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1.
Biotechnol J ; 18(10): e2300120, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37337619

ABSTRACT

BACKGROUND: Biocatalysis in high-concentration organic solvents has been applied to produce various industrial products with many advantages. However, using enzymes in organic solvents often suffers from inactivation or decreased catalytic activity and stability. An R-selective ω-amine transaminase from Aspergillus terreus (AtATA) exhibited activity toward 1-acetylnaphthalene. However, AtATA displayed unsatisfactory organic solvent resistance, which is required to enhance the solubility of the hydrophobic substrate 1-acetylnaphthalene. So, improving the tolerance of enzymes in organic solvents is essential. MAIN METHODS AND RESULTS: The method of regional random mutation combined with combinatorial mutation was used to improve the resistance of AtATA in organic solvents. Enzyme surface areas are structural elements that undergo reversible conformational transitions, thus affecting the stability of the enzyme in organic solvents. Herein, three surface areas containing three loops were selected as potential mutation regions. And the "best" mutant T23I/T200K/P260S (M3) was acquired. In different concentrations of dimethyl sulfoxide (DMSO), the catalytic efficiency (kcat /Km ) toward 1-acetylnaphthalene and the stability (half-life t1/2 ) were higher than the wild-type (WT) of AtATA. The results of decreased Root Mean Square Fluctuation (RMSF) values via 20-ns molecular dynamics (MD) simulations under 15%, 25%, 35%, and 45% DMSO revealed that mutant M3 had lower flexibility, acquiring a more stable protein structure and contributing to its organic solvents stability than WT. Furthermore, M3 was applied to convert 1-acetylnaphthalene for synthesizing (R)-(+)-1(1-naphthyl)-ethylamine ((R)-NEA), which was an intermediate of Cinacalcet Hydrochloride for the treatment of secondary hyperthyroidism and hypercalcemia. Moreover, in a 20-mL scale-up experiment, 10 mM 1-acetylnaphthalene can be converted to (R)-NEA with 85.2% yield and a strict R-stereoselectivity (enantiomeric excess (e.e.) value >99.5%) within 10 h under 25% DMSO. CONCLUSION: The beneficial mutation sites were identified to tailor AtATA's organic solvents stability via regional random mutation. The "best" mutant T23I/T200K/P260S (M3) holds great potential application for the synthesis of (R)-NEA.

2.
Molecules ; 27(18)2022 Sep 18.
Article in English | MEDLINE | ID: mdl-36144828

ABSTRACT

Salvianic acid A (SAA), as the main bioactive component of the traditional Chinese herb Salvia miltiorrhiza, has important application value in the treatment of cardiovascular diseases. In this study, a two-step bioprocess for the preparation of SAA from l-DOPA was developed. In the first step, l-DOPA was transformed to 3,4-dihydroxyphenylalanine (DHPPA) using engineered Escherichia coli cells expressing membrane-bound L-amino acid deaminase from Proteus vulgaris. After that, the unpurified DHPPA was directly converted into SAA by permeabilized recombinant E. coli cells co-expressing d-lactate dehydrogenase from Pediococcus acidilactici and formate dehydrogenase from Mycobacterium vaccae N10. Under optimized conditions, 48.3 mM of SAA could be prepared from 50 mM of l-DOPA, with a yield of 96.6%. Therefore, the bioprocess developed here was not only environmentally friendly, but also exhibited excellent production efficiency and, thus, is promising for industrial SAA production.


Subject(s)
Escherichia coli , Levodopa , Biocatalysis , Escherichia coli/genetics , Formate Dehydrogenases , Phenylpyruvic Acids
3.
Biotechnol Lett ; 43(10): 2027-2034, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34308525

