Partition of protein solvation into group contributions from molecular dynamics simulations

Linear response theory coupled to molecular dynamics simulations with an explicit solvent representation is used to derive fractional contributions of amino acid residues to the solvation of proteins. The new fractional methods developed here are compared with standard approaches based on empirical 1D and 3D statistical potentials, as well as with estimates obtained from the analysis of classical molecular interaction potentials. The new fractional methods, which have a clear physical basis and explicitly account for the effects due to protein structure and flexibility, provide an accurate picture of the contribution to solvation of different regions of the protein.     

Biophysical insights into the interaction of hen egg white lysozyme with therapeutic dye clofazimine: modulation of activity and SDS induced aggregation of model protein

The present study details the binding process of clofazimine to hen egg white lysozyme (HEWL) using spectroscopy, dynamic light scattering, transmission electron microscopy (TEM), and molecular docking techniques. Clofazimine binds to the protein with binding constant (K_b) in the order of 1.57?×?10⁴ at 298 K. Binding process is spontaneous and exothermic. Molecular docking results suggested the involvement of hydrogen bonding and hydrophobic interactions in the binding process. Bacterial cell lytic activity in the presence of clofazimine increased to more than 40% of the value obtained with HEWL only. Interaction of the drug with HEWL induced ordered secondary structure in the protein and molecular compaction. Clofazimine also effectively inhibited the sodium dodecyl sulfate (SDS) induced amyloid formation in HEWL and caused disaggregation of preformed fibrils, reinforcing the notion that there is involvement of hydrophobic interactions and hydrogen bonding in the binding process of clofazimine with HEWL and clofazimine destabilizes the mature fibrils. Further, TEM images confirmed that fibrillar species were absent in the samples where amyloid induction was performed in the presence of clofazimine. As clofazimine is a drug less explored for the inhibition of fibril formation of the proteins, this study reports the inhibition of SDS-induced amyloid formation of HEWL by clofazimine, which will help in the development of clofazimine-related molecules for the treatment of amyloidosis.     

Understanding interaction and dynamics of water molecules in the epoxy via molecular dynamics simulation

The robust structural integrity of the epoxy plays an important role in ensuring the long-term service life of its applications, which is affected by the absorbed moisture. In order to understand the mechanism of the moisture effect, the knowledge of the interaction and dynamics of the water molecules inside the epoxy is of great interest. Molecular dynamics simulation is used in this work to investigate the structure and bonding behaviour of the water molecules in the highly cross-linked epoxy network. When the moisture concentration is low, the water molecules are well dispersed in the cross-linked structure and located in the vicinity of the epoxy functional groups, which predominantly form the hydrogen bond (H-bond) with the epoxy network, resulting in the low water mobility in the epoxy. At the high concentration, the water favourably forms the large cluster due to the predominant water–water H-bond interaction, and the water molecules diffuse primarily inside the cluster, which leads to the high water mobility and the accelerated H-bond dynamics. The variation of the bonding behaviour and dynamics of the water molecules reported here could be exploited to understand the material change and predict the long-term performance of the epoxy-based products during the intended service life.     

Dynamics of water molecules buried in cavities of apolipoprotein E studied by molecular dynamics simulations and continuum electrostatic calculations

Molecular dynamics (MD) simulations of several nanoseconds each were used to monitor the dynamic behavior of the five crystal water molecules buried in the interior of the N-terminal domain of apolipoprotein E. These crystal water molecules are fairly well conserved in several apolipoprotein E structures, suggesting that they are not an artifact of the crystal and that they may have a structural and/or functional role for the protein. All five buried crystal water molecules leave the protein interior in the course of the longest simulations and exchange with water molecules from the bulk. The free energies of binding evaluated from the electrostatic binding free energy computed using a continuum model and estimates of the binding entropy changes represent shallow minima. The corresponding calculated residence times of the buried water molecules range from tens of picoseconds to hundreds of nanoseconds, which denote rather short times as for buried water molecules. Several water exchanges monitored in the simulations show that water molecules along the exit/entrance pathway use a relay of H bonds primarily formed with charged residues which helps either the exit or the entrance from or into the buried site. The exit/entrance of water molecules from/into the sites is permitted essentially by local motions of, at most, two side chains, indicating that, in these cases, complex correlated atomic motions are not needed to open the buried site toward the surface of the protein. This provides a possible explanation for the short residence times.     

