Motion of a Disordered Polypeptide Chain as Studied by Paramagnetic Relaxation Enhancements, 15N Relaxation, and Molecular Dynamics Simulations: How Fast Is Segmental Diffusion in Denatured Ubiquitin?
Abstract
Molecular dynamics (MD) simulations have been widely used to analyze dynamic conformational equilibria of folded proteins, especially in relation to NMR observables. However, this approach found little use in the studies of disordered proteins, where the sampling of vast conformational space presents a serious problem. In this paper, we demonstrate that the latest advances in computation technology make it possible to overcome this limitation. The experimentally validated (calibrated) MD models allow for new insights into structure/dynamics of disordered proteins. As a test system, we have chosen denatured ubiquitin in solution with 8 M urea at pH 2. High-temperature MD simulations in implicit solvent have been carried out for the wild-type ubiquitin as well as MTSL-tagged Q2C, D32C, and R74C mutants. To recalibrate the MD data (500 K) in relation to the experimental conditions (278 K, 8 M urea), the time axes of the MD trajectories were rescaled. The scaling factor was adjusted such as to maximize the agreement between the simulated and experimental 15N relaxation rates. The resulting effective length of the trajectories, 311 μs, ensures good convergence properties of the MD model. The constructed MD model was validated against the array of experimental data, including additional 15N relaxation parameters, multiple sets of paramagnetic relaxation enhancements (PREs), and the radius of gyration. In each case, a near-quantitative agreement has been obtained, suggesting that the model is successful. Of note, the MD-based approach rigorously predicts the quantities that are inherently dynamic, i.e., dependent on the motional correlation times. This cannot be accomplished, other than in empirical fashion, on the basis of static structural models (conformational ensembles). The MD model was further used to investigate the relative translational motion of the MTSL label and the individual HN atoms. The derived segmental diffusion coefficients proved to be nearly uniform along the peptide chain, averaging to D = 0.49–0.55 × 10–6 cm2/s. This result was verified by direct analysis of the experimental PRE data using the recently proposed Ullman-Podkorytov model. In this model, MTSL and HN moieties are treated as two tethered spheres undergoing mutual diffusion in a harmonic potential. The fitting of the experimental data involving D as a single adjustable parameter leads to D = 0.45 × 10–6 cm2/s, in good agreement with the MD-based analyses. This result can be compared with the range of estimates obtained from the resonance energy transfer experiments, D = 0.2–6.0 × 10–6 cm2/s.
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- Anton Abyzov, Martin Blackledge, Markus Zweckstetter. Conformational Dynamics of Intrinsically Disordered Proteins Regulate Biomolecular Condensate Chemistry. Chemical Reviews 2022, 122 (6) , 6719-6748. https://doi.org/10.1021/acs.chemrev.1c00774
- Debapriya Das, Lisha Arora, Samrat Mukhopadhyay. Fluorescence Depolarization Kinetics Captures Short-Range Backbone Dihedral Rotations and Long-Range Correlated Dynamics of an Intrinsically Disordered Protein. The Journal of Physical Chemistry B 2021, 125 (34) , 9708-9718. https://doi.org/10.1021/acs.jpcb.1c04426
- Gregory-Neal W. Gomes, Mickaël Krzeminski, Ashley Namini, Erik W. Martin, Tanja Mittag, Teresa Head-Gordon, Julie D. Forman-Kay, Claudiu C. Gradinaru. Conformational Ensembles of an Intrinsically Disordered Protein Consistent with NMR, SAXS, and Single-Molecule FRET. Journal of the American Chemical Society 2020, 142 (37) , 15697-15710. https://doi.org/10.1021/jacs.0c02088
