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1.
Int J Mol Sci ; 24(16)2023 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-37628878

RESUMO

Charge polarization at the membrane interface is a fundamental process in biology. Despite the lower concentration compared to the abundant monovalent ions, the relative abundance of divalent cations (Ca2+, Mg2+, Zn2+, Fe2+, Cu2+) in particular spaces, such as the neuron synapse, raised many questions on the possible effects of free multivalent ions and of the required protection of membranes by the eventual defects caused by the free forms of the cations. In this work, we first applied a recent realistic model of divalent cations to a well-investigated model of a polar lipid bilayer, di-myristoyl phosphatidyl choline (DMPC). The full atomistic model allows a fairly good description of changes in the hydration of charged and polar groups upon the association of cations to lipid atoms. The lipid-bound configurations were analyzed in detail. In parallel, amyloid-ß 1-42 (Aß42) peptides assembled into tetramers were modeled at the surface of the same bilayer. Two of the protein tetramers' models were loaded with four Cu2+ ions, the latter bound as in DMPC-free Aß42 oligomers. The two Cu-bound models differ in the binding topology: one with each Cu ion binding each of the monomers in the tetramer; one with pairs of Cu ions linking two monomers into dimers, forming tetramers as dimers of dimers. The models here described provide hints on the possible role of Cu ions in synaptic plasticity and of Aß42 oligomers in storing the same ions away from lipids. The release of structurally disordered peptides in the synapse can be a mechanism to recover ion homeostasis and lipid membranes from changes in the divalent cation concentration.


Assuntos
Lecitinas , Bicamadas Lipídicas , Cátions Bivalentes , Membranas , Água
2.
Biochim Biophys Acta Biomembr ; 1865(8): 184200, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37517559

RESUMO

Herpes simplex virus 1 (HSV-1) is a well-studied herpesvirus that causes various human diseases. Like other herpesviruses, HSV-1 produces the transmembrane glycoprotein N (gN/UL49.5 protein), which has been extensively studied, but its function in HSV-1 remains largely unknown. The amino-acid sequences and lengths of UL49.5 proteins differ between herpesvirus species. It is, therefore, crucial to determine whether and to what extent the spatial structure of UL49.5 orthologs that are transporter associated with antigen processing (TAP) inhibitors (i.e., of bovine herpesvirus 1; BoHV-1) differ from that of non-TAP inhibitors (i.e., of HSV-1). Our study aimed to examine the 3D structure of the HSV-1-encoded UL49.5 protein in an advanced model of the endoplasmic reticulum (ER) membrane using circular dichroism, 2D nuclear magnetic resonance, and multiple-microsecond all-atom molecular dynamics simulations in an ER membrane mimetic environment. According to our findings, the N-terminus of the HSV-1-encoded UL49.5 adopts a highly flexible, unordered structure in the extracellular part due to the presence of a large number of proline and glycine residues. In contrast to the BoHV-1-encoded homolog, the transmembrane region of the HSV-1-encoded UL49.5 is formed by a single long transmembrane α-helix, rather than two helices oriented perpendicularly, while the cytoplasmic part of the protein (C-terminus) has a short unordered structure. Our findings provide valuable experimental structural information on the HSV-1-encoded UL49.5 protein and offer, based on the obtained structure, insight into its lack of biological activity in inhibiting the TAP-dependent antigen presentation pathway.


Assuntos
Herpes Simples , Herpesviridae , Herpesvirus Humano 1 , Humanos , Apresentação de Antígeno , Herpesvirus Humano 1/metabolismo , Proteínas do Envelope Viral/química , Proteínas de Membrana Transportadoras/metabolismo , Herpesviridae/metabolismo
3.
J Phys Chem B ; 127(9): 1947-1955, 2023 03 09.
Artigo em Inglês | MEDLINE | ID: mdl-36795947

