Process modeling of the lipase-catalyzed dynamic kinetic resolution of (<Emphasis Type="Italic">R</Emphasis>, <Emphasis Type="Italic">S</Emphasis>)-suprofen 2,2,2-trifluoroethyl thioester in a hollow-fiber membrane

A Candida rugosa lipase immobilized on polypropylene powder was employed as the biocatalyst for the enantioselective hydrolysis of (R, S)-suprofen 2,2,2-trifluorothioester in cyclohexane, in which trioctylamine was added as the catalyst to perform in situ racemization of the remaining (R)-thioester. A hollow-fiber membrane was also integrated with the dynamic kinetic resolution process in order to continuously extract the desired (S)-suprofen into an aqueous solution containing NaOH. A kinetic model for the whole process (operating in batch and feed-batch modes) was developed, in which enzymatic hydrolysis and deactivation, lipase activation, racemization and non-enantioselective hydrolysis of the substrate by trioctylamine, and reactive extraction of (R)- and (S)-suprofen into the aqueous phase in the membrane were considered. Theoretical predictions from the model for the time-course variations of substrate and product concentrations in each phase were compared with experimental data.     

Substrate specificity and stereospecificity of limonene-1,2-epoxide hydrolase from Rhodococcus erythropolis DCL14; an enzyme showing sequential and enantioconvergent substrate conversion

Limonene-1,2-epoxide hydrolase (LEH) from Rhodococcus erythropolis DCL14, an enzyme involved in the limonene degradation pathway of this microlorganism, has a narrow substrate specificity. Of the compounds tested, the natural substrate, limonene-1,2-epoxide, and several alicyclic and 2-methyl-1,2-epoxides (e.g. 1-methylcyclohexene oxide and indene oxide), were substrates for the enzyme. When LEH was incubated with a diastereomeric mixture of limonene-1,2-epoxide, the sequential hydrolysis of first the (1R,2S)- and then the (1S,2R)-isomer was observed. The hydrolysis of (4R)- and (4S)-limonene-1,2-epoxide resulted in, respectively, (1S,2S,4R)- and (1R,2R,4S)-limonene-1,2-diol as the sole product with a diastereomeric excess of over 98%. With all other substrates, LEH showed moderate to low enantioselectivities (E ratios between 34 and 3).     

Substrate spectrum of mandelate racemase: Part 2. (Hetero)-aryl-substituted mandelate derivatives and modulation of activity

Efficient enzymatic racemization of 2-hydroxy-2-heteroaryl-acetic acid derivatives by mandelate racemase under mild conditions is reported for the first time. (i) Steric limitations for aryl-substituted mandelate derivatives were elucidated to be particularly striking for o-substituents, whereas m- and p-analogues were freely accepted, as well as heteroaryl- and naphthyl-analogs. (ii) The electronic character of substituents was found to play an important role: whereas electron-withdrawing substituents dramatically enhanced the racemization rates, electron-donating analogs caused a depletion. This effect could be ascribed to an α-carbanion-stabilization in accordance with the known enzyme mechanism. The latter was modeled by comparison of gas phase deprotonation energies as a useful parameter to describe resonance stabilization. The calculated data nicely correlate with the experimentally observed activities for a specific substrate as long as other parameters, such as steric restrictions, are absent or play a minor role.     

Crystal Structures of Lysine-Preferred Racemases,the Non-Antibiotic Selectable Markers for Transgenic Plants

Lysine racemase, a pyridoxal 5′-phosphate (PLP)-dependent amino acid racemase that catalyzes the interconversion of lysine enantiomers, is valuable to serve as a novel non-antibiotic selectable marker in the generation of transgenic plants. Here, we have determined the first crystal structure of a lysine racemase (Lyr) from Proteus mirabilis BCRC10725, which shows the highest activity toward lysine and weaker activity towards arginine. In addition, we establish the first broad-specificity amino acid racemase (Bar) structure from Pseudomonas putida DSM84, which presents not only the highest activity toward lysine but also remarkably broad substrate specificity. A complex structure of Bar-lysine is also established here. These structures demonstrate the similar fold of alanine racemase, which is a head-to-tail homodimer with each protomer containing an N-terminal (α/β)₈ barrel and a C-terminal β-stranded domain. The active-site residues are located at the protomer interface that is a funnel-like cavity with two catalytic bases, one from each protomer, and the PLP binding site is at the bottom of this cavity. Structural comparisons, site-directed mutagenesis, kinetic, and modeling studies identify a conserved arginine and an adjacent conserved asparagine that fix the orientation of the PLP O3 atom in both structures and assist in the enzyme activity. Furthermore, side chains of two residues in α-helix 10 have been discovered to point toward the cavity and define the substrate specificity. Our results provide a structural foundation for the design of racemases with pre-determined substrate specificity and for the development of the non-antibiotic selection system in transgenic plants.     

