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Substrate turnover and inhibitor binding as selection parameters in directed evolution of blood coagulation factor Xa.

A library of blood coagulation factor Xa (FXa)-trypsin hybrid proteases was generated and displayed on phage for selection of derivatives with the domain "architecture" of trypsin and the specificity of FXa. Selection based on binding to soybean trypsin inhibitor only provided enzymatically inactive derivatives, due to a specific mutation of serine 195 of the catalytic triad to a glycine, revealing a significant selection pressure for proteolytic inactive derivatives. By including a FXa peptide substrate in the selection mixture, the majority of the clones had retained serine at position 195 and were enzymatically active after selection. Further, with the inclusion of bovine pancreatic trypsin inhibitor, in addition to the peptide substrate, the selected clones also retained FXa specificity after selection. This demonstrates that affinity selection combined with appropriate deselection provides a simple strategy for selection of enzyme derivatives that catalyse a specific reaction.

Amino Acid Sequence↗

Laboratory evolution of cytochrome p450 BM-3 monooxygenase for organic cosolvents.

Cytochrome p450 BM-3 (EC 1.14.14.1) catalyzes the hydroxylation and/or epoxidation of a broad range of substrates, including alkanes, alkenes, alcohols, fatty acids, amides, polyaromatic hydrocarbons, and heterocycles. For many of these notoriously water-insoluble compounds, p450 BM-3's K(m) values are in the millimolar range. Polar organic cosolvents are therefore added to increase substrate solubility and achieve high catalytic efficiency. Using p450 BM-3 as a catalyst for these important transformations requires that we improve its ability to tolerate the cosolvents. By directed evolution, we improved the activity of p450 BM-3 in the presence of dimethylsulfoxide (DMSO) and tetrahydrofuran (THF), achieving increases in specific activity up to 10-fold in 2% (v/v) THF and 6-fold in 25% (v/v) DMSO. The engineered p450 BM-3's are also significantly more resistant to acetone, acetonitrile, dimethylformamide, and ethanol as cosolvents in the reaction.

Bacillus megaterium↗

Correlation between catalytic efficiency and the transcription read-out in chemical complementation: a general assay for enzyme catalysis.

High-throughput assays for enzyme catalysis that can be applied to a broad range of chemical reactions are key to advances in directed evolution and proteomics. Recently, we reported such a general assay, chemical complementation, which links enzyme catalysis to reporter gene transcription in vivo using the yeast three-hybrid assay. In this proof-of-principle experiment, it was shown that a wild-type beta-lactamase enzyme could be isolated from a pool of inactive mutants using a lacZ screen. Ideally, however, such an assay should be able to distinguish enzymes based on their catalytic activity. Thus, here, we set out to determine if the catalytic efficiency of an enzyme variant does in fact correlate with its level of transcription activation in the chemical complementation assay. First, the reaction mechanism for the cleavage of the beta-lactam substrate used in the chemical complementation proof-of-principle experiment was determined. Then a series of beta-lactamase variants was designed to span several orders of magnitude in k(cat)/K(m). The activity of each variant was determined both in vitro using purified enzyme and in vivo in the chemical complementation transcription assay. Beta-lactamase variants spanning three-orders of magnitude in k(cat)/K(m) could be distinguished in the assay, and the catalytic efficiency of each variant correlated with its level of transcription activation in vivo. These results establish the suitability of chemical complementation for the directed evolution of enzymes with improvements in catalytic activity and for profiling the relative substrate specificities of a group of enzymes in proteomics applications.

Catalysis↗

Modified substrate specificity of pyrroloquinoline quinone glucose dehydrogenase by biased mutation assembling with optimized amino acid substitution.

A biased mutation-assembling method-that is, a directed evolution strategy to facilitate an optimal accumulation of multiple mutations on the basis of additivity principles, was applied to the directed evolution of water-soluble PQQ glucose dehydrogenase (PQQGDH-B) to reduce its maltose oxidation activity, which can lead to errors in blood glucose determination. Mutations appropriate for the reduction without fatal deterioration of its glucose oxidation activity were developed by an error-prone PCR method coupled with a saturation mutagenesis method. Moreover, two types of incorporation frequency based on their contribution were assigned to the mutations: high (80%) and evens (50%), in constructing a multiple mutant library. The best mutant created showed a marked reduction in maltose oxidation activity, corresponding to 4% of that of the wild-type enzyme, with 35% retention of glucose oxidation activity. In addition, this mutant showed a reduction in galactose oxidation activity corresponding to 5% of that of the wild-type enzyme. In conclusion, we succeeded in developing the PQQGDH-B mutants with improved substrate specificity and validated our method coupled with optimized mutations and their contribution-based incorporation frequencies by applying it to the development.

