1
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Banayan NE, Hsu A, Hunt JF, Palmer AG, Friesner RA. Parsing Dynamics of Protein Backbone NH and Side-Chain Methyl Groups using Molecular Dynamics Simulations. J Chem Theory Comput 2024; 20:6316-6327. [PMID: 38957960 PMCID: PMC11528701 DOI: 10.1021/acs.jctc.4c00378] [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] [Indexed: 07/04/2024]
Abstract
Experimental NMR spectroscopy and theoretical molecular dynamics (MD) simulations provide complementary insights into protein conformational dynamics and hence into biological function. The present work describes an extensive set of backbone NH and side-chain methyl group generalized order parameters for the Escherichia coli ribonuclease HI (RNH) enzyme derived from 2-μs microsecond MD simulations using the OPLS4 and AMBER-FF19SB force fields. The simulated generalized order parameters are compared with values derived from NMR 15N and 13CH2D spin relaxation measurements. The squares of the generalized order parameters, S2 for the N-H bond vector and Saxis2 for the methyl group symmetry axis, characterize the equilibrium distribution of vector orientations in a molecular frame of reference. Optimal agreement between simulated and experimental results was obtained by averaging S2 or Saxis2 calculated by dividing the simulated trajectories into 50 ns blocks (∼five times the rotational diffusion correlation time for RNH). With this procedure, the median absolute deviations (MAD) between experimental and simulated values of S2 and Saxis2 are 0.030 (NH) and 0.061 (CH3) for OPLS4 and 0.041 (NH) and 0.078 (CH3) for AMBER-FF19SB. The MAD between OPLS4 and AMBER-FF19SB are 0.021 (NH) and 0.072 (CH3). The generalized order parameters for the methyl group symmetry axis can be decomposed into contributions from backbone fluctuations, between-rotamer dihedral angle transitions, and within-rotamer dihedral angle fluctuations. Analysis of the simulation trajectories shows that (i) backbone and side chain conformational fluctuations exhibit little correlation and that (ii) fluctuations within rotamers are limited and highly uniform with values that depend on the number of dihedral angles considered. Low values of Saxis2, indicative of enhanced side-chain flexibility, result from between-rotamer transitions that can be enhanced by increased local backbone flexibility.
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Affiliation(s)
- Nooriel E. Banayan
- Department of Biological Sciences, Columbia University, 3000 Broadway, New York, NY 10027, USA
| | - Andrew Hsu
- Department of Chemistry, Columbia University, 3000 Broadway, New York, NY 10027, USA
| | - John F. Hunt
- Department of Biological Sciences, Columbia University, 3000 Broadway, New York, NY 10027, USA
| | - Arthur G. Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, 701 West 168th Street, New York, NY 10032, USA
| | - Richard A. Friesner
- Department of Chemistry, Columbia University, 3000 Broadway, New York, NY 10027, USA
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2
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Fusco G, Bemporad F, Chiti F, Dobson CM, De Simone A. The role of structural dynamics in the thermal adaptation of hyperthermophilic enzymes. Front Mol Biosci 2022; 9:981312. [PMID: 36158582 PMCID: PMC9490001 DOI: 10.3389/fmolb.2022.981312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 08/09/2022] [Indexed: 11/13/2022] Open
Abstract
Proteins from hyperthermophilic organisms are evolutionary optimised to adopt functional structures and dynamics under conditions in which their mesophilic homologues are generally inactive or unfolded. Understanding the nature of such adaptation is of crucial interest to clarify the underlying mechanisms of biological activity in proteins. Here we measured NMR residual dipolar couplings of a hyperthermophilic acylphosphatase enzyme at 80°C and used these data to generate an accurate structural ensemble representative of its native state. The resulting energy landscape was compared to that obtained for a human homologue at 37°C, and additional NMR experiments were carried out to probe fast (15N relaxation) and slow (H/D exchange) backbone dynamics, collectively sampling fluctuations of the two proteins ranging from the nanosecond to the millisecond timescale. The results identified key differences in the strategies for protein-protein and protein-ligand interactions of the two enzymes at the respective physiological temperatures. These include the dynamical behaviour of a β-strand involved in the protection against aberrant protein aggregation and concerted motions of loops involved in substrate binding and catalysis. Taken together these results elucidate the structure-dynamics-function relationship associated with the strategies of thermal adaptation of protein molecules.