RESUMO

Nature confines hundreds of millimolar of amphiphilic neurotransmitters, such as serotonin, in synaptic vesicles. This appears to be a puzzle, as the mechanical properties of lipid bilayer membranes of individual major polar lipid constituents of synaptic vesicles [phosphatidylcholine (PC), phosphatidylethanolamine (PE), and phosphatidylserine (PS)] are significantly affected by serotonin, sometimes even at few millimolar concentrations. These properties are measured by atomic force microscopy, and their results are corroborated by molecular dynamics simulations. Complementary 2H solid-state NMR measurements also show that the lipid acyl chain order parameters are strongly affected by serotonin. The resolution of the puzzle lies in the remarkably different properties displayed by the mixture of these lipids, at molar ratios mimicking those of natural vesicles (PC:PE:PS:Cholesterol = 3:5:2:5). Bilayers constituting of these lipids are minimally perturbed by serotonin, and show only a graded response at physiological concentrations (>100 mM). Significantly, the cholesterol (up to 33% molar ratio) plays only a minor role in dictating these mechanical perturbations, with PC:PE:PS:Cholesterol = 3:5:2:5 and 3:5:2:0 showing similar perturbations. We infer that nature uses an emergent mechanical property of a specific mixture of lipids, all individually vulnerable to serotonin, to appropriately respond to physiological serotonin levels.


Assuntos
Fosfatidiletanolaminas , Serotonina , Fosfatidiletanolaminas/química , Bicamadas Lipídicas/química , Fosfatidilcolinas/química , Fosfatidilserinas/química , Colesterol/química , Fosfolipídeos/química
4.
J Mol Biol ; 435(5): 167964, 2023 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-36646375

RESUMO

Due to unique features, proline residues may control protein structure and function. Here, we investigated the role of 52PPQ54 residues, indicated by the recently established experimental 3D structure of bovine herpesvirus 1-encoded UL49.5 protein as forming a characteristic proline hinge motif in its N-terminal domain. UL49.5 acts as a potent inhibitor of the transporter associated with antigen processing (TAP), which alters the antiviral immune response. Mechanisms employed by UL49.5 to affect TAP remain undetermined on a molecular level. We found that mutations in the 52PPQ54 region had a vast impact on its immunomodulatory function, increasing cell surface MHC class I expression, TAP levels, and peptide transport efficiency. This inhibitory effect was specific for UL49.5 activity towards TAP but not towards the viral glycoprotein M. To get an insight into the impact of proline hinge modifications on structure and dynamics, we performed all-atom and coarse-grained molecular dynamics studies on the native protein and PPQ mutants. The results demonstrated that the proline hinge sequence with its highly rigid conformation served as an anchor into the membrane. This anchor was responsible for the structural and dynamical behavior of the whole protein, constraining the mobility of the C-terminus, increasing the mobility of the transmembrane region, and controlling the accessibility of the C-terminal residues to the cytoplasmic environment. Those features appear crucial for TAP binding and inhibition. Our findings significantly advance the structural understanding of the UL49.5 protein and its functional regions and support the importance of proline motifs for the protein structure.


Assuntos
Apresentação de Antígeno , Herpesvirus Bovino 1 , Prolina , Herpesvirus Bovino 1/imunologia , Proteínas de Membrana Transportadoras/metabolismo , Prolina/química , Prolina/genética , Motivos de Aminoácidos , Transporte Proteico
5.
J Phys Chem B ; 126(33): 6240-6249, 2022 08 25.
Artigo em Inglês | MEDLINE | ID: mdl-35975925