ABSTRACT

OBJECTIVES: γ-amino butyric acid (GABA) is a non-protein amino acid, considered a potent bioactive compound. This study focused on biosynthesis of food-grade GABA by immobilized glutamate decarboxylase (GAD) from Lactobacillus plantarum in the rice vinegar and monosodium glutamate (MSG) reaction system. RESULTS: The gene encoding glutamate decarboxylase (GadB) from L. plantarum has been heterologously expressed in Lactococcus lactis and biochemically characterized. Recombinant GadB existed as a homodimer, and displayed maximal activity at 40 °C and pH 5.0. The Km value and catalytic efficiency (kcat/Km) of GadB for L-Glu was 22.33 mM and 62.4 mM-1 min-1, respectively, with a specific activity of 24.97 U/mg protein. Then, purified GadB was encapsulated in gellan gum beads. Compared to the free enzyme, immobilized GadB showed higher operational and storage stability. Finally, 9.82 to 21.48 g/L of GABA have been acquired by regulating the amounts of catalyst microspheres ranging from 0.5 to 0.8 g (wet weight) in 0.8 mL of the designed rice vinegar and MSG reaction system. CONCLUSIONS: The method of production GABA by immobilized GadB microspheres mixed in the rice vinegar and MSG reaction system is introduced herein for the first time. Especially, the results obtained here meet the increased interest in the harnessing of biocatalyst to synthesize food-grade GABA.


Subject(s)
Bacterial Proteins/metabolism , Enzymes, Immobilized/metabolism , Glutamate Decarboxylase/metabolism , Lactobacillus plantarum/enzymology , gamma-Aminobutyric Acid/metabolism , Acetic Acid/chemistry , Enzyme Stability , Oryza , Polysaccharides, Bacterial/chemistry , Sodium Glutamate/chemistry
4.
Front Chem ; 9: 664156, 2021.
Article in English | MEDLINE | ID: mdl-33937200

ABSTRACT

Transaminases that promote the amination of ketones into amines are an emerging class of biocatalysts for preparing a series of drugs and their intermediates. One of the main limitations of (R)-selective amine transaminase from Aspergillus terreus (At-ATA) is its weak thermostability, with a half-life (t 1/2) of only 6.9 min at 40°C. To improve its thermostability, four important residue sites (E133, D224, E253, and E262) located on the surface of At-ATA were identified using the enzyme thermal stability system (ETSS). Subsequently, 13 mutants (E133A, E133H, E133K, E133R, E133Q, D224A, D224H, D224K, D224R, E253A, E253H, E253K, and E262A) were constructed by site-directed mutagenesis according to the principle of turning the residues into opposite charged ones. Among them, three substitutions, E133Q, D224K, and E253A, displayed higher thermal stability than the wild-type enzyme. Molecular dynamics simulations indicated that these three mutations limited the random vibration amplitude in the two α-helix regions of 130-135 and 148-158, thereby increasing the rigidity of the protein. Compared to the wild-type, the best mutant, D224K, showed improved thermostability with a 4.23-fold increase in t 1/2 at 40°C, and 6.08°C increase in T 50 10 . Exploring the three-dimensional structure of D224K at the atomic level, three strong hydrogen bonds were added to form a special "claw structure" of the α-helix 8, and the residues located at 151-156 also stabilized the α-helix 9 by interacting with each other alternately.

5.
Molecules ; 25(3)2020 Feb 06.
Article in English | MEDLINE | ID: mdl-32041144

ABSTRACT

Glutamate decarboxylase (GAD; EC 4.1.1.15) is a unique pyridoxal 5-phosphate (PLP)-dependent enzyme that specifically catalyzes the decarboxylation of L-glutamic acid to produce γ-aminobutyric acid (GABA), which exhibits several well-known physiological functions. However, glutamate decarboxylase from different sources has the common problem of poor thermostability that affects its application in industry. In this study, a parallel strategy comprising sequential analysis and free energy calculation was applied to identify critical amino acid sites affecting thermostability of GAD and select proper mutation contributing to improve structure rigidity of the enzyme. Two mutant enzymes, D203E and S325A, with higher thermostability were obtained, and their semi-inactivation temperature (T5015) values were 2.3 °C and 1.4 °C higher than the corresponding value of the wild-type enzyme (WT), respectively. Moreover, the mutant, S325A, exhibited enhanced activity compared to the wild type, with a 1.67-fold increase. The parallel strategy presented in this work proved to be an efficient tool for the reinforcement of protein thermostability.


