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Khvostenko K, Muñoz-Pina S, García-Hernández J, Heredia A, Andrés A. Impact of Fava Bean ( Vicia faba) Processing on Quality Characteristics and Digestibility of a Protein-Rich Snack. Foods 2024; 13:2372. [PMID: 39123563 PMCID: PMC11311399 DOI: 10.3390/foods13152372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Revised: 07/22/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024] Open
Abstract
The impact of fava bean processing methods (soaking, autoclaving, fermentation) on a legume-based bars' quality, protein characteristics, and digestibility was shown. The antioxidant and the angiotensin-converting enzyme-inhibitory capacity before and after in vitro digestion were investigated to reveal the potential advantages of fava bean usage for snacks. All bars have demonstrated high protein content, varying from 22.1 to 25.1 g/100 g DB. Based on the fermented fava beans of Pleurotus ostreatus, the samples were characterized by a higher concentration of essential amino acids by 8.6% and a reduction of tannins by 18.5% compared with bars based on soaked fava beans. Sensory evaluation improved the color, texture, and overall acceptability of the bars with fermented legumes. Various types of bean processing did not significantly affect the protein digestibility of the bars. The fermentation method positively affected the angiotensin-converting enzyme-inhibitory properties of bars and increased by 16.5% (before digestion) and 15% (after digestion) compared with other samples. After digestion, samples were characterized by a high level of Fe bioaccessibility (100, 83, and 79% for the bars based on soaked, autoclaved, and fermented fava beans, respectively) and increased total phenolic content. These findings highlight the potential health benefits of fava bean usage for snack products.
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Affiliation(s)
- Kateryna Khvostenko
- Instituto Universitario de Ingeniería de Alimentos para el Desarrollo (FoodUPV), Universitat Politècnica de València, Camino de Vera s/n, 46022 Valencia, Spain (A.A.)
| | - Sara Muñoz-Pina
- Instituto Universitario de Ingeniería de Alimentos para el Desarrollo (FoodUPV), Universitat Politècnica de València, Camino de Vera s/n, 46022 Valencia, Spain (A.A.)
| | - Jorge García-Hernández
- Centro Avanzado de Microbiología de Alimentos (CAMA), Universitat Politècnica de València, Camino de Vera s/n, 46022 Valencia, Spain
| | - Ana Heredia
- Instituto Universitario de Ingeniería de Alimentos para el Desarrollo (FoodUPV), Universitat Politècnica de València, Camino de Vera s/n, 46022 Valencia, Spain (A.A.)
| | - Ana Andrés
- Instituto Universitario de Ingeniería de Alimentos para el Desarrollo (FoodUPV), Universitat Politècnica de València, Camino de Vera s/n, 46022 Valencia, Spain (A.A.)
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Sen S, Sarkar M. Insights on Rigidity and Flexibility at the Global and Local Levels of Protein Structures and Their Roles in Homologous Psychrophilic, Mesophilic, and Thermophilic Proteins: A Computational Study. J Chem Inf Model 2022; 62:1916-1932. [PMID: 35412825 DOI: 10.1021/acs.jcim.1c01381] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The rigidity and flexibility of homologous psychrophilic (P), mesophilic (M), and thermophilic (T) proteins have been investigated at the global and local levels in terms of "packing factors" and "atomic fluctuations" obtained from B-factors. For comparison of atomic fluctuations, correction of errors by considering errors in B-factors from all sources in a consolidated manner and conversion of the fluctuations to the same temperature have been suggested and validated. The results indicate no differences in the global values like the average packing factor among the three classes of protein homologues, but at local levels there are differences. A comparison of homologous protein triplets show that the average atomic fluctuations at a given temperature mainly obey the order P > M > T. Packing factors and the atomic fluctuations are anti-correlated, suggesting that altering the rigidity of the active site might be a potential strategy to make tailor-made psychrophilic or thermophilic proteins from their mesophilic homologues. The computer codes developed and used in this work are available at the link https://github.com/Munna-Sarkar/proteins-rigidity-flexibility.git.