RESUMO

Disulfide bonds are covalent bonds that connect nonlocal fragments of proteins, and they are unique post-translational modifications of proteins. They require the oxidizing environment to be stable, which occurs for example during oxidative stress; however, in a cell the reductive environment is maintained, lowering their stability. Despite many years of research on disulfide bonds, their role in the protein life cycle is not fully understood and seems to strictly depend on a system or process in which they are involved. In this article, coarse-grained UNited RESidue (UNRES), and all-atom Assisted Model Building with Energy Refinement (AMBER) force fields were applied to run a series of steered molecular dynamics (SMD) simulations of one of the most studied, but still not fully understood, proteins─ribonuclease A (RNase A). SMD simulations were performed to study the mechanical stability of RNase A in different oxidative-reductive environments. As disulfide bonds (and any other covalent bonds) cannot break/form in any classical all-atom force field, we applied additional restraints between sulfur atoms of reduced cysteines which were able to mimic the breaking of the disulfide bonds. On the other hand, the coarse-grained UNRES force field enables us to study the breaking/formation of the disulfide bonds and control the reducing/oxidizing environment owing to the presence of the designed distance/orientation-dependent potential. This study reveals that disulfide bonds have a strong influence on the mechanical stability of RNase A only in a highly oxidative environment. However, the local stability of the secondary structure seems to play a major factor in the overall stability of the protein. Both our thermal unfolding and mechanical stretching studies show that the most stable disulfide bond is Cys65-Cys72. The breaking of disulfide bonds Cys26-Cys84 and Cys58-Cys110 is associated with large force peaks. They are structural bridges, which are mostly responsible for stabilizing the RNase A conformation, while the presence of the remaining two bonds (Cys65-Cys72 and Cys40-Cys95) is most likely connected with the enzymatic activity rather than the structural stability of RNase A in the cytoplasm. Our results prove that disulfide bonds are indeed stabilizing fragments of the proteins, but their role is strongly redox environment-dependent.


Assuntos
Ribonuclease Pancreático , Ribonucleases , Dissulfetos/química , Simulação de Dinâmica Molecular , Oxirredução , Dobramento de Proteína , Proteínas/metabolismo , Ribonuclease Pancreático/química , Ribonucleases/química
6.
J Phys Chem B ; 126(20): 3659-3672, 2022 05 26.
Artigo em Inglês | MEDLINE | ID: mdl-35580354

RESUMO

The amyloid cascade hypothesis states that senile plaques, composed of amyloid ß (Aß) fibrils, play a key role in Alzheimer's disease (AD). However, recent experiments have shown that Aß oligomers are more toxic to neurons than highly ordered fibrils. The molecular mechanism underlying this observation remains largely unknown. One of the possible scenarios for neurotoxicity is that Aß peptides create pores in the lipid membrane that allow Ca2+ ions to enter cells, resulting in a signal of cell apoptosis. Hence, one might think that oligomers are more toxic due to their higher ability to create ion channels than fibrils. In this work, we study the effect of Aß42 dodecamer and fibrils on a neuronal membrane, which is similar to that observed in AD patients, using all-atom molecular dynamics simulations. Due to short simulation times, we cannot observe the formation of pores, but useful insight on the early events of this process has been obtained. Namely, we showed that dodecamer distorts the lipid membrane to a greater extent than fibrils, which may indicate that ion channels can be more easily formed in the presence of oligomers. Based on this result, we anticipate that oligomers are more toxic than mature fibrils, as observed experimentally. Moreover, the Aß-membrane interaction was found to be governed by the repulsive electrostatic interaction between Aß and the ganglioside GM1 lipid. We calculated the bending and compressibility modulus of the membrane in the absence of Aß and obtained good agreement with the experiment. We predict that the dodecamer will increase the compressibility modulus but has little effect on the bending modulus. Due to the weak interaction with the membrane, fibrils insignificantly change the membrane elastic properties.


Assuntos
Doença de Alzheimer , Peptídeos beta-Amiloides , Doença de Alzheimer/metabolismo , Amiloide/química , Peptídeos beta-Amiloides/química , Gangliosídeo G(M1) , Humanos , Neurônios/metabolismo , Fragmentos de Peptídeos/química
7.
Methods Mol Biol ; 2340: 51-78, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35167070

RESUMO

Protein aggregation has been studied by many groups around the world for many years because it can be the cause of a number of neurodegenerative diseases that have no effective treatment. Obtaining the structure of related fibrils and toxic oligomers, as well as describing the pathways and main factors that govern the self-organization process, is of paramount importance, but it is also very difficult. To solve this problem, experimental and computational methods are often combined to get the most out of each method. The effectiveness of the computational approach largely depends on the construction of a reasonable molecular model. Here we discussed different versions of the four most popular all-atom force fields AMBER, CHARMM, GROMOS, and OPLS, which have been developed for folded and intrinsically disordered proteins, or both. Continuous and discrete coarse-grained models, which were mainly used to study the kinetics of aggregation, are also summarized.


