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PubMed2005

Biased mutation-assembling: an efficient method for rapid directed evolution through simultaneous mutation accumulation.

We have developed an efficient optimization technique, 'biased mutation-assembling', for improving protein properties such as thermostability. In this strategy, a mutant library is constructed using the overlap extension polymerase chain reaction technique with DNA fragments from wild-type and phenotypically advantageous mutant genes, in which the number of mutations assembled in the wild-type gene is stochastically controlled by the mixing ratio of the mutant DNA fragments to wild-type fragments. A high mixing ratio results in a mutant composition biased to favor multiple-point mutants. We applied this strategy to improve the thermostability of prolyl endopeptidase from Flavobacterium meningosepticum as a case study and found that the proportion of thermostable mutants in a library increased as the mixing ratio was increased. If the proportion of thermostable mutants increases, the screening effort needed to find them should be reduced. Indeed, we isolated a mutant with a 1200-fold longer activity half-life at 60 degrees C than that of wild-type prolyl endopeptidase after screening only 2000 mutants from a library prepared with a high mixing ratio. Our results indicate that an aggressive accumulation of advantageous mutations leads to an increase in the quality of the mutant library and a reduction in the screening effort required to find superior mutants.

Chryseobacterium↗

PubMed1998

Directed evolution of new enzymes and pathways for environmental biocatalysis.

Biocatalysis is important in both natural and engineered environments. The major global reactions in the biospheric cycling of carbon, nitrogen, and other elements are catalyzed by microorganisms. The global carbon cycle includes millions of organic compounds that are made by plants, microorganisms, and organic chemists. Most of those compounds are transformed by microbial enzymes. Degradative metabolism is known as catabolism and yields principally carbon dioxide, methane, or biomass. Microbial catabolic enzymes are a great resource for biotechnology. They are the building blocks for engineering novel metabolic pathways and evolving improved enzymes in the laboratory. Two multicomponent bacterial oxygeneases, cytochrome P450cam and toluene dioxygenase, catalyze the dechlorination of polyhalogenated C2 compounds. Seven genes encoding those functional enzyme complexes were coexpressed in a Pseudomonas and shown to metabolize pentachloreothane to nonhalogenated organic acids that were metabolized further to carbon dioxide. In another example, the enzyme catalyzing the dechlorination of the herbicide atrazine was subjected to iterative DNA shuffling to produce mutations. By using a plate screening assay, mutated atrazine chlorohydrolase that catalyzed a more rapid dechlorination of atrazine was obtained. The mutant genes were sequences and found to encode up to 11 amino acid changes. Atrazine chlorohydrolase is currently being used in a model municipal water treatment system to test the feasibility of using enzymes for atrazine decontamination. These data suggest that the natural diversity of bacterial catabolic enzymes provides the starting point for improved biocatalytic systems that meet the needs of commercial applications.

Biodegradation, Environmental↗

PubMed2007

Versatile DNA fragmentation and directed evolution with nucleotide exchange and excision technology.

Mimicking natural evolution by DNA shuffling is a commonly used method for the optimization of DNA and protein properties. Here, we present an advancement of this approach whereby a gene library is amplified using a standard polymerase chain reaction (PCR), but incorporates dUTP as a fragmentation-defining exchange nucleotide, together with the four standard dNTPs. Incorporated uracil bases are excised using uracil-DNA-glycosylase, and the DNA backbone subsequently is cleaved with piperidine. This oligonucleotide pool is then reassembled with an internal primer extension procedure using a proofreading polymerase to increase yield, and, finally, is amplified by PCR. Denaturing polyacrylamide urea gels demonstrate this method to produce adjustable fragmentation size ranges dependent on the dUTP:dTTP ratios. Using the model protein, chloramphenicol acetyltransferase I, the sequencing of shuffled gene libraries based on a PCR containing 33% dUTP revealed a low mutation rate, of approx 0.1%, with an average parental fragments size of 86 bases, even without the use of a fragment-size separation. Nucleotide exchange and excision technology (NExT) DNA shuffling is, thus, reproducible and easily executed, making it superior to competing techniques. Additionally, NExT fragmentation outcome can be predicted using the computer software, NExTProg.

Chloramphenicol O-Acetyltransferase↗

PubMed2004

Metabolic engineering and protein directed evolution increase the yield of L-phenylalanine synthesized from glucose in Escherichia coli.