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Affiliation(s)
- Giuliana Fusco
- Department of Chemistry, University of Cambridge, Cambridge, United Kingdom
| | - Francesco Bemporad
- Section of Biochemistry, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, Florence, Italy
| | - Fabrizio Chiti
- Section of Biochemistry, Department of Experimental and Clinical Biomedical Sciences “Mario Serio”, University of Florence, Florence, Italy
| | | | - Alfonso De Simone
- Department of Life Sciences, Imperial College London, London, United Kingdom
- Department of Pharmacy, University of Naples “Federico II”, Naples, Italy
- *Correspondence: Alfonso De Simone,
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3
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Martin JA, Palmer AG. Comparisons of Ribonuclease HI Homologs and Mutants Uncover a Multistate Model for Substrate Recognition. J Am Chem Soc 2022; 144:5342-5349. [PMID: 35312304 PMCID: PMC9149773 DOI: 10.1021/jacs.1c11897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Ribonuclease HI (RNHI) nonspecifically cleaves the RNA strand of RNA:DNA hybrid duplexes in a myriad of biological processes. Several RNHI homologs contain an extended domain, termed the handle region, which is critical to substrate binding. Nuclear magnetic resonance (NMR) spectroscopy and molecular dynamics (MD) simulations have suggested a kinetic model in which the handle region can exist in open (substrate-binding competent) or closed (substrate-binding incompetent) states in homologs containing arginine or lysine at position 88 (using sequence numbering of E. coli RNHI), while the handle region populates states intermediate between the open and closed conformers in homologs with asparagine at residue 88 [Stafford, K. A., et al., PLoS Comput. Biol. 2013, 9, 1-10]. NMR parameters characterizing handle region dynamics are highly correlated with enzymatic activity for RNHI homologs with two-state (open/closed) handle regions [Martin, J. A., et al., Biochemistry 2020, 59, 3201-3205]. The work presented herein shows that homologs containing asparagine 88 display distinct structural features compared with their counterparts containing arginine or lysine 88. Comparisons of RNHI homologs and site-directed mutants with asparagine 88 support a kinetic model for handle region dynamics that includes 12 unique transitions between eight conformations. Overall, these findings present an example of the structure-function relationships of enzymes and spotlight the use of NMR spectroscopy and MD simulations in uncovering fine details of conformational preferences.
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Affiliation(s)
- James A Martin
- Department of Biological Sciences, Columbia University, New York, New York 10027, United States
| | - Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032, United States
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4
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Gavrilov Y, Kümmerer F, Orioli S, Prestel A, Lindorff-Larsen K, Teilum K. Double Mutant of Chymotrypsin Inhibitor 2 Stabilized through Increased Conformational Entropy. Biochemistry 2022; 61:160-170. [PMID: 35019273 DOI: 10.1021/acs.biochem.1c00749] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The conformational heterogeneity of a folded protein can affect not only its function but also stability and folding. We recently discovered and characterized a stabilized double mutant (L49I/I57V) of the protein CI2 and showed that state-of-the-art prediction methods could not predict the increased stability relative to the wild-type protein. Here, we have examined whether changed native-state dynamics, and resulting entropy changes, can explain the stability changes in the double mutant protein, as well as the two single mutant forms. We have combined NMR relaxation measurements of the ps-ns dynamics of amide groups in the backbone and the methyl groups in the side chains with molecular dynamics simulations to quantify the native-state dynamics. The NMR experiments reveal that the mutations have different effects on the conformational flexibility of CI2: a reduction in conformational dynamics (and entropy estimated from this) of the native state of the L49I variant correlates with its decreased stability, while increased dynamics of the I57V and L49I/I57V variants correlates with their increased stability. These findings suggest that explicitly accounting for changes in native-state entropy might be needed to improve the predictions of the effect of mutations on protein stability.
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Affiliation(s)
- Yulian Gavrilov
- Structural Biology and NMR Laboratory and the Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen N, Denmark
| | - Felix Kümmerer
- Structural Biology and NMR Laboratory and the Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen N, Denmark
| | - Simone Orioli
- Structural Biology and NMR Laboratory and the Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen N, Denmark.,Structural Biophysics, Niels Bohr Institute, University of Copenhagen, Blegdamsvej 17, 2100 Copenhagen Ø, Denmark
| | - Andreas Prestel
- Structural Biology and NMR Laboratory and the Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen N, Denmark
| | - Kresten Lindorff-Larsen
- Structural Biology and NMR Laboratory and the Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen N, Denmark
| | - Kaare Teilum
- Structural Biology and NMR Laboratory and the Linderstrøm-Lang Centre for Protein Science, Department of Biology, University of Copenhagen, Ole Maaløes Vej 5, 2200 Copenhagen N, Denmark
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5
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Fields PA. Reductionism in the study of enzyme adaptation. Comp Biochem Physiol B Biochem Mol Biol 2021; 254:110574. [PMID: 33600949 DOI: 10.1016/j.cbpb.2021.110574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Revised: 02/08/2021] [Accepted: 02/09/2021] [Indexed: 10/22/2022]
Abstract
One of the principal goals of comparative biology is the elucidation of mechanisms by which organisms adapt to different environments. The study of enzyme structure, function, and stability has contributed significantly to this effort, by revealing adaptation at a molecular level. Comparative biochemistry, including enzymology, necessarily pursues a reductionist approach in describing the function and structure of biomolecules, allowing more straightforward study of molecular systems by removing much of the complexity of their biological milieu. Although this reductionism has allowed a remarkable series of discoveries linking chemical processes to metabolism and to whole-organism function in the context of the environment, it also has the potential to mislead when careful consideration is not made of the simplifying assumptions inherent to such research. In this review, a brief history of the growth of enzymology, its reliance on a reductionist philosophy, and its contributions to our understanding of biological systems is given. Examples then are provided of research techniques, based on a reductionist approach, that have advanced our knowledge about enzyme adaptation to environmental stresses, including stability assays, enzyme kinetics, and the impact of solute composition on enzyme function. In each case, the benefits of the reductionist nature of the approach is emphasized, notable advances are described, but potential drawbacks due to inherent oversimplification of the study system are also identified.
