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1.
Aggregation of the SH3 domain of the PI3 kinase, both as a single domain and as a tandem repeat in which the C terminus of one domain is linked to the N terminus of another by a flexible linker of ten glycine/serine residues, has been studied under a range of conditions in order to investigate the mechanism of protein aggregation and amyloid formation. The tandem repeat was found to form amyloid fibrils much more readily than the single domain under the acidic conditions used here, and the fibrils themselves have higher morphological homogeneity. The folding-unfolding transition of the PI3-SH3 domain shows two-state behaviour and is pH dependent; at pH 3.6, which is near the pH mid-point for folding and only slightly below the isoelectric point of the protein, both the single domain and the tandem repeat spontaneously form broad distributions of soluble oligomers without requirement for nucleation. Under prolonged incubation under these conditions, the oligomers convert into thin, curly fibrils that interact with thioflavin-T, suggesting that they contain an organised beta-sheet structure. Under more acidic conditions (pH 2.0) where the proteins are fully denatured and carry a positive net charge, long, straight fibrils are formed in a process having a pronounced lag phase. The latter was found to be reduced dramatically by the addition of oligomers exceeding a critical size of approximately 20 molecules. The results suggest that the process of aggregation of these SH3 domains can take place by a variety of mechanisms, ranging from downhill formation of relatively amorphous species to nucleated formation of highly organised structures, the relative importance of which varies greatly with solution conditions. Comparison with the behaviour of other amyloidogenic systems suggests that the general mechanistic features outlined here are likely to be common to at least a wide variety of peptides and proteins.  相似文献   

2.
The C‐terminal segment (residues 218–289) of the HET‐s protein of the filamentous fungus Podosporina anserina is a prion‐forming domain. The structural model of the HET‐s(218–289) amyloid fibril based on solid‐state nuclear magnetic resonance (NMR) restraints shows a β solenoid topology which is comprised of a β‐sheet core and interconnecting loops. For the single‐point mutants Phe286Ala and Trp287Ala, slower aggregation rates in vitro and loss of prionic infectivity have been reported recently. Here we have used molecular dynamics to compare the flexibility of the mutants and wild type. The simulations, initiated from a trimeric aggregate extracted from the NMR structural model, show structural stability on a 100‐ns time scale for wild type and mutants. Analysis of the fluctuations along the simulations reveals that the mutants are less flexible than the wild type in the C‐terminal segment at only one of the two external monomers. Analysis of interaction energy and buried accessible surface indicates that residue Phe286 in particular is stabilized in the Trp287Ala mutant. The simulation results provide an atomistic explanation of the suggestion (based on indirect experimental evidence) that flexibility at the protofibril end(s) is required for fibril elongation. Moreover, they provide further evidence that the growth of the HET‐s amyloid fibril is directional. Proteins 2014; 82:399–404. © 2013 Wiley Periodicals, Inc.  相似文献   

3.
Filamentous amyloid aggregates are central to the pathology of Alzheimer's disease. We use all-atom molecular dynamics (MD) simulations with explicit solvent and multiple force fields to probe the structural stability and the conformational dynamics of several models of Alzheimer's beta-amyloid fibril structures, for both wild-type and mutated amino acid sequences. The structural models are based on recent solid state NMR data. In these models, the peptides form in-register parallel beta-sheets along the fibril axis, with dimers of two U-shaped peptides located in layers normal to the fibril axis. Four different topologies are explored for stacking the beta-strand regions against each other to form a hydrophobic core. Our MD results suggest that all four NMR-based models are structurally stable, and we find good agreement with dihedral angles estimated from solid-state NMR experiments. Asp23 and Lys28 form buried salt-bridges, resulting in an alternating arrangement of the negatively and positively charged residues along the fibril axis that is reminiscent of a one-dimensional ionic crystal. Interior water molecules are solvating the buried salt-bridges. Based on data from NMR measurements and MD simulations of short amyloid fibrils, we constructed structural models of long fibrils. Calculated X-ray fiber diffraction patterns show the characteristics of packed beta-sheets seen in experiments, and suggest new experiments that could discriminate between various fibril topologies.  相似文献   

