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Nath A, Szécsi G, Csehi B, Mednyánszky Z, Kiskó G, Bányai É, Dernovics M, Koris A. Production of Hypoallergenic Antibacterial Peptides from Defatted Soybean Meal in Membrane Bioreactor: A Bioprocess Engineering Study with Comprehensive Product Characterization. Food Technol Biotechnol 2017; 55:308-324. [PMID: 29089846 PMCID: PMC5654427 DOI: 10.17113/ftb.55.03.17.5040] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Accepted: 05/19/2017] [Indexed: 11/12/2022] Open
Abstract
Hypoallergenic antibacterial low-molecular-mass peptides were produced from defatted soybean meal in a membrane bioreactor. In the first step, soybean meal proteins were digested with trypsin in the bioreactor, operated in batch mode. For the tryptic digestion of soybean meal protein, optimum initial soybean meal concentration of 75 g/L, temperature of 40 °C and pH=9.0 were determined. After enzymatic digestion, low-molecular-mass peptides were purified with cross-flow flat sheet membrane (pore size 100 µm) and then with tubular ceramic ultrafiltration membrane (molecular mass cut-off 5 kDa). Effects of transmembrane pressure and the use of a static turbulence promoter to reduce the concentration polarization near the ultrafiltration membrane surface were examined and their positive effects were proven. For the filtration with ultrafiltration membrane, transmembrane pressure of 3·105 Pa with 3-stage discontinuous diafiltration was found optimal. The molecular mass distribution of purified peptides using ultrafiltration membrane was determined by a liquid chromatography-electrospray ionization quadrupole time-of-flight mass spectrometry setup. More than 96% of the peptides (calculated as relative frequency) from the ultrafiltration membrane permeate had the molecular mass M≤1.7 kDa and the highest molecular mass was found to be 3.1 kDa. The decrease of allergenic property due to the tryptic digestion and membrane filtration was determined by an enzyme-linked immunosorbent assay and it was found to exceed 99.9%. It was also found that the peptides purified in the ultrafiltration membrane promoted the growth of Pediococcus acidilactici HA6111-2 and they possessed antibacterial activity against Bacillus cereus.
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Affiliation(s)
- Arijit Nath
- Department of Food Engineering, Faculty of Food Science, Szent István University, Ménesi st 44,
HU-1118 Budapest, Hungary
| | - Gábor Szécsi
- Department of Food Engineering, Faculty of Food Science, Szent István University, Ménesi st 44,
HU-1118 Budapest, Hungary
| | - Barbara Csehi
- Department of Refrigeration and Livestock Product Technology, Faculty of Food Science,
Szent István University, Ménesi st 43–45, HU-1118 Budapest, Hungary
| | - Zsuzsa Mednyánszky
- Department of Food Chemistry and Nutrition, Faculty of Food Science, Szent István University,
Budapest, Somlói st 14–16, HU-1118 Budapest, Hungary
| | - Gabriella Kiskó
- Department of Food Microbiology and Biotechnology, Faculty of Food Science, Szent István University, Budapest, Somlói st 14–16, HU-1118 Budapest, Hungary
| | - Éva Bányai
- Department of Applied Chemistry, Faculty of Food Science, Szent István University, Budapest,
Villányi st 29–33, HU-1118 Budapest, Hungary
| | - Mihály Dernovics
- Department of Applied Chemistry, Faculty of Food Science, Szent István University, Budapest,
Villányi st 29–33, HU-1118 Budapest, Hungary
| | - András Koris
- Department of Food Engineering, Faculty of Food Science, Szent István University, Ménesi st 44,
HU-1118 Budapest, Hungary
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Mashima A, Kurahashi M, Sasahara K, Yoshida T, Chuman H. Connecting Classical QSAR and LERE Analyses Using Modern Molecular Calculations, LERE-QSAR (VI): Hydrolysis of Substituted Hippuric Acid Phenyl Esters by Trypsin. Mol Inform 2014; 33:802-14. [PMID: 27485426 DOI: 10.1002/minf.201400099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2014] [Accepted: 09/14/2014] [Indexed: 11/08/2022]
Abstract
The reaction mechanism of trypsin was studied by applying DFT and ab initio molecular orbital (MO) calculations to complexes of trypsin with a congeneric series of eight para-substituted hippuric acid phenyl esters, for which a previous quantitative structureactivity relationship (QSAR) study revealed nice linearity of Hammett substitution constant σ(-) with logarithmic values of the MichaelisMenten and catalytic rate constants. Based on the LERE procedure, we performed QSAR analyses on each elementary reaction step during the acylation process. The present calculations showed that the rate-determining step during the acylation process is the transition state (TS) between the enzymesubstrate complex (ES) and tetrahedral intermediate (TET), and that the proton transfer occurs from Ser195 to His57, not between His57 and Asp102. The LERE-QSAR analysis statistically suggested that the variation of overall free-energy changes leading to formation of TS is governed mostly by that of activation energies required to form TS from ES. In spite of a very limited number of congeneric ligands in the current work, it is critically essential to clarify and verify physicochemical meanings of a typical QSAR/Chemoinformatics parameter, Hammett σ(-) based on quantum chemical calculations on the proteinligand kinetics; how Hammett σ(-) behaves in terms of proteinligand interaction energies.
