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Jenney FE, Wang H, George SJ, Xiong J, Guo Y, Gee LB, Marizcurrena JJ, Castro-Sowinski S, Staskiewicz A, Yoda Y, Hu MY, Tamasaku K, Nagasawa N, Li L, Matsuura H, Doukov T, Cramer SP. Temperature-dependent iron motion in extremophile rubredoxins - no need for 'corresponding states'. Sci Rep 2024; 14:12197. [PMID: 38806591 PMCID: PMC11133467 DOI: 10.1038/s41598-024-62261-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 05/15/2024] [Indexed: 05/30/2024] Open
Abstract
Extremophile organisms are known that can metabolize at temperatures down to - 25 °C (psychrophiles) and up to 122 °C (hyperthermophiles). Understanding viability under extreme conditions is relevant for human health, biotechnological applications, and our search for life elsewhere in the universe. Information about the stability and dynamics of proteins under environmental extremes is an important factor in this regard. Here we compare the dynamics of small Fe-S proteins - rubredoxins - from psychrophilic and hyperthermophilic microorganisms, using three different nuclear techniques as well as molecular dynamics calculations to quantify motion at the Fe site. The theory of 'corresponding states' posits that homologous proteins from different extremophiles have comparable flexibilities at the optimum growth temperatures of their respective organisms. Although 'corresponding states' would predict greater flexibility for rubredoxins that operate at low temperatures, we find that from 4 to 300 K, the dynamics of the Fe sites in these homologous proteins are essentially equivalent.
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Affiliation(s)
- Francis E Jenney
- Georgia Campus, Philadelphia College of Osteopathic Medicine, Suwanee, GA, 30024, USA
| | | | | | - Jin Xiong
- Department of Chemistry, Carnegie Mellon University, Pittsburgh, PA, 15213, USA
| | - Yisong Guo
- Department of Chemistry, Carnegie Mellon University, Pittsburgh, PA, 15213, USA
| | - Leland B Gee
- LCLS, SLAC National Laboratory, Stanford, CA, 94025, USA
| | | | | | - Anna Staskiewicz
- Georgia Campus, Philadelphia College of Osteopathic Medicine, Suwanee, GA, 30024, USA
| | - Yoshitaka Yoda
- Precision Spectroscopy Division, SPring-8/JASRI, Sayo, Hyogo, 679-5198, Japan
| | - Michael Y Hu
- Advanced Photon Source, Argonne National Laboratory, Lemont, IL, 60439, USA
| | | | - Nobumoto Nagasawa
- Precision Spectroscopy Division, SPring-8/JASRI, Sayo, Hyogo, 679-5198, Japan
| | - Lei Li
- Synchrotron Radiation Research Center, Hyogo, 679-5165, Japan
| | | | - Tzanko Doukov
- SSRL, SLAC National Laboratory, Stanford, CA, 94025, USA
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2
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Benrezkallah D. Molecular dynamics simulations at high temperatures of the Aeropyrum pernix L7Ae thermostable protein: Insight into the unfolding pathway. J Mol Graph Model 2024; 127:108700. [PMID: 38183846 DOI: 10.1016/j.jmgm.2023.108700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 11/27/2023] [Accepted: 12/19/2023] [Indexed: 01/08/2024]
Abstract
Most life forms on earth live at temperatures below 50 °C. Within these organisms are proteins that form the three-dimensional structures essential to their biological activity and function. However, some thermophilic life forms can resist higher temperatures and have corresponding adaptations to preserve protein function at these high temperatures. Among the structural factors responsible for this resistance of thermophilic proteins to high temperatures is the presence of additional hydrogen bonds in the thermophilic proteins, which means that the structure of the protein is more resistant to unfolding. Similarly, thermostable proteins are rich in structure-stabilizing salt bridges and/or disulfide bridges. In this context, we perform multiple replica molecular dynamics simulations at different temperatures on the Aeropyrum pernix (L7Ae) protein (from the crenarchaeal species A. pernix), known for its high melting temperature, and this in the aim to elucidate the structural factors responsible for its high thermostability. The results reveal that between the most sensitive regions of the protein to the increase of temperature are the loops L1, and L5, which surround the hydrophobic core region of the protein, besides the loop L9, and the C-terminal α5 region. This latter is the longer alpha helix of the protein secondary structure motifs and it is the first to be denaturated at 450 K, while the rest of the protein secondary structure motifs at this temperature were intact. The mechanism of unfolding that follows this protein at 550 K is similar to other thermophile proteins found in literature, with the opening of the loops that surround the hydrophobic core of the protein. So, the latter is completely exposed to the solvent, and partially denatured. The total denaturation process of the protein takes an average time of 40 ns to be achieved. Our investigation also shows that all the calculated salt bridges, with distances less than or equal to 6 A°, are on the periphery part of the protein, exposed to the solvent. However, the hydrophobic core of the protein is not involved in the formation of salt bridges, but rather with formation of some important hydrogen bondings that still persist even at 450 K. So, optimizing hydrogen bonding, near or within the core region, at high temperatures is a strategy that follows this thermostable protein to protect its hydrophobic core from denaturation, and ensure the thermal stability of the protein.
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Affiliation(s)
- Djamila Benrezkallah
- Department of Basic Teachings in Sciences and Technologies (EBST), Faculty of Technology, Djillali Liabes University, Ben M'Hidi BP 89, Sidi Bel Abbes 22000, Algeria; LCPM Laboratory, Chemistry Department, Faculty of Exact and Applied Sciences, University Oran 1 Ahmed Ben Bella, El Mnaouer BP 1524, Oran 31000, Algeria.
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3
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Rahban M, Zolghadri S, Salehi N, Ahmad F, Haertlé T, Rezaei-Ghaleh N, Sawyer L, Saboury AA. Thermal stability enhancement: Fundamental concepts of protein engineering strategies to manipulate the flexible structure. Int J Biol Macromol 2022; 214:642-654. [DOI: 10.1016/j.ijbiomac.2022.06.154] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 06/22/2022] [Accepted: 06/23/2022] [Indexed: 01/28/2023]
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4
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Jana K, Mehra R, Dehury B, Blundell TL, Kepp KP. Common mechanism of thermostability in small α- and β-proteins studied by molecular dynamics. Proteins 2020; 88:1233-1250. [PMID: 32368818 DOI: 10.1002/prot.25897] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 04/01/2020] [Accepted: 04/29/2020] [Indexed: 12/13/2022]
Abstract
Protein thermostability is important to evolution, diseases, and industrial applications. Proteins use diverse molecular strategies to achieve stability at high temperature, yet reducing the entropy of unfolding seems required. We investigated five small α-proteins and five β-proteins with known, distinct structures and thermostability (Tm ) using multi-seed molecular dynamics simulations at 300, 350, and 400 K. The proteins displayed diverse changes in hydrogen bonding, solvent exposure, and secondary structure with no simple relationship to Tm . Our dynamics were in good agreement with experimental B-factors at 300 K and insensitive to force-field choice. Despite the very distinct structures, the native-state (300 + 350 K) free-energy landscapes (FELs) were significantly broader for the two most thermostable proteins and smallest for the three least stable proteins in both the α- and β-group and with both force fields studied independently (tailed t-test, 95% confidence level). Our results suggest that entropic ensembles stabilize proteins at high temperature due to reduced entropy of unfolding, viz., ΔG = ΔH - TΔS. Supporting this mechanism, the most thermostable proteins were also the least kinetically stable, consistent with broader FELs, typified by villin headpiece and confirmed by specific comparison to a mesophilic ortholog of Thermus thermophilus apo-pyrophosphate phosphohydrolase. We propose that molecular strategies of protein thermostabilization, although diverse, tend to converge toward highest possible entropy in the native state consistent with the functional requirements. We speculate that this tendency may explain why many proteins are not optimally structured and why molten-globule states resemble native proteins so much.
