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1.
J Chem Inf Model ; 61(6): 3027-3040, 2021 06 28.
Article in English | MEDLINE | ID: mdl-34008405

ABSTRACT

Cyclotide-induced membrane disruption is studied at the microsecond timescale by dissipative particle dynamics to quantitatively estimate a kinetic rate constant for membrane lipid extraction with a ″sandwich″ interaction model where two bilayer membranes enclose a cyclotide/water compartment. The obtained bioactivity trends for cyclotides Kalata B1, Cycloviolacin O2, and selected mutants with different membrane types are in agreement with experimental findings: For all membranes investigated, Cycloviolacin O2 shows a higher lipid extraction activity than Kalata B1. The presence of cholesterol leads to a decreased cyclotide activity compared to cholesterol-free membranes. Phosphoethanolamine-rich membranes exhibit an increased membrane disruption. A cyclotide's ″hydrophobic patch″ surface area is important for its bioactivity. A replacement of or with charged amino acid residues may lead to super-mutants with above-native activity but without simple charge-activity patterns. Cyclotide mixtures show linearly additive bioactivities without significant sub- or over-additive effects. The proposed method can be applied as a fast and easy-to-use tool for exploring structure-activity relationships of cyclotide/membrane systems: With the open software provided, the rate constant of a single cyclotide/membrane system can be determined in about 1 day by a scientific end-user without programming skills.


Subject(s)
Cyclotides , Hydrophobic and Hydrophilic Interactions , Kinetics , Lipids , Structure-Activity Relationship
2.
J Cheminform ; 12(1): 29, 2020 May 01.
Article in English | MEDLINE | ID: mdl-33430951

ABSTRACT

MFsim is an open Java all-in-one rich-client computing environment for mesoscopic simulation with Jdpd as its default simulation kernel for Molecular Fragment (Dissipative Particle) Dynamics. The new environment comprises the complete preparation-simulation-evaluation triad of a mesoscopic simulation task and especially enables biomolecular simulation tasks with peptides and proteins. Productive highlights are a SPICES molecular structure editor, a PDB-to-SPICES parser for particle-based peptide/protein representations, a support of polymer definitions, a compartment editor for complex simulation box start configurations, interactive and flexible simulation box views including analytics, simulation movie generation or animated diagrams. As an open project, MFsim allows for customized extensions for different fields of research.

3.
J Cheminform ; 10(1): 35, 2018 Aug 09.
Article in English | MEDLINE | ID: mdl-30094683

ABSTRACT

Simplified Particle Input ConnEction Specification (SPICES) is a particle-based molecular structure representation derived from straightforward simplifications of the atom-based SMILES line notation. It aims at supporting tedious and error-prone molecular structure definitions for particle-based mesoscopic simulation techniques like Dissipative Particle Dynamics by allowing for an interplay of different molecular encoding levels that range from topological line notations and corresponding particle-graph visualizations to 3D structures with support of their spatial mapping into a simulation box. An open Java library for SPICES structure handling and mesoscopic simulation support in combination with an open Java Graphical User Interface viewer application for visual topological inspection of SPICES definitions are provided.

4.
J Cheminform ; 10(1): 25, 2018 May 21.
Article in English | MEDLINE | ID: mdl-29785513

ABSTRACT

Jdpd is an open Java simulation kernel for Molecular Fragment Dissipative Particle Dynamics with parallelizable force calculation, efficient caching options and fast property calculations. It is characterized by an interface and factory-pattern driven design for simple code changes and may help to avoid problems of polyglot programming. Detailed input/output communication, parallelization and process control as well as internal logging capabilities for debugging purposes are supported. The new kernel may be utilized in different simulation environments ranging from flexible scripting solutions up to fully integrated "all-in-one" simulation systems.

6.
J Chem Inf Model ; 55(5): 983-97, 2015 May 26.
Article in English | MEDLINE | ID: mdl-25902200

ABSTRACT

Molecular fragment dynamics (MFD) is a variant of dissipative particle dynamics (DPD), a coarse-grained mesoscopic simulation technique for isothermal complex fuids and soft matter systems with particles that are chosen to be adequate fluid elements. MFD choses its particles to be small molecules which may be connected by harmonic springs to represent larger molecular entities in order to maintain a comparatively accurate representation of covalent bonding and molecular characteristics. For this study the MFD approach is extended to accomplish long-term simulations (up to the microsecond scale) of large molecular ensembles (representing millions of atoms) containing phospholipid membranes, peptides, and proteins. For peptides and proteins a generally applicable fragmentation scheme is introduced in combination with specific backbone forces that keep native spatial shapes with adequate levels of flexibility or rigidity. The new approach is demonstrated by MFD simulations of the formation and characteristics of phospholipid membranes and vesicles, vesicle-membrane fusion, the backbone force dependency of the overall structural flexibility of dumbbell-shaped Calmodulin, the stability of subunit-aggregation of tetrameric hemoglobin, and the collaborative interaction of Kalata B1 cyclotides with a phospholipid membrane. All findings are in reasonable agreement with experimental as well as alternative simulation results. Thus, the extended MFD approach may become a new tool for biomolecular system studies to allow for comparatively fast simulative investigations in combination with a comparatively high chemical granularity.


