Cooperative Folding Near the Downhill Limit Determined with Amino Acid Resolution by Hydrogen Exchange
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NIH Public Access Author Manuscript Proteins
NIH Public Access Author Manuscript Proteins. Author manuscript; available in PMC 2015 February 01. NIH-PA Author ManuscriptPublished NIH-PA Author Manuscript in final edited NIH-PA Author Manuscript form as: Proteins. 2014 February ; 82(0 2): 208–218. doi:10.1002/prot.24374. One contact for every twelve residues allows robust and accurate topology-level protein structure modeling David E. Kim, Frank DiMaio, Ray Yu-Ruei Wang, Yifan Song, and David Baker* Department of Biochemistry, University of Washington, Seattle 98195, Washington Abstract A number of methods have been described for identifying pairs of contacting residues in protein three-dimensional structures, but it is unclear how many contacts are required for accurate structure modeling. The CASP10 assisted contact experiment provided a blind test of contact guided protein structure modeling. We describe the models generated for these contact guided prediction challenges using the Rosetta structure modeling methodology. For nearly all cases, the submitted models had the correct overall topology, and in some cases, they had near atomic-level accuracy; for example the model of the 384 residue homo-oligomeric tetramer (Tc680o) had only 2.9 Å root-mean-square deviation (RMSD) from the crystal structure. Our results suggest that experimental and bioinformatic methods for obtaining contact information may need to generate only one correct contact for every 12 residues in the protein to allow accurate topology level modeling. Keywords protein structure prediction; rosetta; comparative modeling; homology modeling; ab initio prediction; contact prediction INTRODUCTION Predicting the three-dimensional structure of a protein given just the amino acid sequence with atomic-level accuracy has been limited to small (<100 residues), single domain proteins. -
Single-Molecule Spectroscopy and Imaging Studies of Protein Folding-Unfolding Conformational Dynamics: the Multiple-State and Multiple-Channel Energy Landscape
SINGLE-MOLECULE SPECTROSCOPY AND IMAGING STUDIES OF PROTEIN FOLDING-UNFOLDING CONFORMATIONAL DYNAMICS: THE MULTIPLE-STATE AND MULTIPLE-CHANNEL ENERGY LANDSCAPE Zijian Wang A Dissertation Submitted to the Graduate College of Bowling Green State University in partial fulfillment of the requirements for the degree of DOCTOR OF PHILOSOPHY May 2016 Committee: H. Peter Lu, Advisor Gabriela Bidart-Bouzat Graduate Faculty Representative Ksenija D. Glusac George Bullerjahn © 2016 Zijian Wang All Rights Reserved iii ABSTRACT H. Peter Lu, Advisor Protein conformational dynamics often plays a critical role in protein functions. We have characterized the spontaneous folding-unfolding conformational fluctuation dynamics of calmodulin (CaM) at thermodynamic equilibrium conditions by using single-molecule fluorescence resonance energy transfer (FRET) spectroscopy. We studied protein folding dynamics under simulated biological conditions to gain a deep, mechanistic understanding of this important biological process. We have identified multiple folding transition pathways and characterized the underlying energy landscape of the single-molecule protein conformational fluctuation trajectories. Our results suggest that the folding dynamics of CaM molecules involves a complex multiple-pathway multiple-state energy landscape, rather than an energy landscape of two-state dynamical process. Our probing single-molecule FRET fluctuation experiments demonstrate a new approach of studying spontaneous protein folding-unfolding conformational dynamics at the equilibrium that features recording long time single-molecule conformational fluctuation trajectories. This technique yields rich statistical and dynamical information far beyond traditional ensemble-averaged measurements. We characterize the conformational dynamics of single CaM interacting with C28W. The single CaM molecules are partially unfolded by GdmCl, and the folded and unfolded CaM molecules are approximately equally populated. -
Exploring the Effects of Hydrogen Bonding and Hydrophobic