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Affiliation(s)
| | | | - Budheswar Dehury
- DTU Chemistry, Technical University of Denmark, Lyngby, Denmark.,Department of Biochemistry, University of Cambridge, Cambridge, UK
| | - Tom L Blundell
- Department of Biochemistry, University of Cambridge, Cambridge, UK
| | - Kasper P Kepp
- DTU Chemistry, Technical University of Denmark, Lyngby, Denmark
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5
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Timr S, Madern D, Sterpone F. Protein thermal stability. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2020; 170:239-272. [PMID: 32145947 DOI: 10.1016/bs.pmbts.2019.12.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Proteins, in general, fold to a well-organized three-dimensional structure in order to function. The stability of this functional shape can be perturbed by external environmental conditions, such as temperature. Understanding the molecular factors underlying the resistance of proteins to the thermal stress has important consequences. First of all, it can aid the design of thermostable enzymes able to perform efficient catalysis in the high-temperature regime. Second, it is an essential brick of knowledge required to decipher the evolutionary pathways of life adaptation on Earth. Thanks to the development of atomistic simulations and ad hoc enhanced sampling techniques, it is now possible to investigate this problem in silico, and therefore provide support to experiments. After having described the methodological aspects, the chapter proposes an extended discussion on two problems. First, we focus on thermophilic proteins, a perfect model to address the issue of thermal stability and molecular evolution. Second, we discuss the issue of how protein thermal stability is affected by crowded in vivo-like conditions.
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Affiliation(s)
- Stepan Timr
- CNRS, Université de Paris, UPR 9080, Laboratoire de Biochimie Théorique, Paris, France; Institut de Biologie Physico-Chimique-Fondation Edmond de Rothschild, PSL Research University, Paris, France
| | | | - Fabio Sterpone
- CNRS, Université de Paris, UPR 9080, Laboratoire de Biochimie Théorique, Paris, France; Institut de Biologie Physico-Chimique-Fondation Edmond de Rothschild, PSL Research University, Paris, France.
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6
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Maffucci I, Laage D, Stirnemann G, Sterpone F. Differences in thermal structural changes and melting between mesophilic and thermophilic dihydrofolate reductase enzymes. Phys Chem Chem Phys 2020; 22:18361-18373. [DOI: 10.1039/d0cp02738c] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
The thermal resistance of two homolog enzymes is investigated, with an emphasis on their local stability and flexibility, and on the possible implications regarding their reactivity.
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Affiliation(s)
- Irene Maffucci
- CNRS Laboratoire de Biochimie Théorique
- Institut de Biologie Physico-Chimique
- PSL University
- Paris
- France
| | - Damien Laage
- PASTEUR
- Département de chimie
- École Normale Supérieure
- PSL University
- Sorbonne Université
| | - Guillaume Stirnemann
- CNRS Laboratoire de Biochimie Théorique
- Institut de Biologie Physico-Chimique
- PSL University
- Paris
- France
| | - Fabio Sterpone
- CNRS Laboratoire de Biochimie Théorique
- Institut de Biologie Physico-Chimique
- PSL University
- Paris
- France
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7
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Artificial Fusion of mCherry Enhances Trehalose Transferase Solubility and Stability. Appl Environ Microbiol 2019; 85:AEM.03084-18. [PMID: 30737350 DOI: 10.1128/aem.03084-18] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Accepted: 02/01/2019] [Indexed: 11/20/2022] Open
Abstract
LeLoir glycosyltransferases are important biocatalysts for the production of glycosidic bonds in natural products, chiral building blocks, and pharmaceuticals. Trehalose transferase (TreT) is of particular interest since it catalyzes the stereo- and enantioselective α,α-(1→1) coupling of a nucleotide sugar donor and monosaccharide acceptor for the synthesis of disaccharide derivatives. Heterologously expressed thermophilic trehalose transferases were found to be intrinsically aggregation prone and are mainly expressed as catalytically active inclusion bodies in Escherichia coli To disfavor protein aggregation, the thermostable protein mCherry was explored as a fluorescent protein tag. The fusion of mCherry to trehalose transferase from Pyrobaculum yellowstonensis (PyTreT) demonstrated increased protein solubility. Chaotropic agents like guanidine or the divalent cations Mn(II), Ca(II), and Mg(II) enhanced the enzyme activity of the fusion protein. The thermodynamic equilibrium constant, K eq, for the reversible synthesis of trehalose from glucose and a nucleotide sugar was determined in both the synthesis and hydrolysis directions utilizing UDP-glucose and ADP-glucose, respectively. UDP-glucose was shown to achieve higher conversions than ADP-glucose, highlighting the importance of the choice of nucleotide sugars for LeLoir glycosyltransferases under thermodynamic control.IMPORTANCE The heterologous expression of proteins in Escherichia coli is of great relevance for their functional and structural characterization and applications. However, the formation of insoluble inclusion bodies is observed in approximately 70% of all cases, and the subsequent effects can range from reduced soluble protein yields to a complete failure of the expression system. Here, we present an efficient methodology for the production and analysis of a thermostable, aggregation-prone trehalose transferase (TreT) from Pyrobaculum yellowstonensis via its fusion with mCherry as a thermostable fluorescent protein tag. This fusion strategy allowed for increased enzyme stability and solubility and could be applied to other (thermostable) proteins, allowing rapid visualization and quantification of the mCherry-fused protein of interest. Finally, we have demonstrated that the enzymatic synthesis of trehalose from glucose and a nucleotide sugar is reversible by approaching the thermodynamic equilibrium in both the synthesis and hydrolysis directions. Our results show that uridine establishes an equilibrium constant which is more in favor of the product trehalose than when adenosine is employed as the nucleotide under identical conditions. The influence of different nucleotides on the reaction can be generalized for all LeLoir glycosyltransferases under thermodynamic control as the position of the equilibrium depends solely on the reaction conditions and is not affected by the nature of the catalyst.
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8
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Julió Plana L, Nadra AD, Estrin DA, Luque FJ, Capece L. Thermal Stability of Globins: Implications of Flexibility and Heme Coordination Studied by Molecular Dynamics Simulations. J Chem Inf Model 2018; 59:441-452. [PMID: 30516994 DOI: 10.1021/acs.jcim.8b00840] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Proteins are sensitive to temperature, and abrupt changes in the normal temperature conditions can have a profound impact on both structure and function, leading to protein unfolding. However, the adaptation of certain organisms to extreme conditions raises questions about the structural features that permit the structure and function of proteins to be preserved under these adverse conditions. To gain insight into the molecular basis of protein thermostability in the globin family, we have examined three representative examples: human neuroglobin, horse heart myoglobin, and Drosophila hemoglobin, which differ in their melting temperatures and coordination states of the heme iron in the absence of external ligands. In order to elucidate the possible mechanisms that govern the thermostability of these proteins, microsecond-scale classical molecular dynamics simulations were performed at different temperatures. Structural fluctuations and essential dynamics were analyzed, indicating that the flexibility of the CD region, which includes the two short C and D helixes and the connecting CD loop, is directly related to the thermostability. We observed that a larger inherent flexibility of the protein produces higher thermostability, probably concentrating the thermal fluctuations observed at high temperature in flexible regions, preventing unfolding. Globally, the results of this work improve our understanding of thermostability in the globin family.
