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1.
Molecules ; 28(13)2023 Jul 05.
Article in English | MEDLINE | ID: mdl-37446884

ABSTRACT

Hydrogel is a versatile material that can be manipulated to achieve the desired physicochemical properties, such as stiffness, pore size, and viscoelasticity. Traditionally, these properties have been controlled through parameters such as concentration and pH adjustments. In this study, we focused on exploring the potential of hydrolyzed silk fibroin (HSF) as a molecular weight-modulating agent to control the physicochemical properties of double-composite hydrogels. We developed a synergistic dual-crosslinked hydrogel by combining ionically crosslinked silk fibroin with gellan gum (GG). The hydrolysis of silk fibroin not only enhanced its hydrophilicity but also enabled adjustments in its mechanical properties, including the pore size, initial modulus elasticity, and relaxation time. Moreover, biocompatibility assessments based on cell viability tests confirmed the potential of these hydrogels as biocompatible materials. By highlighting the significance of developing an HSF/GG dual-crosslinked hydrogel, this study contributes to the advancement of novel double-composite hydrogels with remarkable biocompatibility. Overall, our findings demonstrate the capability of controlling the mechanical properties of hydrogels through molecular weight modulation via hydrolysis and highlight the development of a biocompatible HSF/GG dual-crosslinked hydrogel with potential biomedical applications.


Subject(s)
Fibroins , Tissue Engineering , Fibroins/chemistry , Hydrogels/pharmacology , Hydrogels/chemistry , Hydrolysis , Molecular Weight , Silk/chemistry
2.
Sci Rep ; 13(1): 1168, 2023 01 20.
Article in English | MEDLINE | ID: mdl-36670187

ABSTRACT

It is difficult to observe a spontaneous translocation of cell-penetrating peptides(CPPs) within a short time scale (e.g., a few hundred ns) in all-atom molecular dynamics(MD) simulations because the time required for the translocation of usual CPPs is on the order of minutes or so. In this work, we report a spontaneous translocation of a single Arg[Formula: see text](R9) across a DOPC/DOPG(4:1) model membrane within an order of a few tens ns scale by using the weighted ensemble(WE) method. We identify how water molecules and the orientation of Arg[Formula: see text] play a role in translocation. We also show how lipid molecules are transported along with Arg[Formula: see text]. In addition, we present free energy profiles of the translocation across the membrane using umbrella sampling and show that a single Arg[Formula: see text] translocation is energetically unfavorable. We expect that the WE method can help study interactions of CPPs with various model membranes within MD simulation approaches.


Subject(s)
Cell-Penetrating Peptides , Lipid Bilayers , Lipid Bilayers/chemistry , Cell-Penetrating Peptides/chemistry , Molecular Dynamics Simulation
3.
Membranes (Basel) ; 11(12)2021 Dec 09.
Article in English | MEDLINE | ID: mdl-34940475

ABSTRACT

Cell-penetrating peptides (CPPs) have been widely used for drug-delivery agents; however, it has not been fully understood how they translocate across cell membranes. The Weighted Ensemble (WE) method, one of the most powerful and flexible path sampling techniques, can be helpful to reveal translocation paths and free energy barriers along those paths. Within the WE approach we show how Arg9 (nona-arginine) and Tat interact with a DOPC/DOPG(4:1) model membrane, and we present free energy (or potential mean of forces, PMFs) profiles of penetration, although a translocation across the membrane has not been observed in the current simulations. Two different compositions of lipid molecules were also tried and compared. Our approach can be applied to any CPPs interacting with various model membranes, and it will provide useful information regarding the transport mechanisms of CPPs.