Assuntos
Proteínas Intrinsicamente Desordenadas , Simulação de Dinâmica Molecular , Agregados Proteicos
8.
Methods Mol Biol ; 2376: 399-416, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34845623

RESUMO

The physics-based united-residue (UNRES) model of proteins ( www.unres.pl ) has been designed to carry out large-scale simulations of protein folding. The force field has been derived and parameterized based on the principles of statistical-mechanics, which makes it independent of structural databases and applicable to treat nonstandard situations such as, proteins that contain D-amino-acid residues. Powered by Langevin dynamics and its replica-exchange extensions, UNRES has found a variety of applications, including ab initio and database-assisted protein-structure prediction, simulating protein-folding pathways, exploring protein free-energy landscapes, and solving biological problems. This chapter provides a summary of UNRES and a guide for potential users regarding the application of the UNRES package in a variety of research tasks.


Assuntos
Conformação Proteica , Entropia , Simulação de Dinâmica Molecular , Dobramento de Proteína , Proteínas
9.
J Mol Graph Model ; 108: 108008, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34419932

RESUMO

The UNited RESidue (UNRES) force field was tested in the 14th Community Wide Experiment on the Critical Assessment of Techniques for Protein Structure Prediction (CASP14), in which larger oligomeric and multimeric targets were present compared to previous editions. Three prediction modes were tested (i) ab initio (the UNRES group), (ii) contact-assisted (the UNRES-contact group), and (iii) template-assisted (the UNRES-template group). For most of the targets, the contact restraints were derived from the server models top-ranked by the DeepQA method, while the DNCON2 method was used for 11 targets. Our consensus-fragment procedure was used to run template-assisted predictions. Each group also processed the Nuclear Magnetic Resonance (NMR)- and Small Angle X-Ray Scattering (SAXS)-data assisted targets. The average Global Distance Test Total Score (GDT_TS) of the 'Model 1' predictions were 29.17, 39.32, and 56.37 for the UNRES, UNRES-contact, and UNRES-template predictions, respectively, increasing by 0.53, 2.24, and 3.76, respectively, compared to CASP13. It was also found that the GDT_TS of the UNRES models obtained in ab initio mode and in the contact-assisted mode decreases with the square root of chain length, while the exponent in this relationship is 0.20 for the UNRES-template group models and 0.11 for the best performing AlphaFold2 models, which suggests that incorporation of database information, which stems from protein evolution, brings in long-range correlations, thus enabling the correction of force-field inaccuracies.


Assuntos
Proteínas , Bases de Dados Factuais , Conformação Proteica , Espalhamento a Baixo Ângulo , Difração de Raios X
10.
Chem Biol Interact ; 334: 109300, 2021 Jan 25.
Artigo em Inglês | MEDLINE | ID: mdl-33098838

RESUMO

Herein we present a comparative study of the effects of isoquinoline alkaloids belonging to benzo[c]phenanthridine and berberine families on ß-amyloid aggregation. Results obtained using a Thioflavine T (ThT) fluorescence assay and circular dichroism (CD) spectroscopy suggested that the benzo[c]phenanthridine nucleus, present in both sanguinarine and chelerythrine molecules, was directly involved in an inhibitory effect of Aß1-42 aggregation. Conversely, coralyne, that contains the isomeric berberine nucleus, significantly increased propensity for Aß1-42 to aggregate. Surface Plasmon Resonance (SPR) experiments provided quantitative estimation of these interactions: coralyne bound to Aß1-42 with an affinity (KD = 11.6 µM) higher than benzo[c]phenanthridines. Molecular docking studies confirmed that all three compounds are able to recognize Aß1-42 in different aggregation forms suggesting their effective capacity to modulate the Aß1-42 self-recognition mechanism. Molecular dynamics simulations indicated that coralyne increased the ß-content of Aß1-42, in early stages of aggregation, consistent with fluorescence-based promotion of the Aß1-42 self-recognition mechanism by this alkaloid. At the same time, sanguinarine induced Aß1-42 helical conformation corroborating its ability to delay aggregation as experimentally proved in vitro. The investigated compounds were shown to interfere with aggregation of Aß1-42 demonstrating their potential as starting leads for the development of therapeutic strategies in neurodegenerative diseases.