L-phenylalanine (L-Phe) is an aromatic amino acid with diverse commercial applications. Technologies for industrial microbial synthesis of L-Phe using glucose as a starting raw material currently achieve a relatively low conversion yield (Y(Phe/Glc)). The purpose of this work was to study the effect of PTS (phosphotransferase transport system) inactivation and overexpression of different versions of feedback inhibition resistant chorismate mutase-prephenate dehydratase (CM-PDT) on the yield (Y(Phe/Glc)) and productivity of L-Phe synthesized from glucose. The E. coli JM101 strain and its mutant derivative PB12 (PTS(-)Glc(+) phenotype) were used as hosts. PB12 has an inactive PTS, but is capable of transporting and phosphorylating glucose by using an alternative system constituted by galactose permease (GalP) and glucokinase activities (Glk). JM101 and PB12 were transformed with three plasmids, harboring genes that encode for a feedback inhibition resistant DAHP synthase (aroG(fbr)), transketolase (tktA) and either a truncated CM-PDT (pheA(fbr)) or its derived evolved genes (pheA(ev1) or pheA(ev2)). Resting-cells experiments with these engineered strains showed that JM101 and PB12 strains expressing either pheA(ev1) or pheA(ev2) genes produced l-Phe from glucose with Y(Phe/Glc) of 0.21 and 0.33 g/g, corresponding to 38 and 60% of the maximum theoretical yield (0.55 g/g), respectively. In addition, in both engineered strains the reached q(Phe) high levels of 40 mg/g-dcw.h. The metabolic engineering strategy followed in this work, including a strain with an inactive PTS, resulted in a positive impact over the Y(Phe/Glc), enhancing it nearly 57% compared with its PTS(+) counterpart. This is the first report wherein PTS inactivation was a successful strategy to improve the Y(Phe/Glc).

Directed Molecular Evolution↗

PubMed2004

Directed evolution of pyruvate decarboxylase-negative Saccharomyces cerevisiae, yielding a C2-independent, glucose-tolerant, and pyruvate-hyperproducing yeast.

The absence of alcoholic fermentation makes pyruvate decarboxylase-negative (Pdc(-)) strains of Saccharomyces cerevisiae an interesting platform for further metabolic engineering of central metabolism. However, Pdc(-) S. cerevisiae strains have two growth defects: (i) growth on synthetic medium in glucose-limited chemostat cultures requires the addition of small amounts of ethanol or acetate and (ii) even in the presence of a C(2) compound, these strains cannot grow in batch cultures on synthetic medium with glucose. We used two subsequent phenotypic selection strategies to obtain a Pdc(-) strain without these growth defects. An acetate-independent Pdc(-) mutant was obtained via (otherwise) glucose-limited chemostat cultivation by progressively lowering the acetate content in the feed. Transcriptome analysis did not reveal the mechanisms behind the C(2) independence. Further selection for glucose tolerance in shake flasks resulted in a Pdc(-) S. cerevisiae mutant (TAM) that could grow in batch cultures ( micro (max) = 0.20 h(-1)) on synthetic medium, with glucose as the sole carbon source. Although the exact molecular mechanisms underlying the glucose-tolerant phenotype were not resolved, transcriptome analysis of the TAM strain revealed increased transcript levels of many glucose-repressible genes relative to the isogenic wild type in nitrogen-limited chemostat cultures with excess glucose. In pH-controlled aerobic batch cultures, the TAM strain produced large amounts of pyruvate. By repeated glucose feeding, a pyruvate concentration of 135 g liter(-1) was obtained, with a specific pyruvate production rate of 6 to 7 mmol g of biomass(-1) h(-1) during the exponential-growth phase and an overall yield of 0.54 g of pyruvate g of glucose(-1).

Culture Media↗

PubMed2005

Engineering the substrate specificity of cytochrome P450 CYP102A2 by directed evolution: production of an efficient enzyme for bioconversion of fine chemicals.