4.
Periole X  Vendruscolo M  Mark AE 《Proteins》2007,69(3):536-550
A series of molecular dynamics simulations in explicit solvent were started from nine structural models of the transition state of the SH3 domain of alpha-spectrin, which were generated by Lindorff-Larsen et al. (Nat Struct Mol Biol 2004;11:443-449) using molecular dynamics simulations in which experimental Phi - values were incorporated as restraints. Two of the nine models were simulated 10 times for 200 ns and the remaining models simulated two times for 200 ns. Complete folding was observed in one case, while in the other simulations partial folding or unfolding events were observed, which were characterized by a regularization of elements of secondary structure. These results are consistent with recent experimental evidence that the folding of SH3 domains involves low populated intermediate states.  相似文献   

5.
The tetramerization domain for wild-type p53 (p53tet-wt) and a p53 mutant, R337H (p53tet-R337H), associated with adrenocortical carcinoma (ACC) in children, can be converted from the soluble native state to amyloid-like fibrils under certain conditions. Circular dichroism, Fourier transform infrared spectroscopy and staining with Congo red and thioflavin T showed that p53tet-wt and p53tet-R337H adopt an alternative beta-sheet conformation (p53tet-wt-beta and p53tet-R337H-beta, respectively), characteristic of amyloid-like fibrils, when incubated at pH 4.0 and elevated temperatures. Electron micrographs showed that the alternative conformations for p53tet-wt (p53tet-wt-beta) and p53tet-R337H (p53tet-R337H-beta) were supramolecular structures best described as "molecular ribbons". FT-IR analysis demonstrated that the mechanism of amyloid-like fibril formation involved unfolding of the p53tet-wt beta-strands, followed by unfolding of the alpha-helices, followed finally by formation of beta-strand-containing structures that other methods showed were amyloid-like ribbons. The mutant, p53tet-R337H, had a significantly higher propensity to form amyloid-like fibrils. Both p53tet-wt (pH 4.0) and p53tet-R337H (pH 4.0 and 5.0), when incubated at room temperature (22 degrees C) for one month, were converted to molecular ribbons. In addition, p53tet-R337H, and not p53tet-wt, readily formed ribbons at pH 4.0 and 37 degrees C over 20 hours. Interestingly, unlike other amyloid-forming proteins, p53tet-wt-beta and p53tet-R337H-beta disassembled and refolded to the native tetramer conformation when the solution pH was raised from 4.0 to 8.5. Although fibril formation at pH 4.0 was concentration and temperature-dependent, fibril disassembly at pH 8.5 was independent of both. Finally, we propose that the significantly higher propensity of the mutant to form ribbons, compared to the wild-type, may provide a possible mechanism for the observed nuclear accumulation of p53 in ACC cells and other cancerous cells.  相似文献   

6.
Marchut AJ  Hall CK 《Proteins》2007,66(1):96-109
Aggregation in the brain of polyglutamine-containing proteins is either a cause or an associated symptom of nine hereditary neurodegenerative disorders including Huntington's disease. The molecular level mechanisms by which these proteins aggregate are still unclear. In an effort to shed light on this important phenomenon, we are investigating the aggregation of model polyglutamine peptides using molecular-level computer simulation with a simplified model of polyglutamine that we have developed. This model accounts for the most important types of intra- and inter-molecular interactions-hydrogen bonding and hydrophobic interactions-while allowing the folding process to be simulated in a reasonable time frame. The model is used to examine the folding of isolated polyglutamine peptides 16, 32, and 48 residues long and the folding and aggregation of systems of 24 model polyglutamine peptides 16, 24, 32, 36, 40, and 48 residues long. Although the isolated polyglutamine peptides did form some alpha and beta backbone-backbone hydrogen bonds they did not have as many of these bonds as they would have if they had folded into a complete alpha helix or beta sheet. In one of the simulations on the isolated polyglutamine peptide 48 residues long, we observed a structure that resembles a beta helix. In the multi-chain simulations we observed amorphous aggregates at low temperatures, ordered aggregates with significant beta sheet character at intermediate temperatures, and random coils at high temperatures. We have found that the temperature at which the model peptides undergo the transition from amorphous aggregates to ordered aggregates and the temperature at which the model peptides undergo the transition from ordered aggregates to random coils increase with increasing chain length. Our finding that the stability of the ordered aggregates increases as the peptide chain length increases may help to explain the experimentally observed relation between polyglutamine tract length and aggregation in vitro and disease progression in vivo. We have also observed in our simulations that the optimal temperature for the formation of beta sheets increases with chain length up to 36 glutamine residues but not beyond. Equivalently, at fixed temperature we find a transition from a region dominated by random coils at chain lengths less than 36 to a region dominated by relatively ordered beta sheet structures at chain lengths greater than 36. Our finding of this critical chain length of 36 glutamine residues is interesting because a critical chain length of 37 glutamine residues has been observed experimentally.  相似文献   

