1
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Martínez-Nicolás JJ, Hernández F, Núñez-Gómez D, García-Sánchez F, Martínez-Font R, Legua P, Melgarejo P. Metabolomic Approach to Study the 'Purple Queen' Pomegranate Cultivar Response to Alternative Culture Media and Phenological Stages. Foods 2023; 12:352. [PMID: 36673444 PMCID: PMC9857937 DOI: 10.3390/foods12020352] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 12/26/2022] [Accepted: 01/04/2023] [Indexed: 01/13/2023] Open
Abstract
The increasingly evident threat of depletion of world peat bogs is encouraging the search for and study of alternative agricultural substrates that can fully or partially replace peat, guaranteeing food supply (quality and quantity). On the other hand, the identification of the potential for the reuse of waste from relevant economic activities has increased in recent years, mainly motivated by the change to a sustainable circular economy, as is the case of port sediments. Taking into account that significant volumes of dredged port sediments are generated annually so that ports can maintain their economic activity, it is necessary to find objective, sustainable and safe reuse alternatives. In this sense, the objective of this study was to study the response of the "Purple Queen" pomegranate when grown with dredged port sediment. For this, the fruit production (kg), number of fruits (fruits tree-1), fruit weight (g), and seed yield (%) aiming to verify the correct tree development were evaluated. In addition, a 1H-NMR foliar metabolomic study for the three most relevant phenological phases was performed (flowering, fruit development, and post-harvest) to identify metabolic changes in trees. In total, 29 metabolites were identified; among them, 11 were amino acids, 6 organic acids, 5 sugars, and 7 secondary metabolites. The good agronomical development of the trees and fruits indicated the potential for using the dredged sediment as an agricultural substrate. On the other hand, the results revealed that the greatest variability in the metabolomic study occurred between the phenological phases and a lower variability is explained by the substrates used.
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Affiliation(s)
- Juan José Martínez-Nicolás
- Centro de Investigación e Innovacion Agroalimentaria y Agroambiental (CIAGRO-UMH), Miguel Hernandez University, Ctra. Beniel km 3.2, 03312 Orihuela, Spain
| | - Francisca Hernández
- Centro de Investigación e Innovacion Agroalimentaria y Agroambiental (CIAGRO-UMH), Miguel Hernandez University, Ctra. Beniel km 3.2, 03312 Orihuela, Spain
| | - Dámaris Núñez-Gómez
- Centro de Investigación e Innovacion Agroalimentaria y Agroambiental (CIAGRO-UMH), Miguel Hernandez University, Ctra. Beniel km 3.2, 03312 Orihuela, Spain
| | - Francisco García-Sánchez
- Centro de Edafologia y Biologia Aplicada del Segura, Consejo Superior de Investigaciones Científicas, Campus Universitario de Espinardo, Espinardo, 30100 Murcia, Spain
| | - Rafael Martínez-Font
- Centro de Investigación e Innovacion Agroalimentaria y Agroambiental (CIAGRO-UMH), Miguel Hernandez University, Ctra. Beniel km 3.2, 03312 Orihuela, Spain
| | - Pilar Legua
- Centro de Investigación e Innovacion Agroalimentaria y Agroambiental (CIAGRO-UMH), Miguel Hernandez University, Ctra. Beniel km 3.2, 03312 Orihuela, Spain
| | - Pablo Melgarejo
- Centro de Investigación e Innovacion Agroalimentaria y Agroambiental (CIAGRO-UMH), Miguel Hernandez University, Ctra. Beniel km 3.2, 03312 Orihuela, Spain
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2
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Keppler M, Moser S, Jessen HJ, Held C, Andexer JN. Make or break: the thermodynamic equilibrium of polyphosphate kinase-catalysed reactions. Beilstein J Org Chem 2022; 18:1278-1288. [PMID: 36225726 PMCID: PMC9520863 DOI: 10.3762/bjoc.18.134] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Accepted: 08/30/2022] [Indexed: 11/23/2022] Open
Abstract
Polyphosphate kinases (PPKs) have become popular biocatalysts for nucleotide 5'-triphosphate (NTP) synthesis and regeneration. Two unrelated families are described: PPK1 and PPK2. They are structurally unrelated and use different catalytic mechanisms. PPK1 enzymes prefer the usage of adenosine 5'-triphosphate (ATP) for polyphosphate (polyP) synthesis while PPK2 enzymes favour the reverse reaction. With the emerging use of PPK enzymes in biosynthesis, a deeper understanding of the enzymes and their thermodynamic reaction course is of need, especially in comparison to other kinases. Here, we tested four PPKs from different organisms under the same conditions without any coupling reactions. In comparison to other kinases using phosphate donors with comparably higher phosphate transfer potentials that are characterised by reaction yields close to full conversion, the PPK-catalysed reaction reaches an equilibrium in which about 30% ADP is left. These results were obtained for PPK1 and PPK2 enzymes, and are supported by theoretical data on the basic reaction. At high concentrations of substrate, the different kinetic preferences of PPK1 and PPK2 can be observed. The implications of these results for the application of PPKs in chemical synthesis and as enzymes for ATP regeneration systems are discussed.