Chemical Physics 307 (2004) 187–199 www.elsevier.com/locate/chemphys Exploring the effects of hydrogen bonding and hydrophobic interactions on the foldability and cooperativity of helical proteins using a simplified atomic model Michael Knott, Hue Sun Chan * Protein Engineering Network of Centres of Excellence (PENCE), Department of Biochemistry, 1 Kings College Circle, University of Toronto, Toronto, Ont., Canada M5S 1A8 Department of Medical Genetics and Microbiology, Faculty of Medicine, University of Toronto, Toronto, Ont., Canada M5S 1A8 Received 16 February 2004; accepted 3 June 2004 Available online 6 July 2004 Abstract Using a simplified atomic model, we perform Langevin dynamics simulations of polypeptide chains designed to fold to one-, two- and three-helix native conformations. The impact of the relative strengths of the hydrophobic and hydrogen bonding interactions on folding is investigated. Provided that the two interactions are appropriately balanced, a simple potential function allows the chains to fold to their respective target native structures, which are essentially lowest-energy conformations. However, if the hydrophobic interaction is too strong, helix formation is preempted by hydrophobic collapse into compact conformations with little helical content. While the transition from denatured to compact non-native conformations is not cooperative, the transition between native (helical) and denatured states exhibits certain cooperative features. The degree of apparent cooperativity increases with the length of the polypeptide; but it falls far short of that observed experimentally for small, single-domain ‘‘two-state’’ proteins. Even for the three-helix bundle, the present model interaction scheme leads to a distribution of energy which is not bimodal, although a heat capacity peak associated with thermal unfolding is observed. -
Protein Folding: New Methods Unveil Rate-Limiting Structures
UNIVERSITY OF CHICAGO PROTEIN FOLDING: NEW METHODS UNVEIL RATE-LIMITING STRUCTURES A DISSERTATION SUBMITTED TO THE FACULTY OF THE DIVISION OF THE BIOLOGICAL SCIENCES AND THE PRITZKER SCHOOL OF MEDICINE IN CANDIDACY FOR THE DEGREE OF DOCTOR OF PHILOSOPHY DEPARTMENT OF BIOCHEMISTRY AND MOLECULAR BIOLOGY BY BRYAN ANDREW KRANTZ CHICAGO, ILLINOIS AUGUST 2002 Copyright © 2002 by Bryan Andrew Krantz All rights reserved ii TO MY WIFE, KRIS, AND MY FAMILY iii Table of Contents Page List of Figures viii List of Tables x List of Abbreviations xi Acknowledgements xii Abstract xiii Chapter 1.0 Introduction to Protein Folding 1 1.1 Beginnings: Anfinsen and Levinthal 1 1.1.1 Intermediates populated by proline isomerization 2 1.1.2 Intermediates populated by disulfide bond formation 4 1.1.3 H/D labeling folding intermediates 7 1.1.4 Kinetically two-state folding 8 1.2 Present thesis within historical context 11 1.3 The time scales 12 1.3.1 From microseconds to decades 12 1.3.2 A diffusive process 13 1.3.3 Misfolding and chaperones 13 1.4 The energies 14 1.4.1 The hydrophobic effect 14 1.4.2 Conformational entropy 15 1.4.3 Hydrogen bonds 15 1.4.4 Electrostatics 16 1.4.5 Van der Waals 19 1.5 Surface burial 19 1.6 Modeling protein folding 20 1.6.1 Diffusion-collision and hydrophobic collapse 21 1.6.2 Search nucleation 22 1.6.3 Are there intermediates? 23 1.6.4 Pathways or landscapes? 27 2.0 The Initial Barrier Hypothesis in Protein Folding 30 2.1 Abstract 30 2.2 Introduction 30 2.3 Early intermediates 41 2.3.1 Cytochrome c 41 2.3.2 Barnase 46 2.3.3 Ubiquitin -
Cooperative Folding Kinetics of BBL Protein and Peripheral Subunit-Binding Domain Homologues
Cooperative folding kinetics of BBL protein and peripheral subunit-binding domain homologues Wookyung Yu*, Kwanghoon Chung*†, Mookyung Cheon*‡, Muyoung Heo*§, Kyou-Hoon Han¶, Sihyun Hamʈ, and Iksoo Chang*,** *National Research Laboratory for Computational Proteomics and Biophysics, Department of Physics, Pusan National University, Busan 609-735, Korea; ‡Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom; ¶Molecular Cancer Research Center, Korea Research Institute for Bioscience and Biotechnology, Daejeon 305-806, Korea; and ʈDepartment of Chemistry, Sookmyoung Women’s University, Seoul 140-742, Korea Edited by Alan R. Fersht, University of Cambridge, Cambridge, United Kingdom, and approved December 21, 2007 (received for review September 7, 2007) Recent experiments claiming that Naf-BBL protein follows a global energy landscape when the folding energy predominates over the downhill folding raised an important controversy as to the folding loss of the conformational entropy (4), depending upon the mechanism of fast-folding proteins. Under the global downhill conditions of a folding experiment such as their initial locations folding scenario, not only do proteins undergo a gradual folding, on the free energy landscape and the heterogeneity of confor- but folding events along the continuous folding pathway also mational ensemble (7). In the global downhill folding model the could be mapped out from the equilibrium denaturation experi- folding free energy landscape possesses a global unimodal ment. Based on the exact calculation using a free energy landscape, distribution for all denaturation conditions so that a protein relaxation eigenmodes from a master equation, and Monte Carlo follows a smooth and progressive conformational change, and a simulation of an extended Muñoz–Eaton model that incorporates continuous folding pathway can be observed simply by an multiscale-heterogeneous pairwise interactions between amino equilibrium denaturation experiment (11, 12). -