7.
Amyloid fibrils are considered to play causal roles in the pathogenesis of amyloid‐related degenerative diseases such as Alzheimer's disease, type II diabetes mellitus, the transmissible spongiform encephalopathies, and prion disease. The mechanism of fibril formation is still hotly debated and remains an important open question. In this study, we utilized molecular dynamics (MD) simulation to analyze the stability of hexamer for eight class peptides. The MD results suggest that VEALYL and MVGGVV‐1 are the most stable ones, then SNQNNY, followed by LYQLEN, MVGGVV‐2, VQIVYK, SSTSAA, and GGVVIA. The statistics result indicates that hydrophobic residues play a key role in stabilizing the zipper interface. Single point and two linkage mutants of MVGGVV‐1 confirmed that both Met1 and Val2 are key hydrophobic residues. This is consistent with the statistics analysis. The stability results of oligomer for MVGGVV‐1 suggest that the intermediate state should be trimer (3‐0) and tetramer (2‐2). These methods can be used in stabilization study of other amyloid fibril. © 2010 Wiley Periodicals, Inc. Biopolymers 93: 578–586, 2010. This article was originally published online as an accepted preprint. The “Published Online” date corresponds to the preprint version. You can request a copy of the preprint by emailing the Biopolymers editorial office at biopolymers@wiley.com  相似文献   

8.
Abstract

Atomistic molecular dynamics simulations have been performed on the peptide amphiphiles (PAs) with four amyloid beta peptide fragments as head groups. The stable structures were monitored by the root mean square deviation with respect to the energy minimised initial structures. Random coil and β-sheet structures with hydrogen bonds along and perpendicular to the long axis of the nanofibre were obtained due to the different nature of the head groups. Influences of pH and capping ends on the nanofibre structures were investigated through variation of the protonation states of the ionic amino acids in the peptides. The peptides with opposite charges on both sides were found to have the fewest β-sheet structures, and the charges on the outer terminal tended to destruct the β-sheets while those at the inner side did not. The isolated charge in the centre of peptides was found to be able to promote the formation of regular β-sheets, while multiple charged residues could not support ordered β-sheet structures. When charge neutralisation occurred between adjacent residues, regular β-sheet laminates might also occur for systems with charges at the outer terminal. With the increase of β-sheet structures formed, the original twisted structures found for random coil structures of the PAs could be diminished by the hydrogen bonds.  相似文献   

9.
The SH3 domains are small protein modules of 60-85 amino acid residues that are found in many proteins involved in intracellular signal transduction. The SH3 domain of the p85alpha subunit of bovine phosphatidylinositol 3'-kinase (PI3-SH3) under acidic solution adopts a compact denatured state from which amyloid fibrils are readily formed. This aggregation process has been found to be modulated substantially by solution conditions. Here, we have analyzed the conformational features of the native and acid denatured states of PI3-SH3 by limited proteolysis experiments using proteinase K and pepsin, respectively. Moreover, we have analyzed the propensity of PI3-SH3 to be hydrolyzed by pepsin at different stages in the process of aggregation and amyloid formation at pH 1.2 and 2.0 and compared the sites of proteolysis under these conditions with the conformational features of both native and aggregated PI3-SH3. The results demonstrate that the denatured state of PI3-SH3 formed at low pH is relatively resistant to proteolysis, indicating that it is partially folded. The long loop connecting beta-strands b and c in the native protein is the region in this structure most susceptible to proteolysis. Remarkably, aggregates of PI3-SH3 that are formed initially from this denatured state in acid solution display enhanced susceptibility to proteolysis of the long loop, suggesting that the protein becomes more unfolded in the early stages of aggregation. By contrast, the more defined amyloid fibrils that are formed over longer periods of time are completely resistant to proteolysis. We suggest that the protein aggregates formed initially are relatively dynamic species that are able readily to reorganize their interactions to enable formation of very well ordered fibrillar structures. In addition, the disordered and non-native character of the polypeptide chains in the early aggregates could be important in determining the high cytotoxicity that has been revealed in previous studies of these species.  相似文献   