Synthesis of <Emphasis Type="SmallCaps">dl</Emphasis>-tryptophan by modified broad specificity amino acid racemase from <Emphasis Type="Italic">Pseudomonas putida</Emphasis> IFO 12996

Broad specificity amino acid racemase (E.C. 5.1.1.10) from Pseudomonas putida IFO 12996 (BAR) is a unique racemase because of its broad substrate specificity. BAR has been considered as a possible catalyst which directly converts inexpensive l-amino acids to dl-amino acid racemates. The gene encoding BAR was cloned to utilize BAR for the synthesis of d-amino acids, especially d-Trp which is an important intermediate of pharmaceuticals. The substrate specificity of cloned BAR covered all of the standard amino acids; however, the activity toward Trp was low. Then, we performed random mutagenesis on bar to obtain mutant BAR derivatives with high activity for Trp. Five positive mutants were isolated after the two-step screening of the randomly mutated BAR. After the determination of the amino acid substitutions in these mutants, it was suggested that the substitutions at Y396 and I384 increased the Trp specific racemization activity and the racemization activity for overall amino acids, respectively. Among the positive mutants, I384M mutant BAR showed the highest activity for Trp. l-Trp (20 mM) was successfully racemized, and the proportion of d-Trp was reached 43% using I384M mutant BAR, while wild-type BAR racemized only 6% of initial l-Trp.     

Stabilization and activity-enhancement of mandelate racemase from Pseudomonas putida ATCC 12336 by immobilization

Mandelate racemase [EC 5.1.2.2] from Pseudomonas putida ATCC 12336 was efficiently immobilized through ionic binding onto DEAE- and TEAE 23-cellulose. The activity of the immobilized enzyme was significantly enhanced as compared to the native protein, i.e., 2.7- and 2.5-fold, respectively. DEAE-cellulose-immobilized mandelate racemase could be efficiently used in repeated batch reactions for the racemization of (R)-mandelic acid under mild conditions.     

Virtual screening of mandelate racemase mutants with enhanced activity based on binding energy in the transition state

Mandelate racemase (MR) is a promising candidate for the dynamic kinetic resolution of racemates. However, the poor activity of MR towards most of its non-natural substrates limits its widespread application. In this work, a virtual screening method based on the binding energy in the transition state was established to assist in the screening of MR mutants with enhanced catalytic efficiency. Using R-3-chloromandelic acid as a model substrate, a total of 53 mutants were constructed based on rational design in the two rounds of screening. The number of mutants for experimental validation was brought down to 17 by the virtual screening method, among which 14 variants turned out to possess improved catalytic efficiency. The variant V26I/Y54V showed 5.2-fold higher catalytic efficiency (k_cat/K_m) towards R-3-chloromandelic acid than that observed for the wild-type enzyme. Using this strategy, mutants were successfully obtained for two other substrates, R-mandelamide and R-2-naphthylglycolate (V26I and V29L, respectively), both with a 2-fold improvement in catalytic efficiency. These results demonstrated that this method could effectively predict the trend of mutational effects on catalysis. Analysis from the energetic and structural assays indicated that the enhanced interactions between the active sites and the substrate in the transition state led to improved catalytic efficiency. It was concluded that this virtual screening method based on the binding energy in the transition state was beneficial in enzyme rational redesign and helped to better understand the catalytic properties of the enzyme.     