4.
Biomolecules ; 11(8)2021 08 11.
Article in English | MEDLINE | ID: mdl-34439850

ABSTRACT

Hydrogel is in the spotlight as a useful biomaterial in the field of drug delivery and tissue engineering due to its similar biological properties to a native extracellular matrix (ECM). Herein, we proposed a ternary hydrogel of gellan gum (GG), silk fibroin (SF), and chondroitin sulfate (CS) as a biomaterial for cartilage tissue engineering. The hydrogels were fabricated with a facile combination of the physical and chemical crosslinking method. The purpose of this study was to find the proper content of SF and GG for the ternary matrix and confirm the applicability of the hydrogel in vitro and in vivo. The chemical and mechanical properties were measured to confirm the suitability of the hydrogel for cartilage tissue engineering. The biocompatibility of the hydrogels was investigated by analyzing the cell morphology, adhesion, proliferation, migration, and growth of articular chondrocytes-laden hydrogels. The results showed that the higher proportion of GG enhanced the mechanical properties of the hydrogel but the groups with over 0.75% of GG exhibited gelling temperatures over 40 °C, which was a harsh condition for cell encapsulation. The 0.3% GG/3.7% SF/CS and 0.5% GG/3.5% SF/CS hydrogels were chosen for the in vitro study. The cells that were encapsulated in the hydrogels did not show any abnormalities and exhibited low cytotoxicity. The biochemical properties and gene expression of the encapsulated cells exhibited positive cell growth and expression of cartilage-specific ECM and genes in the 0.5% GG/3.5% SF/CS hydrogel. Overall, the study of the GG/SF/CS ternary hydrogel with an appropriate content showed that the combination of GG, SF, and CS can synergistically promote articular cartilage defect repair and has considerable potential for application as a biomaterial in cartilage tissue engineering.


Subject(s)
Cartilage, Articular/drug effects , Chondroitin Sulfates , Fibroins , Hydrogels , Polysaccharides, Bacterial , Tissue Engineering/methods , Animals , Biocompatible Materials/chemistry , Biocompatible Materials/pharmacology , Cells, Cultured , Chondrocytes , Chondroitin Sulfates/chemistry , Chondroitin Sulfates/pharmacology , Fibroins/chemistry , Fibroins/pharmacology , Hydrogels/chemistry , Hydrogels/pharmacology , Polysaccharides, Bacterial/chemistry , Polysaccharides, Bacterial/pharmacology , Rabbits , Tissue Scaffolds
5.
Proc Natl Acad Sci U S A ; 113(27): E3960-6, 2016 07 05.
Article in English | MEDLINE | ID: mdl-27325773

ABSTRACT

Secondary active transporters, such as those that adopt the leucine-transporter fold, are found in all domains of life, and they have the unique capability of harnessing the energy stored in ion gradients to accumulate small molecules essential for life as well as expel toxic and harmful compounds. How these proteins couple ion binding and transport to the concomitant flow of substrates is a fundamental structural and biophysical question that is beginning to be answered at the atomistic level with the advent of high-resolution structures of transporters in different structural states. Nonetheless, the dynamic character of the transporters, such as ion/substrate binding order and how binding triggers conformational change, is not revealed from static structures, yet it is critical to understanding their function. Here, we report a series of molecular simulations carried out on the sugar transporter vSGLT that lend insight into how substrate and ions are released from the inward-facing state of the transporter. Our simulations reveal that the order of release is stochastic. Functional experiments were designed to test this prediction on the human homolog, hSGLT1, and we also found that cytoplasmic release is not ordered, but we confirmed that substrate and ion binding from the extracellular space is ordered. Our findings unify conflicting published results concerning cytoplasmic release of ions and substrate and hint at the possibility that other transporters in the superfamily may lack coordination between ions and substrate in the inward-facing state.


Subject(s)
Molecular Dynamics Simulation , Sodium-Glucose Transporter 1/metabolism , Glucose/metabolism , HEK293 Cells , Humans , Markov Chains , Monte Carlo Method , Patch-Clamp Techniques , Sodium/metabolism
6.
Biophys J ; 106(6): 1280-9, 2014 Mar 18.
Article in English | MEDLINE | ID: mdl-24655503