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Affiliation(s)
- Peter A Fields
- Biology Department, Franklin & Marshall College, Lancaster, PA 17603, USA.
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6
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Martin JA, Robustelli P, Palmer AG. Quantifying the Relationship between Conformational Dynamics and Enzymatic Activity in Ribonuclease HI Homologues. Biochemistry 2020; 59:3201-3205. [PMID: 32813972 DOI: 10.1021/acs.biochem.0c00500] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Ribonuclease HI (RNHI), a ubiquitous, non-sequence-specific endonuclease, cleaves the RNA strand in RNA/DNA hybrids. RNHI functions in replication and genome maintenance, and retroviral reverse transcriptases contain an essential ribonuclease H domain. Nuclear magnetic resonance (NMR) spectroscopy combined with molecular dynamics (MD) simulations suggests a model in which the extended handle region domain of Escherichia coli RNHI populates (substrate-binding-competent) "open" and (substrate-binding-incompetent) "closed" states, while the thermophilic Thermus thermophilus RNHI mainly populates the closed state at 300 K [Stafford, K. A., Robustelli, P., and Palmer, A. G., III (2013) PLoS Comput. Biol. 9, 1-10]. In addition, an in silico-designed mutant E. coli Val98Ala RNHI was predicted to populate primarily the closed state. The work presented here validates this model and confirms the predicted properties of the designed mutant. MD simulations suggest that the conformational preferences of the handle region correlate with the conformations of Trp85, Thr92, and Val101. NMR residual dipolar coupling constants, three-bond scalar coupling constants, and chemical shifts experimentally define the conformational states of these residues and hence of the handle domain. These NMR parameters correlate with the Michaelis constants for RNHI homologues, confirming the important role of the handle region in the modulation of substrate recognition and illustrating the power of NMR spectroscopy in dissecting the conformational preferences underlying enzyme function.
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Affiliation(s)
- James A Martin
- Department of Biological Sciences, Columbia University, New York, New York 10027, United States
| | - Paul Robustelli
- Department of Chemistry, Dartmouth College, Hanover, New Hampshire 03755, United States
| | - Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032, United States
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7
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Zamora RA, Ramirez-Sarmiento CA, Castro-Fernández V, Villalobos P, Maturana P, Herrera-Morande A, Komives EA, Guixé V. Tuning of Conformational Dynamics Through Evolution-Based Design Modulates the Catalytic Adaptability of an Extremophilic Kinase. ACS Catal 2020. [DOI: 10.1021/acscatal.0c01300] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ricardo A. Zamora
- Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago 7800003, Chile
| | - Cesar A. Ramirez-Sarmiento
- Institute for Biological and Medical Engineering, Schools of Engineering, Medicine and Biological Sciences, Pontificia Universidad Católica de Chile. Avenida Vicuña Mackenna 4860, Macul, Santiago 6904411, Chile
| | - Víctor Castro-Fernández
- Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago 7800003, Chile
| | - Pablo Villalobos
- Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago 7800003, Chile
| | - Pablo Maturana
- Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago 7800003, Chile
| | - Alejandra Herrera-Morande
- Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago 7800003, Chile
| | - Elizabeth A. Komives
- Department of Chemistry and Biochemistry, University of California, San Diego, La Jolla, California 92092-0378, United States
| | - Victoria Guixé
- Departamento de Biología, Facultad de Ciencias, Universidad de Chile, Las Palmeras 3425, Ñuñoa, Santiago 7800003, Chile
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8
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Santiago Á, Razo-Hernández RS, Pastor N. Revealing the Structural Contributions to Thermal Adaptation of the TATA-Box Binding Protein: Molecular Dynamics and QSPR Analyses. J Chem Inf Model 2020; 60:866-879. [PMID: 31917925 DOI: 10.1021/acs.jcim.9b00824] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The TATA-box binding protein (TBP) is an important element of the transcription machinery in archaea and eukaryotic organisms. TBP is expressed in organisms adapted to different temperatures, indicating a robust structure, and experimental studies have shown that the mid-unfolding temperature (Tm) of TBP is directly correlated with the optimal growth temperature (OGT) of the organism. To understand which are the relevant structural requirements for its stability, we present the first structural and dynamic computational study of TBPs, combining molecular dynamics (MD) simulations and a quantitative structure-property relationship (QSPR) over a set of TBPs of organisms adapted to different temperatures. We found that the main structural properties of TBP used to adapt to high temperatures are an increase in the ease of desolvation of charged residues at the surface, an increase in the local resiliency, the presence of Leu clusters in the protein core, and an increase in the loss of hydrophobic packing in the N-terminal subdomain. In view of our results, we consider that TBP is a good model to study thermal adaptation, and our analysis opens the possibility of performing protein engineering on TBPs to study transcription at high or low temperatures.