10.
Amyloid fibrils are insoluble mainly beta-sheet aggregates of proteins or peptides. The multi-step process of amyloid aggregation is one of the major research topics in structural biology and biophysics because of its relevance in protein misfolding diseases like Alzheimer's, Parkinson's, Creutzfeld-Jacob's, and type II diabetes. Yet, the detailed mechanism of oligomer formation and the influence of protein stability on the aggregation kinetics are still matters of debate. Here a coarse-grained model of an amphipathic polypeptide, characterized by a free energy profile with distinct amyloid-competent (i.e. beta-prone) and amyloid-protected states, is used to investigate the kinetics of aggregation and the pathways of fibril formation. The simulation results suggest that by simply increasing the relative stability of the beta-prone state of the polypeptide, disordered aggregation changes into fibrillogenesis with the presence of oligomeric on-pathway intermediates, and finally without intermediates in the case of a very stable beta-prone state. The minimal-size aggregate able to form a fibril is generated by collisions of oligomers or monomers for polypeptides with unstable or stable beta-prone state, respectively. The simulation results provide a basis for understanding the wide range of amyloid-aggregation mechanisms observed in peptides and proteins. Moreover, they allow us to interpret at a molecular level the much faster kinetics of assembly of a recently discovered functional amyloid with respect to the very slow pathological aggregation.  相似文献   

11.
Solvational perturbations, accomplished by the addition of the three model cosolvents glycerol, ethanol and trifluoroethanol, exert pronounced and diversified effects on the unfolding, non-native assembly and fibril formation of the amyloidogenic protein insulin. Fluorescence, CD and UV-spectroscopic methods as well as atomic force microscopy imaging have been employed to reveal distinct structural and kinetic features upon the aggregation of insulin under different solvational perturbations, which ultimately manifest in morphological variations of mature aggregates and fibrils. In particular, fluorescence anisotropy studies proved to be very valuable in characterizing the corresponding aggregation nuclei. Glycerol stabilizes, through enhanced hydration, native oligomerization and retards fibrillar aggregation at all concentrations studied (up to 40% (w/w)). In contrast, both monoalcohols facilitate the formation of aggregation-prone intermediates by destabilization of the native assembly. The reversal from a kosmotropic to a merely chaotropic solvational behaviour can explain the accelerating effect on ordered fibrillation of low concentrations and the inhibitory nature of high concentrations of ethanol and trifluoroethanol, ultimately leading to amorphous aggregate structures. Mechanistically, dimer dissociation under stabilizing and nucleation under destabilizing conditions have been identified to be the rate-limiting steps that account for the non-monotonic concentration effects of the monoalcohols on the aggregation kinetics. A rationale as to how solvational constraints can tune the stability of the species on the native self-assembly and non-native aggregation pathway, and the energetic barriers that need to be overcome for the required structural interconversions has been put forward. We may propose that the concept of perturbed solvation is generally applicable to phenomena that are related to pathogenic amyloidogenesis of proteins and, in general, solvational effects, besides other aspects of the cellular environment, may play a significant role in a reshaping of the folding/aggregation funnel of proteins.  相似文献   

12.
The aggregation of alpha-helix-rich proteins into beta-sheet-rich amyloid fibrils is associated with fatal diseases, such as Alzheimer's disease and prion disease. During an aggregation process, protein secondary structure elements-alpha-helices-undergo conformational changes to beta-sheets. The fact that proteins with different sequences and structures undergo a similar transition on aggregation suggests that the sequence nonspecific hydrogen bond interaction among protein backbones is an important factor. We perform molecular dynamics simulations of a polyalanine model, which is an alpha-helix in its native state and observe a metastable beta-hairpin intermediate. Although a beta-hairpin has larger potential energy than an alpha-helix, the entropy of a beta-hairpin is larger because of fewer constraints imposed by the hydrogen bonds. In the vicinity of the transition temperature, we observe the interconversion of the alpha-helix and beta-sheet states via a random coil state. We also study the effect of the environment by varying the relative strength of side-chain interactions for a designed peptide-an alpha-helix in its native state. For a certain range of side-chain interaction strengths, we find that the intermediate beta-hairpin state is destabilized and even disappears, suggesting an important role of the environment in the aggregation propensity of a peptide.  相似文献   

