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Unbiased parallel tempering Monte Carlo simulations of a 49 residue protein starting from random conformations, reveal a non-trivial path followed by the molecule to the native state. The molecule (PDB id: 2GJH) consists of an α-helix and a 3 stranded β-sheet, in which two of the adjacent strands straddle the other secondary structure elements along the sequence. In the course of folding, one of the strands making sequence non-local contacts is seen to be "cached" as a non-native extension of the native α-helix. After the other secondary structure elements have formed and assembled in their proper tertiary arrangement, the cached segment is released and it changes its secondary structure to a strand as it attaches to a β-hairpin to complete the native structure. The study is based on a physics based implicit water all-atom interaction potential called the Lund force field.
Journal of Biological …, 1997
Biophysical Journal, 2004
The b-hairpin fold mechanism of a nine-residue peptide, which is modified from the b-hairpin of a-amylase inhibitor tendamistat (residues 15-23), is studied through direct folding simulations in explicit water at native folding conditions. Three 300-nanosecond self-guided molecular dynamics (SGMD) simulations have revealed a series of b-hairpin folding events. During these simulations, the peptide folds repeatedly into a major cluster of b-hairpin structures, which agree well with nuclear magnetic resonance experimental observations. This major cluster is found to have the minimum conformational free energy among all sampled conformations. This peptide also folds into many other b-hairpin structures, which represent some local free energy minimum states. In the unfolded state, the N-terminal residues of the peptide, Tyr-1, Gln-2, and Asn-3, have a confined conformational distribution. This confinement makes b-hairpin the only energetically favored structure to fold. The unfolded state of this peptide is populated with conformations with non-native intrapeptide interactions. This peptide goes through fully hydrated conformations to eliminate non-native interactions before folding into a b-hairpin. The folding of a b-hairpin starts with side-chain interactions, which bring two strands together to form interstrand hydrogen bonds. The unfolding of the b-hairpin is not simply the reverse of the folding process. Comparing unfolding simulations using MD and SGMD methods demonstrate that SGMD simulations can qualitatively reproduce the kinetics of the peptide system.
Journal of Molecular Biology, 1999
The kinetics and thermodynamics of an off-lattice model for a three-helix bundle protein are investigated as a function of a bias gap parameter that determines the energy difference between native and non-native contacts. A simple dihedral potential is used to introduce the tendency to form right-handed helices. For each value of the bias parameter, 100 trajectories of up to one microsecond are performed. Such statistically valid sampling of the kinetics is made possible by the use of the discrete molecular dynamics method with square-well interactions. This permits much faster simulations for off-lattice models than do continuous potentials. It is found that major folding pathways can be de®ned, although ensembles with considerable structural variation are involved. The large gap models generally fold faster than those with a smaller gap. For the large gap models, the kinetic intermediates are non-obligatory, while both obligatory and non-obligatory intermediates are present for small gap models. Certain large gap intermediates have a two-helix microdomain with one helix extended outward (as in domain-swapped dimers); the small gap intermediates have more diverse structures. The importance of studying the kinetic, as well as the thermodynamics, of folding for an understanding of the mechanism is discussed and the relation between kinetic and equilibrium intermediates is examined. It is found that the behavior of this model system has aspects that encompass both the``new'' view and the``old'' view of protein folding.
Proteins: Structure, Function, and Bioinformatics, 2006
Recently, we have shown that a modified energy model based on the param99 force field with the generalized Born (GB) solvation model produces reliable free energy landscapes of mini-proteins with a bba motif (BBA5, 1FSD, and 1PSV), with the native structures of the mini-proteins located in their lowest free energy minimum states. One of the main features in the modified energy model is a significant improvement for more balanced treatments of a and b strands in proteins. In this study, using the replica exchange molecular dynamics (REMD) simulation method with this new force field, we have carried out extensive ab initio folding studies of several well-known peptides with a or b strands (C-peptide, EK-peptide, le0q, and gbl). Starting from fully extended conformations as the initial conditions, all of the native-like structures of the target peptides were successfully identified by REMD, with reasonable representations of free energy surfaces. The present simulation results with the modified energy model are consistent with experiments, demonstrating an extended applicability of the energy model to folding studies of a variety of a-helices, b-strands, and a/b proteins.
