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1.
Alzheimer's, Parkinson's, and Creutzfeldt-Jakob's neurodegenerative diseases are all linked with the assembly of normally soluble proteins into amyloid fibrils. Because of experimental limitations, structural characterization of the soluble oligomers, which form early in the process of fibrillogenesis and are cytotoxic, remains to be determined. In this article, we study the aggregation paths of seven chains of the shortest amyloid-forming peptide, using an activitated method and a reduced atomic representation. Our simulations show that disordered KFFE monomers ultimately form three distinct topologies of similar energy: amorphous oligomers, incomplete rings with beta-barrel character, and cross-beta-sheet structures with the meridional but not the equatorial X-ray fiber reflections. The simulations also shed light on the pathways from misfolded aggregates to fibrillar-like structures. They also underline the multiplicity of building blocks that can lead to the formation of the critical nucleus from which rapid growth of the fibril occurs. 相似文献
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The results of a computer simulation study of the aggregation kinetics of a large system of model peptides with particular focus on the formation of intermediates are presented. Discontinuous molecular dynamic simulations were used in combination with our intermediate-resolution protein model, PRIME, to simulate the aggregation of a system of 192 polyalanine (KA(14) K) peptides at a concentration of 5 mM and a reduced temperature of T* = 0.13 starting from a random configuration and ending in the assembly of a fibrillar structure. The population of various structures, including free monomers, beta sheets, amorphous aggregates, hybrid aggregates, and fibrils, and the transitions between the structures were tracked over the course of 30 independent simulations and averaged together. The aggregation pathway for this system starts with the association of free monomers into small amorphous aggregates that then grow to moderate size by incorporating other free monomers or merging with other small amorphous aggregates. These then rearrange into either small beta sheets or hybrid aggregates formed by association between unstructured chains and beta sheets, both of which grow in size by adding free monomer chains or other small aggregates, one at a time. Fibrillar structures are formed initially either by the stacking of beta sheets, rearrangement of hybrid aggregates or association between beta sheets and hybrid aggregates. They grow by the addition of beta sheets, hybrid aggregates, and other small fibrillar structures. The rearrangement of amorphous aggregates into beta sheets is a critical and necessary step in the fibril formation pathway. 相似文献
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By combining the bottom-up and top-down approaches, we have developed a new all-atom (AA) force field from quantum mechanics and experimental data and a new coarse grained (CG) force field from AA simulation and experimental data, for polydimethylsiloxane (PDMS). The AA force field is developed based on the TEAM force field database. The CG force field uses a mapping rule that splits the connecting oxygen into neighbouring CG beads to maintain the charge neutrality of the beads, analytical functional forms including anharmonic terms in the valence terms, and the temperature-dependent free-energy functional form to describe the inter-bead interactions. Broad range of thermodynamic properties of PDMS including density, surface tension, solubility parameter, radius of gyration and glass transition temperature are calculated to validate the force fields, and good agreements with the experimental data are obtained. 相似文献
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Using coarse‐grained molecular dynamics simulations, we analyze mechanically induced dissociation and unfolding of the protein complex CD48‐2B4. This heterodimer is an indispensable component of the immunological system: 2B4 is a receptor on natural killer cells whereas CD48 is expressed on surfaces of various immune cells. So far, its mechanostability has not been assessed either experimentally or theoretically. We find that the dissociation processes strongly depend on the direction of pulling and may take place in several pathways. Interestingly, the CD48‐2B4 interface can be divided into three distinct patches that act as units when resisting the pulling forces. At experimentally accessible pulling speeds, the characteristic mechanostability forces are in the range between 100 and 200 pN, depending on the pulling direction. These characteristic forces need not be associated with tensile forces involved in the act of separation of the complex because prior shear‐involving unraveling within individual proteins may give rise to a higher force peak. Proteins 2014; 82:3144–3153. © 2014 Wiley Periodicals, Inc. 相似文献
