11 results on '"coarse grained simulations"'
Search Results
2. Investigation of the pH-dependent aggregation mechanisms of GCSF using low resolution protein characterization techniques and advanced molecular dynamics simulations
- Author
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Suk Kyu Ko, Carolin Berner, Alina Kulakova, Markus Schneider, Iris Antes, Gerhard Winter, Pernille Harris, and Günther H.J. Peters
- Subjects
Aggregation ,Granulocyte stimulating factor ,Molecular dynamics ,Coarse grained simulations ,Small angle X-ray scattering ,Biotechnology ,TP248.13-248.65 - Abstract
Granulocyte-colony stimulating factor (GCSF) is a widely used therapeutic protein to treat neutropenia. GCSF has an increased propensity to aggregate if the pH is increased above 5.0. Although GCSF is very well experimentally characterized, the exact pH-dependent aggregation mechanism of GCSF is still under debate. This study aimed to model the complex pH-dependent aggregation behavior of GCSF using state-of-the-art simulation techniques. The conformational stability of GCSF was investigated by performing metadynamics simulations, while the protein-protein interactions were investigated using coarse-grained (CG) simulations of multiple GCSF monomers. The CG simulations were directly compared with small-angle X-ray (SAXS) data. The metadynamics simulations demonstrated that the orientations of Trp residues in GCSF are dependent on pH. The conformational change of Trp residues is due to the loss of Trp-His interactions at the physiological pH, which in turn may increase protein flexibility. The helical structure of GCSF was not affected by the pH conditions of the simulations. Our CG simulations indicate that at pH 4.0, the colloidal stability may be more important than the conformational stability of GCSF. The electrostatic potential surface and CG simulations suggested that the basic residues are mainly responsible for colloidal stability as deprotonation of these residues causes a reduction of the highly positively charged electrostatic barrier close to the aggregation-prone long loop regions.
- Published
- 2022
- Full Text
- View/download PDF
3. Cues to Opening Mechanisms From in Silico Electric Field Excitation of Cx26 Hemichannel and in Vitro Mutagenesis Studies in HeLa Transfectans
- Author
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Francesco Zonta, Damiano Buratto, Giulia Crispino, Andrea Carrer, Francesca Bruno, Guang Yang, Fabio Mammano, and Sergio Pantano
- Subjects
gap junction hemichannels ,coarse grained simulations ,connexin ,electrophysiology ,Cx26 ,SIRAH force field ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Connexin channels play numerous essential roles in virtually every organ by mediating solute exchange between adjacent cells, or between cytoplasm and extracellular milieu. Our understanding of the structure-function relationship of connexin channels relies on X-ray crystallographic data for human connexin 26 (hCx26) intercellular gap junction channels. Comparison of experimental data and molecular dynamics simulations suggests that the published structures represent neither fully-open nor closed configurations. To facilitate the search for alternative stable configurations, we developed a coarse grained (CG) molecular model of the hCx26 hemichannel and studied its responses to external electric fields. When challenged by a field of 0.06 V/nm, the hemichannel relaxed toward a novel configuration characterized by a widened pore and an increased bending of the second transmembrane helix (TM2) at the level of the conserved Pro87. A point mutation that inhibited such transition in our simulations impeded hemichannel opening in electrophysiology and dye uptake experiments conducted on HeLa tranfectants. These results suggest that the hCx26 hemichannel uses a global degree of freedom to transit between different configuration states, which may be shared among the whole connexin family.
- Published
- 2018
- Full Text
- View/download PDF
4. Cues to Opening Mechanisms From in Silico Electric Field Excitation of Cx26 Hemichannel and in Vitro Mutagenesis Studies in HeLa Transfectans.
- Author
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Zonta, Francesco, Buratto, Damiano, Crispino, Giulia, Carrer, Andrea, Bruno, Francesca, Guang Yang, Mammano, Fabio, and Pantano, Sergio
- Subjects
ELECTRIC fields ,ELECTRONIC excitation ,MUTAGENESIS - Abstract
Connexin channels play numerous essential roles in virtually every organ by mediating solute exchange between adjacent cells, or between cytoplasm and extracellular milieu. Our understanding of the structure-function relationship of connexin channels relies on X-ray crystallographic data for human connexin 26 (hCx26) intercellular gap junction channels. Comparison of experimental data and molecular dynamics simulations suggests that the published structures represent neither fully-open nor closed configurations. To facilitate the search for alternative stable configurations, we developed a coarse grained (CG) molecular model of the hCx26 hemichannel and studied its responses to external electric fields. When challenged by a field of 0.06 V/nm, the hemichannel relaxed toward a novel configuration characterized by a widened pore and an increased bending of the second transmembrane helix (TM2) at the level of the conserved Pro87. A point mutation that inhibited such transition in our simulations impeded hemichannel opening in electrophysiology and dye uptake experiments conducted on HeLa tranfectants. These results suggest that the hCx26 hemichannel uses a global degree of freedom to transit between different configuration states, which may be shared among the whole connexin family. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
5. Investigation of the pH-dependent aggregation mechanisms of GCSF using low resolution protein characterization techniques and advanced molecular dynamics simulations
- Author
-
Ko, Suk Kyu, Berner, Carolin, Kulakova, Alina, Schneider, Markus, Antes, Iris, Winter, Gerhard, Harris, Pernille, Peters, Günther H.J., Ko, Suk Kyu, Berner, Carolin, Kulakova, Alina, Schneider, Markus, Antes, Iris, Winter, Gerhard, Harris, Pernille, and Peters, Günther H.J.