A kinetic model incorporating energy spilling for substrate removal in substrate-sufficient batch culture of activated sludge

Batch assays are currently used to study the kinetic behavior of microbial growth. However, it has been shown that the outcome of batch experiments is greatly influenced by the initial ratio of substrate concentration (S _o) to biomass concentration (X _o). Substrate-sufficient batch culture is known to have mechanisms of spilling energy that lead to significant nongrowth-associated substrate consumption, and the Monod equation is no longer appropriate. By incorporating substrate consumption associated with energy spilling into the balance of the substrate oxidation reaction, a kinetic model for the observed specific substrate consumption rate was developed for substrate-sufficient batch culture of activated sludge, and was further verified by experimental data. It was demonstrated that the specific substrate consumption rate increased with the increase of the S _o/X _o ratio, and the majority of substrate was consumed through energy spilling at high S _o/X _o ratios. It appears that the S _o/X _o ratio is a key parameter in regulating metabolic pathways of microorganisms. Received: 18 January 1999 / Received revision: 7 May 1999 / Accepted: 28 May 1999     

Crystal structure and characterization of esterase Est25 mutants reveal improved enantioselectivity toward (S)-ketoprofen ethyl ester

Esterases comprise a group of enzymes that catalyze the cleavage and synthesis of ester bonds. They are important in biotechnological applications owing to their enantioselectivity, regioselectivity, broad substrate specificity, and the fact that they do not require cofactors. In a previous study, we isolated the esterase Est25 from a metagenomic library. Est25 showed catalytic activity toward the (R,S)-ketoprofen ethyl ester but had low enantioselectivity toward the (S)-ketoprofen ethyl ester. Because (S)-ketoprofen has stronger anti-inflammatory effects and fewer side effects than (R)-ketoprofen, enantioselectivity of this esterase is important. In this study, we generated Est25 mutants with improved enantioselectivity toward the (S)-ketoprofen ethyl ester; improved enantioselectivity of mutants was established by analysis of their crystal structures. The enantioselectivity of mutants was influenced by substitution of Phe72 and Leu255. Substituting these residues changed the size of the binding pocket and the entrance hole that leads to the active site. The enantioselectivity of Est25 (E = 1.1 ± 0.0) was improved in the mutants F72G (E = 1.9 ± 0.2), L255W (E = 16.1 ± 1.1), and F72G/L255W (E = 60.1 ± 0.5). Finally, characterization of Est25 mutants was performed by determining the optimum reaction conditions, thermostability, effect of additives, and substrate specificity after substituting Phe72 and Leu255.

     

From molecular engineering to process engineering: development of high-throughput screening methods in enzyme directed evolution

With increasing concerns in sustainable development, biocatalysis has been recognized as a competitive alternative to traditional chemical routes in the past decades. As nature’s biocatalysts, enzymes are able to catalyze a broad range of chemical transformations, not only with mild reaction conditions but also with high activity and selectivity. However, the insufficient activity or enantioselectivity of natural enzymes toward non-natural substrates limits their industrial application, while directed evolution provides a potent solution to this problem, thanks to its independence on detailed knowledge about the relationship between sequence, structure, and mechanism/function of the enzymes. A proper high-throughput screening (HTS) method is the key to successful and efficient directed evolution. In recent years, huge varieties of HTS methods have been developed for rapid evaluation of mutant libraries, ranging from in vitro screening to in vivo selection, from indicator addition to multi-enzyme system construction, and from plate screening to computation- or machine-assisted screening. Recently, there is a tendency to integrate directed evolution with metabolic engineering in biosynthesis, using metabolites as HTS indicators, which implies that directed evolution has transformed from molecular engineering to process engineering. This paper aims to provide an overview of HTS methods categorized based on the reaction principles or types by summarizing related studies published in recent years including the work from our group, to discuss assay design strategies and typical examples of HTS methods, and to share our understanding on HTS method development for directed evolution of enzymes involved in specific catalytic reactions or metabolic pathways.