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Affiliation(s)
- Laia Julió Plana
- Departamento de Química Inorgánica, Analítica y Química Física, Facultad de Ciencias Exactas y Naturales , Universidad de Buenos Aires/Instituto de Química Física de los Materiales, Medio Ambiente y Energía (INQUIMAE-CONICET) , C1428EGA Buenos Aires , Argentina
| | - Alejandro D Nadra
- Departamento de Fisiología y Biología Molecular y Celular, Facultad de Ciencias Exactas y Naturales , Universidad de Buenos Aires , Departamento de Química Biológica, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires/IQUIBICEN-CONICET , C1428EGA Buenos Aires , Argentina
| | - Dario A Estrin
- Departamento de Química Inorgánica, Analítica y Química Física, Facultad de Ciencias Exactas y Naturales , Universidad de Buenos Aires/Instituto de Química Física de los Materiales, Medio Ambiente y Energía (INQUIMAE-CONICET) , C1428EGA Buenos Aires , Argentina
| | - F Javier Luque
- Department of Nutrition, Food Sciences and Gastronomy, Faculty of Pharmacy and Food Sciences , University of Barcelona , Campus Torribera , 08921 Santa Coloma de Gramenet , Spain.,Institute of Biomedicine (IBUB) and Institute of Theoretical and Computational Chemistry (IQTCUB) , University of Barcelona , 08028 Barcelona , Spain
| | - Luciana Capece
- Departamento de Química Inorgánica, Analítica y Química Física, Facultad de Ciencias Exactas y Naturales , Universidad de Buenos Aires/Instituto de Química Física de los Materiales, Medio Ambiente y Energía (INQUIMAE-CONICET) , C1428EGA Buenos Aires , Argentina
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9
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Alcohol Metabolic Inefficiency: Structural Characterization of Polymorphism-Induced ALDH2 Dysfunctionality and Allosteric Site Identification for Design of Potential Wildtype Reactivators. Protein J 2018; 37:216-222. [DOI: 10.1007/s10930-018-9768-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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10
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11
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Miller SR. An appraisal of the enzyme stability‐activity trade‐off. Evolution 2017; 71:1876-1887. [DOI: 10.1111/evo.13275] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 05/09/2017] [Indexed: 12/23/2022]
Affiliation(s)
- Scott R. Miller
- Division of Biological SciencesThe University of Montana Missoula Montana 59812
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12
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The importance of the non-active site and non-periodical structure located histidine residue respect to the structure and function of exo-inulinase. Int J Biol Macromol 2017; 98:542-549. [DOI: 10.1016/j.ijbiomac.2017.01.130] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Revised: 01/15/2017] [Accepted: 01/30/2017] [Indexed: 11/19/2022]
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13
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Westphal AH, Geerke-Volmer AA, van Mierlo CPM, van Berkel WJH. Chaotropic heat treatment resolves native-like aggregation of a heterologously produced hyperthermostable laminarinase. Biotechnol J 2017; 12. [PMID: 28403549 DOI: 10.1002/biot.201700007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 04/10/2017] [Accepted: 04/11/2017] [Indexed: 11/10/2022]
Abstract
Production of hyperthermostable enzymes in mesophilic hosts frequently causes undesired aggregation of these proteins. During production of Pyrococcus furiosus endo-β-1,3 glucanase (LamA) in Escherichia coli, soluble and insoluble species form. Here, the authors address the composition of this mixture, including the nature of LamA conformers, and establish a method to increase the yield of native monomer. With gel electrophoresis, size-exclusion chromatography, light scattering, circular dichroism and enzyme kinetics the authors show that approximately 50 % of heterologously produced LamA is soluble, and that 40 % of this fraction constitutes native-like oligomers and non-native monomers. Soluble oligomers display, like native LamA monomer, substrate inhibition, although with poor activity. Treatment of soluble oligomers with 3 M guanidinium hydrochloride at 80 °C yields up to 75 % properly active monomer. Non-native monomer shows low specific activity without substrate inhibition. Incubating non-native monomer with 3 M guanidinium hydrochloride at 80 °C causes formation of 25 % native LamA. Also, a large amount of insoluble LamA aggregates can be converted into soluble native monomer by application of this procedure. Thus, chaotropic heat treatment can improve the yield and quality of hyperthermostable proteins that form aberrant species during production in E. coli.
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Affiliation(s)
- Adrie H Westphal
- Laboratory of Biochemistry, Wageningen University & Research, Wageningen, The Netherlands
| | - Astrid A Geerke-Volmer
- Laboratory of Biochemistry, Wageningen University & Research, Wageningen, The Netherlands.,Present address: Technology & Support, Aspen Oss B.V., Oss, The Netherlands
| | - Carlo P M van Mierlo
- Laboratory of Biochemistry, Wageningen University & Research, Wageningen, The Netherlands
| | - Willem J H van Berkel
- Laboratory of Biochemistry, Wageningen University & Research, Wageningen, The Netherlands
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14
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Thirumuruganandham SP, Gómez EA, Lakshmanan S, Hamblin MR. Terahertz Frequency Spectroscopy to Determine Cold Shock Protein Stability upon Solvation and Evaporation - A Molecular Dynamics Study. IEEE TRANSACTIONS ON TERAHERTZ SCIENCE AND TECHNOLOGY 2017; 7:131-143. [PMID: 30881732 PMCID: PMC6419770 DOI: 10.1109/tthz.2016.2637380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
Infrared (IR) and Terahertz (THz) spectroscopy simulations were carried out using CHARMM35b2 to determine protein stability. The stabilities of three bacterial cold shock proteins (Csps) originating from mesophiles, thermophiles and hyper- thermophiles respectively were investigated in this study. The three different Csps were investigated by Normal-Mode analysis and Molecular Dynamics simulation of THz spectra using the Hessian matrix for solvated systems, interpreted in the harmonic approximation at optimum near-melting temperatures of each homologue, by incorporating differences in the hydrous and anhydrous states of the Csps. The results show slight variations in the large scale protein motion. However, the IR spectra of Csps observed at the low frequency saddle surface region, clearly distinguishes the thermophilic and mesophilic proteins based on their stability. Further studies on protein stability employing low-frequency collective modes have the potential to reveal functionally important conformational changes that are biologically significant.
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Affiliation(s)
| | - Edgar A Gómez
- Programa de Física, Universidad del Quindío, Armenia, Colombia
| | - Shanmugamurthy Lakshmanan
- Department of Dermatology, Harvard Medical School, Boston, MA 02114, USA
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Michael R Hamblin
- Department of Dermatology, Harvard Medical School, Boston, MA 02114, USA
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA 02114, USA
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15
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Goomber S, Chopra N, Kaur Bedi G, Kaur J. Comparative analysis of point mutations on protein COOH terminal near surface and its hydrophobic core provide insights on thermostability of Bacillus Lipase LipJ. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.molcatb.2017.04.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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16
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Deletion of loop fragment adjacent to active site diminishes the stability and activity of exo-inulinase. Int J Biol Macromol 2016; 92:1234-1241. [DOI: 10.1016/j.ijbiomac.2016.08.039] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2016] [Revised: 08/04/2016] [Accepted: 08/11/2016] [Indexed: 11/20/2022]
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17
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Yakimov A, Afanaseva A, Khodorkovskiy M, Petukhov M. Design of Stable α-Helical Peptides and Thermostable Proteins in Biotechnology and Biomedicine. Acta Naturae 2016; 8:70-81. [PMID: 28050268 PMCID: PMC5199208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2016] [Indexed: 11/24/2022] Open
Abstract
α-Helices are the most frequently occurring elements of the secondary structure in water-soluble globular proteins. Their increased conformational stability is among the main reasons for the high thermal stability of proteins in thermophilic bacteria. In addition, α-helices are often involved in protein interactions with other proteins, nucleic acids, and the lipids of cell membranes. That is why the highly stable α-helical peptides used as highly active and specific inhibitors of protein-protein and other interactions have recently found more applications in medicine. Several different approaches have been developed in recent years to improve the conformational stability of α-helical peptides and thermostable proteins, which will be discussed in this review. We also discuss the methods for improving the permeability of peptides and proteins across cellular membranes and their resistance to intracellular protease activity. Special attention is given to the SEQOPT method (http://mml.spbstu.ru/services/seqopt/), which is used to design conformationally stable short α-helices.