- Abstract
Granulocyte-colony stimulating factor (GCSF) is a widely used therapeutic protein to treat neutropenia. GCSF has an increased propensity to aggregate if the pH is increased above 5.0. Although GCSF is very well experimentally characterized, the exact pH-dependent aggregation mechanism of GCSF is still under debate. This study aimed to model the complex pH-dependent aggregation behavior of GCSF using state-of-the-art simulation techniques. The conformational stability of GCSF was investigated by performing metadynamics simulations, while the protein-protein interactions were investigated using coarse-grained (CG) simulations of multiple GCSF monomers. The CG simulations were directly compared with small-angle X-ray (SAXS) data. The metadynamics simulations demonstrated that the orientations of Trp residues in GCSF are dependent on pH. The conformational change of Trp residues is due to the loss of Trp-His interactions at the physiological pH, which in turn may increase protein flexibility. The helical structure of GCSF was not affected by the pH conditions of the simulations. Our CG simulations indicate that at pH 4.0, the colloidal stability may be more important than the conformational stability of GCSF. The electrostatic potential surface and CG simulations suggested that the basic residues are mainly responsible for colloidal stability as deprotonation of these residues causes a reduction of the highly positively charged electrostatic barrier close to the aggregation-prone long loop regions.
- Published
- 2022
6. Assembly of Influenza hemagglutinin fusion peptide trimers in a phospholipid bilayer by coarse-grained simulations.
- Author
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Francesca eCollu, Enrico eSpiga, Christian Douglas Lorenz, and Franca eFraternali
- Subjects
Assembly ,Molecular dynamic simulations ,Phospholipid bilayer ,theoretical investigation ,Influenza Fusion Peptides ,Coarse Grained Simulations ,Biology (General) ,QH301-705.5 - Abstract
Membrane fusion is critical to eukaryotic cellular function and crucial to the entry of enveloped viruses such as influenza and human immunodeficiency virus. Influenza viral entry in the host cell is mediated by a 20-23 amino acid long sequence, called the fusion peptide (FP). Recently, possible structures for the fusion peptide (ranging from an inverted V shaped alpha-helical structure to an alpha-helical hairpin, or to a complete alpha-helix) and their implication in the membrane fusion initiation have been proposed. Despite the large number of studies devoted to the structure of the FP, the mechanism of action of this peptide remains unclear with several mechanisms having been suggested, including the induction of local disorder, promoting membrane curvature, and/or altering local membrane composition.In recent years, several research groups have employed atomistic and/or coarse-grained molecular dynamics (MD) simulations to investigate the matter.In all previous works, the behaviour of a single FP monomer was studied, while in this manuscript, we use a simplified model of a tripeptide (TP) monomer of FP (TFP) instead of a single FP monomer because each Influenza Hemagglutinin contains three FP molecules in the biological system. In this manuscript we report findings targeted at understanding the fusogenic properties and the collective behaviour of these trimers of FP peptides on a 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine model membrane. Here we show how the TFP monomers self-assemble into differently sized oligomers in the presence of the membrane. We measure the perturbation to the structure of the phospholipid membrane caused by the presence of these TFP oligomers. Our work (i) shows how self-assembly of TFP in the presence of the membrane induces non negligible deformation to the membrane and (ii) could be a useful starting point to stimulate discussion and further work targeted to fusion pore formation.