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Affiliation(s)
- Michael Keppler
- Institute of Pharmaceutical Sciences, University of Freiburg, Albertstr. 25, 79104 Freiburg, Germany
| | - Sandra Moser
- Institute of Organic Chemistry, University of Freiburg, Albertstr. 21, 79104 Freiburg, Germany
| | - Henning J Jessen
- Institute of Organic Chemistry, University of Freiburg, Albertstr. 21, 79104 Freiburg, Germany
| | - Christoph Held
- Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Jennifer N Andexer
- Institute of Pharmaceutical Sciences, University of Freiburg, Albertstr. 25, 79104 Freiburg, Germany
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3
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Wangler A, Böttcher D, Hüser A, Sadowski G, Held C. Prediction and Experimental Validation of Co-Solvent Influence on Michaelis Constants: A Thermodynamic Activity-Based Approach. Chemistry 2018; 24:16418-16425. [DOI: 10.1002/chem.201803573] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Indexed: 01/12/2023]
Affiliation(s)
- Anton Wangler
- Department of Biochemical and Chemical Engineering; Laboratory of Thermodynamics; TU Dortmund University; Emil-Figge-Str. 70 44227 Dortmund Germany
| | - Dominik Böttcher
- Department of Biochemical and Chemical Engineering; Laboratory of Thermodynamics; TU Dortmund University; Emil-Figge-Str. 70 44227 Dortmund Germany
| | - Aline Hüser
- Department of Biochemical and Chemical Engineering; Laboratory of Thermodynamics; TU Dortmund University; Emil-Figge-Str. 70 44227 Dortmund Germany
| | - Gabriele Sadowski
- Department of Biochemical and Chemical Engineering; Laboratory of Thermodynamics; TU Dortmund University; Emil-Figge-Str. 70 44227 Dortmund Germany
| | - Christoph Held
- Department of Biochemical and Chemical Engineering; Laboratory of Thermodynamics; TU Dortmund University; Emil-Figge-Str. 70 44227 Dortmund Germany
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4
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Lemberg M, Schomäcker R, Sadowski G. Thermodynamic prediction of the solvent effect on a transesterification reaction. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2017.10.033] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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5
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Wangler A, Canales R, Held C, Luong TQ, Winter R, Zaitsau DH, Verevkin SP, Sadowski G. Co-solvent effects on reaction rate and reaction equilibrium of an enzymatic peptide hydrolysis. Phys Chem Chem Phys 2018; 20:11317-11326. [DOI: 10.1039/c7cp07346a] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
This work presents an approach that expresses the Michaelis constant KaM and the equilibrium constant Kth of an enzymatic peptide hydrolysis based on thermodynamic activities instead of concentrations.