Subject(s)
Glutamate Decarboxylase/metabolism , Amino Acid Sequence , Amino Acids/genetics , Amino Acids/metabolism , Glutamate Decarboxylase/genetics , Mutation/genetics , Sequence Alignment , Temperature
6.
Molecules ; 24(7)2019 Mar 27.
Article in English | MEDLINE | ID: mdl-30934681

ABSTRACT

Enhancing the thermostability of (R)-selective amine transaminases (AT-ATA) will expand its application in the asymmetric synthesis of chiral amines. In this study, mutual information and coevolution networks of ATAs were analyzed by the Mutual Information Server to Infer Coevolution (MISTIC). Subsequently, the amino acids most likely to influence the stability and function of the protein were investigated by alanine scanning and saturation mutagenesis. Four stabilized mutants (L118T, L118A, L118I, and L118V) were successfully obtained. The best mutant, L118T, exhibited an improved thermal stability with a 3.7-fold enhancement in its half-life (t1/2) at 40 °C and a 5.3 °C increase in T5010 compared to the values for the wild-type protein. By the differential scanning fluorimetry (DSF) analysis, the best mutant, L118T, showed a melting temperature (Tm) of 46.4 °C, which corresponded to a 5.0 °C increase relative to the wild-type AT-ATA (41.4 °C). Furthermore, the most stable mutant L118T displayed the highest catalytic efficiency among the four stabilized mutants.


Subject(s)
Aspergillus/physiology , Mutation , Transaminases/metabolism , Amines/chemistry , Amines/metabolism , Enzyme Stability , Kinetics , Molecular Conformation , Mutagenesis, Site-Directed , Structure-Activity Relationship , Thermodynamics , Transaminases/chemistry
7.
J Biotechnol ; 293: 8-16, 2019 Mar 10.
Article in English | MEDLINE | ID: mdl-30703468

ABSTRACT

Amine transaminases are a class of efficient and industrially-desired biocatalysts for the production of chiral amines. In this study, stabilized variants of the (R)-selective amine transaminase from Aspergillus terreus (AT-ATA) were constructed by consensus mutagenesis. Using Consensus Finder (http://cbs-kazlab.oit.umn.edu/), six positions with the most prevalent amino acid (over 60% threshold) among the homologous family members were identified. Subsequently, these six residues were individually mutated to match the consensus sequence (I77 L, Q97E, H210N, N245D, G292D, and I295 V) using site-directed mutagenesis. Compared to that of the wild-type, the thermostability of all six single variants was improved. The H210N variant displayed the largest shift in thermostability, with a 3.3-fold increase in half-life (t1/2) at 40 °C, and a 4.6 °C increase in T5010 among the single variants. In addition, the double mutant H210N/I77L displayed an even larger shift with 6.1-fold improvement of t1/2 at 40 °C, and a 6.6 °C increase in T5010. Furtherly, the H210N/I77L mutation was introduced into the previously engineered thermostable AT-ATA by the introduction of disulfide bonds, employing B-factor and folding free energy (ΔΔGfold) calculations. Our results showed that the combined variant H210N/I77L/M150C-M280C had the largest shift in thermostability, with a 16.6-fold improvement of t1/2 and a 11.8 °C higher T5010.


Subject(s)
Aspergillus/enzymology , Fungal Proteins/genetics , Transaminases/genetics , Amines/chemistry , Catalysis , Enzyme Stability , Escherichia coli/genetics , Fungal Proteins/chemistry , Hot Temperature , Molecular Dynamics Simulation , Mutagenesis, Site-Directed , Stereoisomerism , Transaminases/chemistry
8.
J Biosci Bioeng ; 128(2): 123-128, 2019 Aug.
Article in English | MEDLINE | ID: mdl-30738730

ABSTRACT

γ-Aminobutyrate (GABA) is an important chemical in pharmaceutical field. The use of lactic acid bacteria as biocatalysts for the conversion of l-monosodium glutamate (MSG) into GABA opens interesting perspectives for the production of this functional compound. In this work, an engineered GABA high-producing strain Lactobacillus brevis GadAΔC14 was constructed by overexpressing a C-terminally truncated GadA mutant, which is active in expanded pH range. After comparison with agar and κ-carrageenan, gellan gum was selected as the optimal immobilization support, and the properties of L. brevis GadAΔC14 cells encapsulated in this hydrogel were examined. The optimum pH and temperature of immobilized cells were found to be 40°C and pH 4.4, respectively. It was also observed that operational and thermal stabilities of the cells were increased with immobilization. After ten consecutive reaction cycles, the total amounts of GABA produced by the immobilized cells summed up to 87.56 g/L under the optimum experimental conditions. Taken together, the improved stability and good usability make the immobilized L. brevis GadAΔC14 cells more valuable for industrial applications.


