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Directed molecular evolution in plant improvement.

Directed molecular evolution is a powerful tool to evolve genes with commercial applications. Its most common application is to evolve enzymes with improved kinetics, altered substrate or product specificities, or improved function in different cellular environments. The technique is beginning to be applied to goals relevant to agriculture. Recent examples include the generation of novel carotenoids, enhanced herbicide detoxification, and the improvement of insect resistance genes.

Bacillus thuringiensis↗

Mutant library construction in directed molecular evolution: casting a wider net.

Directed molecular evolution imitates the natural selection process in the laboratory to find mutant proteins with improved properties in the expected aspects by exploring the encoding sequence space. The success of directed molecular evolution experiment depends on the quality of artificially prepared mutant libraries and the availability of convenient high-throughput screening methods. Well-prepared libraries promise the possibility of obtaining desired mutants by screening a library containing a relatively small number of mutants. This article summarizes and reviews the currently available methodologies widely used in directed evolution practices in the hope of providing a general reference for library construction. These methods include error-prone polymerase chain reaction (epPCR), oligonucleotide-based mutagenesis, and genetic recombination exemplified by DNA shuffling and its derivatives. Another designed method is also discussed, in which B-lymphocytes are fooled to mutate nonantibody foreign proteins through somatic hypermutation (SHM).

Animals↗

A novel biotinylated suicide inhibitor for directed molecular evolution of lipolytic enzymes.

A bifunctional activity label (8) for directed molecular evolution of lipolytic enzymes has been designed and synthesized. The structure is composed of a 4-nitrophenyl activated phosphonate, that is, a suicide substrate of lipases/esterases, connected to a biotin moiety through a spacer containing a disulfide bridge. The phosphonate (3) was prepared by Michaelis-Arbuzov reaction of trimethylsilyl-protected 11-bromoundecanol (2) with triethyl phosphite. The deprotected omega-hydroxyalkylphosphonate (4) was transformed into an active N-hydroxysuccinimide carbonate (5) followed by 4-nitrophenyl activation of the phosphonate using standard procedures. The biotinylated phosphonate inhibitor (8) was then synthesised by coupling the phosphonate inhibitor (6) to the epsilon-amino-caproic acid and cystamine containing biotinyl spacer (7). The function of all relevant groups of the final activity label (8) (biotin-label, cleavable disulfide bridge, phosphonate-inhibitor) have been successfully tested with the commercial lipase Lipolase (Novo Nordisk). Hence, a tool for directed molecular evolution of lipolytic enzymes has been developed.

Affinity Labels↗

Directed molecular evolution of cytochrome c peroxidase.

Cytochrome c peroxidase (CCP) from Saccharomyces cerevisiae was subjected to directed molecular evolution to generate mutants with increased activity against the classical peroxidase substrate guaiacol, thus changing the substrate specificity of CCP from the protein cytochrome c to a small organic molecule. After three rounds of DNA shuffling and screening, mutants were isolated which possessed a 300-fold increased activity against guaiacol and an up to 1000-fold increased specificity for this substrate relative to that for the natural substrate. In all of the selected mutants, the distal arginine (Arg48), which is fully conserved in the superfamily of peroxidases, was mutated to histidine, showing that this mutation plays a key role in the significant increase in activity against phenolic substrates. The results suggest that, in addition to stabilizing the reactive intermediate compound I, the distal arginine plays an important role as a gatekeeper in the active site of CCP, controlling the access to the ferryl oxygen and the distal histidine. Other isolated mutations increase the general reactivity of the peroxidase or increase the intracellular concentration of the active holo form, allowing their selection under the employed screening conditions. The results illustrate the ability of directed molecular evolution technologies to deliver solutions to biochemical problems that would not be readily predicted by rational design.

Alanine↗

Directed molecular evolution: bridging the gap between genomics leads and commercial products.

Agricultural crops, engineered to express transgenic traits, have been rapidly adopted by farmers since the initial commercialization of this technology in 1996. However, despite nearly 20 years of research in agricultural biotechnology, only two product categories have achieved commercial success: plants containing transgenes conferring tolerance to herbicides and plants containing insecticidal protein genes derived from Bacillus thuringensis. A number of transgenic concepts, while exhibiting promising phenotypes in laboratory experiments, have failed to generate commercially viable crops. Many of the leads produced by modern integrative approaches to understanding plant biology will need further optimization to deliver economically viable crops. Directed molecular evolution represents a powerful technology to optimize newly discovered leads towards product objectives. In this review, we show by example how directed molecular evolution can be used to develop enabling technologies for plant biologists; how genes can be optimized to generate improved input traits such as those conferring insect tolerance, disease control and herbicide tolerance; and how plant quality can be altered to improve yield, produce novel industrial feedstocks and improve nutritional qualities.

Agriculture↗

Hypoallergens for allergen-specific immunotherapy by directed molecular evolution of mite group 2 allergens.