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Affiliation(s)
- Akira Mashima
- Institute of Health Biosciences, The University of Tokushima Graduate School, 1-78 Shomachi, Tokushima 770-8505, Japan phone/fax: +81-88-633-7257/+81-88-633-9508
| | - Masahiro Kurahashi
- Institute of Health Biosciences, The University of Tokushima Graduate School, 1-78 Shomachi, Tokushima 770-8505, Japan phone/fax: +81-88-633-7257/+81-88-633-9508
| | - Katsunori Sasahara
- Institute of Health Biosciences, The University of Tokushima Graduate School, 1-78 Shomachi, Tokushima 770-8505, Japan phone/fax: +81-88-633-7257/+81-88-633-9508
| | - Tatsusada Yoshida
- Institute of Health Biosciences, The University of Tokushima Graduate School, 1-78 Shomachi, Tokushima 770-8505, Japan phone/fax: +81-88-633-7257/+81-88-633-9508
| | - Hiroshi Chuman
- Institute of Health Biosciences, The University of Tokushima Graduate School, 1-78 Shomachi, Tokushima 770-8505, Japan phone/fax: +81-88-633-7257/+81-88-633-9508.
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Kawase M, Sonomoto K, Tanaka A. Inspection of an Acyl-Enzyme Intermediate in a Lipase Reaction by Gas Chromatography-Mass Spectrometry and Modelling of the Reaction Mechanism. ACTA ACUST UNITED AC 2009. [DOI: 10.3109/10242429209014881] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Masaya Kawase
- Laboratory of Industrial Biochemistry, Department of Industrial Chemistry, Faculty of Engineering, Kyoto University, Yoshida, Sakyo-ku, Kyoto, 606, Japan
| | - Kenji Sonomoto
- Laboratory of Industrial Biochemistry, Department of Industrial Chemistry, Faculty of Engineering, Kyoto University, Yoshida, Sakyo-ku, Kyoto, 606, Japan
| | - Atsuo Tanaka
- Laboratory of Industrial Biochemistry, Department of Industrial Chemistry, Faculty of Engineering, Kyoto University, Yoshida, Sakyo-ku, Kyoto, 606, Japan
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4
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Gu W, Frigato T, Straatsma T, Helms V. Dynamisches Protonierungsgleichgewicht der in Wasser gelösten Essigsäure. Angew Chem Int Ed Engl 2007. [DOI: 10.1002/ange.200603583] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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5
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Gu W, Frigato T, Straatsma TP, Helms V. Dynamic Protonation Equilibrium of Solvated Acetic Acid. Angew Chem Int Ed Engl 2007; 46:2939-43. [PMID: 17366497 DOI: 10.1002/anie.200603583] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Wei Gu
- Zentrum für Bioinformatik, Universität des Saarlandes, 66041 Saarbrücken, Germany
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6
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Topiol S, Mercier G, Osman R, Weinstein H. Computational schemes for modeling proton transfer in biological systems: Calculations on the hydrogen bonded complex [CH3OH · H · NH3]+. J Comput Chem 2004. [DOI: 10.1002/jcc.540060610] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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7
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Lill MA, Hutter MC, Helms V. Accounting for Environmental Effects in ab Initio Calculations of Proton Transfer Barriers. J Phys Chem A 2000. [DOI: 10.1021/jp001550m] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Markus A. Lill
- Max-Planck Institute of Biophysics, Kennedyallee 70, 60596 Frankfurt/Main, Germany
| | - Michael C. Hutter
- Max-Planck Institute of Biophysics, Kennedyallee 70, 60596 Frankfurt/Main, Germany
| | - Volkhard Helms
- Max-Planck Institute of Biophysics, Kennedyallee 70, 60596 Frankfurt/Main, Germany
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8
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Li GS, Maigret B, Rinaldi D, Ruiz-L�pez MF. Influence of environment on proton-transfer mechanisms in model triads from theoretical calculations. J Comput Chem 1998. [DOI: 10.1002/(sici)1096-987x(19981130)19:15<1675::aid-jcc1>3.0.co;2-k] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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9
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Li GS, Martins-Costa M, Millot C, Ruiz-López M. AM1/TIP3P molecular dynamics simulation of imidazole proton-relay processes in aqueous solution. Chem Phys Lett 1998. [DOI: 10.1016/s0009-2614(98)01128-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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10
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Takeda-Shitaka M, Umeyama H. Elucidation of the cause for reduced activity of abnormal human plasmin containing an Ala55-Thr mutation: importance of highly conserved Ala55 in serine proteases. FEBS Lett 1998; 425:448-52. [PMID: 9563511 DOI: 10.1016/s0014-5793(98)00280-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
In serine proteases, Ala55 is highly conserved and located just behind the catalytic triad. That the activity of human plasmin is reduced by the A55T substitution indicates the importance of Ala55 in catalysis. In the present study, the 3-D model of A55T human plasmin shows that an unusual hydrogen bond between Thr55 Ogamma1 and His57 Nepsilon2 alters His57 into an inactive conformation in which His57 cannot accept a proton from Ser195 as a catalytic base. Our results demonstrate that Ala55 contributes heavily to the active conformation of His57 and ensures the proton transfer from Ser195 to His57.