ABSTRACT

Sodium-glucose transporters (SGLTs) facilitate the movement of water across the cell membrane, playing a central role in cellular homeostasis. Here, we present a detailed analysis of the mechanism of water permeation through the inward-facing state of vSGLT based on nearly 10 µs of molecular dynamics simulations. These simulations reveal the transient formation of a continuous water channel through the transporter that permits water to permeate the protein. Trajectories in which spontaneous release of galactose is observed, as well as those in which galactose remains in the binding site, show that the permeation rate, although modulated by substrate occupancy, is not tightly coupled to substrate release. Using a, to our knowledge, novel channel-detection algorithm, we identify the key residues that control water flow through the transporter and show that solvent gating is regulated by side-chain motions in a small number of residues on the extracellular face. A sequence alignment reveals the presence of two insertion sites in mammalian SGLTs that flank these outer-gate residues. We hypothesize that the absence of these sites in vSGLT may account for the high water permeability values for vSGLT determined via simulation compared to the lower experimental estimates for mammalian SGLT1.


Subject(s)
Molecular Dynamics Simulation , Sodium-Glucose Transport Proteins/chemistry , Algorithms , Amino Acid Sequence , Animals , Binding Sites , Galactose/metabolism , Humans , Molecular Sequence Data , Sodium-Glucose Transport Proteins/metabolism
7.
Nature ; 468(7326): 988-91, 2010 Dec 16.
Article in English | MEDLINE | ID: mdl-21131949

ABSTRACT

Membrane co-transport proteins that use a five-helix inverted repeat motif have recently emerged as one of the largest structural classes of secondary active transporters. However, despite many structural advances there is no clear evidence of how ion and substrate transport are coupled. Here we report a comprehensive study of the sodium/galactose transporter from Vibrio parahaemolyticus (vSGLT), consisting of molecular dynamics simulations, biochemical characterization and a new crystal structure of the inward-open conformation at a resolution of 2.7 Å. Our data show that sodium exit causes a reorientation of transmembrane helix 1 that opens an inner gate required for substrate exit, and also triggers minor rigid-body movements in two sets of transmembrane helical bundles. This cascade of events, initiated by sodium release, ensures proper timing of ion and substrate release. Once set in motion, these molecular changes weaken substrate binding to the transporter and allow galactose readily to enter the intracellular space. Additionally, we identify an allosteric pathway between the sodium-binding sites, the unwound portion of transmembrane helix 1 and the substrate-binding site that is essential in the coupling of co-transport.


Subject(s)
Galactose/metabolism , Sodium/metabolism , Symporters/chemistry , Symporters/metabolism , Vibrio parahaemolyticus/chemistry , Allosteric Regulation , Binding Sites , Biological Transport , Crystallography, X-Ray , Models, Molecular , Molecular Dynamics Simulation , Protein Conformation
8.
Biophys J ; 99(7): L56-8, 2010 Oct 06.
Article in English | MEDLINE | ID: mdl-20923633

ABSTRACT

It is well accepted that cotransporters facilitate water movement by two independent mechanisms: osmotic flow through a water channel in the protein and flow driven by ion/substrate cotransport. However, the molecular mechanism of transport-linked water flow is controversial. Some researchers believe that it occurs via cotransport, in which water is pumped along with the transported cargo, while others believe that flow is osmotic in response to an increase in intracellular osmolarity. In this letter, we report the results of a 200-ns molecular dynamics simulation of the sodium-dependent galactose cotransporter vSGLT. Our simulation shows that a significant number of water molecules cross the protein through the sugar-binding site in the presence as well as the absence of galactose, and 70-80 water molecules accompany galactose as it moves from the binding site into the intracellular space. During this event, the majority of water molecules in the pathway are unable to diffuse around the galactose, resulting in water in the inner half of the transporter being pushed into the intracellular space and replaced by extracellular water. Thus, our simulation supports the notion that cotransporters act as both passive water channels and active water pumps with the transported substrate acting as a piston to rectify the motion of water.