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Affiliation(s)
- Ángel Santiago
- Laboratorio de Dinámica de Proteínas, Centro de Investigación en Dinámica Celular, Instituto de Investigación en Ciencias Básicas y Aplicadas , Universidad Autónoma del Estado de Morelos , Av. Universidad 1001, Col. Chamilpa , Cuernavaca , Morelos 62209 , México
| | - Rodrigo Said Razo-Hernández
- Laboratorio de Dinámica de Proteínas, Centro de Investigación en Dinámica Celular, Instituto de Investigación en Ciencias Básicas y Aplicadas , Universidad Autónoma del Estado de Morelos , Av. Universidad 1001, Col. Chamilpa , Cuernavaca , Morelos 62209 , México
| | - Nina Pastor
- Laboratorio de Dinámica de Proteínas, Centro de Investigación en Dinámica Celular, Instituto de Investigación en Ciencias Básicas y Aplicadas , Universidad Autónoma del Estado de Morelos , Av. Universidad 1001, Col. Chamilpa , Cuernavaca , Morelos 62209 , México.,Departamento de Medicina Molecular y Bioprocesos, Instituto de Biotecnología , Universidad Nacional Autónoma de México , Av. Universidad 2001, Col. Chamilpa , Cuernavaca , Morelos 62210 , México
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9
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Gill ML, Hsu A, Palmer AG. Detection of chemical exchange in methyl groups of macromolecules. JOURNAL OF BIOMOLECULAR NMR 2019; 73:443-450. [PMID: 31407203 PMCID: PMC6862771 DOI: 10.1007/s10858-019-00240-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 03/08/2019] [Indexed: 06/10/2023]
Abstract
The zero- and double-quantum methyl TROSY Hahn-echo and the methyl 1H-1H dipole-dipole cross-correlation nuclear magnetic resonance experiments enable estimation of multiple quantum chemical exchange broadening in methyl groups in proteins. The two relaxation rate constants are established to be linearly dependent using molecular dynamics simulations and empirical analysis of experimental data. This relationship allows chemical exchange broadening to be recognized as an increase in the Hahn-echo relaxation rate constant. The approach is illustrated by analyzing relaxation data collected at three temperatures for E. coli ribonuclease HI and by analyzing relaxation data collected for different cofactor and substrate complexes of E. coli AlkB.
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Affiliation(s)
- Michelle L Gill
- Department of Biochemistry and Molecular Biophysics, Columbia University, 630 West 168th Street, New York, NY, 10032, USA
- BenevolentAI, 81 Prospect St, Brooklyn, NY, 11201, USA
| | - Andrew Hsu
- Department of Chemistry, Columbia University, 3000 Broadway, New York, NY, 10027, USA
| | - Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, 630 West 168th Street, New York, NY, 10032, USA.
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10
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Abstract
AbstractThe dynamics of proteins in solution includes a variety of processes, such as backbone and side-chain fluctuations, interdomain motions, as well as global rotational and translational (i.e. center of mass) diffusion. Since protein dynamics is related to protein function and essential transport processes, a detailed mechanistic understanding and monitoring of protein dynamics in solution is highly desirable. The hierarchical character of protein dynamics requires experimental tools addressing a broad range of time- and length scales. We discuss how different techniques contribute to a comprehensive picture of protein dynamics, and focus in particular on results from neutron spectroscopy. We outline the underlying principles and review available instrumentation as well as related analysis frameworks.
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11
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Tao F, Liu H. Molecular Dynamics Simulations Reveal Differentiated Context-Dependent Conformational Dynamics of Two Proteins of the Same Family. J Phys Chem B 2018; 122:10686-10699. [PMID: 30407824 DOI: 10.1021/acs.jpcb.8b08468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The Arabidopsis pyrabactin resistant 1 (PYR1)-like family of proteins (PYLs) are receptors of abscisic acid (ABA), an essential small signaling molecule in plants. Here, we report a comparative molecular dynamics (MD) study on two PYL members, PYR1 and PYL10, which, despite their highly similar sequences and structures, have been suggested to belong to two different subclasses of PYLs, one being dimeric and relying on binding to ABA to inhibit downstream type 2C protein phosphatases (PP2Cs) and the other being monomeric and able to constitutively inhibit downstream PP2Cs without ABA. MD simulations have been carried out on these proteins in various monomeric or complexation states. Analyses of the simulations unambiguously confirm that ABA has large effects on the conformational dynamics of PYR1 but not PYL10, whereas a downstream PP2C has much larger effects on PYL10 than on PYR1. The differentiated effects are consistent with the functional differences between the two proteins. Potential of mean forces (PMFs) calculated by umbrella sampling showed that binding to ABA strengthens the PYR1-PP2C complex, increasing the PMF change for dissociation from 7.5 to 12.0 kcal mol-1. On the other hand, the same PMF change for an apo-PYL10-PP2C complex was computed to be 9.5 kcal mol-1, suggesting stronger binding in apo-PYL10-PP2C than in apo-PYR1-PP2C. Several specific sequence features that may contribute to the functional differentiation between PYR1 and PYL10 are suggested based on the intersubunit residue-residue contacts occurred in the simulations.