Subject(s)
Cells, Immobilized/metabolism , Genetic Engineering , Levilactobacillus brevis/cytology , Levilactobacillus brevis/genetics , Microspheres , Polysaccharides, Bacterial/chemistry , gamma-Aminobutyric Acid/biosynthesis , Fermentation , Hydrogen-Ion Concentration , Levilactobacillus brevis/metabolism , Temperature
9.
Biochem Biophys Res Commun ; 503(3): 1703-1709, 2018 09 10.
Article in English | MEDLINE | ID: mdl-30049439

ABSTRACT

Glutamate decarboxylase (GAD), which is a unique pyridoxal 5-phosphate (PLP)-dependent enzyme, can catalyze α-decarboxylation of l-glutamate (L-Glu) to γ-aminobutyrate (GABA). The crystal structure of GAD in complex with PLP from Lactobacillus brevis CGMCC 1306 was successfully solved by molecular-replacement, and refined at 2.2 Šresolution to an Rwork factor of 18.76% (Rfree = 23.08%). The coenzyme pyridoxal 5-phosphate (PLP) forms a Schiff base with the active-site residue Lys279 by continuous electron density map, which is critical for catalysis by PLP-dependent decarboxylase. Gel filtration showed that the active (pH 4.8) and inactive (pH 7.0) forms of GAD are all dimer. The residues (Ser126, Ser127, Cys168, Ile211, Ser276, His278 and Ser321) play important roles in anchoring PLP cofactor inside the active site and supporting its catalytic reactivity. The mutant T215A around the putative substrate pocket displayed an 1.6-fold improvement in catalytic efficiency (kcat/Km) compared to the wild-type enzyme (1.227 mM-1 S-1 versus 0.777 mM-1 S-1), which was the highest activity among all variants tested. The flexible loop (Tyr308-Glu312), which is positioned near the substrate-binding site, is involved in the catalytic reaction, and the conserved residue Tyr308 plays a vital role in decarboxylation of L-Glu.


Subject(s)
Glutamate Decarboxylase/chemistry , Glutamate Decarboxylase/metabolism , Levilactobacillus brevis/enzymology , Molecular Docking Simulation , Amino Acid Sequence , Crystallography, X-Ray , Glutamate Decarboxylase/genetics , Mutagenesis, Site-Directed , Sequence Alignment
10.
Biotechnol Appl Biochem ; 65(2): 255-262, 2018 Mar.
Article in English | MEDLINE | ID: mdl-28639260

ABSTRACT

To improve the thermostability of (R)-selective amine transaminase from Aspergillus terreus (AT-ATA), we used computer software Disulfide by Design and Modelling of Disulfide Bonds in Proteins to identify mutation sites where the disulfide bonds were most likely to form. We obtained three stabilized mutants (N25C-A28C, R131C-D134C, M150C-M280C) from seven candidates by site-directed mutagenesis. Compared to the wild type, the best two mutants N25C-A28C and M150C-M280C showed improved thermal stability with a 3.1- and 3.6-fold increase in half-life (t1/2 ) at 40 °C and a 4.6 and 5.1 °C increase in T5010 . In addition, the combination of mutant R131C-D134C and M150C-M280C displayed the largest shift in thermostability with a 4.6-fold increase in t1/2 at 40 °C and a 5.5 °C increase in T5010 . Molecular dynamics simulation indicated that mutations of N25C-A28C and M150C-M280C lowered the overall root mean square deviation for the overall residues at elevated temperature and consequently increased the protein rigidity. The stabilized mutation of R131C-D134C was in the region of high mobility and on the protein surface, and the disulfide bond constraints the flexibility of loop 121-136.