The Journal of Chemical Physics, 2001
The time evolution of the formation probability of native bonds has been studied for designed sequences which fold fast into the native conformation.
Journal of Molecular Biology, 2000
How is the native structure encoded in the amino acid sequence? For the traditional backbone centric view, the dominant forces are hydrogen bonds (backbone) and f-c propensity. The role of hydrophobicity is non-speci®c. For the side-chain centric view, the dominant force of protein folding is hydrophobicity. In order to understand the balance between backbone and side-chain forces, we have studied the contributions of three components of a b-hairpin peptide: turn, backbone hydrogen bonding and side-chain interactions, of a 16-residue fragment of protein G. The peptide folds rapidly and cooperatively to a conformation with a de®ned secondary structure and a packed hydrophobic cluster of aromatic side-chains. Our strategy is to observe the structural stability of the b-hairpin under systematic perturbations of the turn region, backbone hydrogen bonds and the hydrophobic core formed by the side-chains, respectively. In our molecular dynamics simulations, the peptides are solvated. with explicit water molecules, and an all-atom force ®eld (CFF91) is used. Starting from the original peptide (G41EWTYDDATKTFTVTE56), we carried out the following MD simulations. (1) unfolding at 350 K; (2) forcing the distance between the C a atoms of ASP47 and LYS50 to be 8 A Ê ; (3) deleting two turn residues (Ala48 and Thr49) to form a b-sheet complex of two short peptides, GEWTYDD and KTFTVTE; (4) four hydrophobic residues (W43, Y45, F52 and T53) are replaced by a glycine residue step-by-step; and (5) most importantly, four amide hydrogen atoms (T44, D46, T53, and T55, which are crucial for backbone hydrogen bonding), are substituted by¯uorine atoms. The¯uorination not only makes it impossible to form attractive hydrogen bonding between the two b-hairpin strands, but also introduces a repulsive force between the two strands due to the negative charges on the¯uorine and oxygen atoms. Throughout all simulations, we observe that backbone hydrogen bonds are very sensitive to the perturbations and are easily broken. In contrast, the hydrophobic core survives most perturbations. In the decisive test of¯uorination, the¯uorinated peptide remains folded under our simulation conditions (5 ns, 278 K). Hydrophobic interactions keep the peptide folded, even with a repulsive force between the b-strands. Thus, our results strongly support a side-chain centric view for protein folding.
2004
The determination of the folding mechanisms of proteins is critical to understand the topological change that can propagate Alzheimer and Creutzfeld-Jakobs diseases, among others. The computational community has paid considerable attention to this problem; however, the associated time scale, typically on the order of milliseconds or more, represents a formidable challenge. Ab initio protein folding from long molecular dynamics simulations or ensemble dynamics is not feasible with ordinary computing facilities and new techniques must be introduced. Here we present a detailed study of the folding of a 16-residue -hairpin, described by a generic energy model and using the activation-relaxation technique. From a total of 90 trajectories at 300 K, three folding pathways emerge. All involve a simultaneous optimization of the complete hydrophobic and hydrogen bonding interactions. The first two pathways follow closely those observed by previous theoretical studies (folding starting at the turn or by interactions between the termini). The third pathway, never observed by previous all-atom folding, unfolding, and equilibrium simulations, can be described as a reptation move of one strand of the -sheet with respect to the other. This reptation move indicates that nonnative interactions can play a dominant role in the folding of secondary structures. Furthermore, such a mechanism mediated by non-native hydrogen bonds is not available for study by unfolding and Go model simulations. The exact folding path followed by a given -hairpin is likely to be influenced by its sequence and the solvent conditions. Taken together, these results point to a more complex folding picture than expected for a simple -hairpin.