Acinetobacter calcoaceticus↗

Optimization of bacteriorhodopsin for bioelectronic devices.

Bacteriorhodopsin (BR) is the photoactive proton pump found in the purple membrane of the salt marsh archaeon Halobacterium salinarum. Evolution has optimized this protein for high photochemical efficiency, thermal stability and cyclicity, as the organism must be able to function in a hot, stagnant and resource-limited environment. Photonic materials generated via organic chemistry have yet to surpass the native protein in terms of quantum efficiency or cyclicity. However, the native protein still lacks the overall efficiency necessary for commercial viability and virtually all successful photonic devices using bacteriorhodopsin are based on chemical or genetic variants of the native protein. We show that genetic engineering can provide significant improvement in the device capabilities of proteins and, in the case of bacteriorhodopsin, a 700-fold improvement has been realized in volumetric data storage. We conclude that semi-random mutagenesis and directed evolution will play a prominent role in future efforts in bioelectronic optimization.

Bacteriorhodopsins↗

Directed evolution of a bacterial alpha-amylase: toward enhanced pH-performance and higher specific activity.

alpha-Amylases, in particular, microbial alpha-amylases, are widely used in industrial processes such as starch liquefaction and pulp processes, and more recently in detergency. Due to the need for alpha-amylases with high specific activity and activity at alkaline pH, which are critical parameters, for example, for the use in detergents, we have enhanced the alpha-amylase from Bacillus amyloliquefaciens (BAA). The genes coding for the wild-type BAA and the mutants BAA S201N and BAA N297D were subjected to error-prone PCR and gene shuffling. For the screening of mutants we developed a novel, reliable assay suitable for high throughput screening based on the Phadebas assay. One mutant (BAA 42) has an optimal activity at pH 7, corresponding to a shift of one pH unit compared to the wild type. BAA 42 is active over a broader pH range than the wild type, resulting in a 5-fold higher activity at pH 10. In addition, the activity in periplasmic extracts and the specific activity increased 4- and 1.5-fold, respectively. Another mutant (BAA 29) possesses a wild-type-like pH profile but possesses a 40-fold higher activity in periplasmic extracts and a 9-fold higher specific activity. The comparison of the amino acid sequences of these two mutants with other homologous microbial alpha-amylases revealed the mutation of the highly conserved residues W194R, S197P, and A230V. In addition, three further mutations were found K406R, N414S, and E356D, the latter being present in other bacterial alpha-amylases.

Amino Acid Sequence↗

Enzyme technology and bioprocess engineering.

The impact of directed evolution and site-specific mutagenesis on the industrial utility of enzymatic catalysis through the modification of enzyme structure and function is clearly an important area of research in bioprocess engineering. High-throughput screening for novel or improved enzyme activities, both by more efficiently exploring nature's diversity and by creating new diversity in the test tube, allows new bioprocesses to be developed. Similarly, innovations in enzyme technology that address novel ways to apply enzymes in bioprocesses also have an impact on bioprocess engineering. Several recent developments have been made in this latter aspect of bioprocess engineering.

Biotechnology↗

In vitro selection of fibronectin gain-of-function mutations.