     

Identification and Characterization of Bifunctional Proline Racemase/Hydroxyproline Epimerase from Archaea: Discrimination of Substrates and Molecular Evolution

Proline racemase (ProR) is a member of the pyridoxal 5’-phosphate-independent racemase family, and is involved in the Stickland reaction (fermentation) in certain clostridia as well as the mechanisms underlying the escape of parasites from host immunity in eukaryotic Trypanosoma. Hydroxyproline epimerase (HypE), which is in the same protein family as ProR, catalyzes the first step of the trans-4-hydroxy-L-proline metabolism of bacteria. Their substrate specificities were previously considered to be very strict, in spite of similarities in their structures and catalytic mechanisms, and no racemase/epimerase from the ProR superfamily has been found in archaea. We here characterized the ProR-like protein (OCC_00372) from the hyperthermophilic archaeon, Thermococcus litoralis (TlProR). This protein could reversibly catalyze not only the racemization of proline, but also the epimerization of 4-hydroxyproline and 3-hydroxyproline with similar kinetic constants. Among the four (putative) ligand binding sites, one amino acid substitution was detected between TlProR (tryptophan at the position of 241) and natural ProR (phenylalanine). The W241F mutant showed a significant preference for proline over hydroxyproline, suggesting that this (hydrophobic and bulky) tryptophan residue played an importance role in the recognition of hydroxyproline (more hydrophilic and bulky than proline), and substrate specificity for hydroxyproline was evolutionarily acquired separately between natural HypE and ProR.　A phylogenetic analysis indicated that such unique broad substrate specificity was derived from an ancestral enzyme of this superfamily.     

Highly conserved glycine 86 and arginine 87 residues contribute differently to the structure and activity of the mature HIV‐1 protease

The structural and functional role of conserved residue G86 in HIV‐1 protease (PR) was investigated by NMR and crystallographic analyses of substitution mutations of glycine to alanine and serine (PR_G86A and PR_G86S). While PR_G86S had undetectable catalytic activity, PR_G86A exhibited ～6000‐fold lower catalytic activity than PR. ¹H‐¹⁵N NMR correlation spectra revealed that PR_G86A and PR_G86S are dimeric, exhibiting dimer dissociation constants (K_d) of ～0.5 and ～3.2 μM, respectively, which are significantly lower than that seen for PR with R87K mutation (K_d > 1 mM). Thus, the G86 mutants, despite being partially dimeric under the assay conditions, are defective in catalyzing substrate hydrolysis. NMR spectra revealed no changes in the chemical shifts even in the presence of excess substrate, indicating very poor binding of the substrate. Both NMR chemical shift data and crystal structures of PR_G86A and PR_G86S in the presence of active‐site inhibitors indicated high structural similarity to previously described PR/inhibitor complexes, except for specific perturbations within the active site loop and around the mutation site. The crystal structures in the presence of the inhibitor showed that the region around residue 86 was connected to the active site by a conserved network of hydrogen bonds, and the two regions moved further apart in the mutants. Overall, in contrast to the role of R87 in contributing significantly to the dimer stability of PR, G86 is likely to play an important role in maintaining the correct geometry of the active site loop in the PR dimer for substrate binding and hydrolysis. Proteins 2010. © 2009 Wiley‐Liss, Inc.     

Stereoselectivity of phosphotriesterase with paraoxon derivatives: a computational study

The bacterial enzyme phosphotriesterase (PTE) exhibits stereoselectivity toward hydrolysis of chiral substrates with a preference for the S_p enantiomer. In this work, docking analysis and two explicit-solvent molecular dynamics (MD) simulations were performed to characterize and differentiate the structural dynamics of PTE bound to the S_p and R_p paraoxon derivative enantiomers (R_p-1 and S_p-1) hydrolyzed with distinct catalytic efficiencies. Comparative analysis of the molecular trajectories for PTE bound to R_p-1 and S_p-1 suggested that substrate binding induced conformational changes in the loops near the active site. After 100 ns of MD simulation, the Zn β²⁺ metal ion formed hexacoordinated- and tetracoordinated geometries in the S_p-1-PTE and R_p-1-PTE ensembles, respectively. Simulation results further showed that the hydrogen bond between Asp301 and His254 occurred with a higher probability after S_p-1 binding to PTE (47.5%) than that after R_p-1 binding (22.2%). These results provide a qualitative and molecular-level explanation for the 10 orders of magnitude increase in the catalytic efficiency of PTE toward the S_p enantiomer of paraoxon.     