The Journal of Chemical Physics, 2008
Previously we presented an all-atom force field with a generalized Born solvation model ͑param99MOD5/GBSA͒ for a more balanced description of ␣ /  propensities. We performed direct folding simulations on ␣ helices ͑PDB code 2I9M and 1WN8͒,  hairpins ͑15 peptide and PDB code 1E0Q͒, and -sheet peptide ͑ D P D P-II͒ to investigate the transferability of a new param99MOD5/GBSA force field. For direct folding simulations, we used the replica exchange molecular dynamics simulation starting with a fully extended conformer. In the converged free energy landscapes for all five peptides, each of the lowest free energy predicted structures closely matched the corresponding NMR native structure within a backbone rmsd value of 2.0 Å at experimental temperatures. The thermal denaturation profiles of all the peptides fit a two-state model well, giving several key thermodynamic parameters for comparison. Especially for 15 and D P D P-II whose thermodynamic data were available from the experiment, our simulated thermodynamic quantities agree reasonably well with the experiment. In this work, we demonstrate that the modified force field successfully differentiates native structures of ␣ and  strands under the global free energy minimum condition, so that it can be used in ab initio folding simulations for more complex motifs.
Proceedings of the National Academy of Sciences, 2008
We have investigated the site-specific folding kinetics of a photoswitchable cross-linked ␣-helical peptide by using single 13 C ؍ 18 O isotope labeling together with time-resolved IR spectroscopy. We observe that the folding times differ from site to site by a factor of eight at low temperatures (6°C), whereas at high temperatures (45°C), the spread is considerably smaller. The trivial sum of the site signals coincides with the overall folding signal of the unlabeled peptide, and different sites fold in a noncooperative manner. Moreover, one of the sites exhibits a decrease of hydrogen bonding upon folding, implying that the unfolded state at low temperature is not unstructured. Molecular dynamics simulations at low temperature reveal a stretched-exponential behavior which originates from parallel folding routes that start from a kinetically partitioned unfolded ensemble. Different metastable structures (i.e., traps) in the unfolded ensemble have a different ratio of loop and helical content. Control simulations of the peptide at high temperature, as well as without the cross-linker at low temperature, show faster and simpler (i.e., single-exponential) folding kinetics. The experimental and simulation results together provide strong evidence that the rate-limiting step in formation of a structurally constrained ␣-helix is the escape from heterogeneous traps rather than the nucleation rate. This conclusion has important implications for an ␣-helical segment within a protein, rather than an isolated ␣-helix, because the cross-linker is a structural constraint similar to those present during the folding of a globular protein.
Journal of Molecular Biology, 2001
Fifty-®ve molecular dynamics runs of two three-stranded antiparallel b-sheet peptides were performed to investigate the relative importance of amino acid sequence and native topology. The two peptides consist of 20 residues each and have a sequence identity of 15 %. One peptide has Gly-Ser (GS) at both turns, while the other has D-Pro-Gly (D PG). The simulations successfully reproduce the NMR solution conformations, irrespective of the starting structure. The large number of folding events sampled along the trajectories at 360 K (total simulation time of about 5 ms) yield a projection of the free-energy landscape onto two signi®cant progress variables. The two peptides have compact denatured states, similar free-energy surfaces, and folding pathways that involve the formation of a b-hairpin followed by consolidation of the unstructured strand. For the GS peptide, there are 33 folding events that start by the formation of the 2-3 b-hairpin and 17 with ®rst the 1-2 b-hairpin. For the D PG peptide, the statistical predominance is opposite, 16 and 47 folding events start from the 2-3 b-hairpin and the 1-2 b-hairpin, respectively. These simulation results indicate that the overall shape of the free-energy surface is de®ned primarily by the native-state topology, in agreement with an ever-increasing amount of experimental and theoretical evidence, while the amino acid sequence determines the statistically predominant order of the events.
Introduction
While many protein structures contain β-sheets with complex arrangement of β-strands, the folding mechanisms giving rise to such structures are largely unclear. Most successful folding simulations to date have been with α-helical proteins, which are dominated by sequence local interactions. The hydrogen bonds are formed between residues i and i + 4 along the sequence, which, even for the most stretched out conformation of the chain, are in the spatial neighbourhood of each other. Local interactions quickly lead such proteins into their folded structures. While β-sheets consisting of one or more sequence adjacent β-hairpins require somewhat longer range contacts along the sequence, they are still local structures. Typically they arise through a zipper-like mechanism starting from the turn regions and sequentially forming hydrogen bonds away from the turns. An important feature of these sequence local structures is that they do not interfere with the formation of other similar structures elsewhere along the chain.