“Strange Kinetics” of Ubiquitin Folding: Interpretation in Terms of a Simple Kinetic Model
Computational structural and functional proteomics 243 Chapter # “STRANGE KINETICS” OF UBIQUITIN FOLDING: INTERPRETATION IN TERMS OF A SIMPLE KINETIC MODEL Chekmarev S.F.*1, Krivov S.V.2, Karplus M.2, 3* 1 Institute of Thermophysics, SB RAS, Novosibirsk, 630090, Russia; 2 Laboratoire de Chimie Biophysique, ISIS, Université Louis Pasteur, 67000, Strasbourg, France; 3 Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA, e-mail: [email protected] * Corresponding authors: e-mail: [email protected] Key words: ubiquitin, folding, folding times, rate constants, kinetic model, experiment SUMMARY Motivation: Interpretation of protein folding experiments in terms of the transitions between characteristic states of the system may allow valuable insight into the folding mechanism. Results: The ubiquitin mutant Ub*G folding experiments of Sabelko et al. (1999), in which “strange kinetics” were observed, are interpreted in terms of a simple kinetic model. A minimal set of states consisting of a semi-compact globule, two off-pathway traps, and the native state are included. Both the low and high temperature experiments of Sabelko et al. are fitted by a system of kinetic equations determining the transitions between these states. It is possible that cold and heat denaturated states of Ub*G are the basis of the off-pathway traps. The fits of the kinetic model to the experimental results provides an estimate of the rate constants for the various reaction channels and show how their contributions vary with temperature. Introduction of an on-pathway intermediate instead of one of the off-pathway traps does not lead to agreement with the experiments. -
Statistical Mechanics of a Correlated Energy Landscape Model for Protein Folding Funnels Steven S
Statistical mechanics of a correlated energy landscape model for protein folding funnels Steven S. Plotkin, Jin Wang, and Peter G. Wolynes Department of Physics and School of Chemical Sciences, University of Illinois, Urbana, Illinois 61801 ~Received 31 May 1996; accepted 6 November 1996! In heteropolymers, energetic correlations exist due to polymeric constraints and the locality of interactions. Pair correlations in conjunction with the a priori specification of the existence of a particularly low energy state provide a method of introducing the aspect of minimal frustration to the energy landscapes of random heteropolymers. The resulting funneled landscape exhibits both a phase transition from a molten globule to a folded state, and the heteropolymeric glass transition in the globular state. We model the folding transition in the self-averaging regime, which together with a simple theory of collapse allows us to depict folding as a double-well free energy surface in terms of suitable reaction coordinates. Observed trends in barrier positions and heights with protein sequence length and thermodynamic conditions are discussed within the context of the model. We also discuss the new physics which arises from the introduction of explicitly cooperative many-body interactions, as might arise from sidechain packing and nonadditive hydrophobic forces. © 1997 American Institute of Physics. @S0021-9606~97!52406-8# I. INTRODUCTION teins have used much of the mathematical techniques used to treat spin glasses6 and regular magnetic systems.7 The poly- Molecular scientists view protein folding as a complex meric nature of the problem must also be taken into account. chemical reaction. Another fruitful analogy from statistical Mean field theories based on replica techniques8 and varia- physics is that folding resembles a phase transition in a finite tional methods9 have been very useful, but are more difficult system. -
Cooperative Folding Kinetics of BBL Protein and Peripheral Subunit-Binding Domain Homologues
