtain highly improved multiple-stress-resistant yeast was found to be batch selection for freezing-thawing stress. The final mutant populations selected for this particular stress were not only significantly improved in freezing-thawing stress resistance, but also in other stress resistances. The best isolated clone from these populations exhibited 102-, 89-, 62-, and 1429-fold increased resistance to freezing-thawing, temperature, ethanol, and oxidative stress, respectively. General selection guidelines for improving multiple-stress resistance in S. cerevisiae are presented and discussed.

Culture Media↗

Optimisation of halogenase enzyme activity by application of a genetic algorithm.

A genetic algorithm (GA) was applied for the optimisation of an enzyme assay composition respectively the enzyme activity of a recombinantly produced FADH(2)-dependent halogenating enzyme. The examined enzyme belongs to the class of halogenases and is capable to halogenate tryptophan regioselective in position 5. Therefore, the expressed trp-5-halogenase can be an interesting tool in the manufacturing of serotonin precursors. The application of stochastic search strategies (e.g. GAs) is well suited for fast determination of the global optimum in multidimensional search spaces, where statistical approaches or even the popular classical one-factor-at-a-time method often failures by misleading to local optima. The concentrations of six different medium components were optimised and the maximum yield of the halogenated tryptophan could be increased from 3.5 up to 65%.

Algorithms↗

Selection of aptamers with high affinity and high specificity against C595, an anti-MUC1 IgG3 monoclonal antibody, for antibody targeting.

Targeting of antibodies has found a number of applications in assays, anti-idiotypic therapies and vaccine design with a number of anti-idiotypic Abs generated and used in clinical applications, and some currently in clinical trials. Meanwhile, aptamers are a novel and particularly interesting targeting modality, with a unique ability to bind to a variety of targets. Aptamers offer unique benefits compared to other targeting agents, due to their high affinity and selectivity, relatively small size and in vitro synthesis, making them attractive alternatives to Abs and peptides. Aptamers have already been selected against a number of Abs for various applications. We now present a novel methodology for the selection of aptamers against Abs, which minimises the number of steps used and results in molecules that bind to the target Ab with high affinity and specificity. We have used the well-characterised anti-MUC1 monoclonal Ab C595 as an exemplar for raising aptamers against Abs. The methodology is based on the adsorption of the Ab to the surface of a PCR tube and the performance of SELEX selections in the PCR tube, based on elution steps resulting from the denaturation of the Ab on the first PCR amplification cycle. After 10 rounds of selection and amplification, selected aptamers have been characterised using a number of techniques, including fluorescence quenching, ELISA and competition ELISA procedures and a FRET type assay. Aptamers were found to bind their target Ab with a higher affinity than its natural antigenic peptide, as observed in fluorescent quenching and FRET experiments. Furthermore, they were able to displace the antigens from the antibody binding pocket in competition assays. This methodology offers the possibility of rapidly selecting aptamers for antibody targeting that could be used as diagnostic, imaging or therapeutic agents, or as recognition units in immunoassays, and can be potentially useful in raising aptamers against other protein targets.

Antibodies, Anti-Idiotypic↗

Design of lambda Cro fold: solution structure of a monomeric variant of the de novo protein.

One of the classical DNA-binding proteins, bacteriophage lambda Cro, forms a homodimer with a unique fold of alpha-helices and beta-sheets. We have computationally designed an artificial sequence of 60 amino acid residues to stabilize the backbone tertiary structure of the lambda Cro dimer by simulated annealing using knowledge-based structure-sequence compatibility functions. The designed amino acid sequence has 25% identity with that of natural lambda Cro and preserves Phe58, which is important for formation of the stably folded structure of lambda Cro. The designed dimer protein and its monomeric variant, which was redesigned by the insertion of a beta-hairpin sequence at the C-terminal region to prevent dimerization, were synthesized and biochemically characterized to be well folded. The designed protein was monomeric under a wide range of protein concentrations and its solution structure was determined by NMR spectroscopy. The solved structure is similar to that of a monomeric variant of natural lambda Cro with a root-mean-square deviation of the polypeptide backbones at 2.1A and has a well-packed protein core. Thus, our knowledge-based functions provide approximate but essential relationships between amino acid sequences and protein structures, and are useful for finding novel sequences that are foldable into a given target structure.