Enzyme identification and development of a whole-cell biotransformation for asymmetric reduction of o-chloroacetophenone

Chiral 1‐(o‐chlorophenyl)‐ethanols are key intermediates in the synthesis of chemotherapeutic substances. Enantioselective reduction of o‐chloroacetophenone is a preferred method of production but well investigated chemo‐ and biocatalysts for this transformation are currently lacking. Based on the discovery that Candida tenuis xylose reductase converts o‐chloroacetophenone with useful specificity (k_cat/K_m = 340 M⁻¹ s⁻¹) and perfect S‐stereoselectivity, we developed whole‐cell catalysts from Escherichia coli and Saccharomyces cerevisiae co‐expressing recombinant reductase and a suitable system for recycling of NADH. E. coli surpassed S. cerevisiae sixfold concerning catalytic productivity (3 mmol/g dry cells/h) and total turnover number (1.5 mmol substrate/g dry cells). o‐Chloroacetophenone was unexpectedly “toxic,” and catalyst half‐life times of only 20 min (E. coli) and 30 min (S. cerevisiae) in the presence of 100 mM substrate restricted the time of batch processing to maximally ∼5 h. Systematic reaction optimization was used to enhance the product yield (≤60%) of E. coli catalyzed conversion of 100 mM o‐chloroacetophenone which was clearly limited by catalyst instability. Supplementation of external NAD⁺ (0.5 mM) to cells permeabilized with polymyxin B sulfate (0.14 mM) resulted in complete conversion providing 98 mM S‐1‐(o‐chlorophenyl)‐ethanol. The strategies considered for optimization of reduction rate should be generally useful, however, especially under process conditions that promote fast loss of catalyst activity. Biotechnol. Bioeng. 2011; 108:797–803. © 2010 Wiley Periodicals, Inc.     

Bioproduction of chiral mandelate by enantioselective deacylation of α-acetoxyphenylacetic acid using whole cells of newly isolated Pseudomonas sp. ECU1011

Substrate-directed screening was carried out to find bacteria that could deacylate O-acetylated mandelic acid from environmental samples. From more than 200 soil isolates, we identified for the first time that Pseudomonas sp. ECU1011 biocatalytically deacylated (S)-α-acetoxyphenylacetic acid with high enantioselectivity (E > 200), yielding (S)-mandelic acid with 98.1% enantiomeric excess (ee) at a 45.5% conversion rate. The catalytic deacylation of (S)-α-acetoxyphenylacetic acid by the resting cell was optimized using a single-factor method to yield temperature and pH optima of 30°C and 6.5, respectively. These optima help to reduce the nonselective spontaneous hydrolysis of the racemic substrate. It was found that substrate concentrations up to 60 mM could be used. 2-Propanol was used as a moderate cosolvent to help the substrate disperse in the aqueous phase. Under optimized reaction conditions, the ee of the residual (R)-α-acetoxyphenylacetic acid could be improved further, to greater than 99%, at a 60% conversion rate. Furthermore, using this newly isolated strain of Pseudomonas sp. ECU1011, three kinds of optically pure analogs of (S)-mandelic acid and (R)-α-acetoxyphenylacetic acid were successfully prepared at high enantiomeric purity.     

Stereoselective nucleophilic substitution of oxazepam and racemization in acidic methanol and ethanol

Enantiomeric and racemic oxazepam (OX), 3-O-methyloxazepam (MeOX), and 3-O-ethyloxazepam (EtOX) were used to study racemization, heteronucleophilic, and homonucleophilic substitution reactions in anhydrous acidic methanol and ethanol. Kinetics of racemization and nucleophilic substitution reactions in nondeuterated and deuterated solvents were determined by circular dichroism spectropolarimetry, chiral stationary phase high-performance liquid chromatography (HPLC), reversed-phase HPLC, and mass spectrometry. Several reactions occurred when (S)-OX, for example, was dissolved in acidic methanol: (1) (S)-OX itself underwent spontaneous racemization, (2) the 3-hydroxyl group of (S)-OX was stereoselectively substituted by the methoxy group of methanol to form MeOX enriched in (S)-MeOX, (3) the 3-methoxy group of (S)-MeOX was stereoselectively substituted by the methoxy group of methanol to form MeOX enriched in (S)-MeOX, and (4) the 3-methoxy group of (R)-MeOX was stereoselectively substituted by the methoxy group of methanol to form MeOX enriched in (R)-MeOX. Repetitive reactions 3 and 4 eventually resulted in a racemic MeOX. Similar reactions occurred for an enantiomeric OX in acidic ethanol. © 1996 Wiley-Liss, Inc.