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Amyloid protein aggregation characterizes many neurodegenerative disorders, including Alzheimer's, Parkinson's, and Creutzfeldt‐Jakob disease. Evidence suggests that amyloid aggregates may share similar aggregation pathways, implying simulation of full‐length amyloid proteins is not necessary for understanding amyloid formation. In this study, we simulate GNNQQNY, the N‐terminal prion‐determining domain of the yeast protein Sup35 to investigate the thermodynamics of structural transitions during aggregation. Utilizing a coarse‐grained model permits equilibration on relevant time scales. Replica‐exchange molecular dynamics is used to gather simulation statistics at multiple temperatures and clear energy traps that would aversely impact results. Investigating the association of 3‐, 6‐, and 12‐chain GNNQQNY systems by calculating thermodynamic quantities and orientational order parameters, we determine the aggregation pathway by studying aggregation states of GNNQQNY. We find that the aggregation of the hydrophilic GNNQQNY sequence is mainly driven by H‐bond formation, leading to the formation of β‐sheets from the very beginning of the assembly process. Condensation (aggregation) and ordering take place simultaneously, which is underpinned by the occurrence of a single heat capacity peak. Proteins 2013; 81:1141–1155. © 2013 Wiley Periodicals, Inc. 相似文献
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The goal of this work is to understand how the sequence of a protein affects the likelihood that it will form an amyloid fibril and the kinetics along the fibrillization pathway. The focus is on very short fragments of amyloid proteins since these play a role in the fibrillization of the parent protein and can form fibrils themselves. Discontinuous molecular dynamics simulations using the PRIME20 force field were performed of the aggregation of 48‐peptide systems containing SNQNNF ( PrP (170–175 )), SSTSAA (RNaseA(15–20)), MVGGVV (Aβ(35–40)), GGVVIA (Aβ(37–42)), and MVGGVVIA (Aβ(35–42)). In our simulations SNQQNF, SSTTSAA, and MVGGVV form large numbers of fibrillar structures spontaneously (as in experiment). GGVVIA forms β‐sheets that do not stack into fibrils (unlike experiment). The combination sequence MVGGVVIA forms less fibrils than MVGGVV, hindered by the presence of the hydrophobic residues at the C‐terminal. Analysis of the simulation kinetics and energetics reveals why MVGGVV forms fibrils and GGVVIA does not, and why adding I and A to MVGGVVIA reduces fibrillization and enhances amorphous aggregation into oligomeric structures. The latter helps explain why Aβ(1–42) assembles into more complex oligomers than Aβ(1–40), a consequence of which is that it is more strongly associated with Alzheimer's disease. Proteins 2014; 82:1469–1483. © 2014 Wiley Periodicals, Inc. 相似文献
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Peter B. Chi Dohyup Kim Jason K. Lai Nadia Bykova Claudia C. Weber Jan Kubelka David A. Liberles 《Proteins》2018,86(2):218-228
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The prion-forming C-terminal domain of the fungal prion HET-s forms infectious amyloid fibrils at physiological pH. The conformational switch from the nonprion soluble form to the prion fibrillar form is believed to have a functional role, as HET-s in its prion form participates in a recognition process of different fungal strains. On the basis of the knowledge of the high-resolution structure of the prion forming domain HET-s(218-289) in its fibrillar form, we here present a numerical simulation of the fibril growth process, which emphasizes the role of the topological properties of the fibrillar structure. An accurate thermodynamic analysis of the way an intervening HET-s chain is recruited to the tip of the growing fibril suggests that elongation proceeds through a dock and lock mechanism. First, the chain docks onto the fibril by forming the longest β-strands. Then, the re-arrangement in the fibrillar form of all the rest of the molecule takes place. Interestingly, we also predict that one side of the HET-s fibril is more suitable for sustaining its growth with respect to the other. The resulting strong polarity of fibril growth is a consequence of the complex topology of HET-s fibrillar structure, as the central loop of the intervening chain plays a crucially different role in favoring or not the attachment of the C-terminus tail to the fibril, depending on the growth side. 相似文献
10.