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Affiliation(s)
- A.P. Yakimov
- Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya Str., 29, St. Petersburg 195251 , Russia
- Petersburg Nuclear Physics Institute, National Research Center “Kurchatov Institute”, Orlova Roscha, 1, Gatchina, 188300, Russia
| | - A.S. Afanaseva
- Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya Str., 29, St. Petersburg 195251 , Russia
- Petersburg Nuclear Physics Institute, National Research Center “Kurchatov Institute”, Orlova Roscha, 1, Gatchina, 188300, Russia
| | - M.A. Khodorkovskiy
- Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya Str., 29, St. Petersburg 195251 , Russia
| | - M.G. Petukhov
- Peter the Great St. Petersburg Polytechnic University, Polytechnicheskaya Str., 29, St. Petersburg 195251 , Russia
- Petersburg Nuclear Physics Institute, National Research Center “Kurchatov Institute”, Orlova Roscha, 1, Gatchina, 188300, Russia
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18
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Tych KM, Batchelor M, Hoffmann T, Wilson MC, Hughes ML, Paci E, Brockwell DJ, Dougan L. Differential Effects of Hydrophobic Core Packing Residues for Thermodynamic and Mechanical Stability of a Hyperthermophilic Protein. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:7392-7402. [PMID: 27338140 DOI: 10.1021/acs.langmuir.6b01550] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Proteins from organisms that have adapted to environmental extremes provide attractive systems to explore and determine the origins of protein stability. Improved hydrophobic core packing and decreased loop-length flexibility can increase the thermodynamic stability of proteins from hyperthermophilic organisms. However, their impact on protein mechanical stability is not known. Here, we use protein engineering, biophysical characterization, single-molecule force spectroscopy (SMFS), and molecular dynamics (MD) simulations to measure the effect of altering hydrophobic core packing on the stability of the cold shock protein TmCSP from the hyperthermophilic bacterium Thermotoga maritima. We make two variants of TmCSP in which a mutation is made to reduce the size of aliphatic groups from buried hydrophobic side chains. In the first, a mutation is introduced in a long loop (TmCSP L40A); in the other, the mutation is introduced on the C-terminal β-strand (TmCSP V62A). We use MD simulations to confirm that the mutant TmCSP L40A shows the most significant increase in loop flexibility, and mutant TmCSP V62A shows greater disruption to the core packing. We measure the thermodynamic stability (ΔGD-N) of the mutated proteins and show that there is a more significant reduction for TmCSP L40A (ΔΔG = 63%) than TmCSP V62A (ΔΔG = 47%), as might be expected on the basis of the relative reduction in the size of the side chain. By contrast, SMFS measures the mechanical stability (ΔG*) and shows a greater reduction for TmCSP V62A (ΔΔG* = 8.4%) than TmCSP L40A (ΔΔG* = 2.5%). While the impact on the mechanical stability is subtle, the results demonstrate the power of tuning noncovalent interactions to modulate both the thermodynamic and mechanical stability of a protein. Such understanding and control provide the opportunity to design proteins with optimized thermodynamic and mechanical properties.
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Affiliation(s)
- Katarzyna M Tych
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - Matthew Batchelor
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - Toni Hoffmann
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - Michael C Wilson
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - Megan L Hughes
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - Emanuele Paci
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - David J Brockwell
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
| | - Lorna Dougan
- School of Physics and Astronomy, ‡Astbury Centre for Structural and Molecular Biology, and §School of Molecular and Cellular Biology, University of Leeds , Leeds, LS2 9JT, United Kingdom
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19
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Katava M, Kalimeri M, Stirnemann G, Sterpone F. Stability and Function at High Temperature. What Makes a Thermophilic GTPase Different from Its Mesophilic Homologue. J Phys Chem B 2016; 120:2721-30. [DOI: 10.1021/acs.jpcb.6b00306] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Affiliation(s)
- Marina Katava
- CNRS (UPR9080),
Institut de Biologie Physico-Chimique, Université de Paris
Sorbonne Cité et Paris Science et Lettres, Univ. Paris Diderot,
Laboratoire de Biochimie Théorique, 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - Maria Kalimeri
- Department
of Physics, Tampere University of Technology, Tampere, Finland
| | - Guillaume Stirnemann
- CNRS (UPR9080),
Institut de Biologie Physico-Chimique, Université de Paris
Sorbonne Cité et Paris Science et Lettres, Univ. Paris Diderot,
Laboratoire de Biochimie Théorique, 13 rue Pierre et Marie Curie, 75005, Paris, France
| | - Fabio Sterpone
- CNRS (UPR9080),
Institut de Biologie Physico-Chimique, Université de Paris
Sorbonne Cité et Paris Science et Lettres, Univ. Paris Diderot,
Laboratoire de Biochimie Théorique, 13 rue Pierre et Marie Curie, 75005, Paris, France
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20
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Abstract
Using structure and sequence based analysis we can engineer proteins to increase their thermal stability.
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Affiliation(s)
- H. Pezeshgi Modarres
- Molecular Cell Biomechanics Laboratory
- Departments of Bioengineering and Mechanical Engineering
- University of California Berkeley
- Berkeley
- USA
| | - M. R. Mofrad
- Molecular Cell Biomechanics Laboratory
- Departments of Bioengineering and Mechanical Engineering
- University of California Berkeley
- Berkeley
- USA
| | - A. Sanati-Nezhad
- BioMEMS and Bioinspired Microfluidic Laboratory
- Department of Mechanical and Manufacturing Engineering
- University of Calgary
- Calgary
- Canada
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21
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Mazola Y, Guirola O, Palomares S, Chinea G, Menéndez C, Hernández L, Musacchio A. A comparative molecular dynamics study of thermophilic and mesophilic β-fructosidase enzymes. J Mol Model 2015; 21:228. [PMID: 26267297 DOI: 10.1007/s00894-015-2772-4] [Citation(s) in RCA: 65] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 07/20/2015] [Indexed: 02/02/2023]
Abstract
Arabidopsis thaliana cell wall invertase 1 (AtcwINV1) and Thermotoga maritima β-fructosidase (BfrA) are among the best structurally studied members of the glycoside hydrolase family 32. Both enzymes hydrolyze sucrose as the main substrate but differ strongly in their thermal stability. Mesophilic AtcwINV1 and thermophilic BfrA have divergent sequence similarities in the N-terminal five bladed β-propeller catalytic domain (31 %) and the C-terminal β-sandwich domain (15 %) of unknown function. The two enzymes were subjected to 200 ns molecular dynamics simulations at 300 K (27 °C) and 353 K (80 °C). Regular secondary structure regions, but not loops, in AtcwINV1 and BfrA showed no significant fluctuation differences at both temperatures. BfrA was more rigid than AtcwINV1 at 300 K. The simulation at 353 K did not alter the structural stability of BfrA, but did increase the overall flexibility of AtcwINV1 exhibiting the most fluctuating regions in the β-propeller domain. The simulated heat treatment also increased the gyration radius and hydrophobic solvent accessible surface area of the plant enzyme, consistent with the initial steps of an unfolding process. The preservation of the conformational rigidity of BfrA at 353 K is linked to the shorter size of the protein loops. Shortening of BfrA loops appears to be a key mechanism for thermostability.
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Affiliation(s)
- Yuliet Mazola
- Department of Bioinformatics, Center for Genetic Engineering and Biotechnology (CIGB), Ave. 31 e/ 158 and 190, Playa, P.O. Box 6162, Havana, 10600, Cuba,
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22
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Lee CW, Wang HJ, Hwang JK, Tseng CP. Protein thermal stability enhancement by designing salt bridges: a combined computational and experimental study. PLoS One 2014; 9:e112751. [PMID: 25393107 PMCID: PMC4231051 DOI: 10.1371/journal.pone.0112751] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2014] [Accepted: 10/18/2014] [Indexed: 11/21/2022] Open
Abstract
Protein thermal stability is an important factor considered in medical and industrial applications. Many structural characteristics related to protein thermal stability have been elucidated, and increasing salt bridges is considered as one of the most efficient strategies to increase protein thermal stability. However, the accurate simulation of salt bridges remains difficult. In this study, a novel method for salt-bridge design was proposed based on the statistical analysis of 10,556 surface salt bridges on 6,493 X-ray protein structures. These salt bridges were first categorized based on pairing residues, secondary structure locations, and Cα–Cα distances. Pairing preferences generalized from statistical analysis were used to construct a salt-bridge pair index and utilized in a weighted electrostatic attraction model to find the effective pairings for designing salt bridges. The model was also coupled with B-factor, weighted contact number, relative solvent accessibility, and conservation prescreening to determine the residues appropriate for the thermal adaptive design of salt bridges. According to our method, eight putative salt-bridges were designed on a mesophilic β-glucosidase and 24 variants were constructed to verify the predictions. Six putative salt-bridges leaded to the increase of the enzyme thermal stability. A significant increase in melting temperature of 8.8, 4.8, 3.7, 1.3, 1.2, and 0.7°C of the putative salt-bridges N437K–D49, E96R–D28, E96K–D28, S440K–E70, T231K–D388, and Q277E–D282 was detected, respectively. Reversing the polarity of T231K–D388 to T231D–D388K resulted in a further increase in melting temperatures by 3.6°C, which may be caused by the transformation of an intra-subunit electrostatic interaction into an inter-subunit one depending on the local environment. The combination of the thermostable variants (N437K, E96R, T231D and D388K) generated a melting temperature increase of 15.7°C. Thus, this study demonstrated a novel method for the thermal adaptive design of salt bridges through inference of suitable positions and substitutions.