Nuclear magnetic resonance‐based determination of dioxygen binding sites in protein cavities

The location and ligand accessibility of internal cavities in cysteine‐free wild‐type T4 lysozyme was investigated using O₂ gas‐pressure NMR spectroscopy and molecular dynamics (MD) simulation. Upon increasing the concentration of dissolved O₂ in solvent to 8.9 mM, O₂‐induced paramagnetic relaxation enhancements (PREs) to the backbone amide and side chain methyl protons were observed, specifically around two cavities in the C‐terminal domain. To determine the number of O₂ binding sites and their atomic coordinates from the 1/r⁶ distance dependence of the PREs, we established an analytical procedure using Akaike's Information Criterion, in combination with a grid‐search. Two O₂‐accessible sites were identified in internal cavities: One site was consistent with the xenon‐binding site in the protein in crystal, and the other site was established to be a novel ligand‐binding site. MD simulations performed at 10 and 100 mM O₂ revealed dioxygen ingress and egress as well as rotational and translational motions of O₂ in the cavities. It is therefore suggested that conformational fluctuations within the ground‐state ensemble transiently develop channels for O₂ association with the internal protein cavities.     

Deprotonation states of the two active site water molecules regulate the binding of protein phosphatase 5 with its substrate: A molecular dynamics study

Protein phosphatase 5 (PP5), mainly localized in human brain, can dephosphorylate tau protein whose high level of phosphorylation is related to Alzheimer's disease. Similar to other protein phosphatases, PP5 has a conserved motif in the catalytic domain that contains two binding sites for manganese (Mn²⁺) ions. Structural data indicate that two active site water molecules, one bridging the two Mn²⁺ ions and the other terminally coordinated with one of the Mn²⁺ ions (Mn1), are involved in catalysis. Recently, a density functional theory study revealed that the two water molecules can be both deprotonated to keep a neutral active site for catalysis. The theoretical study gives us an insight into the catalytic mechanism of PP5, but the knowledge of how the deprotonation states of the two water molecules affect the binding of PP5 with its substrate is still lacking. To approach this problem, molecular dynamics simulations were performed to model the four possible deprotonation states. Through structural, dynamical and energetic analyses, the results demonstrate that the deprotonation states of the two water molecules affect the structure of the active site including the distance between the two Mn²⁺ ions and their coordination, impact the interaction energy of residues R275, R400 and H304 which directly interact with the substrate phosphoserine, and mediate the dynamics of helix αJ which is involved in regulation of the enzyme's activity. Furthermore, the deprotonation state that is preferable for PP5 binding of its substrate has been identified. These findings could provide new design strategy for PP5 inhibitor.     

Structural and dynamic roles of permanent water molecules in ligand molecular recognition by chicken liver bile acid binding protein

Chicken liver bile acid binding protein (cL-BABP) crystallizes with water molecules in its binding site. To obtain insights on the role of internal water, we performed two 100 ns molecular dynamics (MD) simulations in explicit solvent for cL-BABP, as apo form and as a complex with two molecules of cholic acid, and analyzed in detail the dynamics properties of all water molecules. The diffusion coefficients of the more persistent internal water molecules are significantly different from the bulk, but similar between the two protein forms. A different number of molecules and a different organization are observed for apo- and holo-cL-BABP. Most water molecules identified in the binding site of the apo-crystal diffuse to the bulk during the simulation. In contrast, almost all the internal waters of the holo-crystal maintain the same interactions with internal sidechains and ligands, which suggests they have a relevant role in protein-ligand molecular recognition. Only in the presence of these water molecules we were able to reproduce, by a classical molecular docking approach, the structure of the complex cL-BABP::cholic acid with a low ligand root mean square deviation (RMSD) with respect to its reference positioning. Literature data reported a conserved pattern of hydrogen bonds between a single water molecule and three amino acid residues of the binding site in a series of crystallized FABP. In cL-BABP, the interactions between this conserved water molecule and the three residues are present in the crystal of both apo- and holo-cL-BABP but are lost immediately after the start of molecular dynamics. Copyright (c) 2008 John Wiley & Sons, Ltd.     