Subject(s)
Calmodulin/metabolism , Cell Membrane/metabolism , Cyclotides/metabolism , Dimyristoylphosphatidylcholine/metabolism , Hemoglobins/metabolism , Molecular Dynamics Simulation , Calmodulin/chemistry , Cell Membrane/chemistry , Cyclotides/chemistry , Dimyristoylphosphatidylcholine/chemistry , Hemoglobins/chemistry , Lipid Bilayers/chemistry , Lipid Bilayers/metabolism , Protein Stability , Protein Structure, Secondary
7.
J Cheminform ; 6(1): 45, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25383098

ABSTRACT

BACKGROUND: Mesoscopic simulation studies the structure, dynamics and properties of large molecular ensembles with millions of atoms: Its basic interacting units (beads) are no longer the nuclei and electrons of quantum chemical ab-initio calculations or the atom types of molecular mechanics but molecular fragments, molecules or even larger molecular entities. For its simulation setup and output a mesoscopic simulation kernel software uses abstract matrix (array) representations for bead topology and connectivity. Therefore a pure kernel-based mesoscopic simulation task is a tedious, time-consuming and error-prone venture that limits its practical use and application. A consequent cheminformatics approach tackles these problems and provides solutions for a considerably enhanced accessibility. This study aims at outlining a complete cheminformatics roadmap that frames a mesoscopic Molecular Fragment Dynamics (MFD) simulation kernel to allow its efficient use and practical application. RESULTS: The molecular fragment cheminformatics roadmap consists of four consecutive building blocks: An adequate fragment structure representation (1), defined operations on these fragment structures (2), the description of compartments with defined compositions and structural alignments (3), and the graphical setup and analysis of a whole simulation box (4). The basis of the cheminformatics approach (i.e. building block 1) is a SMILES-like line notation (denoted fSMILES) with connected molecular fragments to represent a molecular structure. The fSMILES notation and the following concepts and methods for building blocks 2-4 are outlined with examples and practical usage scenarios. It is shown that the requirements of the roadmap may be partly covered by already existing open-source cheminformatics software. CONCLUSIONS: Mesoscopic simulation techniques like MFD may be considerably alleviated and broadened for practical use with a consequent cheminformatics layer that successfully tackles its setup subtleties and conceptual usage hurdles. Molecular Fragment Cheminformatics may be regarded as a crucial accelerator to propagate MFD and similar mesoscopic simulation techniques in the molecular sciences. Graphical abstractA molecular fragment cheminformatics roadmap for mesoscopic simulation.

8.
Biointerphases ; 9(1): 011002, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24739009

ABSTRACT

Through investigations of the self-assembly behavior of three different tetraether lipids, the authors successfully established a solid supported, biomimetic tetraether lipid membrane via liposome spreading. These bolaamphiphilic lipids are the main compound in membranes of archaea, extremophile microorganisms, which underwent an enormous adaptation to extreme conditions in their natural environment with regard to temperature, pH, and high salt concentrations. Starting from a mathematical point of view, the authors calculated hydrophilic-lipophilic balance values for each lipid and recognized a wide difference in self-assembly potentials relying on size and hydrophilic properties of the lipid head groups. These results were in good accordance with data generated by lipid experiments at the air-water interface applying a Langmuir-Blodgett film balance so that the self-assembly potential of two different tetraether lipids was found to be sufficient to form stable liposomes in aqueous media. Liposomes composed of the main phospholipid of the archaea strain Sulfolobus acidocaldarius fused covalently on silanized glass substrates and formed a monomolecular lipid layer with upright standing molecules at film consistent thicknesses of approximately 5 nm determined by ellipsometry and atomic force microscopy. This work can be considered as a basic strategy to find optimized lipid properties in terms of liposome formation and spreading in water, and it is the first report about archaeal liposome fusing on surfaces to establish a solid supported lipid monolayer.