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Affiliation(s)
- Chi-Wen Lee
- Institute of Bioinformatics and Systems Biology, College of Biological Science and Technology, National Chiao Tung University, Hsinchu, Taiwan, Republic of China
| | - Hsiu-Jung Wang
- Department of Biological Science and Technology, College of Biological Science and Technology, National Chiao Tung University, Hsinchu, Taiwan, Republic of China
| | - Jenn-Kang Hwang
- Institute of Bioinformatics and Systems Biology, College of Biological Science and Technology, National Chiao Tung University, Hsinchu, Taiwan, Republic of China
- * E-mail: (JKH); (CPT)
| | - Ching-Ping Tseng
- Department of Biological Science and Technology, College of Biological Science and Technology, National Chiao Tung University, Hsinchu, Taiwan, Republic of China
- * E-mail: (JKH); (CPT)
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23
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Frappier V, Najmanovich R. Vibrational entropy differences between mesophile and thermophile proteins and their use in protein engineering. Protein Sci 2014; 24:474-83. [PMID: 25367089 DOI: 10.1002/pro.2592] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2014] [Revised: 10/16/2014] [Accepted: 10/17/2014] [Indexed: 11/10/2022]
Abstract
We recently introduced ENCoM, an elastic network atomic contact model, as the first coarse-grained normal mode analysis method that accounts for the nature of amino acids and can predict the effect of mutations on thermostability based on changes vibrational entropy. In this proof-of-concept article, we use pairs of mesophile and thermophile homolog proteins with identical structures to determine if a measure of vibrational entropy based on normal mode analysis can discriminate thermophile from mesophile proteins. We observe that in around 60% of cases, thermophile proteins are more rigid at equivalent temperatures than their mesophile counterpart and this difference can guide the design of proteins to increase their thermostability through series of mutations. We observe that mutations separating thermophile proteins from their mesophile orthologs contribute independently to a decrease in vibrational entropy and discuss the application and implications of this methodology to protein engineering.
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Affiliation(s)
- Vincent Frappier
- Department of Biochemistry, Faculty of Medicine and Health Sciences, University of Sherbrooke, J1H 5N4, Quebec, Canada
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24
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Molecular basis of thermal stability in truncated (2/2) hemoglobins. Biochim Biophys Acta Gen Subj 2014; 1840:2281-8. [PMID: 24704259 DOI: 10.1016/j.bbagen.2014.03.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2013] [Revised: 03/14/2014] [Accepted: 03/25/2014] [Indexed: 11/23/2022]
Abstract
BACKGROUND Understanding the molecular mechanism through which proteins are functional at extreme high and low temperatures is one of the key issues in structural biology. To investigate this phenomenon, we have focused on two instructive truncated hemoglobins from Thermobifida fusca (Tf-trHbO) and Mycobacterium tuberculosis (Mt-trHbO); although the two proteins are structurally nearly identical, only the former is stable at high temperatures. METHODS We used molecular dynamics simulations at different temperatures as well as thermal melting profile measurements of both wild type proteins and two mutants designed to interchange the amino acid residue, either Pro or Gly, at E3 position. RESULTS The results show that the presence of a Pro at the E3 position is able to increase (by 8°) or decrease (by 4°) the melting temperature of Mt-trHbO and Tf-trHbO, respectively. We observed that the ProE3 alters the structure of the CD loop, making it more flexible. CONCLUSIONS This gain in flexibility allows the protein to concentrate its fluctuations in this single loop and avoid unfolding. The alternate conformations of the CD loop also favor the formation of more salt-bridge interactions, together augmenting the protein's thermostability. GENERAL SIGNIFICANCE These results indicate a clear structural and dynamical role of a key residue for thermal stability in truncated hemoglobins.
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25
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Tai H, Tonegawa K, Shibata T, Hemmi H, Kobayashi N, Yamamoto Y. Inversion of the stereochemistry around the sulfur atom of the axial methionine side chain through alteration of amino acid side chain packing in Hydrogenobacter thermophilus cytochrome C552 and its functional consequences. Biochemistry 2013; 52:4800-9. [PMID: 23796250 DOI: 10.1021/bi4004028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
In cytochrome c, the coordination of the axial Met Sδ atom to the heme Fe atom occurs in one of two distinctly different stereochemical manners, i.e., R and S configurations, depending upon which of the two lone pairs of the Sδ atom is involved in the bond; hence, the Fe-coordinated Sδ atom becomes a chiral center. In this study, we demonstrated that an alteration of amino acid side chain packing induced by the mutation of a single amino acid residue, i.e., the A73V mutation, in Hydrogenobacter thermophilus cytochrome c552 (HT) forces the inversion of the stereochemistry around the Sδ atom from the R configuration [Travaglini-Allocatelli, C., et al. (2005) J. Biol. Chem. 280, 25729-25734] to the S configuration. Functional comparison between the wild-type HT and the A73V mutant possessing the R and S configurations as to the stereochemistry around the Sδ atom, respectively, demonstrated that the redox potential (Em) of the mutant at pH 6.00 and 25 °C exhibited a positive shift of ∼20 mV relative to that of the wild-type HT, i.e., 245 mV, in an entropic manner. Because these two proteins have similar enthalpically stabilizing interactions, the difference in the entropic contribution to the Em value between them is likely to be due to the effect of the conformational alteration of the axial Met side chain associated with the inversion of the stereochemistry around the Sδ atom due to the effect of mutation on the internal mobility of the loop bearing the axial Met. Thus, the present study demonstrated that the internal mobility of the loop bearing the axial Met, relevant to entropic control of the redox function of the protein, is affected quite sensitively by the contextual stereochemical packing of amino acid side chains in the proximity of the axial Met.
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Affiliation(s)
- Hulin Tai
- Department of Chemistry, University of Tsukuba , Tsukuba 305-8571, Japan
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26
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Mamonova TB, Glyakina AV, Galzitskaya OV, Kurnikova MG. Stability and rigidity/flexibility-two sides of the same coin? BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2013; 1834:854-66. [PMID: 23416444 DOI: 10.1016/j.bbapap.2013.02.011] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2012] [Revised: 12/21/2012] [Accepted: 02/07/2013] [Indexed: 10/27/2022]
Abstract
Protein molecules require both flexibility and rigidity for functioning. The fast and accurate prediction of protein rigidity/flexibility is one of the important problems in protein science. We have determined flexible regions for four homologous pairs from thermophilic and mesophilic organisms by two methods: the fast FoldUnfold which uses amino acid sequence and the time consuming MDFirst which uses three-dimensional structures. We demonstrate that both methods allow determining flexible regions in protein structure. For three of the four thermophile-mesophile pairs of proteins, FoldUnfold predicts practically the same flexible regions which have been found by the MD/First method. As expected, molecular dynamics simulations show that thermophilic proteins are more rigid in comparison to their mesophilic homologues. Analysis of rigid clusters and their decomposition provides new insights into protein stability. It has been found that the local networks of salt bridges and hydrogen bonds in thermophiles render their structure more stable with respect to fluctuations of individual contacts. Such network includes salt bridge triads Agr-Glu-Lys and Arg-Glu-Arg, or salt bridges (such as Arg-Glu) connected with hydrogen bonds. This ionic network connects alpha helices and rigidifies the structure. Mesophiles can be characterized by stand alone salt bridges and hydrogen bonds or small ionic clusters. Such difference in the network of salt bridges results in different flexibility of homologous proteins. Combining both approaches allows characterizing structural features in atomic detail that determine the rigidity/flexibility of a protein structure. This article is a part of a Special Issue entitled: The emerging dynamic view of proteins: Protein plasticity in allostery, evolution and self-assembly.