Subject(s)
Aspergillus/enzymology , Transaminases/chemistry , Aspergillus/chemistry , Aspergillus/genetics , Aspergillus/metabolism , Disulfides/chemistry , Enzyme Stability , Models, Molecular , Mutagenesis, Site-Directed , Mutation , Protein Conformation , Pyruvates/metabolism , Substrate Specificity , Temperature , Transaminases/genetics , Transaminases/metabolism
11.
J Agric Food Chem ; 65(4): 858-866, 2017 Feb 01.
Article in English | MEDLINE | ID: mdl-28067044

ABSTRACT

Gamma-aminobutyrate (GABA) is an important chemical in the pharmaceutical field. GABA-producing lactic acid bacteria (LAB) offer the opportunity of developing this health-oriented product. In this study, the gadA, gadB, gadC, gadCB, and gadCA gene segments of Lactobacillus brevis were cloned into pMG36e, and strain Lb. brevis/pMG36e-gadA was selected for thorough characterization in terms of GABA production after analysis of GAD activities. Subsequently, a physiology-oriented engineering strategy was adopted to construct an FoF1-ATPase deficient strain NRA6 with higher GAD activity. As expected, strain NRA6 could produce GABA at a concentration of 43.65 g/L with a 98.42% GABA conversion rate in GYP fermentation medium, which is 1.22-fold higher than that obtained by the wild-type strain in the same condition. This work demonstrates how the acid stress response mechanisms of LAB can be employed to develop cell factories with improved production efficiency and contributes to research into the development of the physiology-oriented engineering.


Subject(s)
Levilactobacillus brevis/metabolism , gamma-Aminobutyric Acid/biosynthesis , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Fermentation , Levilactobacillus brevis/genetics , Metabolic Engineering
12.
Int J Biol Macromol ; 65: 246-51, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24480255

ABSTRACT

Chitosan was prepared by alkaline N-deacetylation of ß-chitin and hydroxypropyl derivatives with different degrees of substitution (DS) were synthesized. It was characterized by Fourier transform infrared (FT-IR) and elemental analysis. The DS of hydroxypropyl chitosan (HPCS) calculated by an element analyzer were 0.42, 0.75, 1.20, 1.82 and 2.25. HPCS showed better foam capacity and stability than that of chitosan, and the effectiveness correlated well with the DS of HPCS. The highest bile acid-binding capacity of all five HPCS reached 56.02 mg/g, which was 4.0-fold higher than that of chitosan. The scavenging ability of HPCS against hydroxyl and ABTS radicals improved with increasing concentration. The correlation between the hydroxypropyl content (DS) of HPCS and scavenging ABTS radical ability was positive. The hydroxyl radicals scavenging activity of HPCS correlated well with its increasing concentration, and EC50 values were below 12.5 mg/mL. These results indicated that hydroxypropylation is a possible approach to obtain chitosan derivatives with desirable physiochemical properties.


Subject(s)
Chemical Phenomena , Chitosan/chemistry , Chitosan/metabolism , Decapodiformes/chemistry , Free Radical Scavengers/chemistry , Free Radical Scavengers/metabolism , Acetylation , Animals , Benzothiazoles/chemistry , Bile Acids and Salts/metabolism , Hydroxyl Radical/chemistry , Structure-Activity Relationship , Sulfonic Acids/chemistry
13.
Carbohydr Polym ; 91(1): 191-7, 2013 Jan 02.
Article in English | MEDLINE | ID: mdl-23044122

ABSTRACT

TEMPO (2,2,6,6-tetramethylpiperidine-1-oxyl radical)-mediated 6-carboxy ß-chitin derivatives (T-chitin) with different carboxylate content were successfully synthesized by controlling the addition level of NaClO as the primary oxidant. The structural and biochemical properties of the derivatives were investigated. The carboxylate contents of the derivatives calculated by electrical conductivity titration were 1.33, 1.68, 1.80, and 2.08 mmol/g, respectively. The yield of T-chitin with carboxylate content of 2.08 mmol/g reached 74.55%. T-chitin exhibited stronger bile acid binding capacities than that of ß-chitin. The scavenging ability of T-chitin against hydroxyl radicals improved with increasing concentration, and EC(50) values were below 1.2 mg/mL. All T-chitin exhibited a strong ferrous ion chelating effect. At 8 mg/mL, the chelating effects of T-chitin with carboxylate content of 0.81 mmol/g reached 80.15%. These results showed that T-chitin had good bile acid binding capacity and antioxidant activities and it may be a potential antioxidant in vitro.