Although it is now possible to fold peptides and miniproteins in molecular dynamics simulations, it is well appreciated that force fields are not all transferable to different proteins. Here, we investigate the influence of the protein force field and the solvent model on the folding energy landscape of a prototypical two‐state folder, the GB1 hairpin. We use extensive replica‐exchange molecular dynamics simulations to characterize the free‐energy surface as a function of temperature. Most of these force fields appear similar at a global level, giving a fraction folded at 300 K between 0.2 and 0.8 in all cases, which is a difference in stability of 2.8 kT, and are generally consistent with experimental data at this temperature. The most significant differences appear in the unfolded state, where there are different residual secondary structures which are populated, and the overall dimensions of the unfolded states, which in most of the force fields are too collapsed relative to experimental Förster Resonance Energy Transfer (FRET) data. Proteins 2011. © 2010 Wiley‐Liss, Inc. 相似文献
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Mookyung Cheon Iksoo Chang Carol K. Hall 《Protein science : a publication of the Protein Society》2012,21(10):1514-1527
We investigate the fibrillization process for amyloid tau fragment peptides (VQIVYK) by applying the discontinuous molecular dynamics method to a system of 48 VQIVYK peptides modeled using a new protein model/force field, PRIME20. The aim of the article is to ascertain which factors are most important in determining whether or not a peptide system forms perfect coherent fibrillar structures. Two different directional criteria are used to determine when a hydrogen bond occurs: the original H‐bond constraints and a parallel preference H‐bond constraint that imparts a slight bias towards the formation of parallel versus antiparallel strands in a β‐sheet. Under the original H‐bond constraints, the resulting fibrillar structures contain a mixture of parallel and antiparallel pairs of strands within each β‐sheet over the whole fibrillization temperature range. Under the parallel preference H‐bond constraints, the β‐sheets within the fibrillar structures are more likely to be parallel and indeed become perfectly parallel, consistent with X‐ray crystallography, at a high temperature slightly below the fibrillization temperature. The high temperature environment encourages the formation of perfect fibril structures by providing enough time and space for peptides to rearrange during the aggregation process. There are two different kinetic mechanisms, template assembly with monomer addition at high temperature and merging/rearrangement without monomer addition at low temperature, which lead to significant differences in the final fibrillar structure. This suggests that the diverse fibril morphologies generally observed in vitro depend more on environmental conditions than has heretofore been appreciated. 相似文献
12.
Yan Zheng Qing Wang Xiaohai Yang Zhiping Li Lei Gao Hua Zhang Wenyan Nie Xiuhua Geng Kemin Wang 《Journal of molecular recognition : JMR》2018,31(4)
Increasing knowledge on the understanding interactions of aptamer with misfolded proteins (including monomer, oligomer, and amyloid fibril) is crucial for development of aggregation inhibitors and diagnosis of amyloid diseases. Herein, the interactions of lysozyme monomer–, oligomer‐, and amyloid fibril–aptamer were investigated using single‐molecule force spectroscopy. The results revealed that the aptamer screened against lysozyme monomer could also bind to oligomer and amyloid fibril, in spite of the recognition at a lower binding probability. It may be attributed to the inherent structural differences of misfolded proteins and the flexible conformation of aptamer. In addition, dynamic force spectra showed that there were similar dissociation paths in the dissociation process of lysozyme monomer–, oligomer‐, and amyloid fibril–aptamer complexes. It showed that the dissociation only passed 1 energy barrier from the binding state to the detachment. However, the dynamic parameters suggested that the oligomer‐ and amyloid fibril–aptamer were more stable than lysozyme monomer–aptamer. The phenomena may result from the exposure of aptamer‐recognized sequences on the surface and the electrostatic interactions. This work demonstrated that single‐molecule force spectroscopy could be a powerful tool to study the binding behavior of the aptamer with misfolded proteins at single‐molecule level, providing abundant information for researches and comprehensive applications of aptamer probes in diagnosis of amyloid diseases. 相似文献
13.