- Published
- 2015
- Full Text
- View/download PDF
7. Viral channel forming proteins — How to assemble and depolarize lipid membranes in silico.
- Author
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Fischer, Wolfgang B., Kalita, Monoj Mon, and Heermann, Dieter
- Subjects
- *
VIRAL proteins , *ION channels , *BILAYER lipid membranes , *DRUG development , *PROTEIN-drug interactions , *SIMULATION methods & models - Abstract
Viral channel forming proteins (VCPs) have been discovered in the late 70s and are found in many viruses to date. Usually they are small and have to assemble to form channels which depolarize the lipid membrane of the host cells. Structural information is just about to emerge for just some of them. Thus, computational methods play a pivotal role in generating plausible structures which can be used in the drug development process. In this review the accumulation of structural data is introduced from a historical perspective. Computational performances and their predictive power are reported guided by biological questions such as the assembly, mechanism of function and drug–protein interaction of VCPs. An outlook of how coarse grained simulations can contribute to yet unexplored issues of these proteins is given. This article is part of a Special Issue entitled: Membrane Proteins edited by J.C. Gumbart and Sergei Noskov. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
8. Investigation of the pH-dependent aggregation mechanisms of GCSF using low resolution protein characterization techniques and advanced molecular dynamics simulations.
- Author
-
Ko SK, Berner C, Kulakova A, Schneider M, Antes I, Winter G, Harris P, and Peters GHJ
- Abstract
Granulocyte-colony stimulating factor (GCSF) is a widely used therapeutic protein to treat neutropenia. GCSF has an increased propensity to aggregate if the pH is increased above 5.0. Although GCSF is very well experimentally characterized, the exact pH-dependent aggregation mechanism of GCSF is still under debate. This study aimed to model the complex pH-dependent aggregation behavior of GCSF using state-of-the-art simulation techniques. The conformational stability of GCSF was investigated by performing metadynamics simulations, while the protein-protein interactions were investigated using coarse-grained (CG) simulations of multiple GCSF monomers. The CG simulations were directly compared with small-angle X-ray (SAXS) data. The metadynamics simulations demonstrated that the orientations of Trp residues in GCSF are dependent on pH. The conformational change of Trp residues is due to the loss of Trp-His interactions at the physiological pH, which in turn may increase protein flexibility. The helical structure of GCSF was not affected by the pH conditions of the simulations. Our CG simulations indicate that at pH 4.0, the colloidal stability may be more important than the conformational stability of GCSF. The electrostatic potential surface and CG simulations suggested that the basic residues are mainly responsible for colloidal stability as deprotonation of these residues causes a reduction of the highly positively charged electrostatic barrier close to the aggregation-prone long loop regions., Competing Interests: The authors declare that there are no known conflicts of interest. The financial support of the research or personal relationships do not have any significant impact on the outcomes reported in this works., (© 2022 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology.)
- Published
- 2022
- Full Text
- View/download PDF
9. Viral channel forming proteins — How to assemble and depolarize lipid membranes in silico
- Author
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Monoj Mon Kalita, Wolfgang B. Fischer, and Dieter W. Heermann
- Subjects
Models, Molecular ,0301 basic medicine ,MS-EVB2, multi state empirical valence bond model 2 ,NN-DNJ, N-nonyl-deoxynojirimycin ,Lipid Bilayers ,GT, genotype ,TMD, transmembrane domain ,Biochemistry ,Ion Channels ,RMSD, root mean square deviation ,HMA, hexamethylene amiloride ,VCP, viral channel forming protein ,Protein structure ,ClyA, cytolysin A ,Viral Regulatory and Accessory Proteins ,SARS-CoV, sever acute respiratory syndrome coronavirus ,TCP, thermodynamic cycle perturbation method ,PDB, protein data bank ,Lipid bilayer ,CD, circular dichroism ,ssNMR, solid state NMR ,TFE, trifluoroethanol ,BFM, bond fluctuation method ,Viral channel proteins ,Protein assembly ,E. coli, Escherichia coli ,DHPC, dihexanoylphosphocholine ,REMD, replica exchange molecular dynamics ,HepG2, hepatocellular carcinoma cell line 2 ,Cell biology ,HIV, human immunodeficiency virus ,Drug development ,HCV, hepatitis C virus ,Hydrophobic and Hydrophilic Interactions ,Secondary structure prediction ,In silico ,Biophysics ,HPV, human papillomavirus ,Biology ,Article ,RyR2, ryanodine receptor 2 ,AMA, amantadine ,ff, force field ,03 medical and health sciences ,PMF, potential of mean force ,SPPS, solid-phase peptide synthesis ,Coarse grained simulations ,DPC, dodecylphosphocholine ,CGMD, coarse-grained molecular dynamics ,Computer Simulation ,NMR, nuclear magnetic resonance ,Ion channel ,EM, electron microscopy ,030102 biochemistry & molecular biology ,Molecular dynamics simulations ,Mechanism (biology) ,RIM, rimantadine ,Cell Biology ,nAChR, nicotinic acetylcholine receptor ,BST-2, bone marrow stromal cell antigen 2 ,FTIR, Fourier transform infrared ,030104 developmental biology ,Models, Chemical ,Membrane protein ,Vpu, viral protein U ,MscL, large-conductance mechanosensitive channel ,Function (biology) - Abstract
Viral channel forming proteins (VCPs) have been discovered in the late 70s and are found in many viruses to date. Usually they are small and have to assemble to form channels which depolarize the lipid membrane of the host cells. Structural information is just about to emerge for just some of them. Thus, computational methods play a pivotal role in generating plausible structures which can be used in the drug development process. In this review the accumulation of structural data is introduced from a historical perspective. Computational performances and their predictive power are reported guided by biological questions such as the assembly, mechanism of function and drug–protein interaction of VCPs. An outlook of how coarse grained simulations can contribute to yet unexplored issues of these proteins is given. This article is part of a Special Issue entitled: Membrane Proteins edited by J.C. Gumbart and Sergei Noskov., Graphical abstract, Highlights • Early references about the discovery of viral channel forming proteins. • Latest structural information about the class of proteins. • Identification of structural motifs, assembly mechanism of function and drug action using computational methods. • Outlook for the use of coarse grained techniques to address assembly and integration into cellular processes.