- Wiktor Adamski, Nicola Salvi, Damien Maurin, Justine Magnat, Sigrid Milles, Malene Ringkjøbing Jensen, Anton Abyzov, Christophe J. Moreau, Martin Blackledge. A Unified Description of Intrinsically Disordered Protein Dynamics under Physiological Conditions Using NMR Spectroscopy. Journal of the American Chemical Society 2019, 141 (44) , 17817-17829. https://doi.org/10.1021/jacs.9b09002
- Simon Olsson and Frank Noé . Mechanistic Models of Chemical Exchange Induced Relaxation in Protein NMR. Journal of the American Chemical Society 2017, 139 (1) , 200-210. https://doi.org/10.1021/jacs.6b09460
- Nicola Salvi, Anton Abyzov, and Martin Blackledge . Multi-Timescale Dynamics in Intrinsically Disordered Proteins from NMR Relaxation and Molecular Simulation. The Journal of Physical Chemistry Letters 2016, 7 (13) , 2483-2489. https://doi.org/10.1021/acs.jpclett.6b00885
- Veronika Csizmok, Ariele Viacava Follis, Richard W. Kriwacki, and Julie D. Forman-Kay . Dynamic Protein Interaction Networks and New Structural Paradigms in Signaling. Chemical Reviews 2016, 116 (11) , 6424-6462. https://doi.org/10.1021/acs.chemrev.5b00548
- Tairan Yuwen, Yi Xue, and Nikolai R. Skrynnikov . Role of Electrostatic Interactions in Binding of Peptides and Intrinsically Disordered Proteins to Their Folded Targets: 2. The Model of Encounter Complex Involving the Double Mutant of the c-Crk N-SH3 Domain and Peptide Sos. Biochemistry 2016, 55 (12) , 1784-1800. https://doi.org/10.1021/acs.biochem.5b01283
- Giacomo Parigi, Nasrollah Rezaei-Ghaleh, Andrea Giachetti, Stefan Becker, Claudio Fernandez, Martin Blackledge, Christian Griesinger, Markus Zweckstetter, and Claudio Luchinat . Long-Range Correlated Dynamics in Intrinsically Disordered Proteins. Journal of the American Chemical Society 2014, 136 (46) , 16201-16209. https://doi.org/10.1021/ja506820r
- Malene Ringkjøbing Jensen, Markus Zweckstetter, Jie-rong Huang, and Martin Blackledge . Exploring Free-Energy Landscapes of Intrinsically Disordered Proteins at Atomic Resolution Using NMR Spectroscopy. Chemical Reviews 2014, 114 (13) , 6632-6660. https://doi.org/10.1021/cr400688u
- Christoph H. Wunderlich, Roland G. Huber, Romana Spitzer, Klaus R. Liedl, Karin Kloiber, and Christoph Kreutz . A Novel Paramagnetic Relaxation Enhancement Tag for Nucleic Acids: A Tool to Study Structure and Dynamics of RNA. ACS Chemical Biology 2013, 8 (12) , 2697-2706. https://doi.org/10.1021/cb400589q
- Athi N. Naganathan and Modesto Orozco . The Conformational Landscape of an Intrinsically Disordered DNA-Binding Domain of a Transcription Regulator. The Journal of Physical Chemistry B 2013, 117 (44) , 13842-13850. https://doi.org/10.1021/jp408350v
- Jens Kleinjung and Franca Fraternali . Urea–Water Solvation Forces on Prion Structures. Journal of Chemical Theory and Computation 2012, 8 (10) , 3977-3984. https://doi.org/10.1021/ct300264w
- Jie-rong Huang, Frank Gabel, Malene Ringkjøbing Jensen, Stephan Grzesiek, and Martin Blackledge . Sequence-Specific Mapping of the Interaction between Urea and Unfolded Ubiquitin from Ensemble Analysis of NMR and Small Angle Scattering Data. Journal of the American Chemical Society 2012, 134 (9) , 4429-4436. https://doi.org/10.1021/ja2118688
- Olga O. Lebedenko, Vladislav A. Salikov, Sergei A. Izmailov, Ivan S. Podkorytov, Nikolai R. Skrynnikov. Using NMR diffusion data to validate MD models of disordered proteins: Test case of N-terminal tail of histone H4. Biophysical Journal 2023, 30 https://doi.org/10.1016/j.bpj.2023.11.020
- Anton Abyzov, Eckhard Mandelkow, Markus Zweckstetter, Nasrollah Rezaei‐Ghaleh. Fast Motions Dominate Dynamics of Intrinsically Disordered Tau Protein at High Temperatures. Chemistry – A European Journal 2023, 29 (17) https://doi.org/10.1002/chem.202203493
- Wei He, Xinming Li, Hongjuan Xue, Yuanyuan Yang, Jun Mencius, Ling Bai, Jiayin Zhang, Jianhe Xu, Bin Wu, Yi Xue, Shu Quan. Insights into the client protein release mechanism of the ATP-independent chaperone Spy. Nature Communications 2022, 13 (1) https://doi.org/10.1038/s41467-022-30499-x