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Affiliation(s)
- Tatyana B Mamonova
- Department of Pharmacology and Chemical Biology, University of Pittsburgh, Pittsburgh, PA 15261, USA
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27
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Rahaman O, Melchionna S, Laage D, Sterpone F. The effect of protein composition on hydration dynamics. Phys Chem Chem Phys 2013; 15:3570-6. [PMID: 23381660 DOI: 10.1039/c3cp44582h] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Water dynamics at the surface of two homologous proteins with different thermal resistances is found to be unaffected by the different underlying amino-acid compositions, and when proteins are folded it responds similarly to temperature variations. Upon unfolding the water dynamics slowdown with respect to bulk decreases by a factor of two. Our findings are explained by the dominant topological perturbation induced by the protein on the water hydrogen bond dynamics.
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Affiliation(s)
- O Rahaman
- Laboratoire de Biochimie Théorique, CNRS, UPR9080, Université Paris Diderot, Sorbonne Paris Cité, Institut de Biologie Physico-Chimique, Paris, France
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28
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Role of active site rigidity in activity: MD simulation and fluorescence study on a lipase mutant. PLoS One 2012; 7:e35188. [PMID: 22514720 PMCID: PMC3325981 DOI: 10.1371/journal.pone.0035188] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2012] [Accepted: 03/09/2012] [Indexed: 11/19/2022] Open
Abstract
Relationship between stability and activity of enzymes is maintained by underlying conformational flexibility. In thermophilic enzymes, a decrease in flexibility causes low enzyme activity while in less stable proteins such as mesophiles and psychrophiles, an increase in flexibility is associated with enhanced enzyme activity. Recently, we identified a mutant of a lipase whose stability and activity were enhanced simultaneously. In this work, we probed the conformational dynamics of the mutant and the wild type lipase, particularly flexibility of their active site using molecular dynamic simulations and time-resolved fluorescence techniques. In contrast to the earlier observations, our data show that active site of the mutant is more rigid than wild type enzyme. Further investigation suggests that this lipase needs minimal reorganization/flexibility of active site residues during its catalytic cycle. Molecular dynamic simulations suggest that catalytically competent active site geometry of the mutant is relatively more preserved than wild type lipase, which might have led to its higher enzyme activity. Our study implies that widely accepted positive correlation between conformation flexibility and enzyme activity need not be stringent and draws attention to the possibility that high enzyme activity can still be accomplished in a rigid active site and stable protein structures. This finding has a significant implication towards better understanding of involvement of dynamic motions in enzyme catalysis and enzyme engineering through mutations in active site.
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29
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Marcos E, Jiménez A, Crehuet R. Dynamic Fingerprints of Protein Thermostability Revealed by Long Molecular Dynamics. J Chem Theory Comput 2012; 8:1129-42. [DOI: 10.1021/ct200877z] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Enrique Marcos
- Department
of Biological Chemistry and Molecular Modelling,
Institute of Advanced Chemistry of Catalonia (IQAC - CSIC), E-08034
Barcelona, Spain
| | - Aurora Jiménez
- Department
of Biological Chemistry and Molecular Modelling,
Institute of Advanced Chemistry of Catalonia (IQAC - CSIC), E-08034
Barcelona, Spain
| | - Ramon Crehuet
- Department
of Biological Chemistry and Molecular Modelling,
Institute of Advanced Chemistry of Catalonia (IQAC - CSIC), E-08034
Barcelona, Spain
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30
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Neira JL, Sevilla P, García-Blanco F. The C-terminal sterile alpha motif (SAM) domain of human p73 is a highly dynamic protein, which acquires high thermal stability through a decrease in backbone flexibility. Phys Chem Chem Phys 2012; 14:10308-23. [DOI: 10.1039/c2cp41179b] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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31
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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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32
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Botelho HM, Gomes CM. Structural reorganization renders enhanced metalloprotein stability. Chem Commun (Camb) 2011; 47:11149-51. [PMID: 21894348 DOI: 10.1039/c1cc13354c] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The enhanced stability of a mesophilic metalloprotein was assessed using biophysical spectroscopies. Significant local structural interconversions during thermal insult account for a reorganization of the protein scaffold, without disturbing the active metal site. This cushioning mechanism is proposed to be a generic property of metalloproteins contributing to enhanced stability.
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Affiliation(s)
- Hugo M Botelho
- Instituto de Tecnologia Química e Biológica, Universidade Nova de Lisboa, Av. República, EAN 2785-572, Oeiras, Portugal
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33
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Comparison of the structural basis for thermal stability between archaeal and bacterial proteins. Extremophiles 2011; 16:67-78. [PMID: 22015540 DOI: 10.1007/s00792-011-0406-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2011] [Accepted: 10/07/2011] [Indexed: 10/16/2022]
Abstract
In this study, the structural basis for thermal stability in archaeal and bacterial proteins was investigated. There were many common factors that confer resistance to high temperature in both archaeal and bacterial proteins. These factors include increases in the Lys content, the bends and blanks of secondary structure, the Glu content of salt bridge; decreases in the number of main-side chain hydrogen bond and exposed surface area, and changes in the bends and blanks of amino acids. Certainly, the utilization of charged amino acids to form salt bridges is a primary factor. In both heat-resistant archaeal and bacterial proteins, most Glu and Asp participate in the formation of salt bridges. Other factors may influence either archaeal or bacterial protein thermostability, which includes the more frequent occurrence of shorter 3(10)-helices and increased hydrophobicity in heat-resistant archaeal proteins. However, there were increases in average helix length, the Glu content in salt bridges, temperature factors and decreases in the number of main-side chain hydrogen bonds, uncharged-uncharged hydrogen bonds, hydrophobicity, and buried and exposed polar surface area in heat-resistant bacterial proteins. Evidently, there are few similarities and many disparities between the heat-resistant mechanisms of archaeal and bacterial proteins.
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34
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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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35
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Gamiz-Hernandez AP, Kieseritzky G, Ishikita H, Knapp EW. Rubredoxin Function: Redox Behavior from Electrostatics. J Chem Theory Comput 2011; 7:742-52. [DOI: 10.1021/ct100476h] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ana Patricia Gamiz-Hernandez
- Institute of Chemistry and Biochemistry, Department of Biology, Chemistry and Pharmacy, Freie Universität Berlin, Fabeckstrasse 36a, D-14195, Berlin, Germany
| | - Gernot Kieseritzky
- Institute of Chemistry and Biochemistry, Department of Biology, Chemistry and Pharmacy, Freie Universität Berlin, Fabeckstrasse 36a, D-14195, Berlin, Germany
| | - Hiroshi Ishikita
- Career-Path Promotion Unit for Young Life Scientists, Kyoto University, 202 Building E, Graduate School of Medicine, Yoshida-Konoe-cho, Sakyo-ku, Kyoto 606-8501, Japan
| | - E. W. Knapp
- Institute of Chemistry and Biochemistry, Department of Biology, Chemistry and Pharmacy, Freie Universität Berlin, Fabeckstrasse 36a, D-14195, Berlin, Germany
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36
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Mamonova TB, Glyakina AV, Kurnikova MG, Galzitskaya OV. Flexibility and mobility in mesophilic and thermophilic homologous proteins from molecular dynamics and FoldUnfold method. J Bioinform Comput Biol 2010; 8:377-94. [PMID: 20556851 DOI: 10.1142/s0219720010004690] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2009] [Revised: 12/24/2009] [Accepted: 01/15/2010] [Indexed: 11/18/2022]
Abstract
To function properly protein molecules require both flexibility and rigidity, therefore fast and accurate prediction of protein rigidity/flexibility is one of the important problems in protein science. In this work we used two theoretical approaches to determine flexible regions in four homologous pairs of proteins from thermophilic and mesophilic organisms. Protein pairs chosen in this study were selected to represent four typical folding classes. Our first approach, FoldUnfold, uses amino acid sequence and statistical information on the density of contacts of amino acids in tertiary structures of known globular proteins. The main advantages of such knowledge-based methodology are its computational speed and ability to make predictions in the absence of three-dimensional (3D) structure of a protein. The second approach uses a graph theory-based rigid cluster decomposition termed FIRST, applied together with Molecular Dynamics (MD) simulations of proteins with known structure. While MD simulations are time-consuming, they are the most direct way of studying physical properties of proteins, including their rigidity/flexibility. Flexible regions predicted by both methods in this work were in good agreement with each other. We also showed that high mobility of a site is not necessarily indicative of its high flexibility and vice versa. In our simulations thermophile proteins were less flexible than their mesophilic homologues. Longer flexible loops were found in mesophilic proteins of all classes.