The P450 cytochromes constitute a large family of hemoproteins that catalyze the monooxygenation of a diversity of hydrophobic substrates. CYP102A2 is a catalytically self-sufficient cytoplasmic enzyme from Bacillus subtilis, containing both a monooxygenase domain and a reductase domain on a single polypeptide chain. CYP102A2 was subjected to error-prone PCR to generate mutants with enhanced activity with fatty acids and other aromatic substrates. The library of CYP102A2 mutants was expressed in BL21(DE3) Escherichia coli cells and screened for their ability to oxidize different substrates by means of an activity assay. After a single round of error-prone PCR, the variant Pro15Ser exhibiting modified substrate specificity was generated. This variant showed approximately 6- to 9-fold increased activity with SDS, lauric acid and 1,4-naphthoquinone, and enhanced activity for other substrates such as ethacrynic acid and epsilon-amino-n-caproic acid. Molecular modeling of the CYP102A2 monooxygenase domain suggested that Pro15 is located in a short helical segment and is involved in extensive interactions between the N-terminal domain and the beta2 sheet, which contribute to the formation of the substrate binding site. Thus, Pro15 appears to affect substrate binding and catalysis indirectly. These results clearly demonstrate the importance of remote residues, not readily predicted by rational design, for the determination of substrate specificity. In addition, we report here that the Pro15Ser variant of CYP102A2 can be efficiently immobilized on epoxy-activated Sepharose at pH 8.5 and 4 degrees C. The immobilized variant of CYP102A2 retains most of its activity (81%) and shows improved stability at 37 degrees C. The approach offers the possibility of designing a P450 bioreactor that can be operated over a long period of time with high efficiency and which can be used in fine chemical synthesis.

Amino Acid Sequence↗

PubMed2000

Improving low-temperature catalysis in the hyperthermostable Pyrococcus furiosus beta-glucosidase CelB by directed evolution.

The beta-glucosidase from the hyperthermophilic archaeon Pyrococcus furiosus (CelB) is the most thermostable and thermoactive family 1 glycosylhydrolase described to date. To obtain more insight in the molecular determinants of adaptations to high temperatures and study the possibility of optimizing low-temperature activity of a hyperthermostable enzyme, we generated a library of random CelB mutants in Escherichia coli. This library was screened for increased activity on p-nitrophenyl-beta-D-glucopyranoside at room temperature. Multiple CelB variants were identified with up to 3-fold increased rates of hydrolysis of this aryl glucoside, and 10 of them were characterized in detail. Amino acid substitutions were identified in the active-site region, at subunit interfaces, at the enzyme surface, and buried in the interior of the monomers. Characterization of the mutants revealed that the increase in low-temperature activity was achieved in different ways, including altered substrate specificity and increased flexibility by an apparent overall destabilization of the enzyme. Kinetic characterization of the active-site mutants showed that in all cases the catalytic efficiency at 20 degrees C on p-nitrophenyl-beta-D-glucose, as well as on the disaccharide cellobiose, was increased up to 2-fold. In most cases, this was achieved at the expense of beta-galactosidase activity at 20 degrees C and total catalytic efficiency at 90 degrees C. Substrate specificity was found to be affected by many of the observed amino acid substitutions, of which only some are located in the vicinity of the active site. The largest effect on substrate specificity was observed with the CelB variant N415S that showed a 7.5-fold increase in the ratio of p-nitrophenyl-beta-D-glucopyranoside/p-nitrophenyl-beta-D-galactopyra noside hydrolysis. This asparagine at position 415 is predicted to interact with active-site residues that stabilize the hydroxyl group at the C4 position of the substrate, the conformation of which is equatorial in glucose-containing substrates and axial in galactose-containing substrates.

Amino Acid Sequence↗

PubMed2000

Directed evolution of D-2-keto-3-deoxy-6-phosphogluconate aldolase to new variants for the efficient synthesis of D- and L-sugars.

BACKGROUND: Exploitation and improvement of enzymes as catalysts for organic synthesis is of current interest in biocatalysis. A representative enzyme for investigation is the Escherichia coli D-2-keto-3-deoxy-6-phosphogluconate (KDPG) aldolase, which catalyzes the highly specific reversible aldol reaction using the D-configurated KDPG as substrate. RESULTS: Using in vitro evolution, the aldolase has been converted into aldolases with improved catalytic efficiency, altered substrate specificity and stereoselectivity. In particular, some evolved aldolases capable of accepting both D- and L- glyceraldehyde in the non-phosphorylated form as substrates for reversible aldol reaction have been obtained, providing a new direction to the enzymatic synthesis of both D- and L-sugars. CONCLUSIONS: This research has demonstrated the effectiveness of using in vitro evolution to rapidly alter the properties of an aldolase to improve its utility in asymmetric synthesis. The evolved aldolases, differing from the native enzyme which is highly phosphate- and D-sugar-dependent, catalyze the efficient synthesis of both D- and L-sugars from non-phosphorylated aldehydes and pyruvate. The principles and strategies described in this study should be applicable to other aldolases to further expand the scope of their synthetic utility.