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Affiliation(s)
- A. Wangler
- Department BCI, Laboratory of Thermodynamics
- TU Dortmund University
- 44227 Dortmund
- Germany
| | - R. Canales
- Department BCI, Laboratory of Thermodynamics
- TU Dortmund University
- 44227 Dortmund
- Germany
- Departamento de Ingeniería Química y Bioprocesos
| | - C. Held
- Department BCI, Laboratory of Thermodynamics
- TU Dortmund University
- 44227 Dortmund
- Germany
| | - T. Q. Luong
- Department of Chemistry and Chemical Biology
- TU Dortmund University
- 44227 Dortmund
- Germany
| | - R. Winter
- Department of Chemistry and Chemical Biology
- TU Dortmund University
- 44227 Dortmund
- Germany
| | - D. H. Zaitsau
- Department of Physical Chemistry
- Institute of Chemistry
- University of Rostock
- 18059 Rostock
- Germany
| | - S. P. Verevkin
- Department of Physical Chemistry
- Institute of Chemistry
- University of Rostock
- 18059 Rostock
- Germany
| | - G. Sadowski
- Department BCI, Laboratory of Thermodynamics
- TU Dortmund University
- 44227 Dortmund
- Germany
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6
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Gao M, Held C, Patra S, Arns L, Sadowski G, Winter R. Crowders and Cosolvents-Major Contributors to the Cellular Milieu and Efficient Means to Counteract Environmental Stresses. Chemphyschem 2017; 18:2951-2972. [DOI: 10.1002/cphc.201700762] [Citation(s) in RCA: 73] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Revised: 08/15/2017] [Indexed: 01/27/2023]
Affiliation(s)
- Mimi Gao
- TU Dortmund University; Faculty of Chemistry and Chemical Biology; Physical Chemistry I-Biophysical Chemistry; Otto Hahn Str. 4a 44227 Dortmund Germany
| | - Christoph Held
- TU Dortmund University; Department of Biochemical and Chemical Engineering; Emil-Figge-Str. 70 44227 Dortmund Germany
| | - Satyajit Patra
- TU Dortmund University; Faculty of Chemistry and Chemical Biology; Physical Chemistry I-Biophysical Chemistry; Otto Hahn Str. 4a 44227 Dortmund Germany
| | - Loana Arns
- TU Dortmund University; Faculty of Chemistry and Chemical Biology; Physical Chemistry I-Biophysical Chemistry; Otto Hahn Str. 4a 44227 Dortmund Germany
| | - Gabriele Sadowski
- TU Dortmund University; Department of Biochemical and Chemical Engineering; Emil-Figge-Str. 70 44227 Dortmund Germany
| | - Roland Winter
- TU Dortmund University; Faculty of Chemistry and Chemical Biology; Physical Chemistry I-Biophysical Chemistry; Otto Hahn Str. 4a 44227 Dortmund Germany
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7
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Thermodynamics of enzyme-catalyzed esterifications: II. Levulinic acid esterification with short-chain alcohols. Appl Microbiol Biotechnol 2017; 101:7509-7521. [DOI: 10.1007/s00253-017-8481-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 08/04/2017] [Accepted: 08/09/2017] [Indexed: 11/26/2022]
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8
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Capuano E, Oliviero T, van Boekel MA. Modeling food matrix effects on chemical reactivity: Challenges and perspectives. Crit Rev Food Sci Nutr 2017; 58:2814-2828. [DOI: 10.1080/10408398.2017.1342595] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Edoardo Capuano
- Food Quality & Design Group, Wageningen University & Research, Wageningen, The Netherlands
| | - Teresa Oliviero
- Food Quality & Design Group, Wageningen University & Research, Wageningen, The Netherlands
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9
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Voges M, Fischer C, Wolff D, Held C. Influence of Natural Solutes and Ionic Liquids on the Yield of Enzyme-Catalyzed Reactions: Measurements and Predictions. Org Process Res Dev 2017. [DOI: 10.1021/acs.oprd.7b00178] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Matthias Voges
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Charlotte Fischer
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Dominik Wolff
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Christoph Held
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, TU Dortmund University, Emil-Figge-Str. 70, 44227 Dortmund, Germany
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10
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Pérez-Rodríguez N, Torrado Agrasar A, Domínguez J. High hydrostatic pressure as pretreatment and adjuvant for the enzymatic release of ferulic acid from corn cob. Process Biochem 2017. [DOI: 10.1016/j.procbio.2017.04.011] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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11
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Voges M, Abu R, Gundersen MT, Held C, Woodley JM, Sadowski G. Reaction Equilibrium of the ω-Transamination of (S)-Phenylethylamine: Experiments and ePC-SAFT Modeling. Org Process Res Dev 2017. [DOI: 10.1021/acs.oprd.7b00078] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Matthias Voges
- Laboratory
of Thermodynamics, Department of Biochemical and Chemical Engineering, TU Dortmund, Emil-Figge-Strasse 70, 44227 Dortmund, Germany
| | - Rohana Abu
- Department
of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kgs. Lyngby, Denmark
| | - Maria T. Gundersen
- Department
of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kgs. Lyngby, Denmark
| | - Christoph Held
- Laboratory
of Thermodynamics, Department of Biochemical and Chemical Engineering, TU Dortmund, Emil-Figge-Strasse 70, 44227 Dortmund, Germany