Subject(s)
Animal Shells/chemistry , Chitin/analogs & derivatives , Chitin/chemistry , Chitin/metabolism , Decapodiformes/anatomy & histology , Animals , Bile Acids and Salts/metabolism , Biphenyl Compounds/chemistry , Bromides/chemistry , Carboxylic Acids/analysis , Cyclic N-Oxides/chemistry , Free Radical Scavengers/chemistry , Free Radical Scavengers/metabolism , Hydroxyl Radical/chemistry , Iron Chelating Agents/chemistry , Iron Chelating Agents/metabolism , Oxidation-Reduction , Picrates/chemistry , Sodium Compounds/chemistry , Sodium Hypochlorite/chemistry
14.
Enzyme Microb Technol ; 49(3): 272-6, 2011 Aug 10.
Article in English | MEDLINE | ID: mdl-22112511

ABSTRACT

A pH-sensitive colorimetric assay has been established to quantitatively measure glutamate decarboxylase (GAD) activity in bacterial cell extracts using a microplate format. GAD catalyzes the irreversible α-decarboxylation of L-glutamate to γ-aminobutyrate. The assay is based on the color change of bromocresol green due to an increase in pH as protons are consumed during the enzyme-catalyzed reaction. Bromocresol green was chosen as the indicator because it has a similar pK(a) to the acetate buffer used. The corresponding absorbance change at 620 nm was recorded with a microplate reader as the reaction proceeded. A difference in the enzyme preparation pH and optimal pH for GAD activity of 2.5 did not prevent this method from successfully allowing the determination of reaction kinetic parameters and the detection of improvements in enzymatic activity with a low coefficient of variance. Our assay is simple, rapid, requires minimal sample concentration and can be carried out in robotic high-throughput devices used as standard in directed evolution experiments. In addition, it is also applicable to other reactions that involve a change in pH.


Subject(s)
Bacterial Proteins/analysis , Colorimetry/methods , Glutamate Decarboxylase/analysis , High-Throughput Screening Assays/methods , Levilactobacillus brevis/enzymology , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Bromcresol Green , Buffers , Escherichia coli , Glutamate Decarboxylase/genetics , Glutamate Decarboxylase/metabolism , Glutamic Acid/metabolism , Hydrogen-Ion Concentration , Indicators and Reagents , Kinetics , Levilactobacillus brevis/genetics , Microchemistry/methods , Protons , Recombinant Fusion Proteins/analysis , Recombinant Fusion Proteins/genetics , Robotics , Sensitivity and Specificity , Spectrophotometry
15.
Appl Biochem Biotechnol ; 144(1): 27-36, 2008 Jan.
Article in English | MEDLINE | ID: mdl-18415984

ABSTRACT

Cytochrome P450 BM-3 with the mutations A74G, F87V, and L188Q could catalyze indole to produce indigo and indirubin. To further enhance this capability, site-directed and random mutageneses on the monooxygenase domain of P450 BM-3 mutant (A74G/F87V/L188Q; 3X) were performed. The mutant libraries created by error-prone polymerase chain reaction were screened using a colorimetric colony-based method on agar plates followed by a spectroscopic assay involving in absorption of indigo at 670 nm and NADPH at 340 nm in microtiter plate. Three mutants (K434R/3X, E435D/3X, and D168N/ A225V/K440N/3X) exhibited higher hydroxylation activity toward indole in comparison to parent enzyme. Moreover, using saturation site-directed mutagenesis at amino acid positions 168, 225, 434, 435, and 440, two P450 BM-3 variants (D168H/3X, E435T/3X) with an up to sixfold increase in catalytic efficiency (kcat/Km) were identified, and the mutant D168H/3X acquired higher regioselectivity resulting in more indigo (dimerized 3hydroxy-indole) compared to parent mutant (93 vs 72%).


Subject(s)
Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Indoles/metabolism , Mixed Function Oxygenases/genetics , Mixed Function Oxygenases/metabolism , Bacillus megaterium/enzymology , Bacillus megaterium/genetics , Bacterial Proteins/chemistry , Base Sequence , Catalytic Domain/genetics , Cytochrome P-450 Enzyme System/chemistry , DNA, Bacterial/genetics , Directed Molecular Evolution , Hydroxylation , Indigo Carmine , Kinetics , Mixed Function Oxygenases/chemistry , Models, Molecular , Mutagenesis , Mutagenesis, Site-Directed , NADPH-Ferrihemoprotein Reductase , Protein Conformation , Recombinant Proteins/chemistry , Recombinant Proteins/genetics , Recombinant Proteins/metabolism
16.
J Chromatogr B Analyt Technol Biomed Life Sci ; 852(1-2): 167-73, 2007 Jun 01.
Article in English | MEDLINE | ID: mdl-17287153