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Affiliation(s)
- Feng Tao
- School of Life Sciences , University of Science and Technology of China , 230027 Hefei , Anhui , China
| | - Haiyan Liu
- School of Life Sciences , University of Science and Technology of China , 230027 Hefei , Anhui , China.,Hefei National Laboratory for Physical Sciences at the Microscales , 230027 Hefei , Anhui , China
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12
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Slow conformational exchange and overall rocking motion in ubiquitin protein crystals. Nat Commun 2017; 8:145. [PMID: 28747759 PMCID: PMC5529581 DOI: 10.1038/s41467-017-00165-8] [Citation(s) in RCA: 62] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 06/07/2017] [Indexed: 01/25/2023] Open
Abstract
Proteins perform their functions in solution but their structures are most frequently studied inside crystals. Here we probe how the crystal packing alters microsecond dynamics, using solid-state NMR measurements and multi-microsecond MD simulations of different crystal forms of ubiquitin. In particular, near-rotary-resonance relaxation dispersion (NERRD) experiments probe angular backbone motion, while Bloch–McConnell relaxation dispersion data report on fluctuations of the local electronic environment. These experiments and simulations reveal that the packing of the protein can significantly alter the thermodynamics and kinetics of local conformational exchange. Moreover, we report small-amplitude reorientational motion of protein molecules in the crystal lattice with an ~3–5° amplitude on a tens-of-microseconds time scale in one of the crystals, but not in others. An intriguing possibility arises that overall motion is to some extent coupled to local dynamics. Our study highlights the importance of considering the packing when analyzing dynamics of crystalline proteins. X-ray crystallography is the main method for protein structure determination. Here the authors combine solid-state NMR measurements and molecular dynamics simulations and show that crystal packing alters the thermodynamics and kinetics of local conformational exchange as well as overall rocking motion of protein molecules in the crystal lattice.
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13
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Pancsa R, Raimondi D, Cilia E, Vranken WF. Early Folding Events, Local Interactions, and Conservation of Protein Backbone Rigidity. Biophys J 2017; 110:572-583. [PMID: 26840723 DOI: 10.1016/j.bpj.2015.12.028] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2015] [Revised: 12/21/2015] [Accepted: 12/29/2015] [Indexed: 01/20/2023] Open
Abstract
Protein folding is in its early stages largely determined by the protein sequence and complex local interactions between amino acids, resulting in lower energy conformations that provide the context for further folding into the native state. We compiled a comprehensive data set of early folding residues based on pulsed labeling hydrogen deuterium exchange experiments. These early folding residues have corresponding higher backbone rigidity as predicted by DynaMine from sequence, an effect also present when accounting for the secondary structures in the folded protein. We then show that the amino acids involved in early folding events are not more conserved than others, but rather, early folding fragments and the secondary structure elements they are part of show a clear trend toward conserving a rigid backbone. We therefore propose that backbone rigidity is a fundamental physical feature conserved by proteins that can provide important insights into their folding mechanisms and stability.
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Affiliation(s)
- Rita Pancsa
- Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Daniele Raimondi
- Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Elisa Cilia
- Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium
| | - Wim F Vranken
- Structural Biology Brussels, Vrije Universiteit Brussel, Brussels, Belgium.
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14
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Abstract
It is well-established that dynamics are central to protein function; their importance is implicitly acknowledged in the principles of the Monod, Wyman and Changeux model of binding cooperativity, which was originally proposed in 1965. Nowadays the concept of protein dynamics is formulated in terms of the energy landscape theory, which can be used to understand protein folding and conformational changes in proteins. Because protein dynamics are so important, a key to understanding protein function at the molecular level is to design experiments that allow their quantitative analysis. Nuclear magnetic resonance (NMR) spectroscopy is uniquely suited for this purpose because major advances in theory, hardware, and experimental methods have made it possible to characterize protein dynamics at an unprecedented level of detail. Unique features of NMR include the ability to quantify dynamics (i) under equilibrium conditions without external perturbations, (ii) using many probes simultaneously, and (iii) over large time intervals. Here we review NMR techniques for quantifying protein dynamics on fast (ps-ns), slow (μs-ms), and very slow (s-min) time scales. These techniques are discussed with reference to some major discoveries in protein science that have been made possible by NMR spectroscopy.
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15
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Zeiske T, Stafford KA, Palmer AG. Thermostability of Enzymes from Molecular Dynamics Simulations. J Chem Theory Comput 2016; 12:2489-92. [PMID: 27123810 DOI: 10.1021/acs.jctc.6b00120] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Thermodynamic stability is a central requirement for protein function, and one goal of protein engineering is improvement of stability, particularly for applications in biotechnology. Herein, molecular dynamics simulations are used to predict in vitro thermostability of members of the bacterial ribonuclease HI (RNase H) family of endonucleases. The temperature dependence of the generalized order parameter, S, for four RNase H homologues, from psychrotrophic, mesophilic, and thermophilic organisms, is highly correlated with experimentally determined melting temperatures and with calculated free energies of folding at the midpoint temperature of the simulations. This study provides an approach for in silico mutational screens to improve thermostability of biologically and industrially relevant enzymes.