13.
Insulin has long been served as a model for protein aggregation, both due to the importance of aggregation in the manufacture of insulin and because the structural biology of insulin has been extensively characterized. Despite intensive study, details about the initial triggers for aggregation have remained elusive at the molecular level. We show here that at acidic pH, the aggregation of insulin is likely initiated by a partially folded monomeric intermediate. High-resolution structures of the partially folded intermediate show that it is coarsely similar to the initial monomeric structure but differs in subtle details—the A chain helices on the receptor interface are more disordered and the B chain helix is displaced from the C-terminal A chain helix when compared to the stable monomer. The result of these movements is the creation of a hydrophobic cavity in the center of the protein that may serve as nucleation site for oligomer formation. Knowledge of this transition may aid in the engineering of insulin variants that retain the favorable pharamacokinetic properties of monomeric insulin but are more resistant to aggregation.  相似文献   

14.
3D domain swapping: a mechanism for oligomer assembly.   总被引:6,自引:23,他引:6       下载免费PDF全文
3D domain swapping is a mechanism for forming oligomeric proteins from their monomers. In 3D domain swapping, one domain of a monomeric protein is replaced by the same domain from an identical protein chain. The result is an intertwined dimer or higher oligomer, with one domain of each subunit replaced by the identical domain from another subunit. The swapped "domain" can be as large as an entire tertiary globular domain, or as small as an alpha-helix or a strand of a beta-sheet. Examples of 3D domain swapping are reviewed that suggest domain swapping can serve as a mechanism for functional interconversion between monomers and oligomers, and that domain swapping may serve as a mechanism for evolution of some oligomeric proteins. Domain-swapped proteins present examples of a single protein chain folding into two distinct structures.  相似文献   

15.
16.
Molecular dynamics simulations were used to investigate the aggregation of two partially overlapped graphene sheets in hexane, dodecane and eicosane. When partially overlapped graphene sheets are adjacent to one another, they will expel the adsorbed layers of the solvent molecules on the graphene surface, and the amount of overlap will increase. When the overlapped regions of the graphene sheets are separated by solvent molecules, they cannot expel the adsorption layers between them, and so the sheets remain separated. The driving force for aggregation is the van der Waals interaction between the two graphene sheets, while the van der Waals interaction between the graphene sheets and the solvent molecules inhibits graphene aggregation. The diffusion rate of the hydrocarbon molecules with shorter chain lengths is higher. Thus, they diffuse faster during graphene aggregation, which leads to a higher rate of graphene overlapping in the shorter hydrocarbons. This work provides useful insights into graphene aggregation in linear hydrocarbon solvents of varying lengths at the nanoscale.  相似文献   

17.
The Src-homology region 3 domain of chicken alpha-spectrin (Spc-SH3) is a small two-state folding protein, which has never been described to form amyloid fibrils under any condition investigated so far. We show here that the mutation of asparagine 47 to alanine at the distal loop, which destabilises similarly the native and folding transition states of the domain, induces the formation of amyloid fibrils under mild acid conditions. Amyloid aggregation of the mutant is enhanced by the increase in temperature, protein concentration and NaCl concentration. The early stages of amyloid formation have been monitored as a function of time and temperature using a variety of biophysical methods. Differential scanning calorimetry experiments under conditions of amyloid formation have allowed the identification of different thermal transitions corresponding to conformational and aggregation processes as well as to the high-temperature disaggregation and unfolding of the amyloid fibrils. Aggregation is preceded by a rapid conformational change in the monomeric domain involving about 40% of the global unfolding enthalpy, considerable change in secondary structure, large loss of tertiary structure and exposure of hydrophobic patches to the solvent. The conformational change is followed by formation of a majority of oligomeric species with apparent hydrodynamic radius between 2.5 nm and 10nm, depending on temperature, together with the appearance and progressive growth of protofibrillar aggregates. After these early aggregation stages, long and curved fibrils of up to several micrometers start to develop by elongation of the protofibrils. The calorimetric data indicate that the specific enthalpy of fibril disaggregation and unfolding is relatively low, suggesting a low density of interactions within the fibril structure as compared to the native protein and a main entropy contribution to the stability of the amyloid fibrils.  相似文献   