| | - John M. Woodley
- Department
of Chemical and Biochemical Engineering, Technical University of Denmark, DK-2800, Kgs. Lyngby, Denmark
| | - Gabriele Sadowski
- Laboratory
of Thermodynamics, Department of Biochemical and Chemical Engineering, TU Dortmund, Emil-Figge-Strasse 70, 44227 Dortmund, Germany
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12
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Abstract
Thermodynamic principles have been applied to enzyme-catalyzed reactions since the beginning of the 1930s in an attempt to understand metabolic pathways. Currently, thermodynamics is also applied to the design and analysis of biotechnological processes. The key thermodynamic quantity is the Gibbs energy of reaction, which must be negative for a reaction to occur spontaneously. However, the application of thermodynamic feasibility studies sometimes yields positive Gibbs energies of reaction even for reactions that are known to occur spontaneously, such as glycolysis. This article reviews the application of thermodynamics in enzyme-catalyzed reactions. It summarizes the basic thermodynamic relationships used for describing the Gibbs energy of reaction and also refers to the nonuniform application of these relationships in the literature. The review summarizes state-of-the-art approaches that describe the influence of temperature, pH, electrolytes, solvents, and concentrations of reacting agents on the Gibbs energy of reaction and, therefore, on the feasibility and yield of biological reactions.
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Affiliation(s)
- Christoph Held
- Laboratory of Thermodynamics, Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, 44227 Dortmund, Germany;
| | - Gabriele Sadowski
- Laboratory of Thermodynamics, Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, 44227 Dortmund, Germany;
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13
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Thermodynamics of enzyme-catalyzed esterifications: I. Succinic acid esterification with ethanol. Appl Microbiol Biotechnol 2017; 101:5973-5984. [DOI: 10.1007/s00253-017-8287-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 03/29/2017] [Accepted: 03/31/2017] [Indexed: 10/19/2022]
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14
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Voges M, Fischer F, Neuhaus M, Sadowski G, Held C. Measuring and Predicting Thermodynamic Limitation of an Alcohol Dehydrogenase Reaction. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b01228] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Matthias Voges
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Straße 70, 44227 Dortmund, Germany
| | - Florian Fischer
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Straße 70, 44227 Dortmund, Germany
| | - Melanie Neuhaus
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Straße 70, 44227 Dortmund, Germany
| | - Gabriele Sadowski
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Straße 70, 44227 Dortmund, Germany
| | - Christoph Held
- Laboratory of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Straße 70, 44227 Dortmund, Germany
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15
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Meurer F, Do HT, Sadowski G, Held C. Standard Gibbs energy of metabolic reactions: II. Glucose-6-phosphatase reaction and ATP hydrolysis. Biophys Chem 2017; 223:30-38. [PMID: 28282626 DOI: 10.1016/j.bpc.2017.02.005] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Revised: 02/27/2017] [Accepted: 02/28/2017] [Indexed: 01/07/2023]
Abstract
ATP (adenosine triphosphate) is a key reaction for metabolism. Tools from systems biology require standard reaction data in order to predict metabolic pathways accurately. However, literature values for standard Gibbs energy of ATP hydrolysis are highly uncertain and differ strongly from each other. Further, such data usually neglect the activity coefficients of reacting agents, and published data like this is apparent (condition-dependent) data instead of activity-based standard data. In this work a consistent value for the standard Gibbs energy of ATP hydrolysis was determined. The activity coefficients of reacting agents were modeled with electrolyte Perturbed-Chain Statistical Associating Fluid Theory (ePC-SAFT). The Gibbs energy of ATP hydrolysis was calculated by combining the standard Gibbs energies of hexokinase reaction and of glucose-6-phosphate hydrolysis. While the standard Gibbs energy of hexokinase reaction was taken from previous work, standard Gibbs energy of glucose-6-phosphate hydrolysis reaction was determined in this work. For this purpose, reaction equilibrium molalities of reacting agents were measured at pH7 and pH8 at 298.15K at varying initial reacting agent molalities. The corresponding activity coefficients at experimental equilibrium molalities were predicted with ePC-SAFT yielding the Gibbs energy of glucose-6-phosphate hydrolysis of -13.72±0.75kJ·mol-1. Combined with the value for hexokinase, the standard Gibbs energy of ATP hydrolysis was finally found to be -31.55±1.27kJ·mol-1. For both, ATP hydrolysis and glucose-6-phosphate hydrolysis, a good agreement with own and literature values were obtained when influences of pH, temperature, and activity coefficients were explicitly taken into account in order to calculate standard Gibbs energy at pH7, 298.15K and standard state.