Aldehyde-Lyases↗

PubMed1992

Improvement by benzoquinones of the quantum yield of photoactivation of photosynthetic oxygen evolution: direct evidence for the two-quantum mechanism.

Effects of eight differently substituted 1,4-benzoquinones (BQs) on the quantum yield of photoactivation of oxygen evolution (reconstitution of the Mn cluster) were examined with wheat photosystem II (PSII) membranes depleted of the Mn cluster by treatment with 1.0 mM NH2OH. Illumination with 10 flashes at 0.25-s intervals of the PSII membranes in the presence of 2.0 mM Mn2+, 20 mM Ca2+, and 1.2 M Cl- restored 14% of oxygen-evolving activity destroyed by the NH2OH treatment. Among the benzoquinones tested, DBMIB (2,5-dibromo-3-methyl-6-isopropyl-BQ) and tetramethyl-BQ did not enhance the activity recovery, but all the others doubled the recovery when present at their optimal concentrations during illumination. The order of effectiveness was tetrabromo-, phenyl-, and 2,6-dichloro-BQs greater than or equal to 2,5-dichloro-BQ greater than tetrachloro-BQ greater than 2,5-dimethyl-BQ, though the differences were small. This order reflects their efficiencies as electron acceptors of PSII. This finding, together with others, suggests that the enhancement of activity recovery results from rapid oxidation by the benzoquinones of the reduced form of the quinone acceptors in PSII, QA- and QB-, which cause loss of an oxidized intermediate through charge-recombination reaction with Mn3+. The flash-number dependence of the recovery of oxygen-evolving activity indicated that the activity was not restored after one flash but recovered significantly after illumination with two flashes and then further increased upon additional flashes. This provides direct evidence that the minimum quantum requirement for photoactivation is two.

Benzoquinones↗

PubMed2003

Alteration of the substrate specificity of benzoylformate decarboxylase from Pseudomonas putida by directed evolution.

Alteration of the substrate specificity of thiamin diphosphate (ThDP)-dependent benzoylformate decarboxylase (BFD) by error-prone PCR is described. Two mutant enzymes, L476Q and M365L-L461S, were identified that accept ortho-substituted benzaldehyde derivatives as donor substrates, which leads to the formation of 2-hydroxy ketones. Both variants, L476Q and M365L-L461S, selectively catalyze the formation of enantiopure (S)-2-hydroxy-1-(2-methylphenyl)propan-1-one with excellent yields, a reaction which is only poorly catalyzed by the wild-type enzyme. Different ortho-substituted benzaldehyde derivatives, such as 2-chloro-, 2-methoxy-, or 2-bromobenzaldehyde are accepted as donor substrates by both BFD variants as well and conversion with acetaldehyde resulted in the corresponding (S)-2-hydroxy-1-phenylpropan-1-one derivatives. As deduced from modeling studies based on the 3D structure of wild-type BFD, reduction of the side chain size at position L461 probably results in an enlarged substrate binding site and facilitates the initial binding of ortho-substituted benzaldehyde derivatives to the cofactor ThDP.

Binding Sites↗

PubMed2004

Directed evolution of protein inhibitors of DNA-nucleases by in vitro compartmentalization (IVC) and nano-droplet delivery.