Allergen-specific immunotherapy is the only treatment that provides long lasting relief of allergic symptoms. Currently, it is based on repeated administration of allergen extracts. To improve the safety and efficacy of allergen extract-based immunotherapy, application of hypoallergens, i.e. modified allergens with reduced IgE binding capacity but retained T-cell reactivity, has been proposed. It may, however, be difficult to predict how to modify an allergen to create a hypoallergen. Directed molecular evolution by DNA shuffling and screening provides a means by which to evolve proteins having novel or improved functional properties without knowledge of structure-function relationships of the target molecules. With the aim to generate hypoallergens we applied multigene DNA shuffling on three group 2 dust mite allergen genes, two isoforms of Lep d 2 and Gly d 2. DNA shuffling yielded a library of genes from which encoded shuffled allergens were expressed and screened. A positive selection was made for full-length, high-expressing clones, and screening for low binding to IgE from mite allergic patients was performed using an IgE bead-based binding assay. Nine selected shuffled allergens revealed 80-fold reduced to completely abolished IgE binding compared with the parental allergens in IgE binding competition experiments. Two hypoallergen candidates stimulated allergen-specific T-cell proliferation and cytokine production at comparable levels as the wild-type allergens in patient peripheral blood mononuclear cell cultures. The two candidates also induced blocking Lep d 2-specific IgG antibodies in immunized mice. We conclude that directed molecular evolution is a powerful approach to generate hypoallergens for potential use in allergen-specific immunotherapy.

Allergens↗

Diverse plasmid DNA vectors by directed molecular evolution of cytomegalovirus promoters.

Genetic vaccinations, gene therapy, and manufacturing of therapeutic proteins would benefit from promoter sequences that provide improved or prolonged expression levels. The cytomegalovirus (CMV) promoter is one of the most potent promoters known to date, and no previous examples of improved activity of this promoter by sequence mutagenesis have been reported. This study describes directed molecular evolution of CMV promoters derived from two human and two nonhuman primate strains of CMV by DNA shuffling and screening. Libraries of chimeric promoters were screened and analyzed for expression levels and immune responses, using plasmid DNA vectors encoding luciferase and beta-galactosidase. The results indicate that high functional diversity among CMV promoters can be generated, and the chimeric promoters selected after two rounds of DNA shuffling and particularly designed screening assays provided approximately 2-fold increased luciferase reporter gene expression and anti-beta-galactoside antibody response in vivo when compared with wild-type promoters. Sequence analysis of the shuffled promoters identified several mutations potentially contributing to the observed enhanced or reduced promoter activities and identified a 42-nucleotide region that appears obsolete for the functioning of the CMV promoter. Taken together, these data demonstrate the feasibility of generating diverse promoter sequences by DNA shuffling and screening methods, and provide novel structure- function information about CMV promoters. DNA shuffling and screening technologies provide a new approach to promoter optimization and development of optimal expression vectors for genetic vaccinations, gene therapy, and protein expression.

Animals↗

Detection of biological threats. A challenge for directed molecular evolution.

The probe technique originated from early attempts of Anton van Leeuwenhoek to contrast microorganisms under the microscope using plant juices, successful staining of tubercle bacilli with synthetic dyes by Paul Ehrlich and discovery of a stain for differentiation of gram-positive and gram-negative bacteria by Hans Christian Gram. The technique relies on the principle that pathogens have unique structural features, which can be recognized by specifically labeled organic molecules. A hundred years of extensive screening efforts led to discovery of a limited assortment of organic probes that are used for identification and differentiation of bacteria. A new challenge--continuous monitoring of biological threats--requires long lasting molecular probes capable of tight specific binding of pathogens in unfavorable conditions. To respond to the challenge, probe technology is being revolutionized by utilizing methods of combinatorial chemistry, phage display and directed molecular evolution. This review describes how molecular evolution methods are applied for development of peptide, antibody and phage probes, and summarizes the author's own data on development of landscape phage probes against Salmonella typhimurium. The performance of the probes in detection of Salmonella is illustrated by a precipitation test, enzyme-linked immunosorbent assay (ELISA), fluorescence-activated cell sorting (FACS) and fluorescent, optical and electron microscopy.

Antibodies↗

Directed molecular evolution by machine learning and the influence of nonlinear interactions.

Alternative search strategies for the directed evolution of proteins are presented and compared with each other. In particular, two different machine learning strategies based on partial least-squares regression are developed: the first contains only linear terms that represent a given residue's independent contribution to fitness, the second contains additional nonlinear terms to account for potential epistatic coupling between residues. The nonlinear modeling strategy is further divided into two types, one that contains all possible nonlinear terms and another that makes use of a genetic algorithm to select a subset of important interaction terms. The performance of each modeling type as a function of training set size is analysed. Simulated molecular evolution on a synthetic protein landscape shows the use of machine learning techniques to guide library design can be a powerful addition to library generation methods such as DNA shuffling.

Algorithms↗

Directed molecular evolution.