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Affiliation(s)
- Tim Zeiske
- Department of Biochemistry and Molecular Biophysics, Columbia University , New York, New York 10032, United States
| | - Kate A Stafford
- Department of Biochemistry and Molecular Biophysics, Columbia University , New York, New York 10032, United States
| | - Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University , New York, New York 10032, United States
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16
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Pucci F, Bourgeas R, Rooman M. Predicting protein thermal stability changes upon point mutations using statistical potentials: Introducing HoTMuSiC. Sci Rep 2016; 6:23257. [PMID: 26988870 PMCID: PMC4796876 DOI: 10.1038/srep23257] [Citation(s) in RCA: 73] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Accepted: 02/19/2016] [Indexed: 12/15/2022] Open
Abstract
The accurate prediction of the impact of an amino acid substitution on the thermal stability of a protein is a central issue in protein science, and is of key relevance for the rational optimization of various bioprocesses that use enzymes in unusual conditions. Here we present one of the first computational tools to predict the change in melting temperature ΔTm upon point mutations, given the protein structure and, when available, the melting temperature Tm of the wild-type protein. The key ingredients of our model structure are standard and temperature-dependent statistical potentials, which are combined with the help of an artificial neural network. The model structure was chosen on the basis of a detailed thermodynamic analysis of the system. The parameters of the model were identified on a set of more than 1,600 mutations with experimentally measured ΔTm. The performance of our method was tested using a strict 5-fold cross-validation procedure, and was found to be significantly superior to that of competing methods. We obtained a root mean square deviation between predicted and experimental ΔTm values of 4.2 °C that reduces to 2.9 °C when ten percent outliers are removed. A webserver-based tool is freely available for non-commercial use at soft.dezyme.com.
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Affiliation(s)
- Fabrizio Pucci
- Department of BioModeling, BioInformatics &BioProcesses, Université Libre de Bruxelles, CP 165/61, Roosevelt Ave. 50, 1050 Brussels, Belgium.,Interuniversity Institute of Bioinformatics in Brussels, CP 263, Triumph Bld, 1050 Brussels, Belgium
| | - Raphaël Bourgeas
- Department of BioModeling, BioInformatics &BioProcesses, Université Libre de Bruxelles, CP 165/61, Roosevelt Ave. 50, 1050 Brussels, Belgium.,Interuniversity Institute of Bioinformatics in Brussels, CP 263, Triumph Bld, 1050 Brussels, Belgium
| | - Marianne Rooman
- Department of BioModeling, BioInformatics &BioProcesses, Université Libre de Bruxelles, CP 165/61, Roosevelt Ave. 50, 1050 Brussels, Belgium.,Interuniversity Institute of Bioinformatics in Brussels, CP 263, Triumph Bld, 1050 Brussels, Belgium
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Yadahalli S, Gosavi S. Functionally Relevant Specific Packing Can Determine Protein Folding Routes. J Mol Biol 2015; 428:509-21. [PMID: 26724535 DOI: 10.1016/j.jmb.2015.12.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2015] [Revised: 11/26/2015] [Accepted: 12/18/2015] [Indexed: 10/22/2022]
Abstract
Functional residues can modulate the folding mechanisms of proteins. In some proteins, mutations to such residues can radically change the primary folding route. Is it possible then to learn more about the functional regions of a protein by investigating just its choice of folding route? The folding and the function of the protein Escherichia coli ribonuclease H (ecoRNase-H) have been extensively studied and its folding route is known to near-residue resolution. Here, we computationally study the folding of ecoRNase-H using molecular dynamics simulations of structure-based models of increasing complexity. The differences between a model that correctly predicts the experimentally determined folding route and a simpler model that does not can be attributed to a set of six aromatic residues clustered together in a region of the protein called CORE. This clustering, which we term "specific" packing, drives CORE to fold early and determines the folding route. Both the residues involved in specific packing and their packing are largely conserved across E. coli-like RNase-Hs from diverse species. Residue conservation is usually implicated in function. Here, the identified residues either are known to bind substrate in ecoRNase-H or pack against the substrate in the homologous human RNase-H where a substrate-bound crystal structure exists. Thus, the folding mechanism of ecoRNase-H is a byproduct of functional demands upon its sequence. Using our observations on specific packing, we suggest mutations to an engineered HIV RNase-H to make its function better. Our results show that understanding folding route choice in proteins can provide unexpected insights into their function.
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Affiliation(s)
- Shilpa Yadahalli
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bangalore 560065, India; Manipal University, Madhav Nagar, Manipal 576104, India; Bioinformatics Institute (A*STAR), Singapore 138671, Singapore
| | - Shachi Gosavi
- National Centre for Biological Sciences, Tata Institute of Fundamental Research, Bellary Road, Bangalore 560065, India.