In vitro compartmentalization (IVC) uses water-in-oil emulsions to create artificial cell-like compartments in which genes can be individually transcribed and translated. Here, we present a new application of IVC for the selection of DNA-nuclease inhibitors. We developed a nano-droplets delivery system that allows the transport of various solutes, including metal ions, into the emulsion droplets. This transport mechanism was used to regulate the activity of colicin nucleases that were co-compartmentalized with the genes, so that the nucleases were activated by nickel or cobalt ions only after the potential inhibitor genes have been translated. Thus, genes encoding nuclease inhibitors survived the digestion and were subsequently amplified and isolated. Selection is therefore directly for inhibition, and not for binding of the nuclease. The stringency of selection can be easily modulated to give high enrichments (100-500-fold) and recoveries. We demonstrated its utility by selecting libraries of the gene encoding the cognate inhibitor of colicin E9 (immunity protein 9, or Im9) for inhibition of another colicin (ColE7). The in vitro evolved inhibitors show significant inhibition of ColE7 both in vitro and in vivo. These Im9 variants carry mutations into residues that determine the selectivity of the natural counterpart (Im7) while completely retaining the residues that are conserved throughout the family of immunity protein inhibitors. The in vitro evolution process confirms earlier hypotheses regarding the "dual recognition" binding mechanism and the way in which new colicin-immunity pairs diverged from existing ones.

Colicins↗

PubMed2006

Direct evolution of genetic robustness in microRNA.

Genetic robustness, the invariance of the phenotype in the face of genetic perturbations, can endow the organism with reduced susceptibility to mutations. A large body of work in recent years has focused on the origins, mechanisms, and consequences of robustness in a wide range of biological systems. Despite the apparent prevalence of mutational robustness in nature, however, its evolutionary origins are still unclear. Does robustness evolve directly by natural selection or is it merely a correlated byproduct of other phenotypic traits? By examining microRNA (miRNA) genes of several eukaryotic species, we show that the structure of miRNA precursor stem-loops exhibits a significantly high level of mutational robustness in comparison with random RNA sequences with similar stem-loop structures. Hence, this excess robustness of miRNA goes beyond the intrinsic robustness of the stem-loop hairpin structure. Furthermore, we show that it is not the byproduct of a base composition bias or of thermodynamic stability. These findings suggest that the excess robustness of miRNA stem-loops is the result of direct evolutionary pressure toward increased robustness. We further demonstrate that this adaptive robustness evolves to compensate for structures with low intrinsic robustness.

Animals↗

PubMed2002

Conversion of a typical catalase from Bacillus sp. TE124 to a catalase-peroxidase by directed evolution.

We have converted a typical catalase from Bacillus sp. TE124 to a catalase-peroxidase using DNA shuffling and error-prone PCR. A triple mutant, R47H/R356C/D374N, that showed significantly reduced catalase activity and increased peroxidase activity was identified by screening mutant libraries. When single mutant--R47H, R356C and D374N--were generated by site-directed mutagenesis, conserved Arg-47, located on the distal side of the prosthetic heme group in the superfamily of typical catalases, was found to be responsible for the conversion of catalase to catalase-peroxidase. To further clarify the role of Arg-47, arginine was replaced with different amino acids--alanine, lysine, aspartic acid, glutamic acid, glutamine, phenylalanine, tryptophan and tyrosine--and the mutant enzymes were assayed. All of the arginine mutants had increased peroxidase activity coupled with reduced catalase activity. Among these mutants, R47W exhibited the highest peroxidase activity, while R47E and R47Q not only had increased peroxidase activity but also retained relatively high catalase activity. These results suggest that tryptophan plays a key role in the catalytic mechanism of the peroxidase reaction and that glutamic acid and glutamine facilitate both catalatic and peroxidatic reactions.

Journal Article↗

PubMed2007

Directed evolution and structural analysis of N-carbamoyl-D-amino acid amidohydrolase provide insights into recombinant protein solubility in Escherichia coli.

One of the greatest bottlenecks in producing recombinant proteins in Escherichia coli is that over-expressed target proteins are mostly present in an insoluble form without any biological activity. DCase (N-carbamoyl-D-amino acid amidohydrolase) is an important enzyme involved in semi-synthesis of beta-lactam antibiotics in industry. In the present study, in order to determine the amino acid sites responsible for solubility of DCase, error-prone PCR and DNA shuffling techniques were applied to randomly mutate its coding sequence, followed by an efficient screening based on structural complementation. Several mutants of DCase with reduced aggregation were isolated. Solubility tests of these and several other mutants generated by site-directed mutagenesis indicated that three amino acid residues of DCase (Ala18, Tyr30 and Lys34) are involved in its protein solubility. In silico structural modelling analyses suggest further that hydrophilicity and/or negative charge at these three residues may be responsible for the increased solubility of DCase proteins in E. coli. Based on this information, multiple engineering designated mutants were constructed by site-directed mutagenesis, among them a triple mutant A18T/Y30N/K34E (named DCase-M3) could be overexpressed in E. coli and up to 80% of it was soluble. DCase-M3 was purified to homogeneity and a comparative analysis with wild-type DCase demonstrated that DCase-M3 enzyme was similar to the native DCase in terms of its kinetic and thermodynamic properties. The present study provides new insights into recombinant protein solubility in E. coli.