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Affiliation(s)
- Tatyana B Mamonova
- Chemistry Department, Carnegie Mellon University, Pittsburgh, PA 15213, USA.
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Morleo A, Bonomi F, Iametti S, Huang VW, Kurtz DM. Iron-nucleated folding of a metalloprotein in high urea: resolution of metal binding and protein folding events. Biochemistry 2010; 49:6627-34. [PMID: 20614892 DOI: 10.1021/bi100630t] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Addition of iron salts to chaotrope-denatured aporubredoxin (apoRd) leads to nearly quantitative recovery of its single Fe(SCys)(4) site and native protein structure without significant dilution of the chaotrope. This "high-chaotrope" approach was used to examine iron binding and protein folding events using stopped-flow UV-vis absorption and CD spectroscopies. With a 100-fold molar excess of ferrous iron over denatured apoRd maintained in 5 M urea, the folded holoFe(III)Rd structure was recovered in >90% yield with a t(1/2) of <10 ms. More modest excesses of iron also gave nearly quantitative holoRd formation in 5 M urea but with chronological resolution of iron binding and protein folding events. The results indicate structural recovery in 5 M urea consists of the minimal sequence: (1) binding of ferrous iron to the unfolded apoRd, (2) rapid formation of a near-native ferrous Fe(SCys)(4) site within a protein having no detectable secondary structure, and (3) recovery of the ferrous Fe(SCys)(4) site chiral environment nearly concomitantly with (4) recovery of the native protein secondary structure. The rate of step 2 (and, by inference, step 1) was not saturated even at a 100-fold molar excess of iron. Analogous results obtained for Cys --> Ser iron ligand variants support formation of an unfolded-Fe(SCys)(3) complex between steps 1 and 2, which we propose is the key nucleation event that pulls together distal regions of the protein chain. These results show that folding of chaotrope-denatured apoRd is iron-nucleated and driven by extraordinarily rapid formation of the Fe(SCys)(4) site from an essentially random coil apoprotein. This high-chaotrope, multispectroscopy approach could clarify folding pathways of other [M(SCys)(3)]- or [M(SCys)(4)]-containing proteins.
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Affiliation(s)
- Anna Morleo
- DISMA, University of Milan, Via G. Celoria 2, 20133 Milan, Italy
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Meharenna YT, Poulos TL. Using molecular dynamics to probe the structural basis for enhanced stability in thermal stable cytochromes P450. Biochemistry 2010; 49:6680-6. [PMID: 20593793 DOI: 10.1021/bi100929x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
High-temperature molecular dynamics (MD) has been used to assess if MD can be employed as a useful tool for probing the structural basis for enhanced stability in thermal stable cytochromes P450. CYP119, the most thermal stable P450 known, unfolds more slowly during 500 K MD simulations than P450s that melt at lower temperatures, P450cam and P450cin. A comparison of the 500 K MD trajectories shows that the Cys ligand loop, a critically important structural feature just under the heme, in both P450cin and P450cam completely unfolds while this region is quite stable in CYP119. In CYP119, this region is stabilized by tight nonpolar interactions involving Tyr26 and Leu308. The corresponding residues in P450cam are Gly and Thr, respectively. The in silico generated Y26A/L308A CYP119 double mutant is substantially less stable than wild-type CYP119, and the Cys ligand loop unfolds in a manner similar to that of P450cam. The MD thus has identified a potential "hot spot" important for stability. As an experimental test of the MD results, the Y26A/L308A double mutant was prepared, and thermal melting curves show that the double mutant exhibits a melting temperature (T(m)) 16 degrees C lower than that of wild-type CYP119. Control mutations that were predicted by MD not to destabilize the protein were also generated, and the experimental melting temperature was not significantly different from that of the wild-type enzyme. Therefore, high-temperature MD is a useful tool in predicting the structural underpinnings of thermal stability in P450s.
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Affiliation(s)
- Yergalem T Meharenna
- Department of Molecular Biology and Biochemistry, University of California, Irvine, California 92697-3900, USA
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Dynameomics: a comprehensive database of protein dynamics. Structure 2010; 18:423-35. [PMID: 20399180 DOI: 10.1016/j.str.2010.01.012] [Citation(s) in RCA: 114] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2009] [Revised: 01/17/2010] [Accepted: 01/21/2010] [Indexed: 12/15/2022]
Abstract
The dynamic behavior of proteins is important for an understanding of their function and folding. We have performed molecular dynamics simulations of the native state and unfolding pathways of over 2000 protein/peptide systems (approximately 11,000 independent simulations) representing the majority of folds in globular proteins. These data are stored and organized using an innovative database approach, which can be mined to obtain both general and specific information about the dynamics and folding/unfolding of proteins, relevant subsets thereof, and individual proteins. Here we describe the project in general terms and the type of information contained in the database. Then we provide examples of mining the database for information relevant to protein folding, structure building, the effect of single-nucleotide polymorphisms, and drug design. The native state simulation data and corresponding analyses for the 100 most populated metafolds, together with related resources, are publicly accessible through http://www.dynameomics.org.
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Merkley ED, Parson WW, Daggett V. Temperature dependence of the flexibility of thermophilic and mesophilic flavoenzymes of the nitroreductase fold. Protein Eng Des Sel 2010; 23:327-36. [PMID: 20083491 PMCID: PMC2851445 DOI: 10.1093/protein/gzp090] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2009] [Revised: 12/17/2009] [Accepted: 12/18/2009] [Indexed: 11/13/2022] Open
Abstract
A widely held hypothesis regarding the thermostability of thermophilic proteins states asserts that, at any given temperature, thermophilic proteins are more rigid than their mesophilic counterparts. Many experimental and computational studies have addressed this question with conflicting results. Here, we compare two homologous enzymes, one mesophilic (Escherichia coli FMN-dependent nitroreductase; NTR) and one thermophilic (Thermus thermophilus NADH oxidase; NOX), by multiple molecular dynamics simulations at temperatures from 5 to 100 degrees C. We find that the global rigidity/flexibility of the two proteins, assessed by a variety of metrics, is similar on the time scale of our simulations. However, the thermophilic enzyme retains its native conformation to a much greater degree at high temperature than does the mesophilic enzyme, both globally and within the active site. The simulations identify the helix F-helix G 'arm' as the region with the greatest difference in loss of native contacts between the two proteins with increasing temperature. In particular, a network of electrostatic interactions holds helix F to the body of the protein in the thermophilic protein, and this network is absent in the mesophilic counterpart.
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Affiliation(s)
- Eric D. Merkley
- Department of Biochemistry, University of Washington, Box 357350, Seattle, Washington 98195-7350, USA
| | - William W. Parson
- Department of Biochemistry, University of Washington, Box 357350, Seattle, Washington 98195-7350, USA
| | - Valerie Daggett
- Department of Biochemistry, University of Washington, Box 357350, Seattle, Washington 98195-7350, USA
- Department of Bioengineering, University of Washington, Box 355061, Seattle, WA 98195-5061, USA
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Rubredoxin mutant A51C unfolding dynamics: A Förster Resonance Energy Transfer study. Biophys Chem 2010; 148:131-7. [DOI: 10.1016/j.bpc.2010.03.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2010] [Revised: 03/03/2010] [Accepted: 03/05/2010] [Indexed: 11/18/2022]
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Abstract
The source of increased stability in proteins from organisms that thrive in extreme thermal environments is not well understood. Previous experimental and theoretical studies have suggested many different features possibly responsible for such thermostability. Many of these thermostabilizing mechanisms can be accounted for in terms of structural rigidity. Thus a plausible hypothesis accounting for this remarkable stability in thermophilic enzymes states that these enzymes have enhanced conformational rigidity at temperatures below their native, functioning temperature. Experimental evidence exists to both support and contradict this supposition. We computationally investigate the relationship between thermostability and rigidity using rubredoxin as a case study. The mechanical rigidity is calculated using atomic models of homologous rubredoxin structures from the hyperthermophile Pyrococcus furiosus and mesophile Clostridium pasteurianum using the FIRST software. A global increase in structural rigidity (equivalently a decrease in flexibility) corresponds to an increase in thermostability. Locally, rigidity differences (between mesophilic and thermophilic structures) agree with differences in protection factors.
