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Zumpfe K, Berbon M, Habenstein B, Loquet A, Smith AA. Analytical Framework to Understand the Origins of Methyl Side-Chain Dynamics in Protein Assemblies. J Am Chem Soc 2024; 146:8164-8178. [PMID: 38476076 PMCID: PMC10979401 DOI: 10.1021/jacs.3c12620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 02/23/2024] [Accepted: 02/23/2024] [Indexed: 03/14/2024]
Abstract
Side-chain motions play an important role in understanding protein structure, dynamics, protein-protein, and protein-ligand interactions. However, our understanding of protein side-chain dynamics is currently limited by the lack of analytical tools. Here, we present a novel analytical framework employing experimental nuclear magnetic resonance (NMR) relaxation measurements at atomic resolution combined with molecular dynamics (MD) simulation to characterize with a high level of detail the methyl side-chain dynamics in insoluble protein assemblies, using amyloid fibrils formed by the prion HET-s. We use MD simulation to interpret experimental results, where rotameric hops, including methyl group rotation and χ1/χ2 rotations, cannot be completely described with a single correlation time but rather sample a broad distribution of correlation times, resulting from continuously changing local structure in the fibril. Backbone motion similarly samples a broad range of correlation times, from ∼100 ps to μs, although resulting from mostly different dynamic processes; nonetheless, we find that the backbone is not fully decoupled from the side-chain motion, where changes in side-chain dynamics influence backbone motion and vice versa. While the complexity of side-chain motion in protein assemblies makes it very challenging to obtain perfect agreement between experiment and simulation, our analytical framework improves the interpretation of experimental dynamics measurements for complex protein assemblies.
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Affiliation(s)
- Kai Zumpfe
- Institute
for Medical Physics and Biophysics, Leipzig
University, Härtelstraße
16-18, 04107 Leipzig, Germany
| | - Mélanie Berbon
- University
of Bordeaux, CNRS, Bordeaux INP, CBMN, UMR 5248, IECB, 33600 Pessac, France
| | - Birgit Habenstein
- University
of Bordeaux, CNRS, Bordeaux INP, CBMN, UMR 5248, IECB, 33600 Pessac, France
| | - Antoine Loquet
- University
of Bordeaux, CNRS, Bordeaux INP, CBMN, UMR 5248, IECB, 33600 Pessac, France
| | - Albert A. Smith
- Institute
for Medical Physics and Biophysics, Leipzig
University, Härtelstraße
16-18, 04107 Leipzig, Germany
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Champion C, Lehner M, Smith AA, Ferrage F, Bolik-Coulon N, Riniker S. Unraveling motion in proteins by combining NMR relaxometry and molecular dynamics simulations: A case study on ubiquitin. J Chem Phys 2024; 160:104105. [PMID: 38465679 DOI: 10.1063/5.0188416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Accepted: 02/20/2024] [Indexed: 03/12/2024] Open
Abstract
Nuclear magnetic resonance (NMR) relaxation experiments shine light onto the dynamics of molecular systems in the picosecond to millisecond timescales. As these methods cannot provide an atomically resolved view of the motion of atoms, functional groups, or domains giving rise to such signals, relaxation techniques have been combined with molecular dynamics (MD) simulations to obtain mechanistic descriptions and gain insights into the functional role of side chain or domain motion. In this work, we present a comparison of five computational methods that permit the joint analysis of MD simulations and NMR relaxation experiments. We discuss their relative strengths and areas of applicability and demonstrate how they may be utilized to interpret the dynamics in MD simulations with the small protein ubiquitin as a test system. We focus on the aliphatic side chains given the rigidity of the backbone of this protein. We find encouraging agreement between experiment, Markov state models built in the χ1/χ2 rotamer space of isoleucine residues, explicit rotamer jump models, and a decomposition of the motion using ROMANCE. These methods allow us to ascribe the dynamics to specific rotamer jumps. Simulations with eight different combinations of force field and water model highlight how the different metrics may be employed to pinpoint force field deficiencies. Furthermore, the presented comparison offers a perspective on the utility of NMR relaxation to serve as validation data for the prediction of kinetics by state-of-the-art biomolecular force fields.