Amidohydrolases↗

PubMed2003

Parsing local signal evolution directly from a single-shot MRI signal: a new approach for fMRI.

In this work a new single-shot MRI method, single-shot parameter assessment by retrieval from signal encoding (SS-PARSE), is introduced. This method abandons a fundamental simplifying assumption that is used in conventional MRI methods. Established MRI methods implicitly assume that the local intrinsic signal does not change its amplitude or phase during signal acquisition, even though these changes may be substantial, especially during the relatively long signals used in single-shot image acquisitions. SS-PARSE, on the other hand, acknowledges local decay and phase evolution, and models each signal datum as a sample from (k,t)-space rather than k-space. Because of this more accurate signal model, SS-PARSE promises improved performance in terms of accuracy and robustness, but requires more intensive reconstruction computations. The theoretical properties of the method are discussed, and simulation results are presented that demonstrate more robust and accurate measurements of relaxation rate changes associated with brain activation in functional MRI (fMRI), freedom from geometric errors due to off-resonance frequencies, and better tolerance of the large susceptibility gradients that occur naturally in parts of the brain. In addition, this technique has the potential to assess nonexponential relaxation behavior during a single-shot signal.

Algorithms↗

PubMed1989

An experimental approach to testing modular evolution: directed replacement of alpha-helices in a bacterial protein.

We have used oligonucleotide site-directed mutagenesis to ask whether certain structural motifs in proteins are determined mainly by local interactions among amino acids. Multiple consecutive amino acids in three alpha-helices in the alkaline phosphatase (EC 3.1.3.1) of Escherichia coli have been replaced with helical sequences from four other sources. Altogether, 12 distinct helical replacements were created, 9 of which retain enzymatic activity. Most short stretches of helical sequence can be replaced with unrelated helical sequences without eliminating enzyme activity. Replacements of the carboxyl half of an alpha-helix are less harmful than those of the amino half, and the two together are synergistic rather than additive. These results are consistent with the hypothesis that proteins originally evolved by the assembly of small functional folding units.

Alkaline Phosphatase↗

PubMed2000

Yeast surface display for directed evolution of protein expression, affinity, and stability.

The described protocols enable thorough screening of polypeptide libraries with high confidence in the isolation of improved clones. It should be emphasized that the protocols have been fashioned for thoroughness, rather than speed. With library plasmid DNA in hand, the time to plated candidate yeast display mutants is typically 2-3 weeks. Each of the experimental approaches required for this method is fairly standard: yeast culture, immunofluorescent labeling, flow cytometry. Protocols that are more rapid could conceivably be developed by using solid substrate separations with magnetic beads, for instance. However, loss of the two-color normalization possible with flow cytometry would remove the quantitative advantage of the method. Yeast display complements existing polypeptide library methods and opens the possibility of examining extracellular eukaryotic proteins, an important class of proteins not generally amenable to yeast two-hybrid or phage display methodologies.

Amino Acid Sequence↗

PubMed1992

Directed evolution of an RNA enzyme.

An in vitro evolution procedure was used to obtain RNA enzymes with a particular catalytic function. A population of 10(13) variants of the Tetrahymena ribozyme, a group I ribozyme that catalyzes sequence-specific cleavage of RNA via a phosphoester transfer mechanism, was generated. This enzyme has a limited ability to cleave DNA under conditions of high temperature or high MgCl2 concentration, or both. A selection constraint was imposed on the population of ribozyme variants such that only those individuals that carried out DNA cleavage under physiologic conditions were amplified to produce "progeny" ribozymes. Mutations were introduced during amplification to maintain heterogeneity in the population. This process was repeated for ten successive generations, resulting in enhanced (100 times) DNA cleavage activity.

Animals↗