Assuntos
Alcaloides/farmacologia , Peptídeos beta-Amiloides/metabolismo , Berberina/farmacologia , Isoquinolinas/farmacologia , Fármacos Neuroprotetores/farmacologia , Fenantridinas/farmacologia , Plantas/química , Agregados Proteicos/efeitos dos fármacos , Benzofenantridinas/farmacologia , Alcaloides de Berberina/farmacologia , Humanos , Simulação de Acoplamento Molecular
11.
Bioinformatics ; 37(11): 1613-1615, 2021 07 12.
Artigo em Inglês | MEDLINE | ID: mdl-33079977

RESUMO

MOTIVATION: The majority of the proteins in living organisms occur as homo- or hetero-multimeric structures. Although there are many tools to predict the structures of single-chain proteins or protein complexes with small ligands, peptide-protein and protein-protein docking is more challenging. In this work, we utilized multiplexed replica-exchange molecular dynamics (MREMD) simulations with the physics-based heavily coarse-grained UNRES model, which provides more than a 1000-fold simulation speed-up compared with all-atom approaches to predict structures of protein complexes. RESULTS: We present a new protein-protein and peptide-protein docking functionality of the UNRES package, which includes a variable degree of conformational flexibility. UNRES-Dock protocol was tested on a set of 55 complexes with size from 43 to 587 amino-acid residues, showing that structures of the complexes can be predicted with good quality, if the sampling of the conformational space is sufficient, especially for flexible peptide-protein systems. The developed automatized protocol has been implemented in the standalone UNRES package and in the UNRES server. AVAILABILITY AND IMPLEMENTATION: UNRES server: http://unres-server.chem.ug.edu.pl; UNRES package and data used in testing of UNRES-Dock: http://unres.pl. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Peptídeos , Proteínas , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Conformação Proteica
12.
J Mol Graph Model ; 103: 107802, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-33246194

RESUMO

Immune system plays essential role in functioning of higher organisms. Its hyperactivity can lead to autoimmune diseases or even anaphylactic shock while hypoactivity leads to proneness to infections or even cancer. T-cells play crucial role in immunity mechanisms and their activation and inhibition is strictly controlled by the regulatory proteins, such as CD28 and CTLA-4. Activity of these proteins is controlled by a pair of ligands, named CD80 and CD86, which can non-covalently bound to their receptors. While structure of human CTLA-4-CD86 complex in known, there is still no available structure for the CD28-CD86 system. To obtain the reliable structure of CD28-CD86 complex we first validated our methodology on the CTLA-4-CD86 system. Then coarse-grained UNRES-dock molecular docking simulation was performed followed by all-atom molecular dynamics simulations. As a result, we obtained a complete CD28-CD86 complex structure on atomistic level, in which interaction interface is consistent with available data. We also determined the kinetic properties for CTLA4-CD86 and CD28-CD86 complexes with use of coarse-grained model and determined the key residues for complex formation with use of Robetta, PPCheck and HawkDock servers. Our results not only verify high accuracy of the UNRES-dock method, but also provide a highly reliable model of the CD28-CD86 complex, which can be used in further studies and drug design.