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Affiliation(s)
- Candide Champion
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
| | - Marc Lehner
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
| | - Albert A Smith
- Institute for Medical Physics and Biophysics, Leipzig University, Härtelstrasse 16-18, 04107 Leipzig, Germany
| | - Fabien Ferrage
- Laboratoire des Biomolécules, LBM, Département de Chimie, École normale supérieure, PSL University, Sorbonne Université, CNRS, 75005 Paris, France
| | - Nicolas Bolik-Coulon
- Department of Molecular Genetics, University of Toronto, Toronto, Ontario M5S 1A8, Canada
- Department of Chemistry, University of Toronto, Toronto, Ontario M5S 3H6, Canada
- Department of Biochemistry, University of Toronto, Toronto, Ontario M5S 3H6, Canada
| | - Sereina Riniker
- Department of Chemistry and Applied Biosciences, ETH Zürich, Vladimir-Prelog-Weg 2, 8093 Zürich, Switzerland
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How does it really move? Recent progress in the investigation of protein nanosecond dynamics by NMR and simulation. Curr Opin Struct Biol 2022; 77:102459. [PMID: 36148743 DOI: 10.1016/j.sbi.2022.102459] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Revised: 07/29/2022] [Accepted: 08/05/2022] [Indexed: 12/14/2022]
Abstract
Nuclear magnetic resonance (NMR) spin relaxation experiments currently probe molecular motions on timescales from picoseconds to nanoseconds. The detailed interpretation of these motions in atomic detail benefits from complementarity with the results from molecular dynamics (MD) simulations. In this mini-review, we describe the recent developments in experimental techniques to study the backbone dynamics from 15N relaxation and side-chain dynamics from 13C relaxation, discuss the different analysis approaches from model-free to dynamics detectors, and highlight the many ways that NMR relaxation experiments and MD simulations can be used together to improve the interpretation and gain insights into protein dynamics.
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Smith AA, Vogel A, Engberg O, Hildebrand PW, Huster D. A method to construct the dynamic landscape of a bio-membrane with experiment and simulation. Nat Commun 2022; 13:108. [PMID: 35013165 PMCID: PMC8748619 DOI: 10.1038/s41467-021-27417-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Accepted: 11/11/2021] [Indexed: 11/16/2022] Open
Abstract
Biomolecular function is based on a complex hierarchy of molecular motions. While biophysical methods can reveal details of specific motions, a concept for the comprehensive description of molecular dynamics over a wide range of correlation times has been unattainable. Here, we report an approach to construct the dynamic landscape of biomolecules, which describes the aggregate influence of multiple motions acting on various timescales and on multiple positions in the molecule. To this end, we use 13C NMR relaxation and molecular dynamics simulation data for the characterization of fully hydrated palmitoyl-oleoyl-phosphatidylcholine bilayers. We combine dynamics detector methodology with a new frame analysis of motion that yields site-specific amplitudes of motion, separated both by type and timescale of motion. In this study, we show that this separation allows the detailed description of the dynamic landscape, which yields vast differences in motional amplitudes and correlation times depending on molecular position.
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Affiliation(s)
- Albert A Smith
- Institute for Medical Physics and Biophysics, Leipzig University, Härtelstr. 16-18, 04107, Leipzig, Germany.
| | - Alexander Vogel
- Institute for Medical Physics and Biophysics, Leipzig University, Härtelstr. 16-18, 04107, Leipzig, Germany
| | - Oskar Engberg
- Institute for Medical Physics and Biophysics, Leipzig University, Härtelstr. 16-18, 04107, Leipzig, Germany
| | - Peter W Hildebrand
- Institute for Medical Physics and Biophysics, Leipzig University, Härtelstr. 16-18, 04107, Leipzig, Germany
| | - Daniel Huster
- Institute for Medical Physics and Biophysics, Leipzig University, Härtelstr. 16-18, 04107, Leipzig, Germany
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Abstract
Relaxation in nuclear magnetic resonance is a powerful method for obtaining spatially resolved, timescale-specific dynamics information about molecular systems. However, dynamics in biomolecular systems are generally too complex to be fully characterized based on NMR data alone. This is a familiar problem, addressed by the Lipari-Szabo model-free analysis, a method that captures the full information content of NMR relaxation data in case all internal motion of a molecule in solution is sufficiently fast. We investigate model-free analysis, as well as several other approaches, and find that model-free, spectral density mapping, LeMaster's approach, and our detector analysis form a class of analysis methods, for which behavior of the fitted parameters has a well-defined relationship to the distribution of correlation times of motion, independent of the specific form of that distribution. In a sense, they are all "model-free." Of these methods, only detectors are generally applicable to solid-state NMR relaxation data. We further discuss how detectors may be used for comparison of experimental data to data extracted from molecular dynamics simulation, and how simulation may be used to extract details of the dynamics that are not accessible via NMR, where detector analysis can be used to connect those details to experiments. We expect that combined methodology can eventually provide enough insight into complex dynamics to provide highly accurate models of motion, thus lending deeper insight into the nature of biomolecular dynamics.