Subject(s)
Biomimetic Materials/metabolism , Glass/chemistry , Liposomes/metabolism , Membranes/metabolism , Phospholipids/metabolism , Sulfolobus acidocaldarius/chemistry , Biomimetic Materials/isolation & purification , Microscopy, Atomic Force , Phospholipids/isolation & purification
9.
J Colloid Interface Sci ; 410: 140-5, 2013 Nov 15.
Article in English | MEDLINE | ID: mdl-24016746

ABSTRACT

Molecular fragment dynamics (MFD) is a mesoscopic simulation technique based on dissipative particle dynamics (DPD). MFD simulations of the self-aggregation of the polyoxyethylene alkyl ether surfactants C6E6, C10E6, C12E6 and C16E6 at the water-air surface lead to equilibrium nanoscale structures and computationally determined surface tensions which are in agreement with experimental data for different surfactant concentrations. Thus, molecular fragment dynamics is a well-suited predictive technique to study the behavior of new surfactant systems.


Subject(s)
Molecular Dynamics Simulation , Polyethylene Glycols/chemistry , Surface-Active Agents/chemistry , Water/chemistry , Air
10.
BMC Microbiol ; 13: 159, 2013 Jul 13.
Article in English | MEDLINE | ID: mdl-23848942

ABSTRACT

BACKGROUND: As an opportunistic human pathogen Pseudomonas aeruginosa is able to cause acute and chronic infections. The biofilm mode of life significantly contributes to the growth and persistence of P. aeruginosa during an infection process and mediates the pathogenicity of the bacterium. Within a biofilm mucoid strains of P. aeruginosa simultaneously produce and secrete several hydrolytic enzymes and the extracellular polysaccharide alginate. The focus of the current study was the interaction between extracellular lipase LipA and alginate, which may be physiologically relevant in biofilms of mucoid P. aeruginosa. RESULTS: Fluorescence microscopy of mucoid P. aeruginosa biofilms were performed using fluorogenic lipase substrates. It showed a localization of the extracellular enzyme near the cells. A microtiter plate-based binding assay revealed that the polyanion alginate is able to bind LipA. A molecular modeling approach showed that this binding is structurally based on electrostatic interactions between negatively charged residues of alginate and positively charged amino acids of the protein localized opposite of the catalytic centre. Moreover, we showed that the presence of alginate protected the lipase activity by protection from heat inactivation and from degradation by the endogenous, extracellular protease elastase LasB. This effect was influenced by the chemical properties of the alginate molecules and was enhanced by the presence of O-acetyl groups in the alginate chain. CONCLUSION: We demonstrate that the extracellular lipase LipA from P. aeruginosa interacts with the polysaccharide alginate in the self-produced extracellular biofilm matrix of P. aeruginosa via electrostatic interactions suggesting a role of this interaction for enzyme immobilization and accumulation within biofilms. This represents a physiological advantage for the cells. Especially in the biofilm lifestyle, the enzyme is retained near the cell surface, with the catalytic centre exposed towards the substrate and is protected from denaturation and proteolytic degradation.


Subject(s)
Alginates/metabolism , Bacterial Proteins/metabolism , Lipase/metabolism , Pseudomonas aeruginosa/enzymology , Pseudomonas aeruginosa/metabolism , Bacterial Proteins/chemistry , Biofilms/growth & development , Enzyme Stability , Glucuronic Acid/metabolism , Hexuronic Acids/metabolism , Lipase/chemistry , Microscopy, Fluorescence , Models, Molecular , Protein Binding , Protein Denaturation , Proteolysis , Pseudomonas aeruginosa/physiology , Static Electricity
14.
J Colloid Interface Sci ; 249(1): 152-61, 2002 May 01.
Article in English | MEDLINE | ID: mdl-16290581

ABSTRACT

In order to study the structural and dynamical aspects of the solubilization process of pentanol within a sodium octanoate micelle a molecular dynamics simulation is presented. In this initial study we discuss the results and detailed insights into the interactions between sodium octanoate, pentanol, and water. The total micellar radius and the hydrophobic core radius were determined. The calculated values are in fairly good agreement with experimental results. In contrast to pure sodium octanoate micelles the aggregate with dissolved pentanol attained a more spherical shape related to the time interval of the simulation. It is clear that the results of a molecular dynamics computer simulation are always limited by its total length and the total time used for data analysis. Nevertheless, from our simulation study it turned out that a part of the pentanol hydroxyl groups were located within the micellar core and some alcohol molecules were also observed at the surface region of the micelle. The corresponding partition coefficient was calculated and agreed well with the experiment. The evaluated radial distribution functions of the sodium ions, the octanoate oxygens, and the hydroxyl hydrogens reveal details of the interface region of the micelle and the bulk phase. Additionally, it was possible to calculate the trans-to-gauche ratios of the alkyl chains and to compare these results with the simulation of a pure octanoate micelle.

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