- Lei Yu, Rafael Brüschweiler, . Quantitative prediction of ensemble dynamics, shapes and contact propensities of intrinsically disordered proteins. PLOS Computational Biology 2022, 18 (9) , e1010036. https://doi.org/10.1371/journal.pcbi.1010036
- Giulio Tesei, João M. Martins, Micha B. A. Kunze, Yong Wang, Ramon Crehuet, Kresten Lindorff-Larsen, . DEER-PREdict: Software for efficient calculation of spin-labeling EPR and NMR data from conformational ensembles. PLOS Computational Biology 2021, 17 (1) , e1008551. https://doi.org/10.1371/journal.pcbi.1008551
- Sergei A. Izmailov, Sevastyan O. Rabdano, Zikri Hasanbasri, Ivan S. Podkorytov, Sunil Saxena, Nikolai R. Skrynnikov. Structural and dynamic origins of ESR lineshapes in spin-labeled GB1 domain: the insights from spin dynamics simulations based on long MD trajectories. Scientific Reports 2020, 10 (1) https://doi.org/10.1038/s41598-019-56750-y
- Salla I. Virtanen, Anne M. Kiirikki, Kornelia M. Mikula, Hideo Iwaï, O. H. Samuli Ollila. Heterogeneous dynamics in partially disordered proteins. Physical Chemistry Chemical Physics 2020, 22 (37) , 21185-21196. https://doi.org/10.1039/D0CP03473H
- Yimin Zou, Lanlan Yu, Xiaocui Fang, Yongfang Zheng, Yanlian Yang, Chen Wang. Position‐coded multivalent peptide–peptide interactions revealed by tryptophan‐scanning mutagenesis. Journal of Peptide Science 2020, 26 (9) https://doi.org/10.1002/psc.3273
- Fei Yu, Changhua Wang, Yingying Li, He Ma, Rui Wang, Yichun Liu, Norihiro Suzuki, Chiaki Terashima, Bunsho Ohtani, Tsuyoshi Ochiai, Akira Fujishima, Xintong Zhang. Enhanced Solar Photothermal Catalysis over Solution Plasma Activated TiO 2. Advanced Science 2020, 7 (16) https://doi.org/10.1002/advs.202000204
- Alan Hicks, Cristian Escobar, Timothy Cross, Huan-Xiang Zhou. Sequence-Dependent Correlated Segments in the Intrinsically Disordered Region of ChiZ. Biomolecules 2020, 10 (6) , 946. https://doi.org/10.3390/biom10060946
- Albert A. Smith, Matthias Ernst, Sereina Riniker, Beat H. Meier. Localized and Collective Motions in HET‐s(218‐289) Fibrils from Combined NMR Relaxation and MD Simulation. Angewandte Chemie 2019, 131 (28) , 9483-9488. https://doi.org/10.1002/ange.201901929
- Albert A. Smith, Matthias Ernst, Sereina Riniker, Beat H. Meier. Localized and Collective Motions in HET‐s(218‐289) Fibrils from Combined NMR Relaxation and MD Simulation. Angewandte Chemie International Edition 2019, 58 (28) , 9383-9388. https://doi.org/10.1002/anie.201901929
- Andrew Hsu, Fabien Ferrage, Arthur G. Palmer. Analysis of NMR Spin-Relaxation Data Using an Inverse Gaussian Distribution Function. Biophysical Journal 2018, 115 (12) , 2301-2309. https://doi.org/10.1016/j.bpj.2018.10.030
- Kerstin Kämpf, Sergei A. Izmailov, Sevastyan O. Rabdano, Adam T. Groves, Ivan S. Podkorytov, Nikolai R. Skrynnikov. What Drives 15N Spin Relaxation in Disordered Proteins? Combined NMR/MD Study of the H4 Histone Tail. Biophysical Journal 2018, 115 (12) , 2348-2367. https://doi.org/10.1016/j.bpj.2018.11.017
- Hamed Kooshapur, Charles D. Schwieters, Nico Tjandra. Conformational Ensemble of Disordered Proteins Probed by Solvent Paramagnetic Relaxation Enhancement (sPRE). Angewandte Chemie 2018, 130 (41) , 13707-13710. https://doi.org/10.1002/ange.201807365
- Hamed Kooshapur, Charles D. Schwieters, Nico Tjandra. Conformational Ensemble of Disordered Proteins Probed by Solvent Paramagnetic Relaxation Enhancement (sPRE). Angewandte Chemie International Edition 2018, 57 (41) , 13519-13522. https://doi.org/10.1002/anie.201807365
- Debapriya Das, Samrat Mukhopadhyay. Studying backbone torsional dynamics of intrinsically disordered proteins using fluorescence depolarization kinetics. Journal of Biosciences 2018, 43 (3) , 455-462. https://doi.org/10.1007/s12038-018-9766-1