Cooperative folding kinetics of BBL protein and peripheral subunit-binding domain homologues Wookyung Yu*, Kwanghoon Chung*†, Mookyung Cheon*‡, Muyoung Heo*§, Kyou-Hoon Han¶, Sihyun Hamʈ, and Iksoo Chang*,** *National Research Laboratory for Computational Proteomics and Biophysics, Department of Physics, Pusan National University, Busan 609-735, Korea; ‡Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, United Kingdom; ¶Molecular Cancer Research Center, Korea Research Institute for Bioscience and Biotechnology, Daejeon 305-806, Korea; and ʈDepartment of Chemistry, Sookmyoung Women’s University, Seoul 140-742, Korea Edited by Alan R. Fersht, University of Cambridge, Cambridge, United Kingdom, and approved December 21, 2007 (received for review September 7, 2007) Recent experiments claiming that Naf-BBL protein follows a global energy landscape when the folding energy predominates over the downhill folding raised an important controversy as to the folding loss of the conformational entropy (4), depending upon the mechanism of fast-folding proteins. Under the global downhill conditions of a folding experiment such as their initial locations folding scenario, not only do proteins undergo a gradual folding, on the free energy landscape and the heterogeneity of confor- but folding events along the continuous folding pathway also mational ensemble (7). In the global downhill folding model the could be mapped out from the equilibrium denaturation experi- folding free energy landscape possesses a global unimodal ment. Based on the exact calculation using a free energy landscape, distribution for all denaturation conditions so that a protein relaxation eigenmodes from a master equation, and Monte Carlo follows a smooth and progressive conformational change, and a simulation of an extended Muñoz–Eaton model that incorporates continuous folding pathway can be observed simply by an multiscale-heterogeneous pairwise interactions between amino equilibrium denaturation experiment (11, 12). -
Spectrin SH3 Domain Xavier Periole,1* Michele Vendruscolo,2 and Alan E
proteins STRUCTURE O FUNCTION O BIOINFORMATICS Molecular dynamics simulations from putative transition states of a-spectrin SH3 domain Xavier Periole,1* Michele Vendruscolo,2 and Alan E. Mark1,3,4* 1 Department of Biophysical Chemistry, Groningen Biomolecular Sciences and Biotechnology Institute (GBB), University of Groningen, 9747 AG Groningen, The Netherlands 2 Department of Chemistry, University of Cambridge, Cambridge CB2 1EW, United Kingdom 3 School of Molecular and Microbial Sciences, University of Queensland, St Lucia, 4072, Queensland, Australia 4 Institute for Molecular Biosciences, University of Queensland, St Lucia, 4072, Queensland, Australia INTRODUCTION ABSTRACT Understanding of the process of protein folding is one of the grand challenges in A series of molecular dynam- molecular biology. Ever since it was shown that the information contained in the ics simulations in explicit sol- sequence of amino acids is sufficient for a protein to find the structure of its native vent were started from nine state,1 experimentalists and theoreticians have tried to understand the mechanisms of structural models of the tran- this important biological process.2–5 sition state of the SH3 do- 5 main of a-spectrin, which Much effort has been focused on proteins that undergo two-state folding. The pri- were generated by Lindorff- mary advantage of two-state proteins is the lack of detectable intermediate states, so Larsen et al. (Nat Struct Mol their folding process can be considered as involving a transition from a broad ensem- Biol 2004;11:443–449) using ble of configurations representing the unfolded state to a narrow ensemble of configu- molecular dynamics simula- rations making up the native state, via a specific transition state. -
A Natural Missing Link Between Activated and Downhill Protein Folding Scenarios
A natural missing link between activated and downhill protein folding scenarios Feng Liu, Caroline Maynard, Gregory Scott, Artem Melnykov, Kathleen B. Hall and Martin Gruebele We propose protein PTBl :4W as a good candidate for engineering into a downhill folder. PTBl: 4W has a probe-dependent thermal unfolding curve and sub-millisecond T-jump relaxation kinetics on more than one time scale. Its refolding rate in denaturant is a non-linear function of denaturant concentration (curved chevron plot). Yet at high denaturant concentration its unfolding is probe-independent, and the folding kinetics can be fitted to a single exponential decay. The domain appears to fold via a mechanism between downhill folding and activated folding over several small barriers, and when denaturant is added, one of these barriers greatly increases and simplifies the observed folding to apparent two-state kinetics. We predict the simplest free energy function consistent with the thermai denaturation and kinetics experiments by using the singular value Smoluchowski dynamics (SVSD) model. PTBl: 4W is a natural 'missing link' between downhill and activated folding. We suggest mutations that could move the protein into the downhill folding limit. 