- Published
- 2016
10. Mesoscale Simulations of the Rheology of Filled Styrene-Butadiene Compounds
- Author
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Wim J. Briels, Wouter K. den Otter, Stefan Luding, Barry W. Fitzgerald, and Computational Chemical Physics
- Subjects
Styrene-butadiene ,Materials science ,Polymers and Plastics ,filled and unfilled polymers ,UT-Hybrid-D ,coarse grained simulations ,02 engineering and technology ,engineering.material ,010402 general chemistry ,Elastomer ,01 natural sciences ,Inorganic Chemistry ,chemistry.chemical_compound ,Natural rubber ,Rheology ,Filler (materials) ,Materials Chemistry ,Composite material ,chemistry.chemical_classification ,elastomers ,Organic Chemistry ,Polymer ,Carbon black ,021001 nanoscience & nanotechnology ,Condensed Matter Physics ,0104 chemical sciences ,chemistry ,visual_art ,Excluded volume ,visual_art.visual_art_medium ,engineering ,rheology ,0210 nano-technology ,mesoscopic model - Abstract
The ability of a highly coarse-grained polymer model is explored to simulate the impact of carbon black (CB) filler concentration on the rheological properties of unvulcanized styrene–butadiene melts—an intermediate stage in the production of styrene–butadiene rubber (SBR) commonly used in tyres. Responsive particle dynamics (RaPiD), previously used to study dilute polymeric systems, models entire polymers as single particles interacting through a combination of conservative interactions and transient entanglement-mimicking forces. The simulation parameters are tuned to the linear rheology of the unfilled melt, as measured using a rubber process analyzer (RPA). For the filled compounds, only the interaction between the polymers and fillers is varied. On top of excluded volume interactions, a slight attraction (≈0.1 kBT) between polymers and fillers is required to attain agreement with RPA measurements. The physical origins of the small strength of this interaction are discussed. This method offers potential for future numerical investigations of filled melts.
- Published
- 2018
11. Elucidating the structure and spatial organisation of mechanosensitive ion channels using simulations and spectroscopy
- Author
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Deplazes, Evelyne, University of Western Australia., Deplazes, Evelyne, and University of Western Australia.
- Abstract
[Truncated abstract] This thesis presents an investigation into ways to combine data from Electron Paramagnetic Resonance (EPR) and Fluorescence Resonance Energy Transfer (FRET) spectroscopy with simulations to investigate the structure and spatial organisation of mechanosensitive (MS) ion channels. These ion channels convert a mechanical force into an electrical or chemical signal and are involved in physiological processes such as hearing, touch sensation and tissue growth. The understanding of the function of MS ion channels is greatly facilitated by the availability of structural information at the molecular level. While Xray crystallography has proved challenging for membrane proteins and only provides a static picture, techniques such as EPR and FRET spectroscopy can be used to study the structural rearrangements of proteins that underlie ion channel function. However, the interpretation and analysis of data from FRET spectroscopy is complicated by a number of common assumptions and approximations. The first part of this thesis consists of a series of studies that demonstrate how simulations can be used to aid in the interpretation and analysis of FRET experiments. Molecular Dynamics (MD) simulations are another way to study the dynamics and function ion channels as they allow structural rearrangements to be observed at high temporal and spatial resolution. The main limitation of this method is that standard MD simulations are usually restricted to 100’s of ns, a time-scale that is significantly shorter than that of the physiological function of most ion channels. The second part of this thesis presents a study that combines data from EPR and FRET spectroscopy with coarse grained simulations to overcome the limitations of standard MD simulations..., Thesis (Ph.D.)--University of Western Australia, 2012
- Published
- 2012
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