Directed protein evolution, which employs a combination of random mutagenesis, phage display, and in vitro selection, was used to identify second-site suppressors of the fibronectin (Fn) cell binding domain mutation Asp1495Ala (RGA). The mutations in the Fn 9th (3fn9) and 10th (3fn10) type III repeats obtained after selection on purified integrins alphaIIbbeta3(D119Y) and alpha5beta1 are reported. The 3fn9-10(D1495A) phage with substitution mutations at Asp1418, which is located within the linker region between 3fn9 and 3fn10, enhanced binding to the integrins alphaIIbbeta3 and alpha5beta1, but not alphavbeta3. The substitution mutations identified at residue Asp1418 were introduced into the native recombinant 3fn9-10 sequence and found to augment binding to alphaIIbbeta3, demonstrating that the observed gain-of-function phenotype was independent of the multivalent character of the phage. These results support the following conclusions. First, regions of Fn in addition to the RGD loop are in close proximity to alphaIIbbeta3 and alpha5beta1 and are capable of participating in the binding to these integrins. Secondly, the conformational relationship between the 3fn9 and 3fn10 modules may be an important factor in the binding of Fn to these two integrins. Thirdly, other altered properties of Fn-integrin interactions, such as integrin specificity, may also be selected. This is the first description of Fn mutations that augment binding to integrins. The ability to select for particular phenotypes in vitro and the subsequent characterization of these mutations should further our understanding of the molecular details involved in the association of integrins and their ligands. Additionally, these higher-affinity 3fn9-10 ligands provide a starting point for further in vitro evolution and engineering of integrin-specific modules.

Base Sequence↗

Analysis of novel soluble chromate and uranyl reductases and generation of an improved enzyme by directed evolution.

Most polluted sites contain mixed waste. This is especially true of the U.S. Department of Energy (DOE) waste sites which hold a complex mixture of heavy metals, radionuclides, and organic solvents. In such environments enzymes that can remediate multiple pollutants are advantageous. We report here evolution of an enzyme, ChrR6 (formerly referred to as Y6), which shows a markedly enhanced capacity for remediating two of the most serious and prevalent DOE contaminants, chromate and uranyl. ChrR6 is a soluble enzyme and reduces chromate and uranyl intracellularly. Thus, the reduced product is at least partially sequestered and nucleated, minimizing the chances of reoxidation. Only one amino acid change, (Tyr)128(Asn), was responsible for the observed improvement. We show here that ChrR6 makes Pseudomonas putida and Escherichia coli more efficient agents for bioremediation if the cellular permeability barrier to the metals is decreased.

Directed Molecular Evolution↗

Directed evolution of biphenyl dioxygenase: emergence of enhanced degradation capacity for benzene, toluene, and alkylbenzenes.

Biphenyl dioxygenase (Bph Dox) catalyzes the initial oxygenation of biphenyl and related compounds. Bph Dox is a multicomponent enzyme in which a large subunit (encoded by the bphA1 gene) is significantly responsible for substrate specificity. By using the process of DNA shuffling of bphA1 of Pseudomonas pseudoalcaligenes KF707 and Burkholderia cepacia LB400, a number of evolved Bph Dox enzymes were created. Among them, an Escherichia coli clone expressing chimeric Bph Dox exhibited extremely enhanced benzene-, toluene-, and alkylbenzene-degrading abilities. In this evolved BphA1, four amino acids (H255Q, V258I, G268A, and F277Y) were changed from the KF707 enzyme to those of the LB400 enzyme. Subsequent site-directed mutagenesis allowed us to determine the amino acids responsible for the degradation of monocyclic aromatic hydrocarbons.

Amino Acid Sequence↗

Forced evolution of a herbicide detoxifying glutathione transferase.

Plant Tau class glutathione transferases (GSTUs) detoxify diphenylether herbicides such as fluorodifen, determining their selectivity in crops and weeds. Using reconstructive PCR, a series of mutant GSTUs were generated from in vitro recombination and mutagenesis of the maize sequences ZmGSTU1 and ZmGSTU2 (with the prefix Zm designating Zea mays L.). A screen of 5000 mutant GSTUs identified seven enzymes with enhanced fluorodifen detoxifying activity. The best performing enhanced fluorodifen detoxifying mutant (EFD) had activity 19-fold higher than the parent enzymes, with a single point mutation conferring this enhancement. Further mutagenesis of this residue generated an EFD with a 29-fold higher catalytic efficiency toward fluorodifen as compared with the parents but with unaltered catalysis toward other substrates. When expressed in Arabidopsis thaliana, the optimized EFD, but not the parent enzymes, conferred enhanced tolerance to fluorodifen. Molecular modeling predicts that the serendipitous mutation giving the improvement in detoxification is due to the removal of an unfavorable interaction together with the introduction of a favorable change in conformation of residues 107-119, which contribute to herbicide binding.

Arabidopsis↗

New understandings of thermostable and peizostable enzymes.