On the similarity of properties in solution or in the crystalline state: A molecular dynamics study of hen lysozyme

As protein crystals generally possess a high water content, it is assumed that the behaviour of a protein in solution and in crystal environment is very similar. This assumption can be investigated by molecular dynamics (MD) simulation of proteins in the different environments. Two 2ns simulations of hen egg white lysozyme (HEWL) in crystal and solution environment are compared to one another and to experimental data derived from both X-ray and NMR experiments, such as crystallographic B-factors, NOE atom–atom distance bounds, ³J_{H N}-coupling constants, and ¹H-¹⁵N bond vector order parameters. Both MD simulations give very similar results. The crystal simulation reproduces X-ray and NMR data slightly better than the solution simulation.     

Effects of protonation state of Asp181 and position of active site water molecules on the conformation of PTP1B

In protein tyrosine phosphatase 1B (PTP1B), the flexible WPD loop adopts a closed conformation (WPD_closed) in the active state of PTP1B, bringing the catalytic Asp181 close to the active site pocket, while WPD loop is in an open conformation (WPD_open) in the inactive state. Previous studies showed that Asp181 may be protonated at physiological pH, and ordered water molecules exist in the active site. In the current study, molecular dynamics simulations are employed at different Asp181 protonation states and initial positions of active site water molecules, and compared with the existing crystallographic data of PTP1B. In WPD_closed conformation, the active site is found to maintain its conformation only in the protonated state of Asp181 in both free and liganded states, while Asp181 is likely to be deprotonated in WPD_open conformation. When the active site water molecule network that is a part of the free WPD_closed crystal structure is disrupted, intermediate WPD loop conformations, similar to that in the PTPRR crystal structure, are sampled in the MD simulations. In liganded PTP1B, one active site water molecule is found to be important for facilitating the orientation of Cys215 and the phosphate ion, thus may play a role in the reaction. In conclusion, conformational stability of WPD loop, and possibly catalytic activity of PTP1B, is significantly affected by the protonation state of Asp181 and position of active site water molecules, showing that these aspects should be taken into consideration both in MD simulations and inhibitor design. © Proteins 2013. © 2012 Wiley Periodicals, Inc.     

Hydration energy landscape of the active site cavity in cytochrome P450cam

Hydration of protein cavities influences protein stability, dynamics, and function. Protein active sites usually contain water molecules that, upon ligand binding, are either displaced into bulk solvent or retained to mediate protein–ligand interactions. The contribution of water molecules to ligand binding must be accounted for to compute accurate values of binding affinities. This requires estimation of the extent of hydration of the binding site. However, it is often difficult to identify the water molecules involved in the binding process when ligands bind on the surface of a protein. Cytochrome P450cam is, therefore, an ideal model system because its substrate binds in a buried active site, displacing partially disordered solvent, and the protein is well characterized experimentally. We calculated the free energy differences for having five to eight water molecules in the active site cavity of the unliganded enzyme from molecular dynamics simulations by thermodynamic integration employing a three-stage perturbation scheme. The computed free energy differences between the hydration states are small (within 12 kJ mol⁻¹) but distinct. Consistent with the crystallographic determination and studies employing hydrostatic pressure, we calculated that, although ten water molecules could in principle occupy the volume of the active site, occupation by five to six water molecules is thermodynamically most favorable. Proteins 32:381–396, 1998. © 1998 Wiley-Liss, Inc.     