1 This article is a US Government work and, as such, is in the public domain in the United States of America.

     

d-Amino acid production by E. coli co-expressed three genes encoding hydantoin racemase, d-hydantoinase and N-carbamoyl-d-amino acid amidohydrolase

Three genes respectively encoding d-specific hydantoinase (DHHase), N-carbamoyl-d-amino acid amidohydrolase (DCHase) and hydantoin racemase (HRase) were co-expressed in E. coli in a system designed for the efficient enzymatic production of d-amino acids via a combination of hydantoin hydrolysis and hydantoin racemization. With the use of whole cells, the d-forms of eight amino acids – d-phenylalanine, d-tyrosine, d-tryptophan, O-benzyl-d-serine, d-valine, d-norvaline, d-leucine and d-norleucine – were efficiently converted from the corresponding dl-5-monosubtituted hydantoin compounds.     

Conversion of the catalytic specificity of alanine racemase to a -amino acid aminotransferase activity by a double active-site mutation

Alanine racemase depending on pyridoxal 5′-phosphate catalyzes the interconversion between - and -alanine. The enzyme from Bacillus stearothermophilus catalyzes the transamination as a side reaction with both substrates once per 3×10⁷ times of the racemization. In this work, we studied the effects of the mutation of Arg219, and that of Arg219 and Tyr265 on the catalysis of Bacillus alanine racemase. Arg219 interacting with pyridinium nitrogen of the cofactor is conserved in all alanine racemases. The corresponding residue of aminotransferases is an acidic residue, such as glutamate or aspartate. Mutation of Arg219 to a glutamyl residue resulted in a 5.4-fold increase in the forward half transamination activity with -alanine and a 10³-fold decrease in the racemase activity. The double mutation, Arg219→Glu and Tyr265→Ala, completely abolished the racemase activity and increased the forward half transaminase activity 6.6-fold. Arg219 is one of the structural determinants of the catalytic specificity of the alanine racemase.     

Activities of anionic and cationic trypsins in the temperature range from 5 to 37 degrees C. Mutant anionic trypsins as a model of cold-adapted (psychrophilic) enzymes

Temperature dependences of kinetic constants (k _cat and K _m) were studied for enzymatic hydrolysis of N-succinyl-L-alanyl-L-alanyl-L-prolyl-L-arginine-p-nitroanilide and N-succinyl-L-alanyl-L-alanyl-L-prolyl-L-lysine-p-nitroanilide by bovine cationic and rat anionic (wild-type and mutant) trypsins. The findings were compared with the corresponding literature data for hydrolysis of N-benzoyl-DL-arginine-p-nitroanilide by bovine cationic trypsin and natural trypsins of coldadapted fishes. The anionic and cationic trypsins were found to differ in organization of the S₁ -substrate-binding pocket. The difference in the binding of lysine and arginine residues to this site (S₁) was also displayed by opposite temperature dependences of hydrolysis constants for the corresponding substrates by the anionic and cationic trypsins. The data suggest that the effect of any factor on the binding of substrates (the K _m value) to the anionic and cationic trypsins and on the catalytic activity k _cat should be compared only with the corresponding data for the natural enzyme of the same type. Mutants of rat anionic trypsin at residues K188 or Y228 were prepared by site-directed mutagenesis as approximate models of natural psychrophilic trypsins. Substitution of the charged lysine residue in position 188 by hydrophobic phenylalanine residue shifted the pH optimum of the resulting mutant trypsin K188F from 8.0 to 9.0-10.0, similarly to the case of some natural psychrophilic trypsins, and also 1.5-fold increased its catalytic activity at low temperatures as compared to the wild-type enzyme.