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Affiliation(s)
- Florian Meurer
- Laboratory of Thermodynamics, Department of Biochemical and Chemical Engineering, Technische Universitaet Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Hoang Tam Do
- Laboratory of Thermodynamics, Department of Biochemical and Chemical Engineering, Technische Universitaet Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Gabriele Sadowski
- Laboratory of Thermodynamics, Department of Biochemical and Chemical Engineering, Technische Universitaet Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Christoph Held
- Laboratory of Thermodynamics, Department of Biochemical and Chemical Engineering, Technische Universitaet Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany.
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16
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Meurer F, Bobrownik M, Sadowski G, Held C. Standard Gibbs Energy of Metabolic Reactions: I. Hexokinase Reaction. Biochemistry 2016; 55:5665-5674. [DOI: 10.1021/acs.biochem.6b00471] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Florian Meurer
- Laboratory
of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Maria Bobrownik
- Laboratory
of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Gabriele Sadowski
- Laboratory
of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
| | - Christoph Held
- Laboratory
of Thermodynamics,
Department of Biochemical and Chemical Engineering, Technische Universität Dortmund, Emil-Figge-Str. 70, 44227 Dortmund, Germany
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17
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Kulschewski T, Pleiss J. Binding of Solvent Molecules to a Protein Surface in Binary Mixtures Follows a Competitive Langmuir Model. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:8960-8968. [PMID: 27523916 DOI: 10.1021/acs.langmuir.6b02546] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The binding of solvent molecules to a protein surface was modeled by molecular dynamics simulations of of Candida antarctica (C. antarctica) lipase B in binary mixtures of water, methanol, and toluene. Two models were analyzed: a competitive Langmuir model which assumes identical solvent binding sites with a different affinity toward water (KWat), methanol (KMet), and toluene (KTol) and a competitive Langmuir model with an additional interaction between free water and already bound water (KWatWat). The numbers of protein-bound molecules of both components of a binary mixture were determined for different compositions as a function of their thermodynamic activities in the bulk phase, and the binding constants were simultaneously fitted to the six binding curves (two components of three different mixtures). For both Langmuir models, the values of KWat, KMet, and KTol were highly correlated. The highest binding affinity was found for methanol, which was almost 4-fold higher than the binding affinities of water and toluene (KMet ≫ KWat ≈ KTol). Binding of water was dominated by the water-water interaction (KWatWat). Even for the three protein surface patches of highest water affinity, the binding affinity of methanol was 2-fold higher than water and 8-fold higher than toluene (KMet > KWat > KTol). The Langmuir model provides insights into the protein destabilizing mechanism of methanol which has a high binding affinity toward the protein surface. Thus, destabilizing solvents compete with intraprotein interactions and disrupt the tertiary structure. In contrast, benign solvents such as water or toluene have a low affinity toward the protein surface. Water is a special solvent: only few water molecules bind directly to the protein; most water molecules bind to already bound water molecules thus forming water patches. A quantitative mechanistic model of protein-solvent interactions that includes competition and miscibility of the components contributes a robust basis for solvent and protein engineering.