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Affiliation(s)
- Kai Zumpfe
- Institute for Medical Physics and Biophysics, Medical Faculty, Leipzig University, Leipzig, Germany
| | - Albert A Smith
- Institute for Medical Physics and Biophysics, Medical Faculty, Leipzig University, Leipzig, Germany
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Espargaró A, Llabrés S, Saupe SJ, Curutchet C, Luque FJ, Sabaté R. On the Binding of Congo Red to Amyloid Fibrils. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.201916630] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Affiliation(s)
- Alba Espargaró
- Department of Pharmacy and Pharmaceutical Technology and Physical-ChemistrySchool of Pharmacy and Food SciencesUniversity of Barcelona Joan XXIII, 27–31 08028 Barcelona Spain
- Institute of Nanoscience and Nanotechnology (IN2UB) Spain
| | - Salomé Llabrés
- School of ChemistryUniversity of Edimburgh David Brewster Road EH9 3FJ Edinburgh UK
| | - Sven J. Saupe
- Institut de Biochimie et de Génétique Cellulaire, UMR 5095CNRSUniversité de Bordeaux 1 rue Camille St Saens 33077 Bordeaux France
| | - Carles Curutchet
- Department of Pharmacy and Pharmaceutical Technology and Physical-ChemistrySchool of Pharmacy and Food SciencesUniversity of Barcelona Joan XXIII, 27–31 08028 Barcelona Spain
- Institute of Theoretical and Computational Chemistry (IQTCUB) Spain
| | - F. Javier Luque
- Institute of Theoretical and Computational Chemistry (IQTCUB) Spain
- Department of Nutrition, Food Sciences, and GastronomySchool of Pharmacy and Food SciencesUniversity of Barcelona Prat de la Riba 171 08921 Santa Coloma de Gramenet Spain
- Institute of Biomedicine (IBUB) Spain
| | - Raimon Sabaté
- Department of Pharmacy and Pharmaceutical Technology and Physical-ChemistrySchool of Pharmacy and Food SciencesUniversity of Barcelona Joan XXIII, 27–31 08028 Barcelona Spain
- Institute of Nanoscience and Nanotechnology (IN2UB) Spain
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Espargaró A, Llabrés S, Saupe SJ, Curutchet C, Luque FJ, Sabaté R. On the Binding of Congo Red to Amyloid Fibrils. Angew Chem Int Ed Engl 2020; 59:8104-8107. [DOI: 10.1002/anie.201916630] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2019] [Indexed: 01/17/2023]
Affiliation(s)
- Alba Espargaró
- Department of Pharmacy and Pharmaceutical Technology and Physical-ChemistrySchool of Pharmacy and Food SciencesUniversity of Barcelona Joan XXIII, 27–31 08028 Barcelona Spain
- Institute of Nanoscience and Nanotechnology (IN2UB) Spain
| | - Salomé Llabrés
- School of ChemistryUniversity of Edimburgh David Brewster Road EH9 3FJ Edinburgh UK
| | - Sven J. Saupe
- Institut de Biochimie et de Génétique Cellulaire, UMR 5095CNRSUniversité de Bordeaux 1 rue Camille St Saens 33077 Bordeaux France
| | - Carles Curutchet
- Department of Pharmacy and Pharmaceutical Technology and Physical-ChemistrySchool of Pharmacy and Food SciencesUniversity of Barcelona Joan XXIII, 27–31 08028 Barcelona Spain
- Institute of Theoretical and Computational Chemistry (IQTCUB) Spain
| | - F. Javier Luque
- Institute of Theoretical and Computational Chemistry (IQTCUB) Spain
- Department of Nutrition, Food Sciences, and GastronomySchool of Pharmacy and Food SciencesUniversity of Barcelona Prat de la Riba 171 08921 Santa Coloma de Gramenet Spain
- Institute of Biomedicine (IBUB) Spain
| | - Raimon Sabaté
- Department of Pharmacy and Pharmaceutical Technology and Physical-ChemistrySchool of Pharmacy and Food SciencesUniversity of Barcelona Joan XXIII, 27–31 08028 Barcelona Spain
- Institute of Nanoscience and Nanotechnology (IN2UB) Spain
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