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Affiliation(s)
- Srikanta Sen
- Molecular Modeling Section, Biolab, Chembiotek, TCG Lifesciences Limited, Bengal Intelligent Park, Salt Lake Electronic Complex, Sector-V, Kolkata 700091, India
| | - Munna Sarkar
- Chemical Sciences Division, Saha Institute of Nuclear Physics, 1/AF, Bidhannagar, Kolkata 700064, India
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Herrera-Zúñiga LD, Millán-Pacheco C, Viniegra-González G, Villegas E, Arregui L, Rojo-Domínguez A. Molecular dynamics on laccase from Trametes versicolor to examine thermal stability induced by salt bridges. Chem Phys 2019. [DOI: 10.1016/j.chemphys.2018.10.019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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Díaz R, Díaz-Godínez G, Anducho-Reyes MA, Mercado-Flores Y, Herrera-Zúñiga LD. In silico Design of Laccase Thermostable Mutants From Lacc 6 of Pleurotus Ostreatus. Front Microbiol 2018; 9:2743. [PMID: 30487785 PMCID: PMC6247816 DOI: 10.3389/fmicb.2018.02743] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 10/26/2018] [Indexed: 11/13/2022] Open
Abstract
Fungal laccase enzymes have a great biotechnological potential for bioremediation processes due to their ability to degrade compounds such as ρ-diphenol, aminophenols, polyphenols, polyamines, and aryldiamines. These enzymes have activity at different pH and temperature values, however, high temperatures can cause partial or total loss of enzymatic activity, so it is appropriate to do research to modify their secondary and/or tertiary structure to make them more resistant to extreme temperature conditions. In silico, a structure of the Lacc 6 enzyme of Pleurotus ostreatus was constructed using a laccase of Trametes versicolor as a template. From this structure, 16 mutants with possible resistance at high temperature due to ionic interactions, salt bridges and disulfide bonds were also obtained in silico. It was determined that 12 mutants called 4-DB, 3-DB, D233C-T310C, F468P, 3-SB, L132T, N79D, N372D, P203C, P203V, T147E, and W85F, presented the lowest thermodynamic energy. Based on the previous criterion and determining the least flexibility in the protein structures, three mutants (4-DB, 3-DB, and P203C) were selected, which may present high stability at high temperatures without affecting their active site. The obtained results allow the understanding of the molecular base that increase the structural stability of the enzyme Lacc 6 of Pleurotus ostreatus, achieving the in silico generation of mutants, which could have activity at high temperatures.
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Affiliation(s)
- Rubén Díaz
- Laboratory of Biotechnology, Research Center for Biological Sciences, Autonomous University of Tlaxcala, Tlaxcala, Mexico
| | - Gerardo Díaz-Godínez
- Laboratory of Biotechnology, Research Center for Biological Sciences, Autonomous University of Tlaxcala, Tlaxcala, Mexico
| | | | | | - Leonardo David Herrera-Zúñiga
- Division of Environmental Engineering Technology of Higher Studies of East Mexico State, Mexico City, Mexico
- Area of Biophysical Chemistry, Department of Chemistry, Metropolitan Autonomous University-Iztapalapa, Mexico City, Mexico
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Khan S, Farooq U, Kurnikova M. Exploring Protein Stability by Comparative Molecular Dynamics Simulations of Homologous Hyperthermophilic, Mesophilic, and Psychrophilic Proteins. J Chem Inf Model 2016; 56:2129-2139. [DOI: 10.1021/acs.jcim.6b00305] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Sara Khan
- Department
of Chemistry, COMSATS Institute of Information Technology, Abbottabad 22060, Pakistan
| | - Umar Farooq
- Department
of Chemistry, COMSATS Institute of Information Technology, Abbottabad 22060, Pakistan
| | - Maria Kurnikova
- Department
of Chemistry, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, United States
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Kovacic F, Mandrysch A, Poojari C, Strodel B, Jaeger KE. Structural features determining thermal adaptation of esterases. Protein Eng Des Sel 2016; 29:65-76. [PMID: 26647400 PMCID: PMC5943684 DOI: 10.1093/protein/gzv061] [Citation(s) in RCA: 42] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Revised: 10/26/2015] [Accepted: 10/28/2015] [Indexed: 11/14/2022] Open
Abstract
The adaptation of microorganisms to extreme living temperatures requires the evolution of enzymes with a high catalytic efficiency under these conditions. Such extremophilic enzymes represent valuable tools to study the relationship between protein stability, dynamics and function. Nevertheless, the multiple effects of temperature on the structure and function of enzymes are still poorly understood at the molecular level. Our analysis of four homologous esterases isolated from bacteria living at temperatures ranging from 10°C to 70°C suggested an adaptation route for the modulation of protein thermal properties through the optimization of local flexibility at the protein surface. While the biochemical properties of the recombinant esterases are conserved, their thermal properties have evolved to resemble those of the respective bacterial habitats. Molecular dynamics simulations at temperatures around the optimal temperatures for enzyme catalysis revealed temperature-dependent flexibility of four surface-exposed loops. While the flexibility of some loops increased with raising the temperature and decreased with lowering the temperature, as expected for those loops contributing to the protein stability, other loops showed an increment of flexibility upon lowering and raising the temperature. Preserved flexibility in these regions seems to be important for proper enzyme function. The structural differences of these four loops, distant from the active site, are substantially larger than for the overall protein structure, indicating that amino acid exchanges within these loops occurred more frequently thereby allowing the bacteria to tune atomic interactions for different temperature requirements without interfering with the overall enzyme function.