A molecular dynamics study of the three-dimensional model of human synovial fluid phospholipase A2—transition state mimic complexes

Different modes of binding of transition state mimics: amide, phosphonate and difluoro ketone, to human synovial fluid phospholipase A₂ (HSF PLA₂) are studies by molecular dynamics simulations computed in solvent. The results are analysed in the light of primary binding sites. Hydrogen bonding interaction plays an important role for amino acids such as Gly32, Val30, and Glu55, apart from the well known active site residues viz Asp48, Gly25, Gly29, Gly31, His27, His47, Lys62, Phe23, Asn114 and Tyr112. In addition, the hydrogen bonding interaction between Sn-1 tetrahedral phosphonate group of amide and difluoro ketone inhibitors and crystallographic water molecules (H₂O 523, H₂O 524 and H₂O 401) seems to have a significant role. Many of the active site charged residues display considerable movement upon ligand binding. The structural effects of ligand binding were analyzed from RMS deviations of Cα in the resulting energy-minimized average structures of the receptor–ligand complexes. The values of the RMS deviations differ among the HSF PLA₂s, in a pattern that is not the same for the three complexes. This suggests that ligands with different pharmacological efficacies induce different types of conformational changes of the receptor. Our active-orientation model is, at least qualitatively, consistent with experimental data and should be useful for the rational design of more potent inhibitors.     

The role of conserved water molecules in the catalytic domain of protein kinases

Protein kinases are essential signaling molecules with a characteristic bilobal shape that has been studied for over 15 years. Despite the number of crystal structures available, little study has been directed away from the prototypical functional elements of the kinase domain. We have performed a structural alignment of 13 active‐conformation kinases and discovered the presence of six water molecules that occur in conserved locations across this group of diverse kinases. Molecular dynamics simulations demonstrated that these waters confer a great deal of stability to their local environment and to a key catalytic residue. Our results highlight the importance of novel elements within the greater kinase family and suggest that conserved water molecules are necessary for efficient kinase function. Proteins 2009. © 2009 Wiley‐Liss, Inc.     

分子动力学模拟尿素对水溶液中蛋白质构象转变的影响

采用分子动力学方法和全原子模型研究尿素和水分子对模型蛋白S-肽链结构转化的影响。模拟结果显示S-肽链的变性速率常数k值随着尿素浓度的增加而先降低后升高,在尿素浓度为2.9 mol/L时达到最低值。模拟了不同尿素浓度下尿素-肽链、水-肽链以及肽链分子氢键的形成状况。结果表明:尿素浓度较低时,尿素分子与S-肽链的极性氨基酸侧链形成氢键,但不破坏其分子内的骨架氢键,尿素在S-肽链水化层外形成限制性空间,增强了S-肽链的稳定性。随着尿素的升高,尿素分子进入S-肽链内部并与其内部氨基酸残基形成氢键,导致S-肽链的骨架氢键丧失,S-肽链发生去折叠。上述模拟结果与文献报道的实验结果一致,从分子水平上揭示了尿素对蛋白质分子结构变化的影响机制,对于研究和发展蛋白质折叠及稳定化技术具有指导意义。     

Molecular dynamics simulation and experimental validation of the effect of pH on protein desorption in hydrophobic charge induction chromatography

The ligands in hydrophobic charge induction chromatography (HCIC) are hydrophobic and ionisable. Thus, the pH is crucial for the separation performance in HCIC, especially for elution. However, it is difficult to obtain the microscopic information in HCIC through experimental means. In this work, molecular dynamics simulations are performed to examine the effect of pH on elution and protein conformational transition in HCIC, using a 46-bead β-barrel coarse-grained model protein and an HCIC adsorbent pore model constructed in an earlier work. Corresponding experiments are carried out for the validation of simulation results, using lysozyme and MEP Hypercel. Both the activities and fluorescence of lysozyme are examined to evaluate the conformational transition. The simulations indicate that the elution efficiency of protein increases with decreasing pH value in a non-linear manner. This is qualitatively consistent with the experimental results. MD simulations indicate that protein unfolding occurs in elution at all pH values. However, the experimental data show that the activity and conformation of lysozyme is independent of pH of the elution buffer. The microscopic information from simulation shows that protein unfolding is mainly observed on the adsorbent surface, but it cannot be detected in the experiments that only probe the proteins in the bulk liquid.     