Assuntos
Antígeno B7-2/química , Antígenos CD28 , Imunoconjugados , Abatacepte , Antígenos CD , Antígenos CD28/química , Humanos , Glicoproteínas de Membrana , Simulação de Acoplamento Molecular , Conformação Proteica
13.
J Phys Chem B ; 124(16): 3300-3314, 2020 04 23.
Artigo em Inglês | MEDLINE | ID: mdl-32212625

RESUMO

Divalent cations have a strong impact on the properties of phospholipid membranes, where amyloid-ß peptides exert effects related to possible functional or pathological roles. In this work, we use an atomistic computational model of dimyristoyl-phosphatidylcholine (DMPC) membrane bilayers. We perturb this model with a simple model of divalent cations (Mg2+) and with a single amyloid-ß (Aß) peptide of 42 residues, both with and without a single Cu2+ ion bound to the N-terminus. In agreement with the experimental results reported in the literature, the model confirms that divalent cations locally destabilize the DMPC membrane bilayer and, for the first time, that the monomeric form of Aß helps in avoiding the interactions between divalent cations and DMPC, preventing significant effects on the DMPC bilayer properties. These results are discussed in the frame of a protective role of the diluted Aß peptide floating around phospholipid membranes.


Assuntos
Peptídeos beta-Amiloides , Fosfolipídeos , Dimiristoilfosfatidilcolina , Bicamadas Lipídicas , Membranas
14.
Prog Mol Biol Transl Sci ; 170: 73-122, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32145953

RESUMO

In this chapter the scale-consistent approach to the derivation of coarse-grained force fields developed in our laboratory is presented, in which the effective energy function originates from the potential of mean force of the system under consideration and embeds atomistically detailed interactions in the resulting energy terms through use of Kubo's cluster-cumulant expansion, appropriate selection of the major degrees of freedom to be averaged out in the derivation of analytical approximations to the energy terms, and appropriate expression of the interaction energies at the all-atom level in these degrees of freedom. Our approach enables the developers to find correct functional forms of the effective coarse-grained energy terms, without having to import them from all-atom force fields or deriving them on a heuristic basis. In particular, the energy terms derived in such a way exhibit correct dependence on coarse-grained geometry, in particular on site orientation. Moreover, analytical formulas for the multibody (correlation) terms, which appear to be crucial for coarse-grained modeling of many of the regular structures such as, e.g., protein α-helices and ß-sheets, can be derived in a systematic way. Implementation of the developed theory to the UNIfied COarse-gRaiNed (UNICORN) model of biological macromolecules, which consists of the UNRES (for proteins), NARES-2P (for nucleic acids), and SUGRES-1P (for polysaccharides) components, and is being developed in our laboratory is described. Successful applications of UNICORN to the prediction of protein structure, simulating the folding and stability of proteins and nucleic acids, and solving biological problems are discussed.


Assuntos
Biopolímeros/química , Simulação de Dinâmica Molecular , DNA/química , Proteínas de Choque Térmico HSP70/química , Hidrodinâmica , Ligação de Hidrogênio , Cinética , Substâncias Macromoleculares/química , Ferramenta de Busca , Telômero/metabolismo , Termodinâmica
15.
J Chem Inf Model ; 60(3): 1844-1864, 2020 03 23.
Artigo em Inglês | MEDLINE | ID: mdl-31999919

RESUMO

The method for protein-structure prediction, which combines the physics-based coarse-grained UNRES force field with knowledge-based modeling, has been developed further and tested in the 13th Community Wide Experiment on the Critical Assessment of Techniques for Protein Structure Prediction (CASP13). The method implements restraints from the consensus fragments common to server models. In this work, the server models to derive fragments have been chosen on the basis of quality assessment; a fully automatic fragment-selection procedure has been introduced, and Dynamic Fragment Assembly pseudopotentials have been fully implemented. The Global Distance Test Score (GDT_TS), averaged over our "Model 1" predictions, increased by over 10 units with respect to CASP12 for the free-modeling category to reach 40.82. Our "Model 1" predictions ranked 20 and 14 for all and free-modeling targets, respectively (upper 20.2% and 14.3% of all models submitted to CASP13 in these categories, respectively), compared to 27 (upper 21.1%) and 24 (upper 18.9%) in CASP12, respectively. For oligomeric targets, the Interface Patch Similarity (IPS) and Interface Contact Similarity (ICS) averaged over our best oligomer models increased from 0.28 to 0.36 and from 12.4 to 17.8, respectively, from CASP12 to CASP13, and top-ranking models of 2 targets (H0968 and T0997o) were obtained (none in CASP12). The improvement of our method in CASP13 over CASP12 was ascribed to the combined effect of the overall enhancement of server-model quality, our success in selecting server models and fragments to derive restraints, and improvements of the restraint and potential-energy functions.