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Affiliation(s)
- Filip Kovacic
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Duesseldorf, Forschungszentrum Juelich, D-52426 Juelich, Germany
| | - Agathe Mandrysch
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Duesseldorf, Forschungszentrum Juelich, D-52426 Juelich, Germany
| | - Chetan Poojari
- Institute of Complex Systems, ICS-6: Structural Biochemistry, Forschungszentrum Juelich GmbH, D-52426 Juelich, Germany Department of Physics, Tampere University of Technology, FI-33101 Tampere, Finland
| | - Birgit Strodel
- Institute of Complex Systems, ICS-6: Structural Biochemistry, Forschungszentrum Juelich GmbH, D-52426 Juelich, Germany Institute of Theoretical and Computational Chemistry, Heinrich-Heine-University Duesseldorf, D-40225 Düsseldorf, Germany
| | - Karl-Erich Jaeger
- Institute of Molecular Enzyme Technology, Heinrich-Heine-University Duesseldorf, Forschungszentrum Juelich, D-52426 Juelich, Germany Institute of Bio- and Geosciences IBG-1: Biotechnology, Forschungszentrum Juelich GmbH, D-52426 Juelich, Germany
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Abstract
The term "extremophile" was introduced to describe any organism capable of living and growing under extreme conditions. With the further development of studies on microbial ecology and taxonomy, a variety of "extreme" environments have been found and an increasing number of extremophiles are being described. Extremophiles have also been investigated as far as regarding the search for life on other planets and even evaluating the hypothesis that life on Earth originally came from space. The first extreme environments to be largely investigated were those characterized by elevated temperatures. The naturally "hot environments" on Earth range from solar heated surface soils and water with temperatures up to 65 °C, subterranean sites such as oil reserves and terrestrial geothermal with temperatures ranging from slightly above ambient to above 100 °C, to submarine hydrothermal systems with temperatures exceeding 300 °C. There are also human-made environments with elevated temperatures such as compost piles, slag heaps, industrial processes and water heaters. Thermophilic anaerobic microorganisms have been known for a long time, but scientists have often resisted the belief that some organisms do not only survive at high temperatures, but actually thrive under those hot conditions. They are perhaps one of the most interesting varieties of extremophilic organisms. These microorganisms can thrive at temperatures over 50 °C and, based on their optimal temperature, anaerobic thermophiles can be subdivided into three main groups: thermophiles with an optimal temperature between 50 °C and 64 °C and a maximum at 70 °C, extreme thermophiles with an optimal temperature between 65 °C and 80 °C, and finally hyperthermophiles with an optimal temperature above 80 °C and a maximum above 90 °C. The finding of novel extremely thermophilic and hyperthermophilic anaerobic bacteria in recent years, and the fact that a large fraction of them belong to the Archaea has definitely made this area of investigation more exciting. Particularly fascinating are their structural and physiological features allowing them to withstand extremely selective environmental conditions. These properties are often due to specific biomolecules (DNA, lipids, enzymes, osmolites, etc.) that have been studied for years as novel sources for biotechnological applications. In some cases (DNA-polymerase, thermostable enzymes), the search and applications successful exceeded preliminary expectations, but certainly further exploitations are still needed.