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Affiliation(s)
- M Takeda-Shitaka
- School of Pharmaceutical Sciences, Kitasato University, Tokyo, Japan.
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11
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Vasilyev V. Tetrahedral intermediate formation in the acylation step of acetylcholinesterases. A combined quantum chemical and molecular mechanical model. ACTA ACUST UNITED AC 1994. [DOI: 10.1016/s0166-1280(96)80005-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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12
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Abstract
The motions of water molecules, the acyl moiety, the catalytic triad, and the oxyanion binding site of acyl-chymotrypsin were studied by means of a stochastic boundary molecular dynamics simulation. A water molecule that could provide the nucleophilic OH- for the deacylation stage of the catalysis was found to be trapped between the imidazole ring of His-57 and the carbonyl carbon of the acyl group. It makes a hydrogen bond with the N epsilon 2 of His-57 and is held in place through a network of hydrogen-bonded water molecules in the active site. The water molecule was found as close as 2.8 A to the carbonyl carbon. This appears to be due to the constraints imposed by nonbonded interaction in the active site. Configurations were found in which one hydrogen of the trapped water shared a bifurcated hydrogen bond with His-57-N epsilon 2 and Ser-195-O gamma, with the water oxygen very close to the carbonyl carbon. The existence of such a water molecule suggests that large movement of the His-57 imidazole ring between positions suitable for providing general-base catalyzed assistance and for providing general-acid catalyzed assistance may not be required during the reaction. The simulation indicates that the side chains of residues involved in catalysis (i.e., His-57, Ser-195, and Asp-102) are significantly less flexible than other side chains in the protein. The 40% reduction in rms fluctuations is consistent with a comparable reduction calculated from the temperature factors obtained in the X-ray crystallographic data of gamma-chymotrypsin. The greater rigidity of active site residues seems to result from interconnected hydrogen bonding networks among the residues and between the residues and the solvent water in the active site.
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Affiliation(s)
- S Nakagawa
- Department of Chemistry, Harvard University, Cambridge, Massachusetts 02138
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13
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Sessions RB, Dauber-Osguthorpe P, Campbell MM, Osguthorpe DJ. Modeling of substrate and inhibitor binding to phospholipase A2. Proteins 1992; 14:45-64. [PMID: 1409562 DOI: 10.1002/prot.340140107] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Molecular graphics and molecular mechanics techniques have been used to study the mode of ligand binding and mechanism of action of the enzyme phospholipase A2. A substrate-enzyme complex was constructed based on the crystal structure of the apoenzyme. The complex was minimized to relieve initial strain, and the structural and energetic features of the resultant complex analyzed in detail, at the molecular and residue level. The minimized complex was then used as a basis for examining the action of the enzyme on modified substrates, binding of inhibitors to the enzyme, and possible reaction intermediate complexes. The model is compatible with the suggested mechanism of hydrolysis and with experimental data about stereoselectivity, efficiency of hydrolysis of modified substrates, and inhibitor potency. In conclusion, the model can be used as a tool in evaluating new ligands as possible substrates and in the rational design of inhibitors, for the therapeutic treatment of diseases such as rheumatoid arthritis, atherosclerosis, and asthma.
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Affiliation(s)
- R B Sessions
- Molecular Graphics Unit, University of Bath, United Kingdom
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14
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Waszkowycz B, Hillier IH, Gensmantel N, Payling DW. Combined quantum mechanical–molecular mechanical study of catalysis by the enzyme phospholipase A2: an investigation of the potential energy surface for amide hydrolysis. ACTA ACUST UNITED AC 1991. [DOI: 10.1039/p29910002025] [Citation(s) in RCA: 30] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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15
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16
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Craik CS, Roczniak S, Sprang S, Fletterick R, Rutter W. Redesigning trypsin via genetic engineering. J Cell Biochem 1987; 33:199-211. [PMID: 3553217 DOI: 10.1002/jcb.240330307] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
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17
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Abstract
We present a combined quantum/molecular mechanical study of the trypsin-catalyzed hydrolysis of a specific tripeptide substrate, including the entire enzyme in the calculation, as well as 200 H2O molecules. The results illustrate how the enzyme and nearby H2O molecules stabilize the ionic intermediates in peptide hydrolysis, such that the reaction is calculated to have a barrier that is significantly smaller than the calculated and experimental base-catalyzed barrier of formamide hydrolysis in aqueous solution. This enables us to understand how serine proteases increase the rates for reactions that take place in their active sites, compared to the corresponding rates for analogous solution reactions.
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