Subject(s)
Bacterial Proteins/metabolism , Galactose/metabolism , Sodium-Glucose Transport Proteins/metabolism , Sodium/metabolism , Vibrio parahaemolyticus/metabolism , Water/metabolism , Bacterial Proteins/chemistry , Binding Sites , Biological Transport , Models, Molecular , Osmosis , Permeability , Sodium-Glucose Transport Proteins/chemistry
9.
J Chem Phys ; 130(21): 215103, 2009 Jun 07.
Article in English | MEDLINE | ID: mdl-19508102

ABSTRACT

Voltage-gated potassium (Kv) channels control the electrical excitability of neurons and muscles. Despite this key role, how these channels open and close or gate is not fully understood. Gating is usually attributed to the bending and straightening of pore-lining helices at glycine and proline residues. In this work we focused on the role of proline in the Pro-Val-Pro (PVP) motif of the inner S6 helix in the Kv1.2 channel. We started by developing a simple hinged-rod model to fully explore the configurational space of bent helices and we related these configurations to the degree of pore opening. We then carried out fully atomistic simulations of the S6 helices and compared these simulations to the hinged-rod model. Both methods suggest that Kv1 channels are not tightly closed when the inner helices are straight, unlike what is seen in the non-PVP containing channels KcsA and KirBac. These results invite the possibility that the S6 helices may be kinked when Kv1 channels are closed. Our simulations indicate that the wild-type helix adopts multiple spatially distinct configurations, which is consistent with its role in adopting a closed state and an open state. The two most dominant configurational basins correspond to a 6 A movement of the helix tail accompanied by the PVP region undergoing a local alpha-helix to 3(10)-helix transition. We explored how single point mutations affect the propensity of the S6 helix to adopt particular configurations. Interestingly, mutating the first proline, P405 (P473 in Shaker), to alanine completely removed the bistable nature of the S6 helix possibly explaining why this mutation compromises the channel. Next, we considered four other mutations in the area known to affect channel gating and we saw similarly dramatic changes to the helix's dynamics and range of motion. Our results suggest a possible mechanism of helix pore closure and they suggest differences in the closed state of glycine-only channels, like KcsA, and PVP containing channels.


Subject(s)
Kv1.2 Potassium Channel/chemistry , Kv1.2 Potassium Channel/metabolism , Amino Acid Motifs , Amino Acid Sequence , Ion Channel Gating , Kv1.2 Potassium Channel/genetics , Models, Molecular , Molecular Sequence Data , Movement , Mutation , Porosity , Proline , Protein Stability , Protein Structure, Secondary , Rotation
10.
Biophys J ; 95(9): 4102-14, 2008 Nov 01.
Article in English | MEDLINE | ID: mdl-18923102

ABSTRACT

This article reports an all-atom molecular dynamics simulation to study a model pulmonary surfactant film interacting with a carbonaceous nanoparticle. The pulmonary surfactant is modeled as a dipalmitoylphosphatidylcholine monolayer with a peptide consisting of the first 25 residues from surfactant protein B. The nanoparticle model with a chemical formula C188H53 was generated using a computational code for combustion conditions. The nanoparticle has a carbon cage structure reminiscent of the buckyballs with open ends. A series of molecular-scale structural and dynamical properties of the surfactant film in the absence and presence of nanoparticle are analyzed, including radial distribution functions, mean-square displacements of lipids and nanoparticle, chain tilt angle, and the surfactant protein B peptide helix tilt angle. The results show that the nanoparticle affects the structure and packing of the lipids and peptide in the film, and it appears that the nanoparticle and peptide repel each other. The ability of the nanoparticle to translocate the surfactant film is one of the most important predictions of this study. The potential of mean force for dragging the particle through the film provides such information. The reported potential of mean force suggests that the nanoparticle can easily penetrate the monolayer but further translocation to the water phase is energetically prohibitive. The implication is that nanoparticles can interact with the lung surfactant, as supported by recent experimental data by Bakshi et al.