Understanding the roles of amino acid residues in tertiary structure formation of chignolin by using molecular dynamics simulation

Chignolin is a 10-residue peptide (GYDPETGTWG) that forms a stable beta-hairpin structure in water. However, its design template, GPM12 (GYDDATKTFG), does not have a specific structure. To clarify which amino acids give it the ability to form the beta-hairpin structure, we calculated the folding free-energy landscapes of chignolin, GPM12, and their chimeric peptides using multicanonical molecular dynamics (MD) simulation. Cluster analysis of the conformational ensembles revealed that the native structure of chignolin was the lowest in terms of free energy while shallow local minima were widely distributed in the free energy landscape of GPM12, in agreement with experimental observations. Among the chimeric peptides, GPM12(D4P/K7G) stably formed the same beta-hairpin structure as that of chignolin in the MD simulation. This was confirmed by nuclear magnetic resonance (NMR) spectroscopy. A comparison of the free-energy landscapes showed that the conformational distribution of the Asp3-Pro4 sequence was inherently biased in a way that is advantageous both to forming hydrogen bonds with another beta-strand and to initiating loop structure. In addition, Gly7 helps stabilize the loop structure by having a left-handed alpha-helical conformation. Such a conformation is necessary to complete the loop structure, although it is not preferred by other amino acids. Our results suggest that the consistency between the short-range interactions that determine the local geometries and the long-range interactions that determine the global structure is important for stable tertiary structure formation.     

Comparison of the monomer structure of the FMN-binding protein from Desulfovibrio vulgaris obtained by NMR and molecular dynamics simulation approaches

Flavin mononucleotide (FMN)-binding proteins (FBPs) play an important role in the electron transport process in bacteria. In this study, the structures of the FBP from Desulfovibrio vulgaris (DvFBP) (Miyazaki F) were compared between those obtained experimentally by nuclear magnetic resonance (NMR) spectroscopy and those derived from molecular dynamics simulations (MDSs). A high-residue root of mean square deviation (RMSD) was observed in residues located at both sides of the wings (Gly22, Glu23, Asp24, Ala59, Arg60, Asp61, Glu62, Gly75, Arg76, Asn77, Gly78 and Pro79), while a low-residue RMSD was found in residues located in a hollow of the structure (Asn12, Glu13, Gly14, Val15, Val16, Asn30, Thr31, Trp32, Asn33, Ser34, Gly69, Ser70, Arg71 and Lys72). Inter-planar angles between the Phe7 and Iso and between the Phe7 and Trp106 residues were remarkably different between the MDS- and NMR-derived DvFBP structures. Distribution of the torsion angles around the covalent bonds in the aliphatic chain of FMN was similar in the MDS- and NMR-derived structures, except for those around the C1′–C2′ and C5′–O5′ bonds. Hydrogen bond formation between IsoO2 and the Gly49 or Gly50 peptide NH was formed in both the NMR- and MDS-derived structures. Overall, the MDS-derived structures were found to be considerably different from the NMR-derived structures, which must be considered when the photoinduced electron transfer in flavoproteins is analysed with MDS-derived structures.     

Exploring the mechanism of a regulatory SNP of KLK3 by molecular dynamics simulation

The SNP -158G>A of KLK3 has been validated as a regulatory SNP (rSNP) by molecular biology assays, but the mechanism of how it affects the binding of an androgen receptor (AR) homodimer with DNA is unclear. In the current study, molecular dynamics simulation was adopted to explain its inner cause. Based on a recent review), three types of intermolecular forces were analyzed, and the differences among them were compared between complexes containing -158 A:T and -158 G:C. Extra hydrophobic contacts caused by the methyl group on the mutated thymine were the most crucial factor to the regulatory effect of this rSNP. Further analysis concerning the relative motion of the two recognition helixes of the AR homodimer indicated that the hydrophobic interactions between the recognition helix B and the major groove containing -158 A:T changed that helix’s motion greatly from swaying in a plane at free state to vibrating slightly around an equilibrium position. A relatively full explanation on the occurrence of rSNP -158G>A is presented here.     