We propose the existence of a relationship of stereochemical complementarity between gene sequences that code for interacting components: nucleic acid-nucleic acid, protein-protein and protein-nucleic acid. Such a relationship would impose evolutionary constraints on the DNA sequences themselves, thus retaining these sequences and governing the direction of the evolutionary process. Therefore, we propose that prebiotic, template-directed autocatalytic synthesis of mutally cognate peptides and polynucleotides resulted in their amplification and evolutionary conservation in contemporary prokaryotic and eukaryotic organisms as a genetic regulatory apparatus. If this proposal is correct, then the relationships between the sequences in DNA coding for these interactions constitute a life code of which the genetic code is only one aspect of the many related interactions encoded in DNA.

Base Sequence↗

[Bacterial resistance to antibiotics, an exemplary model of directed molecular evolution].

The simplest conceivable event that can occur at the gene level can result in the development of efficacious resistance tot antibiotics. The bacterial world behaves as an enormous organism whose cells can exchange their genes very easily. Accordingly, opportunities for the exchange of genetic material in nature are probably unlimited. This knowledge cannot be ignored. It leads to the important conclusion that the antibiotics are societal drugs. A resistance gene which has appeared somewhere in the world can travel far and fast.

Anti-Bacterial Agents↗

Directed molecular evolution of ADP-glucose pyrophosphorylase.

ADP-glucose pyrophosphorylase catalyzes a rate-limiting reaction in prokaryotic glycogen and plant starch biosynthesis. Despite sharing similar molecular size and catalytic and allosteric regulatory properties, the prokaryotic and higher plant enzymes differ in higher-order protein structure. The bacterial enzyme is encoded by a single gene whose product of ca. 50,000 Da assembles into a homotetrameric structure. Although the higher plant enzyme has a similar molecular size, it is made up of a pair of large subunits and a pair of small subunits, encoded by different genes. To identify the basis for the evolution of AGPase function and quaternary structure, a potato small subunit homotetrameric mutant, TG-15, was subjected to iterations of DNA shuffling and screened for enzyme variants with up-regulated catalytic and/or regulatory properties. A glycogen selection/screening regimen of buoyant density gradient centrifugation and iodine vapor colony staining on glucose-containing media was used to increase the stringency of selection. This approach led to the isolation of a population of AGPase small subunit homotetramer enzymes with enhanced affinity toward ATP and increased sensitivity to activator and/or greater resistance to inhibition than TG-15. Several enzymes displayed a shift in effector preference from 3-phosphoglycerate to fructose-6 phosphate or fructose-1,6-bis-phosphate, effectors used by specific bacterial AGPases. Our results suggest that evolution of AGPase, with regard to quaternary structure, allosteric effector selectivity, and effector sensitivity, can occur through the introduction of a few point mutations alone with low-level recombination hastening the process.

Directed Molecular Evolution↗

Directed molecular evolution by somatic hypermutation.

After rearrangement of immunoglobulin gene segments, the immune system evolves the antibody repertoire by mutating the immunoglobulin variable region at a high rate. While this somatic hypermutation was thought to occur only at the variable region, recent studies suggest that hypermutation can occur at locations throughout the genome. Building upon this notion, we sought to exploit this mechanism as a mutagenesis tool. We created a substrate based on GFP that could be screened using flow cytometry and showed that retroviral infection can deliver the transgene to genomic locations that support hypermutation. Infected cells generated various GFP mutants with increased fluorescence intensity and analysis revealed mutations not only at the chromophore, but also an unexpected mutation at a distant residue. Our results demonstrate in principle that immunoglobulin somatic hypermutation can be a potent means of mutagenesis. With appropriate selection conditions it may be utilized to evolve gene products with desired properties.

Amino Acid Sequence↗

Optimized expression and specific activity of IL-12 by directed molecular evolution.

DNA delivery of IL-12 has shown promise in reducing the toxic side effects associated with administration of recombinant human (h)IL-12 protein while maintaining the ability to inhibit tumor growth and abolish tumor metastases in animal models. We have developed a more potent version of IL-12 by using DNA shuffling and screening to improve its expression in human cells and specific activity on human T cells. The most improved evolved IL-12 (EvIL-12) derived from seven mammalian genes encoding both the p35 and p40 subunits of IL-12 showed a 128-fold improvement in human T cell proliferation compared with native hIL-12 during the initial screening of supernatants from transected cells. When purified hIL-12 and EvIL-12 proteins were compared in vitro in human T cell proliferation and Th1 differentiation assays, it was demonstrated that EvIL-12 exhibited a concomitant 10-fold increase in the specific activity of the protein compared with hIL-12. Furthermore, DNA shuffling improved the level of expression and homogeneity of the heterodimer synthesized by 293 human embryonic kidney cells transfected with EvIL-12 by at least 10-fold. Molecular analysis of the variant revealed strategic placement of amino acid substitutions that potentially may facilitate heterodimer formation and product expression. The enhanced expression and biological activity of EvIL-12 may improve the effectiveness of IL-12 gene-based vaccines and therapeutics without the toxic side effects sometimes associated with hIL-12 protein administration.

Amino Acid Sequence↗