Subject(s)
Carbon/chemistry , Models, Molecular , Nanoparticles/chemistry , Pulmonary Surfactants/chemistry , Choline/chemistry , Diffusion , Molecular Conformation , Surface Properties
11.
J Gen Physiol ; 131(6): 563-73, 2008 Jun.
Article in English | MEDLINE | ID: mdl-18474636

ABSTRACT

Continuum electrostatic approaches have been extremely successful at describing the charged nature of soluble proteins and how they interact with binding partners. However, it is unclear whether continuum methods can be used to quantitatively understand the energetics of membrane protein insertion and stability. Recent translation experiments suggest that the energy required to insert charged peptides into membranes is much smaller than predicted by present continuum theories. Atomistic simulations have pointed to bilayer inhomogeneity and membrane deformation around buried charged groups as two critical features that are neglected in simpler models. Here, we develop a fully continuum method that circumvents both of these shortcomings by using elasticity theory to determine the shape of the deformed membrane and then subsequently uses this shape to carry out continuum electrostatics calculations. Our method does an excellent job of quantitatively matching results from detailed molecular dynamics simulations at a tiny fraction of the computational cost. We expect that this method will be ideal for studying large membrane protein complexes.


Subject(s)
Biophysics/methods , Membrane Proteins/metabolism , Protein Processing, Post-Translational/physiology , Static Electricity , Cell Membrane/chemistry , Cell Membrane/metabolism , Computer Simulation , Elasticity , Energy Transfer/physiology , Extracellular Space , Hydrophobic and Hydrophilic Interactions , Lipid Bilayers/chemistry , Lipid Bilayers/metabolism , Membrane Fluidity/physiology , Membrane Proteins/chemistry , Models, Chemical , Models, Molecular , Protein Conformation , Protein Transport/physiology , Thermodynamics
12.
Phys Rev E Stat Nonlin Soft Matter Phys ; 75(4 Pt 2): 047701, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17501023

ABSTRACT

We present a method to calculate Lyapunov exponents of rigid diatomic molecules in three dimensions ( 12N -dimensional phase space). The spectra of Lyapunov exponents are obtained for 32 rigid diatomic molecules interacting through the Weeks-Chandler-Anderson potential for various bond length and densities, and compared with those of Shin [Phys. Rev. E 64, 041106 (2001)]. Our algorithm is easy to implement and total CPU time is relatively inexpensive.

13.
Biophys J ; 92(4): 1204-14, 2007 Feb 15.
Article in English | MEDLINE | ID: mdl-17114232

ABSTRACT

Using a coarse-grained elastic model, we examine the bending properties of anti-parallel beta-sheets comprised of uniform amino-acid residues in vacuum as well as in explicit solvent. By comparing the conformational probability of the beta-sheet from molecular dynamics simulations with the same quantities obtained from the coarse-grained model, we compute the elastic bending constant, kappa. Equilibrium fluctuations of the beta-sheet and its response to external forces are well reproduced by a model with a uniform isotropic bending constant. An anisotropic bending model is also investigated, although the computed anisotropy is relatively weak and most of the observed properties are well described by an isotropic model. The presence of explicit solvent also lowers the bending constant. The sequence dependence of our result and its implications in protein conformational dynamics are discussed.


Subject(s)
Models, Biological , Proteins/chemistry , Alanine/chemistry , Anisotropy , Computer Simulation , Elasticity , Glycine/chemistry , Oxygen/chemistry , Protein Structure, Secondary , Proton-Translocating ATPases/chemistry
14.
J Chem Phys ; 122(24): 244912, 2005 Jun 22.
Article in English | MEDLINE | ID: mdl-16035821

ABSTRACT

The elasticity of alpha-helices is examined using equilibrium molecular-dynamics simulations. From the statistics of curvatures and twists, we compute the elastic moduli of several representative alpha-helices, both in the presence and absence of aqueous solvent. We discover that the bending modulus (persistence length) of the helices is independent of the amino-acid sequence, although helices in water are slightly softer than in vacuum. The response of the helices under the action of an external force is also computed and compared with continuum mechanics predictions. Within the time scale of our simulation, we show that the properties of alpha-helices are well reproduced by an elastic and isotropic rod. The persistence length (bending modulus) of most alpha-helices in water or vacuum is approximately 100 nm, roughly twice that of DNA.


Subject(s)
Computer Simulation , Protein Structure, Secondary , Proteins/chemistry , Solvents/chemistry , Amino Acid Sequence , DNA/chemistry , Elasticity , Hydrogen Bonding , Time Factors , Water/chemistry
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