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18
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Abstract
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Biological activities of enzymes, including
regulation or coordination of mechanistic stages preceding or following
the chemical step, may depend upon kinetic or equilibrium changes
in protein conformations. Exchange of more open or flexible conformational
states with more closed or constrained states can influence inhibition,
allosteric regulation, substrate recognition, formation of the Michaelis
complex, side reactions, and product release. NMR spectroscopy has
long been applied to the study of conformational dynamic processes
in enzymes because these phenomena can be characterized over multiple
time scales with atomic site resolution. Laboratory-frame spin-relaxation
measurements, sensitive to reorientational motions on picosecond–nanosecond
time scales, and rotating-frame relaxation-dispersion measurements,
sensitive to chemical exchange processes on microsecond–millisecond
time scales, provide information on both conformational distributions
and kinetics. This Account reviews NMR spin relaxation studies of
the enzymes ribonuclease HI from mesophilic (Escherichia coli) and thermophilic (Thermus thermophilus) bacteria, E. coli AlkB, and Saccharomyces cerevisiae triosephosphate isomerase to illustrate the contributions of conformational
flexibility and dynamics to diverse steps in enzyme mechanism. Spin relaxation measurements and molecular dynamics (MD) simulations
of the bacterial ribonuclease H enzymes show that the handle region,
one of three loop regions that interact with substrates, interconverts
between two conformations. Comparison of these conformations with
the structure of the complex between Homo sapiens ribonuclease H and a DNA:RNA substrate suggests that the more closed
state is inhibitory to binding. The large population of the closed
conformation in T. thermophilus ribonuclease H contributes
to the increased Michaelis constant compared with the E. coli enzyme. NMR spin relaxation and fluorescence spectroscopy have characterized
a conformational transition in AlkB between an open state, in which
the side chains of methionine residues in the active site are disordered,
and a closed state, in which these residues are ordered. The open
state is highly populated in the AlkB/Zn(II) complex, and the closed
state is highly populated in the AlkB/Zn(II)/2OG/substrate complex,
in which 2OG is the 2-oxoglutarate cosubstrate and the substrate is
a methylated DNA oligonucleotide. The equilibrium is shifted to approximately
equal populations of the two conformations in the AlkB/Zn(II)/2OG
complex. The conformational shift induced by 2OG ensures that 2OG
binds to AlkB/Zn(II) prior to the substrate. In addition, the opening
rate of the closed conformation limits premature release of substrate,
preventing generation of toxic side products by reaction with water.
Closure of active site loop 6 in triosephosphate isomerase is critical
for forming the Michaelis complex, but reopening of the loop after
the reaction is (partially) rate limiting. NMR spin relaxation and
MD simulations of triosephosphate isomerase in complex with glycerol
3-phosphate demonstrate that closure of loop 6 is a highly correlated
rigid-body motion. The MD simulations also indicate that motions of
Gly173 in the most flexible region of loop 6 contribute to opening
of the active site loop for product release. Considered together,
these three enzyme systems illustrate the power of NMR spin relaxation
investigations in providing global insights into the role of conformational
dynamic processes in the mechanisms of enzymes from initial activation
to final product release.
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Affiliation(s)
- Arthur G. Palmer
- Department of Biochemistry and
Molecular Biophysics, Columbia University, 701 West 168th Street, New York, New York 10032, United States
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Karp JM, Erylimaz E, Cowburn D. Correlation of chemical shifts predicted by molecular dynamics simulations for partially disordered proteins. JOURNAL OF BIOMOLECULAR NMR 2015; 61:35-45. [PMID: 25416617 PMCID: PMC4715900 DOI: 10.1007/s10858-014-9879-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Accepted: 11/17/2014] [Indexed: 06/04/2023]
Abstract
There has been a longstanding interest in being able to accurately predict NMR chemical shifts from structural data. Recent studies have focused on using molecular dynamics (MD) simulation data as input for improved prediction. Here we examine the accuracy of chemical shift prediction for intein systems, which have regions of intrinsic disorder. We find that using MD simulation data as input for chemical shift prediction does not consistently improve prediction accuracy over use of a static X-ray crystal structure. This appears to result from the complex conformational ensemble of the disordered protein segments. We show that using accelerated molecular dynamics (aMD) simulations improves chemical shift prediction, suggesting that methods which better sample the conformational ensemble like aMD are more appropriate tools for use in chemical shift prediction for proteins with disordered regions. Moreover, our study suggests that data accurately reflecting protein dynamics must be used as input for chemical shift prediction in order to correctly predict chemical shifts in systems with disorder.
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Affiliation(s)
- Jerome M. Karp
- Department of Biochemistry, Albert Einstein College of, Medicine of Yeshiva University, 1300 Morris Park Avenue, Bronx, NY 10461, USA
| | - Ertan Erylimaz
- Department of Biochemistry, Albert Einstein College of, Medicine of Yeshiva University, 1300 Morris Park Avenue, Bronx, NY 10461, USA
| | - David Cowburn
- Department of Biochemistry, Albert Einstein College of, Medicine of Yeshiva University, 1300 Morris Park Avenue, Bronx, NY 10461, USA
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20
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Stafford KA, Trbovic N, Butterwick JA, Abel R, Friesner RA, Palmer AG. Conformational preferences underlying reduced activity of a thermophilic ribonuclease H. J Mol Biol 2014; 427:853-866. [PMID: 25550198 DOI: 10.1016/j.jmb.2014.11.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2014] [Accepted: 11/14/2014] [Indexed: 11/30/2022]
Abstract
The conformational basis for reduced activity of the thermophilic ribonuclease HI enzyme from Thermus thermophilus, compared to its mesophilic homolog from Escherichia coli, is elucidated using a combination of NMR spectroscopy and molecular dynamics (MD) simulations. Explicit-solvent all-atom MD simulations of the two wild-type proteins and an E. coli mutant in which a glycine residue is inserted after position 80 to mimic the T. thermophilus protein reproduce the differences in conformational dynamics determined from (15)N spin-relaxation NMR spectroscopy of three loop regions that surround the active site and contain functionally important residues: the glycine-rich region, the handle region, and the β5/αE loop. Examination of the MD trajectories indicates that the thermophilic protein samples conformations productive for substrate binding and activity less frequently than the mesophilic enzyme, although these differences may manifest as either increased or decreased relative flexibility of the different regions. Additional MD simulations indicate that mutations increasing activity of the T. thermophilus enzyme at mesophilic temperatures do so by reconfiguring the local environments of the mutated sites to more closely resemble active conformations. Taken together, the results show that both locally increased and decreased flexibility contribute to an overall reduction in activity of T. thermophilus ribonuclease H compared to its mesophilic E. coli homolog.