Assuntos
Algoritmos , Proteínas , Biologia Computacional , Consenso , Modelos Moleculares , Conformação Proteica
16.
Proteins ; 87(12): 1200-1221, 2019 12.
Artigo em Inglês | MEDLINE | ID: mdl-31612567

RESUMO

We present the results for CAPRI Round 46, the third joint CASP-CAPRI protein assembly prediction challenge. The Round comprised a total of 20 targets including 14 homo-oligomers and 6 heterocomplexes. Eight of the homo-oligomer targets and one heterodimer comprised proteins that could be readily modeled using templates from the Protein Data Bank, often available for the full assembly. The remaining 11 targets comprised 5 homodimers, 3 heterodimers, and two higher-order assemblies. These were more difficult to model, as their prediction mainly involved "ab-initio" docking of subunit models derived from distantly related templates. A total of ~30 CAPRI groups, including 9 automatic servers, submitted on average ~2000 models per target. About 17 groups participated in the CAPRI scoring rounds, offered for most targets, submitting ~170 models per target. The prediction performance, measured by the fraction of models of acceptable quality or higher submitted across all predictors groups, was very good to excellent for the nine easy targets. Poorer performance was achieved by predictors for the 11 difficult targets, with medium and high quality models submitted for only 3 of these targets. A similar performance "gap" was displayed by scorer groups, highlighting yet again the unmet challenge of modeling the conformational changes of the protein components that occur upon binding or that must be accounted for in template-based modeling. Our analysis also indicates that residues in binding interfaces were less well predicted in this set of targets than in previous Rounds, providing useful insights for directions of future improvements.


Assuntos
Biologia Computacional , Conformação Proteica , Proteínas/ultraestrutura , Software , Algoritmos , Sítios de Ligação/genética , Bases de Dados de Proteínas , Modelos Moleculares , Ligação Proteica/genética , Mapeamento de Interação de Proteínas , Proteínas/química , Proteínas/genética , Homologia Estrutural de Proteína
17.
J Mol Graph Model ; 92: 154-166, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31376733

RESUMO

The recent NEWCT-9P version of the coarse-grained UNRES force field for proteins, with scale-consistent formulas for the local and correlation terms, has been tested in the CASP13 experiment of the blind-prediction of protein structure, in the ab initio, contact-assisted, and data-assisted modes. Significant improvement of the performance has been observed with respect to the CASP11 and CASP12 experiments (by over 10 GDT_TS units for the ab initio mode predictions and by over 15 GDT_TS units for the contact-assisted prediction, respectively), which is a result of introducing scale-consistent terms and improved handling of contact-distance restraints. As in previous CASP exercises, UNRES ranked higher in the free modeling category than in the general category that included template based modeling targets. Use of distance restraints from the predicted contacts, albeit many of them were wrong, resulted in the increase of GDT_TS by over 8 units on average and introducing sparse restraints from small-angle X-ray/neutron scattering and chemical cross-link-mass-spectrometry experiments, and ambiguous restraints from nuclear magnetic resonance experiments has also improved the predictions by 8.6, 9.7, and 10.7 GDT_TS units on average, respectively.