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Affiliation(s)
- A J Rader
- Department of Physics and Center for Mathematical Biosciences, Indiana University-Purdue University at Indianapolis, Indianapolis, IN, USA.
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Krishnamurthy H, Munro K, Yan H, Vieille C. Dynamics in Thermotoga neapolitana adenylate kinase: 15N relaxation and hydrogen-deuterium exchange studies of a hyperthermophilic enzyme highly active at 30 degrees C. Biochemistry 2009; 48:2723-39. [PMID: 19220019 DOI: 10.1021/bi802001w] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Backbone conformational dynamics of Thermotoga neapolitana adenylate kinase in the free form (TNAK) and inhibitor-bound form (TNAK*Ap5A) were investigated at 30 degrees C using (15)N NMR relaxation measurements and NMR monitored hydrogen-deuterium exchange. With kinetic parameters identical to those of Escherichia coli AK (ECAK) at 30 degrees C, TNAK is a unique hyperthermophilic enzyme. These catalytic properties make TNAK an interesting and novel model to study the interplay between protein rigidity, stability, and activity. Comparison of fast time scale dynamics (picosecond to nanosecond) in the open and closed states of TNAK and ECAK at 30 degrees C reveals a uniformly higher rigidity across all domains of TNAK. Within this framework of a rigid TNAK structure, several residues located in the AMP-binding domain and in the core-lid hinge regions display high picosecond to nanosecond time scale flexibility. Together with the recent comparison of ECAK dynamics with those of hyperthermophilic Aquifex aeolicus AK (AAAK), our results provide strong evidence for the role of picosecond to nanosecond time scale fluctuations in both stability and activity. In the slow time scales, TNAK's increased rigidity is not uniform but localized in the AMP-binding and lid domains. The core domain amides of ECAK and TNAK in the open and closed states show comparable protection against exchange. Significantly, the hinges framing the lid domain show similar exchange data in ECAK and TNAK open and closed forms. Our NMR relaxation and hydrogen-deuterium exchange studies therefore suggest that TNAK maintains high activity at 30 degrees C by localizing flexibility to the hinge regions that are key to facilitating conformational changes.
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Affiliation(s)
- Harini Krishnamurthy
- Program in Cell and Molecular Biology, Michigan State University, East Lansing, Michigan 48824, USA
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Molecular Dynamics Study of the Structure, Flexibility and Dynamics of Thermostable L1 Lipase at High Temperatures. Protein J 2009; 28:14-23. [DOI: 10.1007/s10930-008-9159-7] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Sterpone F, Bertonati C, Briganti G, Melchionna S. Key Role of Proximal Water in Regulating Thermostable Proteins. J Phys Chem B 2008; 113:131-7. [DOI: 10.1021/jp805199c] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Fabio Sterpone
- Caspur, via dei Tizii 6B, 00185, Rome, Italy, and Department of Biochemical Sciences “Rossi Fanelli”, SOFT-INFM-CNR and Department of Physics, University of Rome La Sapienza, Ple. Aldo Moro 2, 00185, Rome, Italy
| | - Claudia Bertonati
- Caspur, via dei Tizii 6B, 00185, Rome, Italy, and Department of Biochemical Sciences “Rossi Fanelli”, SOFT-INFM-CNR and Department of Physics, University of Rome La Sapienza, Ple. Aldo Moro 2, 00185, Rome, Italy
| | - Giuseppe Briganti
- Caspur, via dei Tizii 6B, 00185, Rome, Italy, and Department of Biochemical Sciences “Rossi Fanelli”, SOFT-INFM-CNR and Department of Physics, University of Rome La Sapienza, Ple. Aldo Moro 2, 00185, Rome, Italy
| | - Simone Melchionna
- Caspur, via dei Tizii 6B, 00185, Rome, Italy, and Department of Biochemical Sciences “Rossi Fanelli”, SOFT-INFM-CNR and Department of Physics, University of Rome La Sapienza, Ple. Aldo Moro 2, 00185, Rome, Italy
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Narzi D, Daidone I, Amadei A, Di Nola A. Protein Folding Pathways Revealed by Essential Dynamics Sampling. J Chem Theory Comput 2008; 4:1940-8. [DOI: 10.1021/ct800157v] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Daniele Narzi
- Department of Chemistry, University of Rome ‘La Sapienza’, P.le Aldo Moro 5, 00185 Rome, Italy, and Dipartimento di Scienze e Tecnologie Chimiche, University of Rome ‘Tor Vergata’, via della Ricerca Scientifica 1, I-00133 Rome, Italy
| | - Isabella Daidone
- Department of Chemistry, University of Rome ‘La Sapienza’, P.le Aldo Moro 5, 00185 Rome, Italy, and Dipartimento di Scienze e Tecnologie Chimiche, University of Rome ‘Tor Vergata’, via della Ricerca Scientifica 1, I-00133 Rome, Italy
| | - Andrea Amadei
- Department of Chemistry, University of Rome ‘La Sapienza’, P.le Aldo Moro 5, 00185 Rome, Italy, and Dipartimento di Scienze e Tecnologie Chimiche, University of Rome ‘Tor Vergata’, via della Ricerca Scientifica 1, I-00133 Rome, Italy
| | - Alfredo Di Nola
- Department of Chemistry, University of Rome ‘La Sapienza’, P.le Aldo Moro 5, 00185 Rome, Italy, and Dipartimento di Scienze e Tecnologie Chimiche, University of Rome ‘Tor Vergata’, via della Ricerca Scientifica 1, I-00133 Rome, Italy
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Radestock S, Gohlke H. Exploiting the Link between Protein Rigidity and Thermostability for Data-Driven Protein Engineering. Eng Life Sci 2008. [DOI: 10.1002/elsc.200800043] [Citation(s) in RCA: 84] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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Micaelo NM, Victor BL, Soares CM. Protein thermal stabilization by charged compatible solutes: Computational studies in rubredoxin from Desulfovibrio gigas. Proteins 2008; 72:580-8. [DOI: 10.1002/prot.21948] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Tapia L, Tang X, Thomas S, Amato NM. Kinetics analysis methods for approximate folding landscapes. Bioinformatics 2007; 23:i539-48. [PMID: 17646341 DOI: 10.1093/bioinformatics/btm199] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
MOTIVATION Protein motions play an essential role in many biochemical processes. Lab studies often quantify these motions in terms of their kinetics such as the speed at which a protein folds or the population of certain interesting states like the native state. Kinetic metrics give quantifiable measurements of the folding process that can be compared across a group of proteins such as a wild-type protein and its mutants. RESULTS We present two new techniques, map-based master equation solution and map-based Monte Carlo simulation, to study protein kinetics through folding rates and population kinetics from approximate folding landscapes, models called maps. From these two new techniques, interesting metrics that describe the folding process, such as reaction coordinates, can also be studied. In this article we focus on two metrics, formation of helices and structure formation around tryptophan residues. These two metrics are often studied in the lab through circular dichroism (CD) spectra analysis and tryptophan fluorescence experiments, respectively. The approximated landscape models we use here are the maps of protein conformations and their associated transitions that we have presented and validated previously. In contrast to other methods such as the traditional master equation and Monte Carlo simulation, our techniques are both fast and can easily be computed for full-length detailed protein models. We validate our map-based kinetics techniques by comparing folding rates to known experimental results. We also look in depth at the population kinetics, helix formation and structure near tryptophan residues for a variety of proteins. AVAILABILITY We invite the community to help us enrich our publicly available database of motions and kinetics analysis by submitting to our server: http://parasol.tamu.edu/foldingserver/.
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Affiliation(s)
- Lydia Tapia
- Parasol Lab, Department of Computer Science, Texas A&M University, College Station, TX 77843, USA
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Reetz MT, Carballeira JD, Vogel A. Iterative saturation mutagenesis on the basis of B factors as a strategy for increasing protein thermostability. Angew Chem Int Ed Engl 2007; 45:7745-51. [PMID: 17075931 DOI: 10.1002/anie.200602795] [Citation(s) in RCA: 369] [Impact Index Per Article: 21.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Manfred T Reetz
- Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1, 45470 Mülheim/Ruhr, Germany.
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