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Affiliation(s)
- Kate A Stafford
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA
| | - Nikola Trbovic
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA
| | - Joel A Butterwick
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA
| | - Robert Abel
- Department of Chemistry, Columbia University, New York, NY 10027, USA
| | | | - Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA.
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Ergel B, Gill ML, Brown L, Yu B, Palmer AG, Hunt JF. Protein dynamics control the progression and efficiency of the catalytic reaction cycle of the Escherichia coli DNA-repair enzyme AlkB. J Biol Chem 2014; 289:29584-601. [PMID: 25043760 DOI: 10.1074/jbc.m114.575647] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
A central goal of enzymology is to understand the physicochemical mechanisms that enable proteins to catalyze complex chemical reactions with high efficiency. Recent methodological advances enable the contribution of protein dynamics to enzyme efficiency to be explored more deeply. Here, we utilize enzymological and biophysical studies, including NMR measurements of conformational dynamics, to develop a quantitative mechanistic scheme for the DNA repair enzyme AlkB. Like other iron/2-oxoglutarate-dependent dioxygenases, AlkB employs a two-step mechanism in which oxidation of 2-oxoglutarate generates a highly reactive enzyme-bound oxyferryl intermediate that, in the case of AlkB, slowly hydroxylates an alkylated nucleobase. Our results demonstrate that a microsecond-to-millisecond time scale conformational transition facilitates the proper sequential order of substrate binding to AlkB. Mutations altering the dynamics of this transition allow generation of the oxyferryl intermediate but promote its premature quenching by solvent, which uncouples 2-oxoglutarate turnover from nucleobase oxidation. Therefore, efficient catalysis by AlkB depends upon the dynamics of a specific conformational transition, establishing another paradigm for the control of enzyme function by protein dynamics.
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Affiliation(s)
- Burçe Ergel
- From the Department of Biological Sciences, Columbia University, New York, New York 10027-6601 and
| | - Michelle L Gill
- the Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032-3702
| | - Lewis Brown
- From the Department of Biological Sciences, Columbia University, New York, New York 10027-6601 and
| | - Bomina Yu
- From the Department of Biological Sciences, Columbia University, New York, New York 10027-6601 and
| | - Arthur G Palmer
- the Department of Biochemistry and Molecular Biophysics, Columbia University, New York, New York 10032-3702
| | - John F Hunt
- From the Department of Biological Sciences, Columbia University, New York, New York 10027-6601 and
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Palmer AG. Chemical exchange in biomacromolecules: past, present, and future. JOURNAL OF MAGNETIC RESONANCE (SAN DIEGO, CALIF. : 1997) 2014; 241:3-17. [PMID: 24656076 PMCID: PMC4049312 DOI: 10.1016/j.jmr.2014.01.008] [Citation(s) in RCA: 204] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2013] [Revised: 01/09/2014] [Accepted: 01/10/2014] [Indexed: 05/08/2023]
Abstract
The perspective reviews quantitative investigations of chemical exchange phenomena in proteins and other biological macromolecules using NMR spectroscopy, particularly relaxation dispersion methods. The emphasis is on techniques and applications that quantify the populations, interconversion kinetics, and structural features of sparsely populated conformational states in equilibrium with a highly populated ground state. Applications to folding, molecular recognition, catalysis, and allostery by proteins and nucleic acids are highlighted.
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Affiliation(s)
- Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, 630 West 168th Street, New York, NY 10032, United States.
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Stafford KA, Palmer Iii AG. Evidence from molecular dynamics simulations of conformational preorganization in the ribonuclease H active site. F1000Res 2014; 3:67. [PMID: 25075292 PMCID: PMC4032109 DOI: 10.12688/f1000research.3605.1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/07/2014] [Indexed: 11/26/2022] Open
Abstract
Ribonuclease H1 (RNase H) enzymes are well-conserved endonucleases that are present in all domains of life and are particularly important in the life cycle of retroviruses as domains within reverse transcriptase. Despite extensive study, especially of the E. coli homolog, the interaction of the highly negatively charged active site with catalytically required magnesium ions remains poorly understood. In this work, we describe molecular dynamics simulations of the E. coli homolog in complex with magnesium ions, as well as simulations of other homologs in their apo states. Collectively, these results suggest that the active site is highly rigid in the apo state of all homologs studied and is conformationally preorganized to favor the binding of a magnesium ion. Notably, representatives of bacterial, eukaryotic, and retroviral RNases H all exhibit similar active-site rigidity, suggesting that this dynamic feature is only subtly modulated by amino acid sequence and is primarily imposed by the distinctive RNase H protein fold.
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Affiliation(s)
- Kate A Stafford
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA
| | - Arthur G Palmer Iii
- Department of Biochemistry and Molecular Biophysics, Columbia University, New York, NY 10032, USA
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