Assuntos
Modelos Moleculares , Conformação Proteica , Proteínas/química , Algoritmos , Proteínas da Matriz do Complexo de Golgi/química , Peptídeos/química
18.
J Phys Chem B ; 123(34): 7253-7269, 2019 08 29.
Artigo em Inglês | MEDLINE | ID: mdl-31365254

RESUMO

Despite years of intensive research, little is known about oligomeric structures present during Alzheimer's disease (AD). Excess of amyloid beta (Aß) peptides and their aggregation are the basis of the amyloid cascade hypothesis, which attempts to explain the causes of AD. Because of the intrinsically disordered nature of Aß monomers and the high aggregation rate of oligomers, their structures are almost impossible to resolve using experimental methods. For this reason, we used a physics-based coarse-grained force field to extensively search for the conformational space of the Aß42 tetramer, which is believed to be the smallest stable Aß oligomer and the most toxic one. The resulting structures were subsequently optimized, tested for stability, and compared with the proposed experimental fibril models, using molecular dynamics simulations in two popular all-atom force fields. Our results show that the Aß42 tetramer can form polymorphic stable structures, which may explain different pathways of Aß aggregation. The models obtained comprise the outer and core chains and, therefore, are significantly different from the structure of mature fibrils. We found that interaction with water is the reason why the tetramer is more compact and less dry inside than fibrils. Physicochemical properties of the proposed all-atom structures are consistent with the available experimental observations and theoretical expectations. Therefore, we provide possible models for further study and design of higher order oligomers.


Assuntos
Peptídeos beta-Amiloides/química , Fragmentos de Peptídeos/química , Humanos , Simulação de Dinâmica Molecular , Agregados Proteicos , Conformação Proteica , Multimerização Proteica
19.
Genes (Basel) ; 9(12)2018 Dec 03.
Artigo em Inglês | MEDLINE | ID: mdl-30513992

RESUMO

Ranking protein structure models is an elusive problem in bioinformatics. These models are evaluated on both the degree of similarity to the native structure and the folding pathway. Here, we simulated the use of the coarse-grained UNited RESidue (UNRES) force field as a tool to choose the best protein structure models for a given protein sequence among a pool of candidate models, using server data from the CASP11 experiment. Because the original UNRES was optimized for Molecular Dynamics simulations, we reoptimized UNRES using a deep feed-forward neural network, and we show that introducing additional descriptive features can produce better results. Overall, we found that the reoptimized UNRES performs better in selecting the best structures and tracking protein unwinding from its native state. We also found a relatively poor correlation between UNRES values and the model's Template Modeling Score (TMS). This is remedied by reoptimization. We discuss some cases where our reoptimization procedure is useful. The reoptimized version of UNRES (OUNRES) is available at http://mamiris.com and http://www.unres.pl.

20.
J Phys Chem B ; 122(34): 8166-8173, 2018 08 30.
Artigo em Inglês | MEDLINE | ID: mdl-30080414

RESUMO

The stability of DNA is crucial for the existence of most living organisms. Even a single DNA break can lead to serious problems, including cell death. In this work the position specificity of single strand breaks (SSB) and the stability of short DNA fragments of various lengths and sequence repetitions (d(AT)30, d(ATGC)15, d(GC)30, d(TTAGG)12, d(TTAGGG)10, and d(TTTAGGG)9 with SSBs and d(GC) with 2-60 repetitions without SSBs) were examined, by performing a series of steered molecular dynamics simulations using the coarse-grained NARES-2P force field. Our results show that the stability of DNA with a SSB strongly depends on the position of the break, and that the minimum length of DNA required for stability is sequence dependent. d(GC)30 with an SSB in position x was found to be less resistant to stretching than d(GC) x without SSB, where x is the number of d(GC) repetitions. DNA sequences with longer repeated fragments (such as telomeres) exhibit greater stability in the presence of breaks positioned at the beginning of the chain, which could constitute a cellular defense mechanism against DNA damage.


Assuntos
Quebras de DNA de Cadeia Simples , DNA/química , Fenômenos Bioquímicos , Ligação de Hidrogênio , Fenômenos Mecânicos , Simulação de Dinâmica Molecular , Estrutura Molecular
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