Protein-protein docking is a challenging computational problem in functional genomics, particularly when one or both proteins undergo conformational change(s) upon binding. The major challenge is to define scoring function soft enough to tolerate these changes and specific enough to distinguish between near-native and \"misdocked\" conformations. Using a linear programming technique, we derived protein docking potentials (PDPs) that comply with this requirement. We considered a set of 63 nonredundant complexes to this aim, and generated 400,000 putative docked complexes (decoys) based on shape complementarity criterion for each complex. The PDPs were required to yield for the native (correctly docked) structure a potential energy lower than those of all the nonnative (misdocked) structures. The energy constraints applied to all complexes led to ca. 25 million inequalities, the simultaneous solution of which yielded an optimal set of PDPs that discriminated the correctly docked (up to 4.0 A root-mean-square deviation from known complex structure) structure among the 85 top-ranking (0.02%) decoys in 59/63 examined bound-bound cases. The high performance of the potentials was further verified in jackknife tests and by ranking putative docked conformation submitted to CAPRI. In addition to their utility in identifying correctly folded complexes, the PDPs reveal biologically meaningful features that distinguish docking potentials from folding potentials. 相似文献
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O. V. Galzitskaya 《Molecular Biology》2006,40(6):839-843
The problem of amyloidoses is pressing and have recently attracted special attention throughout the world because of epidemics of prion diseases such as mad cow disease and human Creutzfeldt-Jacob disease. These diseases result from the conversion of a native protein or peptide into a highly stable pathological form. Molecules having a pathological conformation aggregate to form amyloid fibrils, capable of unlimited growth. It is important to study the molecular mechanisms of prion diseases and to identify the protein regions responsible for their development. The review considers theoretical and experimental works focusing on the formation of amyloid fibrils. 相似文献
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Hiroshi Yamashita Fumitaka Hayase Hiromichi Kato 《Bioscience, biotechnology, and biochemistry》2013,77(5):1313-1320
When brewing barley malt extracts were incubated with malt β-glucans, insoluble materials were formed in the reaction mixture. To investigate the cause of this, we studied various factors that may participate in the formation of these materials. The isolated malt β-glucans were similar to barley β-glucans with the β-(l→3) and (1→4)-linkages in a molar ratio of 1:2.38, and the molecular weight was 950,000. Three enzymes were detected and purified from malt by ammonium sulfate precipitation, ion exchange chromatography, gel filtration, and isoelectric focusing. One of these enzymes was β-(1→4)-d-glucanase (I) with a molecular weight of 40,000 and an optimum pH of 5.0. The other enzyme was β-(l→3), (l→4)-d-glucan 4-glucanohydrolase, with a molecular weight of 33,000 and an optimum pH 5.0. The third enzyme was β-(1→4)-d-glucanase (II), with a molecular weight of 49,000 and an optimum pH of 4.5. Among these three β-glucanases, β(1→4)-d-glucanases (I) and (II) had not been identified before in malt, and β-(l→4)-d-glucanase (II) was most stable on heat treatment and formed most of the precipitates in the reaction mixture. 相似文献
16.
Most eukaryotic and a substantial fraction of prokaryotic proteins are composed of more than one domain. The tethering of these evolutionary, structural, and functional units raises, among others, questions regarding the folding process of conjugated domains. Studying the folding of multidomain proteins in silico enables one to identify and isolate the tethering‐induced biophysical determinants that govern crosstalks generated between neighboring domains. For this purpose, we carried out coarse‐grained and atomistic molecular dynamics simulations of two two‐domain constructs from the immunoglobulin‐like β‐sandwich fold. Each of these was experimentally shown to behave as the “sum of its parts,” that is, the thermodynamic and kinetic folding behavior of the constituent domains of these constructs seems to occur independently, with the folding of each domain uncoupled from the folding of its partner in the two‐domain construct. We show that the properties of the individual domains can be significantly affected by conjugation to another domain. The tethering may be accompanied by stabilizing as well as destabilizing factors whose magnitude depends on the size of the interface, the length, and the flexibility of the linker, and the relative stability of the domains. Accordingly, the folding of a multidomain protein should not be viewed as the sum of the folding patterns of each of its parts, but rather, it involves abrogating several effects that lead to this outcome. An imbalance between these effects may result in either stabilization or destabilization owing to the tethering. Proteins 2012; © 2012 Wiley Periodicals, Inc. 相似文献
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Rao SP Meade SJ Joyce NI Healy JP Sutton KH Larsen NG Gerrard JA 《Biotechnology progress》2011,27(6):1768-1776