Kinetics, in silico docking, molecular dynamics, and MM-GBSA binding studies on prototype indirubins, KT5720, and staurosporine as phosphorylase kinase ATP-binding site inhibitors: the role of water molecules examined

With an aim toward glycogenolysis control in Type 2 diabetes, we have investigated via kinetic experiments and computation the potential of indirubin (IC?? > 50 μM), indirubin-3'-oxime (IC?? = 144 nM), KT5720 (K(i) = 18.4 nM) and staurosporine (K(i) = 0.37 nM) as phosphorylase kinase (PhKγtrnc) ATP-binding site inhibitors, with the latter two revealed as potent inhibitors in the low nM range. Because of lack of structural information, we have exploited information from homologous kinase complexes to direct in silico calculations (docking, molecular dynamics, and MMGBSA) to predict the binding characteristics of the four ligands. All inhibitors are predicted to bind in the same active site area as the ATP adenine ring, with binding dominated by hinge region hydrogen bonds to Asp104:O and Met106:O (all four ligands) and also Met106:NH (for the indirubins). The PhKγtrnc-staurosporine complex has the greatest number of receptor-ligand hydrogen bonds, while for the indirubin-3'-oxime and KT5720 complexes there is an important network of interchanging water molecules bridging inhibitor-enzyme contacts. The MM-GBSA results revealed the source of staurosporine's low nM potency to be favorable electrostatic interactions, while KT5720 has strong van der Waals contributions. KT5720 interacts with the greatest number of protein residues either by direct or 1-water bridged hydrogen bond interactions, and the potential for more selective PhK inhibition based on a KT5720 analogue has been established. Including receptor flexibility in Schr?dinger induced-fit docking calculations in most cases correctly predicted the binding modes as compared with the molecular dynamics structures; the algorithm was less effective when there were key structural waters bridging receptor-ligand contacts.     

Investigation of the role of disulphide bond in modulating internal motions of BmK AGAP protein by molecular dynamics simulation

Elucidating structural determinants in the functional regions of toxins can provide useful knowledge for designing novel analgesic peptides. A series of 100 ns MD simulations were performed on the scorpion toxin BmK AGAP in native and disulphide bond broken states. The comparison of disulphide bond broken states with the native state showed the α-helix was found to be the key to the analgesic activity. Furthermore, our results revealed disulphide bonds have considerable influence on the functionally important essential modes of motions and the correlations between the motions of the Core domain and the C-terminal region which are involved in the analgesic activity. Therefore, we can conclude that disulphide bonds have a crucial role in modulating the function via adjusting the dynamics of scorpion toxin BmK AGAP molecule.     

Characterization of the outer membrane protein OprF of Pseudomonas aeruginosa in a lipopolysaccharide membrane by computer simulation

The N-terminal domain of outer membrane protein OprF of Pseudomonas aeruginosa forms a membrane spanning eight-stranded antiparallel beta-barrel domain that folds into a membrane channel with low conductance. The structure of this protein has been modeled after the crystal structure of the homologous protein OmpA of Escherichia coli. A number of molecular dynamics simulations have been carried out for the homology modeled structure of OprF in an explicit molecular model for the rough lipopolysaccharide (LPS) outer membrane of P. aeruginosa. The structural stability of the outer membrane model as a result of the strong electrostatic interactions compared with simple lipid bilayers is restricting both the conformational flexibility and the lateral diffusion of the porin in the membrane. Constricting side-chain interactions within the pore are similar to those found in reported simulations of the protein in a solvated lipid bilayer membrane. Because of the strong interactions between the loop regions of OprF and functional groups in the saccharide core of the LPS, the entrance to the channel from the extracellular space is widened compared with the lipid bilayer simulations in which the loops are extruding in the solvent. The specific electrostatic signature of the LPS membrane, which results in a net intrinsic dipole across the membrane, is found to be altered by the presence of OprF, resulting in a small electrically positive patch at the position of the channel.