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Affiliation(s)
- Tobias Kulschewski
- Institute of Technical Biochemistry, University of Stuttgart , Allmandring 31, 70569 Stuttgart, Germany
| | - Jürgen Pleiss
- Institute of Technical Biochemistry, University of Stuttgart , Allmandring 31, 70569 Stuttgart, Germany
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18
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Abu R, Woodley JM. Application of Enzyme Coupling Reactions to Shift Thermodynamically Limited Biocatalytic Reactions. ChemCatChem 2015. [DOI: 10.1002/cctc.201500603] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Rohana Abu
- Department of Chemical and Biochemical Engineering; Technical University of Denmark; 2800 Kgs. Lyngby Denmark
- Department of Chemical and Biochemical Engineering; Universiti Malaysia Pahang; Faculty of Chemical&Natural Resources Engineering, Lebuhraya Tun Razak; 26300 Gambang, Kuantan Malaysia
| | - John M. Woodley
- Department of Chemical and Biochemical Engineering; Technical University of Denmark; 2800 Kgs. Lyngby Denmark
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19
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Emami FS, Vahid A, Wylie EK, Szymkuć S, Dittwald P, Molga K, Grzybowski BA. A Priori Estimation of Organic Reaction Yields. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/anie.201503890] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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20
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Emami FS, Vahid A, Wylie EK, Szymkuć S, Dittwald P, Molga K, Grzybowski BA. A Priori Estimation of Organic Reaction Yields. Angew Chem Int Ed Engl 2015. [DOI: 10.1002/ange.201503890] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Fateme S. Emami
- Department of Chemical and Biological Engineering, Northwestern University (USA)
| | - Amir Vahid
- Department of Chemical and Biological Engineering, Northwestern University (USA)
| | - Elizabeth K. Wylie
- Department of Chemical and Biological Engineering, Northwestern University (USA)
| | - Sara Szymkuć
- Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw (Poland)
| | - Piotr Dittwald
- Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw (Poland)
| | - Karol Molga
- Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw (Poland)
| | - Bartosz A. Grzybowski
- Institute of Organic Chemistry, Polish Academy of Sciences, Warsaw (Poland)
- Department of Chemistry and the IBS Center for Soft and Living Matter, UNIST, Ulsan (South Korea)
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21
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A thermodynamic investigation of the glucose-6-phosphate isomerization. Biophys Chem 2014; 195:22-31. [DOI: 10.1016/j.bpc.2014.08.002] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2014] [Revised: 08/07/2014] [Accepted: 08/09/2014] [Indexed: 01/26/2023]
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22
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Tufvesson P, Lima-Ramos J, Haque NA, Gernaey KV, Woodley JM. Advances in the Process Development of Biocatalytic Processes. Org Process Res Dev 2013. [DOI: 10.1021/op4001675] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- Pär Tufvesson
- Center for Process Engineering
and Technology, Department of Chemical and
Biochemical Engineering, Technical University of Denmark, Anker Engelunds
Vej 1, Building 101A, DK-2800 Kongens Lyngby, Denmark
| | - Joana Lima-Ramos
- Center for Process Engineering
and Technology, Department of Chemical and
Biochemical Engineering, Technical University of Denmark, Anker Engelunds
Vej 1, Building 101A, DK-2800 Kongens Lyngby, Denmark
| | - Naweed Al Haque
- Center for Process Engineering
and Technology, Department of Chemical and
Biochemical Engineering, Technical University of Denmark, Anker Engelunds
Vej 1, Building 101A, DK-2800 Kongens Lyngby, Denmark
| | - Krist V. Gernaey
- Center for Process Engineering
and Technology, Department of Chemical and
Biochemical Engineering, Technical University of Denmark, Anker Engelunds
Vej 1, Building 101A, DK-2800 Kongens Lyngby, Denmark
| | - John M. Woodley
- Center for Process Engineering
and Technology, Department of Chemical and
Biochemical Engineering, Technical University of Denmark, Anker Engelunds
Vej 1, Building 101A, DK-2800 Kongens Lyngby, Denmark
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