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An in silico method for designing thermostable variant of a dimeric mesophilic protein based on its 3D structure. J Mol Graph Model 2013; 42:92-103. [PMID: 23584153 DOI: 10.1016/j.jmgm.2013.02.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2012] [Revised: 02/25/2013] [Accepted: 02/27/2013] [Indexed: 11/21/2022]
Abstract
Designing proteins with enhanced thermostability has been a major interest of protein engineering because of its potential industrial applications. Here, we have presented a computational method for designing dimeric thermostable protein based on rational mutations on a mesophilic protein. Experimental and structural data indicate that the surface stability of a protein is a major factor controlling denaturation of a protein and ion-pairs are most efficient in enhancing the stability of the surfaces of the monomers and the interface between them. Our mutation based strategy is to first identify several polar or charged residues on the protein surface, interacting weakly with the rest of the protein and then replacing the side-chains of suitable neighboring residues to increase the interaction between these two residues. In stabilizing the interface, mutation is done in the interface for forming an ion pairs between the monomers. Application of this design strategy to a homo-dimeric protein and a hetero-dimeric protein as examples has produced excellent results. In both the cases the designed mutated proteins including the individual monomers and the interfaces were found to be considerably more stable than the respective mesophilic proteins as judged by self-energies and residue-wise interaction patterns. This method is easily applicable to any multi-meric proteins.
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Basu S, Sen S. Do Homologous Thermophilic–Mesophilic Proteins Exhibit Similar Structures and Dynamics at Optimal Growth Temperatures? A Molecular Dynamics Simulation Study. J Chem Inf Model 2013; 53:423-34. [DOI: 10.1021/ci300474h] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Sohini Basu
- Molecular modeling Section, Biolab, Chembiotek, TCG Lifesciences Ltd., Bengal Intelligent Park, Tower-B 2nd Floor, Block-EP & GP, Sector-V, Salt Lake Electronic Complex, Calcutta-700091, India
| | - Srikanta Sen
- Molecular modeling Section, Biolab, Chembiotek, TCG Lifesciences Ltd., Bengal Intelligent Park, Tower-B 2nd Floor, Block-EP & GP, Sector-V, Salt Lake Electronic Complex, Calcutta-700091, India
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10
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Lee KJ. Molecular Dynamics Simulations of a Hyperthermophilic and a Mesophilic Protein L30e. J Chem Inf Model 2011; 52:7-15. [DOI: 10.1021/ci200184y] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Kuei-Jen Lee
- Department of Bioinformatics,
Asia University, Taichung,
Taiwan 413, Republic of China
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11
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Sterpone F, Melchionna S. Thermophilic proteins: insight and perspective from in silico experiments. Chem Soc Rev 2011; 41:1665-76. [PMID: 21975514 DOI: 10.1039/c1cs15199a] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Proteins from thermophilic and hyperthermophilic organisms are stable and function at high temperatures (50-100 °C). The importance of understanding the microscopic mechanisms underlying this thermal resistance is twofold: it is key for acquiring general clues on how proteins maintain their fold stable and for targeting those medical and industrial applications that aim at designing enzymes that can work under harsh conditions. In this tutorial review we first provide the general background of protein thermostability by specifically focusing on the structural and thermodynamic peculiarities; next, we discuss how computational studies based on Molecular Dynamics simulations can broaden and refine our knowledge on such special class of proteins.
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Affiliation(s)
- Fabio Sterpone
- Laboratoire de Biochimie Théorique, CNRS, UPR9080, Univ Paris Diderot, Sorbonne Paris Cité, 13 rue Pierre et Marie Curie, 75005, Paris, France.
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Tiberti M, Papaleo E. Dynamic properties of extremophilic subtilisin-like serine-proteases. J Struct Biol 2011; 174:69-83. [DOI: 10.1016/j.jsb.2011.01.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2010] [Revised: 12/19/2010] [Accepted: 01/20/2011] [Indexed: 10/18/2022]
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13
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Extremophiles: from abyssal to terrestrial ecosystems and possibly beyond. Naturwissenschaften 2011; 98:253-79. [DOI: 10.1007/s00114-011-0775-2] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2010] [Revised: 02/17/2011] [Accepted: 02/18/2011] [Indexed: 01/27/2023]
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14
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Su JG, Chen WZ, Wang CX. Role of electrostatic interactions for the stability and folding behavior of cold shock protein. Proteins 2010; 78:2157-69. [DOI: 10.1002/prot.22730] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
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