Recent large-scale studies illustrate the importance of electrostatic interactions near the surface of proteins as a major factor in enhancing thermal stability. Mutagenesis studies have also demonstrated the importance of optimized charge interactions on the surface of the protein, which can significantly augment enzyme thermal stability. Directed evolution studies show that increased stability may be obtained by different routes, which may not mimic those used by nature. Despite observations that some of the most thermotolerant organisms grow under conditions of high pressure, little effort has been made to understand the correlation between pressure and temperature stability. One recent study demonstrates that the active-site volume may be important in increasing pressure stability.

Crystallography, X-Ray↗

Solid-phase translation and RNA-protein fusion: a novel approach for folding quality control and direct immobilization of proteins using anchored mRNA.

A novel cell-free translation system is described in which template-mRNA molecules were captured onto solid surfaces to simultaneously synthesize and immobilize proteins in a more native-state form. This technology comprises a novel solid-phase approach to cell-free translation and RNA-protein fusion techniques. A newly constructed biotinylated linker-DNA which enables puromycin-assisted RNA-protein fusion is ligated to the 3' ends of the mRNA molecules to attach the mRNA-template on a streptavidin-coated surface and further to enable the subsequent reactions of translation and RNA-protein fusion on surface. The protein products are therefore directly immobilized onto solid surfaces and furthermore were discovered to adopt a more native state with proper protein folding and superior biological activity compared with conventional liquid-phase approaches. We further validate this approach via the production of immobilized green fluorescent protein (GFP) on microbeads and by the production and assay of aldehyde reductase (ALR) enzyme with 4-fold or more activity. The approach developed in this study may enable to embrace the concept of the transformation of 'RNA chip-to-protein chip' using a solid-phase cell-free translation system and thus to the development of high-throughput microarray platform in the field of functional genomics and in vitro evolution.

Aldehyde Reductase↗

Guide oligonucleotide-dependent DNA linkage that facilitates controllable polymerization of microgene blocks.

Faster and more efficient searches of a huge protein sequence space for the purpose of conducting experiments in protein evolution can be achieved through the development of a block shuffling-based evolution system. One of the key components of such a system is the accurate and efficient linkage of gene units. Here we introduce a new method that allows accurate and controllable linkage of microgene blocks. This method employs a thermostable DNA ligase that links two single-stranded microgene blocks when they hybridize a complementary guide oligonucleotide. At high temperature, the ligation of the microgene units is fully dependent on the guide oligonucleotide, which can exclude undesired polymer formation, including the incorporation of microgenes having illegitimate sizes and "head-to-head" and "tail-to-tail" ligation of blocks. We were also able to assemble three microgene units using two guide oligonucleotides. Using this method of controllable linkage should facilitate further development of a step-by-step system for the polymerization of gene blocks, leading to a versatile block shuffling-based protein evolution system.

DNA↗

Directed evolution of green fluorescent protein by a new versatile PCR strategy for site-directed and semi-random mutagenesis.

To develop a simple, speedy, economical and widely applicable method for multiple-site mutagenesis, we have substantially modified the Quik-Change Site-Directed Mutagenesis Kit protocol (Stratagene, La Jolla, CA). Our new protocol consists of (i) a PCR reaction using an in vitro technique, LDA (ligation-during-amplification), (ii) a DPN:I treatment to digest parental DNA and to make megaprimers and (iii) a synthesis of double-stranded plasmid DNA for bacterial transformation. While the Quik Change Kit protocol introduces mutations at a single site, requiring two complementary mutagenic oligonucleotides, our new protocol requires only one mutagenic oligonucleotide for a mutation site, and can introduce mutations in a plasmid at multiple sites simultaneously. A targeting efficiency >70% was consistently achieved for multiple-site mutagenesis. Furthermore, the new protocol allows random mutagenesis with degenerative primers, because it does not use two complementary primers. Our mutagenesis strategy was successfully used to alter the fluorescence properties of green fluorescent protein (GFP), creating a new-color GFP mutant, cyan-green fluorescent protein (CGFP). An eminent feature of CGFP is its remarkable stability in a wide pH range (pH 4-12). The use of CGFP would allow us to monitor protein localization quantitatively in acidic organelles in secretory pathways.

Directed Molecular Evolution↗