- Satoshi Takahashi, Aya Yoshida, Hiroyuki Oikawa. Hypothesis: structural heterogeneity of the unfolded proteins originating from the coupling of the local clusters and the long-range distance distribution. Biophysical Reviews 2018, 10 (2) , 363-373. https://doi.org/10.1007/s12551-018-0405-8
- Nicola Salvi, Anton Abyzov, Martin Blackledge. Atomic resolution conformational dynamics of intrinsically disordered proteins from NMR spin relaxation. Progress in Nuclear Magnetic Resonance Spectroscopy 2017, 102-103 , 43-60. https://doi.org/10.1016/j.pnmrs.2017.06.001
- Sukanya Sasmal, James Lincoff, Teresa Head-Gordon. Effect of a Paramagnetic Spin Label on the Intrinsically Disordered Peptide Ensemble of Amyloid-β. Biophysical Journal 2017, 113 (5) , 1002-1011. https://doi.org/10.1016/j.bpj.2017.06.067
- Neha Jain, Dominic Narang, Karishma Bhasne, Vijit Dalal, Shruti Arya, Mily Bhattacharya, Samrat Mukhopadhyay. Direct Observation of the Intrinsic Backbone Torsional Mobility of Disordered Proteins. Biophysical Journal 2016, 111 (4) , 768-774. https://doi.org/10.1016/j.bpj.2016.07.023
- Michelle L. Gill, R. Andrew Byrd, Arthur G. Palmer, III. Dynamics of GCN4 facilitate DNA interaction: a model-free analysis of an intrinsically disordered region. Physical Chemistry Chemical Physics 2016, 18 (8) , 5839-5849. https://doi.org/10.1039/C5CP06197K
- Loren E Hough, Kaushik Dutta, Samuel Sparks, Deniz B Temel, Alia Kamal, Jaclyn Tetenbaum-Novatt, Michael P Rout, David Cowburn. The molecular mechanism of nuclear transport revealed by atomic-scale measurements. eLife 2015, 4 https://doi.org/10.7554/eLife.10027
- Shahid N. Khan, Cyril Charlier, Rafal Augustyniak, Nicola Salvi, Victoire Déjean, Geoffrey Bodenhausen, Olivier Lequin, Philippe Pelupessy, Fabien Ferrage. Distribution of Pico- and Nanosecond Motions in Disordered Proteins from Nuclear Spin Relaxation. Biophysical Journal 2015, 109 (5) , 988-999. https://doi.org/10.1016/j.bpj.2015.06.069
- Rahul K Das, Kiersten M Ruff, Rohit V Pappu. Relating sequence encoded information to form and function of intrinsically disordered proteins. Current Opinion in Structural Biology 2015, 32 , 102-112. https://doi.org/10.1016/j.sbi.2015.03.008
- Tairan Yuwen, Nikolai R. Skrynnikov. Proton-decoupled CPMG: A better experiment for measuring 15N R2 relaxation in disordered proteins. Journal of Magnetic Resonance 2014, 241 , 155-169. https://doi.org/10.1016/j.jmr.2013.08.008
- Assaf Ganoth, Yossi Tsfadia, Reuven Wiener. Ubiquitin: Molecular modeling and simulations. Journal of Molecular Graphics and Modelling 2013, 46 , 29-40. https://doi.org/10.1016/j.jmgm.2013.09.006
- Liang Xu, Xiaojuan Wang, Xicheng Wang. Characterization of the internal dynamics and conformational space of zinc-bound amyloid β peptides by replica-exchange molecular dynamics simulations. European Biophysics Journal 2013, 42 (7) , 575-586. https://doi.org/10.1007/s00249-013-0906-0
- Malene Ringkjøbing Jensen, Rob WH Ruigrok, Martin Blackledge. Describing intrinsically disordered proteins at atomic resolution by NMR. Current Opinion in Structural Biology 2013, 23 (3) , 426-435. https://doi.org/10.1016/j.sbi.2013.02.007
- Elio A. Cino, Mikko Karttunen, Wing-Yiu Choy, . Effects of Molecular Crowding on the Dynamics of Intrinsically Disordered Proteins. PLoS ONE 2012, 7 (11) , e49876. https://doi.org/10.1371/journal.pone.0049876
- Jie-rong Huang, Martin Gentner, Navratna Vajpai, Stephan Grzesiek, Martin Blackledge. Residual dipolar couplings measured in unfolded proteins are sensitive to amino-acid-specific geometries as well as local conformational sampling. Biochemical Society Transactions 2012, 40 (5) , 989-994. https://doi.org/10.1042/BST20120187
- Jianhan Chen. Towards the physical basis of how intrinsic disorder mediates protein function. Archives of Biochemistry and Biophysics 2012, 524 (2) , 123-131. https://doi.org/10.1016/j.abb.2012.04.024