Amyloid fibrils have potential as bionanomaterials. A bottleneck in their commercial use is the cost of the highly purified protein typically needed as a starting material. Thus, an understanding of the role of heterogeneity in the mixtures from which amyloid fibrils are formed may inform production of these structures from readily available impure starting materials. Insulin, a very well understood amyloid-forming protein, was modified by various reagents to explore whether amyloid fibrils could still form from a heterogeneous mixture of insulin derivatives. Aggregates were characterized by thioflavin T fluorescence and transmission electron microscopy. Using acetylation, reduction carboxymethylation, reduction pyridylethylation, trypsin digestion and chymotrypsin digestion, it was shown that amyloid fibrils can form from heterogeneous mixtures of modified insulin. The modifications changed both the rate of reaction and the yield of the final product, but led to fibrillar structures, some with interesting morphologies. Well defined, long, unbranched fibrils were observed in the crude reduced carboxymethylated insulin mixture and the crude reduced pyridylethylated insulin revealed the formation of "wavy" fibrils, compared with the straighter native insulin amyloid fibrils. Although trypsin digestion inhibited fibrils formation, chymotrypsin digestion of insulin produced a mixture of long and short fibrils under the same conditions. We conclude that amyloid fibrils may be successfully formed from heterogeneous mixtures and, further, that chemical modification may provide a simple means of manipulating protein fibril assembly for use in bionanotechnological applications, enabling some design of overall morphology in the bottom-up assembly of higher order protein structures from amyloid fibrils. 相似文献
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Rezaei-Ghaleh N Zweckstetter M Morshedi D Ebrahim-Habibi A Nemat-Gorgani M 《Biopolymers》2009,91(1):28-36
Amyloid fibril formation is widely believed to be a generic property of polypeptide chains. In the present study, alpha-chymotrypsin, a well-known serine protease has been driven toward these structures by the use of two different conditions involving (I) high temperature, pH 2.5, and (II) low concentration of trifluoroethanol (TFE), pH 2.5. A variety of experimental methods, including fluorescence emission, dynamic quenching, steady-state fluorescence anisotropy, far-UV circular dichroism, nuclear magnetic resonance spectroscopy, and dynamic light scattering were employed to characterize the conformational states of alpha-chymotrypsin that precede formation of amyloid fibrils. The structure formed under Condition I was an unfolded monomer, whereas an alpha-helical rich oligomer was induced in Condition II. Both the amyloid aggregation-prone species manifested a higher solvent exposure of hydrophobic and aromatic residues compared with the native state. Upon incubation of the protein in these conditions for 48 h, amyloid-like fibrils were formed with diameters of about 10-12 nm. In contrast, at neutral pH and low concentration of TFE, a significant degree of amorphous aggregation was observed, suggesting that charge neutralization of acidic residues in the amyloid core region has a positive influence on amyloid fibril formation. In summary, results presented in this communication suggest that amyloid fibrils of alpha-chymotrypsin may be obtained from a variety of structurally distinct conformational ensembles highlighting the critical importance of protein evolution mechanisms related to prevention of protein misfolding. 相似文献
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Some neurodegenerative diseases such as Alzheimer disease (AD) and Parkinson disease are caused by protein misfolding. In AD, amyloid β‐peptide (Aβ) is thought to be a toxic agent by self‐assembling into a variety of aggregates involving soluble oligomeric intermediates and amyloid fibrils. Here, we have designed several green fluorescent protein (GFP) variants that contain pseudo‐Aβ β‐sheet surfaces and evaluated their abilities to bind to Aβ and inhibit Aβ oligomerization. Two GFP variants P13H and AP93Q bound tightly to Aβ, Kd = 260 nM and Kd = 420 nM, respectively. Moreover, P13H and AP93Q were capable of efficiently suppressing the generation of toxic Aβ oligomers as shown by a cell viability assay. By combining the P13H and AP93Q mutations, a super variant SFAB4 comprising four strands of Aβ‐derived sequences was designed and bound more tightly to Aβ (Kd = 100 nM) than those having only two pseudo‐Aβ strands. The SFAB4 protein preferentially recognized the soluble oligomeric intermediates of Aβ more than both unstructured monomer and mature amyloid fibrils. Thus, the design strategy for embedding pseudo‐Aβ β‐sheet structures onto a protein surface arranged in the β‐barrel structure is useful to construct molecules capable of binding tightly to Aβ and inhibiting its aggregation. This strategy may provide implication for the diagnostic and therapeutic development in the treatment of AD. Proteins 2010. © 2009 Wiley‐Liss, Inc. 相似文献
20.
Gerald R. Kneller Konrad Hinsen 《Acta Crystallographica. Section D, Structural Biology》2015,71(7):1411-1422