When two neighbouring strands in a β-sheet come from regions of the sequence separated by a large number of residues, formation of contacts between them is no longer independent of the structure of the intervening segment. Premature formation of such contacts creates large steric barriers and can hinder the proper folding of other secondary structure elements. The protein is then lead into a deep local minimum and can only fold by first breaking the prematurely formed long distance native β-contacts. Such considerations suggest that proteins with complex β-sheets should on average fold slower than α-helices. This is indeed consistent with experimental observations. The so called "contact order", the average sequence separation of residues in contact, bears a striking correlation with the folding rate over a huge range of folding rates. β-sheets with complex strand arrangements have high contact orders, and are seen to fold slowly. But is it possible that some proteins with relatively high contact order might have evolved tricks to avoid the deep local minima and fold much faster than others of the same complexity? Plots of the folding rates versus
Methods
Our model represents all atoms of the protein chains, including all hydrogen atoms, but an implicit treatment of the solvent molecules through an effective interaction potential. The model assumes constant bond lengths, bond angles and peptide-bond torsion angles of 180 degrees. Each protein molecule has only the Ramachandran backbone torsion angles and the side chain torsion angles as its degrees of freedom. The effective force field contains terms to account for excluded volume repulsion, local backbone electrostatics, hydrogen bonds and hydrophobic interactions. The model and the force field have been described in detail elsewhere 1, 2 , where we also show that the force field describes the folding and thermodynamics of a range of short peptides with both α-helical and β-sheet structures. Sampling of protein conformations is carried out using replica exchange Monte Carlo techniques with 32 replicas. For this work, we have used the protein folding software package PROFASI 3 , version 1.1.2. The results presented here are based on 1.4 × 10 10 elementary Monte Carlo updates of the protein chain per replica. All simulations were initialised with random values for all degrees of freedom and different random number seeds.
Results
The simulated molecule folds to the native state with a backbone RMSD (all residues) of about 1.8Å. The global energy minimum found in the simulations has a backbone RMSD of 1.7Å, and is shown superimposed on the PDB structure in Fig.1. This minimum energy structure shares all the hydrogen bonds and C α contacts with the native state.
Figure 1
Comparison of the global energy minimum (colour) with the PDB structure 2GJH.pdb (grey). contact orders suggest such a possibility, as there is a large fluctuation in the folding rates for proteins with intermediate contact orders. The exact nature of such fold accelerating mechanisms are unknown. From all-atom Monte Carlo simulations of a 49 residue protein, Top7-CFR (PDB id: 2GJH, residues 2 -50) with both helical and β-sheet structures and a non-trivial β-sheet geometry, we propose one possible mechanism.
More interesting than the fact that the molecule folds is the observed manner of formation of β-sheet contacts between the N-terminal strand and the C-terminal hairpin 4 . When the molecule folds from random conformations, the first structures to emerge are the native helix and the C-terminal hairpin. These are strong structural elements consisting of sequence local contacts and fold to the same structures as excised segments in simulations. But we observe that the N-terminal strand initially folds simply as a continuation of the native helix. β-strands are stabilised by inter-strand interactions. Therefore, initially when the C-terminal hairpin is absent, the N-terminal region does not have any stabilising interactions as a β-strand. The helix, which forms first, provides a good template for the N-terminal strands, and absorbs them. The helix, even with its non-native extension, is a structure that folds and unfolds easily. The β-hairpin forms independently, and subsequently makes hydrophobic contacts with the helix. Upon the formation of hydrophobic contacts between the helix and the hairpin, both the structures are stabilised. The nonnative extension of the helix, containing the N-terminal strand residues, does not benefit from the hydrophobic contacts with the hairpin and eventually unfolds. Unlike the situation for an entirely unfolded molecule, when the N-terminal residues are freed with both the helix and hairpin in place, they do have other β-strands to bind to, which turns out to be lower in energy. Hence, the N-terminal strands join it with a larger probability.
Conclusions
Using all-atom Monte Carlo simulations starting from random initial conformations, we find that the molecule Top7-CFr folds to within 1.7Å of its native state, following a non-trivial folding pathway. The observed mechanism of formation of sequence non-local β-sheet contacts depends on the chameleon behaviour of the N-terminal strand. We believe that such caching of β-strands in neighbouring helices is one mechanism for accelerating the formation of complex β-sheet structures. More detailed results are published in Refs. 4, 5.
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