ABSTRACT

The hydrophobically modified ethylene oxide polymer, HM-EO, was modified with an alkyl halide to prepare a hyamine-type HM-EO, named N-Me-HM-EO, which could be used for forming N-Me-HM-EO/buffer aqueous micellar two-phase system. The critical micelle concentration of N-Me-HM-EO solution and the phase diagrams of N-Me-HM-EO/buffer systems were determined. By using this novel aqueous micellar two-phase system, the separation of cytochrome P450 BM-3 from cell extract was explored. The partitioning behavior of P450 BM-3 in N-Me-HM-EO/buffer systems was measured. The influences of some factors such as total proteins concentration, pH, temperature and salt concentration, on the partitioning coefficients of P450 BM-3 were investigated. Since the micellar aggregates in the N-Me-HM-EO enriched phase were positively charged, it was possible to conduct the proteins with different charges to top or bottom phases by adjusting pH and salt concentration in the system. A separation scheme consisting of two consecutive aqueous two-phase extraction steps was proposed: the first extraction with N-Me-HM-EO/buffer system at pH 8.0, and the second extraction in the same system at pH 6.0. The recovery of P450 BM-3 was 73.3% with the purification factor of 2.5. The results indicated that the aqueous micellar two-phase system composed of hyamine modified polysoap has a promising application for selective separation of biomolecules depending on the enhanced electrostatic interactions between micelles and proteins.


Subject(s)
Bacterial Proteins/isolation & purification , Benzethonium/analogs & derivatives , Cytochrome P-450 Enzyme System/isolation & purification , Ethylene Oxide/chemistry , Micelles , Mixed Function Oxygenases/isolation & purification , Bacterial Proteins/metabolism , Benzethonium/chemistry , Cytochrome P-450 Enzyme System/metabolism , Hydrogen-Ion Concentration , Mixed Function Oxygenases/metabolism , NADPH-Ferrihemoprotein Reductase
17.
Biotechnol Bioeng ; 96(5): 924-31, 2007 Apr 01.
Article in English | MEDLINE | ID: mdl-16952178

ABSTRACT

The biotransformation of L-sodium glutamate (L-MSG) to gamma-aminobutyric acid (GABA) catalyzed by the cells of Lactobacillus brevis with higher glutamate decarboxylase activity was investigated. The results showed that pH, temperature, and FeSO(4) x 7H(2)O concentration had significantly positive effect on GABA yield. The individual and interactive effects of pH, temperature, and FeSO(4) x 7H(2)O concentration were further optimized in terms of GABA yield. In the present work, an artificial neural network (ANN) and response surface methodology (RSM) models were developed, which incorporated pH, temperature, and FeSO(4) x 7H(2)O concentration as input variables, and GABA yield as output variable. The optimized ANN topology included four neurons in the hidden layer and the best network architecture was 3-4-1. The trained ANN gave total root-mean square error (sigma) equal to 1.84 for GABA yield while the RSM gave sigma equal to 2.63. The results demonstrated a slightly higher prediction accuracy of ANN compared to RSM. The modeled maximum GABA yield was identified by applying particle swarm optimization algorithm to the ANN model developed. The modeled maximum GABA yield reached 91 mM under the following optimal conditions: 25 mL Na(2)HPO(4)-citric acid buffer (100 mM, pH 4.23), 120 mM L-MSG, 0.83 g/L FeSO(4) x 7H(2)O, 10 microM PLP, the resting cells obtained from a 60-h culture broth, 2.68 g dry cell weight (DCW)/L, and without agitation at 40 degrees C for 5 h. The previous high value of GABA yield that was observed was 81.8 mM. The optimized conditions allowed GABA yield to be increased from 81.8 to 90.57 mM after verification experiments test.