18 19 Introduction downhill folders, • and even downhill folders at the melting transition.20 The experimental detection of the protein folding 'speed limit' A good starting point for such engineering is a wild type 1 3 and of downhill folding - has attracted great interest among protein with a broad probe-dependent melting transition (low 4 5 6 7 simulators, • theorists, • and the community interested in cooperativity), yet fast folding rate (sub-millisecond). -
The Limited Role of Nonnative Contacts in the Folding Pathways of a Lattice Protein
doi:10.1016/j.jmb.2009.06.058 J. Mol. Biol. (2009) 392, 1303–1314 Available online at www.sciencedirect.com The Limited Role of Nonnative Contacts in the Folding Pathways of a Lattice Protein Brian C. Gin1,2,3, Juan P. Garrahan4 and Phillip L. Geissler1,2⁎ 1Department of Chemistry, Models of protein energetics that neglect interactions between amino acids University of California at that are not adjacent in the native state, such as the Gō model, encode or Berkeley, Berkeley, underlie many influential ideas on protein folding. Implicit in this CA 94720, USA simplification is a crucial assumption that has never been critically evaluated in a broad context: Detailed mechanisms of protein folding are not biased by 2Chemical Sciences and Physical nonnative contacts, typically argued to be a consequence of sequence design Biosciences Divisions, Lawrence and/or topology. Here we present, using computer simulations of a well- Berkeley National Laboratory, studied lattice heteropolymer model, the first systematic test of this oft- Berkeley, CA 94720, USA assumed correspondence over the statistically significant range of hundreds 3School of Medicine, University of thousands of amino acid sequences that fold to the same native structure. of California at San Francisco, Contrary to previous conjectures, we find a multiplicity of folding San Francisco, CA 94143, USA mechanisms, suggesting that Gō-likemodelscannotbejustifiedby 4 considerations of topology alone. Instead, we find that the crucial factor in School of Physics and discriminating among topological pathways is the heterogeneity of native Astronomy, University of contact energies: The order in which native contacts accumulate is Nottingham, Nottingham profoundly insensitive to omission of nonnative interactions, provided NG7 2RD, UK that native contact heterogeneity is retained. -
The Change of Conditions Does Not Affect Ros87 Downhill Folding
www.nature.com/scientificreports OPEN The change of conditions does not afect Ros87 downhill folding mechanism Rinaldo Grazioso1, Sara García‑Viñuales2, Gianluca D’Abrosca1, Ilaria Baglivo1, Paolo Vincenzo Pedone1, Danilo Milardi2, Roberto Fattorusso1, Carla Isernia1, Luigi Russo1* & Gaetano Malgieri1* Downhill folding has been defned as a unique thermodynamic process involving a conformations ensemble that progressively loses structure with the decrease of protein stability. Downhill folders are estimated to be rather rare in nature as they miss an energetically substantial folding barrier that can protect against aggregation and proteolysis. We have previously demonstrated that the prokaryotic zinc fnger protein Ros87 shows a bipartite folding/unfolding process in which a metal binding intermediate converts to the native structure through a delicate barrier‑less downhill transition. Signifcant variation in folding scenarios can be detected within protein families with high sequence identity and very similar folds and for the same sequence by varying conditions. For this reason, we here show, by means of DSC, CD and NMR, that also in diferent pH and ionic strength conditions Ros87 retains its partly downhill folding scenario demonstrating that, at least in metallo‑proteins, the downhill mechanism can be found under a much wider range of conditions and coupled to other diferent transitions. We also show that mutations of Ros87 zinc coordination sphere produces a diferent folding scenario demonstrating that the organization of the metal ion core is determinant in the folding process of this family of proteins. Protein folding is essentially an exploration of conformational space on a funneled energy surface. Several small protein domains fold by two-state equilibrium mechanisms 1.