18.
The ABri is a 34 residue peptide that is the major component of amyloid deposits in familial British dementia. In the amyloid deposits, the ABri peptide adopts aggregated beta-pleated sheet structures, similar to those formed by the Abeta peptide of Alzheimer's disease and other amyloid forming proteins. As a first step toward elucidating the molecular mechanisms of the beta-amyloidosis, we explored the ability of the environmental variables (pH and peptide concentration) to promote beta-sheet fibril structures for synthetic ABri peptides. The secondary structures and fibril morphology were characterized in parallel using circular dichroism, atomic force microscopy, negative stain electron microscopy, Congo red, and thioflavin-T fluorescence spectroscopic techniques. As seen with other amyloid proteins, the ABri fibrils had characteristic binding with Congo red and thioflavin-T, and the relative amounts of beta-sheet and amyloid fibril-like structures are influenced strongly by pH. In the acidic pH range 3.1-4.3, the ABri peptide adopts almost exclusively random structure and a predominantly monomeric aggregation state, on the basis of analytical ultracentrifugation measurements. At neutral pH, 7.1-7.3, the ABri peptide had limited solubility and produced spherical and amorphous aggregates with predominantly beta-sheet secondary structure, whereas at slightly acidic pH, 4.9, spherical aggregates, intermediate-sized protofibrils, and larger-sized mature amyloid fibrils were detected by atomic force microscopy. With aging at pH 4.9, the protofibrils underwent further association and eventually formed mature fibrils. The presence of small amounts of aggregated peptide material or seeds encourage fibril formation at neutral pH, suggesting that generation of such seeds in vivo could promote amyloid formation. At slightly basic pH, 9.0, scrambling of the Cys5-Cys22 disulfide bond occurred, which could lead to the formation of covalently linked aggregates. The presence of the protofibrils and the enhanced aggregation at slightly acidic pH is consistent with the behavior of other amyloid-forming proteins, which supports the premise that a common mechanism may be involved in protein misfolding and beta-amyloidosis.  相似文献   

19.
Misfolding and aggregation of Cu, Zn Superoxide Dismutase (SOD1) is often found in amyotrophic lateral sclerosis (ALS) patients. The central apo SOD1 barrel was involved in protein maturation and pathological aggregation in ALS. In this work, we employed atomistic molecular dynamics (MD) simulations to study the conformational dynamics of SOD1barrel monomer in different concentrations of trifluoroethanol (TFE). We find concentration dependence unusual structural and dynamical features, characterized by the local unfolding of SOD1barrel. This partially unfolded structure is characterized by the exposure of hydrophobic core, is highly dynamic in nature, and is the precursor of aggregation seen in SOD1barrel. Our computational studies supports the hypothesis of the formation of aggregation ‘building blocks’ by means of local unfolding of apo monomer as the mechanism of SOD1 fibrillar aggregation. The non-monotonic TFE concentration dependence of protein conformational changes was explored through simulation studies. Our results suggest that altered protein conformation and dynamics within its structure may underlie the aggregation of SOD1 in ALS.  相似文献   

20.
Amyloid fibrils are highly ordered protein aggregates associated with many diseases affecting millions of people worldwide. Polyphenols such as Curcumin, Exifone, and Myricetin exhibit modest inhibition toward fibril formation of tau peptide which is associated with Alzheimer’s disease. However, the molecular mechanisms of this inhibition remain elusive. We investigated the binding of three polyphenol molecules to the protofibrils of an amyloidogenic fragment VQIVYK of tau peptide by molecular dynamics simulations in explicit solvent. We find that polyphenols induce conformational changes in the oligomer aggregate. These changes disrupt the amyloid H bonding, perturbing the aggregate. While the structural evolution of the control oligomer with no ligand is limited to the twisting of the β-sheets without their disassembly, the presence of polyphenol molecule pushes the β-sheets apart, and leads to a loosely packed structure where two of four β-sheets dissociate in each of the three cases considered here. The H-bonding capacity of polyphenols is responsible for the observed behavior. The calculated binding free energies and its individual components enabled better understanding of the binding. Results indicated that the contribution from Van der Waals interactions is more significant than electrostatic contribution to the binding. The findings from this study are expected to assist in the development of aggregation inhibitors. Significant binding between polyphenols and aggregate oligomer identified in our simulations confirms the previous experimental observations in which polyphenols refold the tau peptide without forming covalent bonds.  相似文献   

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