Subject(s)
Algorithms , Neural Networks, Computer , gamma-Aminobutyric Acid/metabolism , Catalysis , Computer Simulation , Expert Systems , Glutamate Decarboxylase/metabolism , Hydrogen-Ion Concentration , Models, Biological , Sodium Glutamate/metabolism , Temperature
18.
J Zhejiang Univ Sci B ; 8(1): 27-32, 2007 Jan.
Article in English | MEDLINE | ID: mdl-17173359

ABSTRACT

Factorial design and response surface techniques were used to design and optimize increasing P450 BM-3 expression in E. coli. Operational conditions for maximum production were determined with twelve parameters under consideration: the concentration of FeCl(3), induction at OD(578) (optical density measured at 578 nm), induction time and inoculum concentration. Initially, Plackett-Burman (PB) design was used to evaluate the process variables relevant in relation to P450 BM-3 production. Four statistically significant parameters for response were selected and utilized in order to optimize the process. With the 416C model of hybrid design, response surfaces were generated, and P450 BM-3 production was improved to 57.90x10(-3) U/ml by the best combinations of the physicochemical parameters at optimum levels of 0.12 mg/L FeCl(3), inoculum concentration of 2.10%, induction at OD(578) equal to 1.07, and with 6.05 h of induction.


Subject(s)
Bacterial Proteins/biosynthesis , Cytochrome P-450 Enzyme System/biosynthesis , Mixed Function Oxygenases/biosynthesis , Bacillus megaterium/enzymology , Bacillus megaterium/genetics , Bacterial Proteins/genetics , Biotechnology , Cytochrome P-450 Enzyme System/genetics , Escherichia coli/enzymology , Escherichia coli/genetics , Fermentation , Mixed Function Oxygenases/genetics , NADPH-Ferrihemoprotein Reductase , Recombinant Proteins/biosynthesis , Recombinant Proteins/genetics
19.
Biotechnol Lett ; 28(22): 1811-5, 2006 Nov.
Article in English | MEDLINE | ID: mdl-16912920

ABSTRACT

Batch fermentation by Streptomyces pristinaespiralis with the addition of adsorbent resins was used to increase the production of pristinamycin. In consideration of the adsorption capacity and the desorption ability, a polymeric resin, JD-1, was finally selected. The maximum production of pristinamycin in Erlenmeyer flasks went up to 1.13 from 0.4 g l(-1), by adding 12% (w/v) resin JD-1 into the culture broth at 20 h after inoculation. In a 3 l bioreactor, pristinamycin fermentation with the addition of 12% (w/v) resin JD-1 at 20 h after inoculation reached 0.8 g l(-1), which was a 1.25-fold increase over fermentation without resin.


Subject(s)
Anti-Bacterial Agents/biosynthesis , Bioreactors , Biotechnology/methods , Fermentation , Pristinamycin/biosynthesis , Resins, Plant/chemistry , Streptomyces/metabolism , Adsorption , Anti-Bacterial Agents/chemistry , Biochemistry/methods , Hydrogen-Ion Concentration , Mutation , Pristinamycin/chemistry , Time Factors
20.
Biotechnol Bioeng ; 87(2): 228-33, 2004 Jul 20.
Article in English | MEDLINE | ID: mdl-15236252

ABSTRACT

The diameter, membrane thickness, and compression intensity of hollow Ca-alginate capsules were measured at different gelation conditions, such as the reactant concentration, dropping velocity, and gelation time. The optimum operation conditions for preparing capsules were determined at 100 g/L CaCl(2), 10 g/L sodium alginate (Na-alginate), a dropping velocity of 150 droplets/min, and a gelation time of 10 min. Diffusion of some saccharide and amino acid from bulk solution into capsules was investigated, and the diffusion coefficients were calculated by the developed mathematical model. All the tested substances can diffuse easily into the capsules. The combined diffusion coefficients of the capsule D(m) are 92-99% as large as their diffusion coefficients in pure water, while the diffusion coefficients in the capsule membrane D(1) are 60-95% as large as those. By employing polyethylene glycol (PEG) and bovine serum albumin (fraction V) (BSA(V)), the molecular weight cut-off of the capsule was determined. For linear macromolecules, hollow Ca-alginate capsules have a molecular weight cut-off of 4000. No diffusion of BSA(V) into the capsules was observed.


Subject(s)
Alginates/chemistry , Biocompatible Materials/chemistry , Glucuronic Acid/chemistry , Hexuronic Acids/chemistry , Amino Acids/chemistry , Calcium Chloride/chemistry , Capsules/chemistry , Carboxymethylcellulose Sodium/chemistry , Compressive Strength , Diffusion , Diffusion Chambers, Culture , Glucose/chemistry , Lactose/chemistry , Membranes, Artificial , Permeability , Polyethylene Glycols/chemistry , Time Factors
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