Amino Acid Sequence↗

Gain of function in an ERV/ALR sulfhydryl oxidase by molecular engineering of the shuttle disulfide.

The ERV/ALR sulfhydryl oxidase domain is a versatile module adapted for catalysis of disulfide bond formation in various organelles and biological settings. Its four-helix bundle structure juxtaposes a Cys-X-X-Cys dithiol/disulfide motif with a bound flavin adenine dinucleotide (FAD) cofactor, enabling transfer of electrons from thiol substrates to non-thiol electron acceptors. ERV/ALR family members contain an additional di-cysteine motif outside the four-helix-bundle core. Although the location and context of this "shuttle" disulfide differs among family members, it is proposed to perform the same basic function of mediating electron transfer from substrate to the enzyme active site. We have determined by X-ray crystallography the structure of AtErv1, an ERV/ALR enzyme that contains a Cys-X4-Cys shuttle disulfide and oxidizes thioredoxin in vitro, and compared it to ScErv2, which has a Cys-X-Cys shuttle and does not oxidize thioredoxin at an appreciable rate. The AtErv1 shuttle disulfide is in a region of the structure that is disordered and thus apparently mobile and exposed. This feature may facilitate access of protein substrates to the shuttle disulfide. To test whether the shuttle disulfide region is modular and can confer on other enzymes oxidase activity toward new substrates, we generated chimeric enzyme variants combining shuttle disulfide and core elements from AtErv1 and ScErv2 and monitored oxidation of thioredoxin by the chimeras. We found that the AtErv1 shuttle disulfide region could indeed confer thioredoxin oxidase activity on the ScErv2 core. Remarkably, various chimeras containing the ScErv2 Cys-X-Cys shuttle disulfide were found to function efficiently as well. Since neither the ScErv2 core nor the Cys-X-Cys motif is therefore incapable of participating in oxidation of thioredoxin, we conclude that wild-type ScErv2 has evolved to repress activity on substrates of this type, perhaps in favor of a different, as yet unknown, substrate.

Arabidopsis↗

Improving protein solubility: the use of the Escherichia coli dihydrofolate reductase gene as a fusion reporter.

We have devised a strategy for screening mutant libraries for enzyme variants with enhanced solubility. The method is based on the observation that Escherichia coli can become insensitive to the antibiotic trimethoprim (TMP) if dihydrofolate reductase (DHFR) is expressed at an appropriate level. DHFR is a very soluble protein and can be expressed at levels that exceed normally lethal concentrations of TMP. In our approach, the gene encoding an insoluble target protein is placed in a vector so that the translated protein will be fused to DHFR. The resulting fusion protein will form inclusion bodies and inactivate DHFR-the cells will be susceptible to TMP. Mutations to the target protein that make it more soluble will also make the fusion protein more soluble so that DHFR will be at least partially active-the cells will be resistant to TMP. As the solubility of the target protein increases, the cells will become more resistant to TMP. The system was tested with a putative acetyltransferase (ACE) from a strain of the marine bacterium Vibrio fischerii. The gene encoding this protein was of interest since it is part of a mobile gene cassette within an integron array of the strain in question. After multiple rounds of shuffling and selection, ACE mutants were produced that had significantly improved solubility.

Acetyltransferases↗

The role of isocitrate lyase and the glyoxylate cycle in Escherichia coli growing under glucose limitation.

Escherichia coli changes its metabolism in response to environmental circumstances, and metabolic adaptations are evident in hungry bacteria growing slowly in glucose-limited chemostats. The role of isocitrate lyase (AceA) was examined in E. coli growing under glucose limitation. AceA activity was elevated in a strain-dependent manner in the commonly used E. coli K-12 laboratory strains MG1655 and MC4100, but an aceA disruption surprisingly increased fitness under glucose limitation in both strains. However, in bacteria adapted to limiting glucose in long-term chemostats, mutations outside aceA changed its role from a negative to a positive influence. These results suggest that a recently proposed pathway of central metabolism involving the glyoxylate cycle enzymes is redundant in wild-type bacteria, but may take on a beneficial role after context adaptation. Interestingly, the aceA gene sequence did not alter during prolonged selection, so mutations in unidentified genes changed the metabolic context of unaltered AceA from a negative to a positive influence in bacteria highly adapted to limiting glucose.

Bacterial Proteins↗