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Molecular dynamics studies of a DNA-binding protein: 2. An evaluation of implicit and explicit solvent models for the molecular dynamics simulation of the Escherichia coli trp repressor.
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Although aqueous simulations with periodic boundary conditions more accurately describe protein dynamics than in vacuo simulations, these are computationally intensive for most proteins. Trp repressor dynamic simulations with a small water shell surrounding the starting model yield protein trajectories that are markedly improved over gas phase, yet computationally efficient. Explicit water in molecular dynamics simulations maintains surface exposure of protein hydrophilic atoms and burial of hydrophobic atoms by opposing the otherwise asymmetric protein-protein forces. This properly orients protein surface side chains, reduces protein fluctuations, and lowers the overall root mean square deviation from the crystal structure. For simulations with crystallographic waters only, a linear or sigmoidal distance-dependent dielectric yields a much better trajectory than does a constant dielectric model. As more water is added to the starting model, the differences between using distance-dependent and constant dielectric models becomes smaller, although the linear distance-dependent dielectric yields an average structure closer to the crystal structure than does a constant dielectric model. Multiplicative constants greater than one, for the linear distance-dependent dielectric simulations, produced trajectories that are progressively worse in describing trp repressor dynamics. Simulations of bovine pancreatic trypsin were used to ensure that the trp repressor results were not protein dependent and to explore the effect of the nonbonded cutoff on the distance-dependent and constant dielectric simulation models. The nonbonded cutoff markedly affected the constant but not distance-dependent dielectric bovine pancreatic trypsin inhibitor simulations. As with trp repressor, the distance-dependent dielectric model with a shell of water surrounding the protein produced a trajectory in better agreement with the crystal structure than a constant dielectric model, and the physical properties of the trajectory average structure, both with and without a nonbonded cutoff, were comparable. 相似文献
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FT-Raman and FT-IR spectra of the 7-aminoflavone have been recorded and analysed. The detailed interpretation of the vibrational spectra has been carried out with the aid of normal coordinate analysis following the scaled quantum mechanical force field methodology. The various intramolecular interactions that are responsible for stabilisation of the molecule were revealed by natural bond orbital analysis. The obtained vibrational wavenumbers and optimised geometric parameters were observed to be in good agreement with the experimental data. The carbonyl stretching vibrations have been lowered due to conjugation and hydrogen bonding in the molecules. 相似文献
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Systematic computational work for a series of 13 disaccharides was performed to provide an atomic-level insight of unique biochemical role of the alpha,alpha-(1-->1)-linked glucopyranoside dimer over the other glycosidically linked sugars. Superior osmotic and cryoprotective abilities of trehalose were explained on the basis of conformational and hydration characteristics of the trehalose molecule. Analyses of the hydration number and radial distribution function of solvent water molecules showed that there was very little hydration adjacent to the glycosidic oxygen of trehalose and that the dynamic conformation of trehalose was less flexible than any of the other sugars due to this anisotropic hydration. The remarkable conformational rigidity that allowed trehalose to act as a sugar template was required for stable interactions with hydrogen-bonded water molecules. Trehalose made an average of 2.8 long-lived hydrogen bonds per each MD step, which was much larger than the average of 2.1 for the other sugars. The stable hydrogen-bond network is derived from the formation of long-lived water bridges at the expense of decreasing the dynamics of the water molecules. Evidence for this dynamic reduction of water by trehalose was also established based on each of the lowest translational diffusion coefficients and the lowest intermolecular coulombic energy of the water molecules around trehalose. Overall results indicate that trehalose functions as a 'dynamic reducer' for solvent water molecules based on its anisotropic hydration and conformational rigidity, suggesting that macroscopic solvent properties could be modulated by changes in the type of glycosidic linkages in sugar molecules. 相似文献
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Nandu Gopan 《Molecular simulation》2013,39(3):179-188
Conventional macroscopic jet theory relies heavily on experimental correlations which cannot be easily extended to the nanoscale regime. Moreover, the fluid dynamic effects at small length scales and their contribution to the development of nanoscale liquid structures are fundamentally different from their macroscopic counterparts. This coupled with the high spatial and temporal resolution requirements at nanoscale domains make molecular dynamics (MD) an excellent tool for studying such structures. In this study, the formation and breakup of nanojets (NJs) developing from high pressure into vacuum is investigated using MD based on non-Hamiltonian formulations. By ejecting the equilibrated argon atoms through various nozzle geometries and diameters, nanoscale jet flows were generated. The dependence of the jet structure on nozzle geometry and diameter is studied. The influence of geometry on NJ formation is also studied along with issues involved in the equilibration and thermostat coupling parameter. Various thermostats are compared to understand the role they play in MD simulations of liquid nanostructures. Tuning of the thermostat coupling parameter has also been discussed. The jet breakup phenomenon is analysed and a comparative study, vis-à-vis, well-established continuum and stochastic models, is attempted. 相似文献
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AbstractCasein kinase 2 (CK2) is extremely preserved and universally uttered serine/threonine kinase, vital for cellular feasibility. The present study aimed to analyse the binding strength of CK2 ligands specifically in the hinge region, as it is aware that most of the existing drugs are targeted to bind the hinge of the corresponding protein. The analysis will give a clear picture about the role of hinge region with ligand, which will be useful for scientist community in drug designing. To predict the binding strength of CK2 ligands, the role of halogen bond, hydrogen bond interaction at the hinge region was depicted in detail through interaction energy calculations at M062Z/def2-QZVP level of theory. Highest occupied molecular orbital (HOMO) map plotted for CK2 ligands gives a clear pictorial representation of orbitals, which induce for interaction. Ligand properties discussed in detail through Lipinski’s five rules predict that almost all the ligands satisfy the rule, except 3KXG, which violates Lipinski’s two rules, i.e. molecular mass exceeds 500?Da, i.e. 512.61?Da, and Log P value is high of 5.09. The natural bond orbital analysis deliberates that the hydrogen/halogen bonds figuring out within the complexes are observed to have moderate stabilization energy, but those hydrogen/halogen bonds that exist with close contacts have high stabilization energy. Overall, this computational work will give an understandable depiction for modelling anticancer ligands along the hinge region in CK2 protein; also, it will give a new path for the choice of side chains on the ligand.Communicated by Ramaswamy H. Sarma 相似文献
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Mohsin Y. Lone Anu Manhas Mohd. Athar 《Journal of biomolecular structure & dynamics》2018,36(11):2951-2965
In the present work, multiple pharmacophore-based virtual screening of the SPECS natural product database was carried out to identify novel inhibitors of the validated biological target, InhA. The pharmacophore models were built from the five different groups of the co-crystallized ligands present within the active site. The generated models with the same features from each group were pooled and subjected to the test set validation, receiver–operator characteristic analysis and Güner–Henry studies. A set of five hypotheses with sensitivity > 0.5, specificity > 0.5, area under curve (AUC) > 0.7, and goodness of hit score > 0.7 were retrieved and exploited for the virtual screening. The common hits (87 molecules) obtained from these hypotheses were processed via drug-likeness filters. The filtered molecules (27 molecules) were compared for the binding modes and the top scored molecules (12 molecules) along with the reference (triclosan (TCL), docking score = ?11.65 kcal/mol) were rescored and reprioritized via molecular mechanics-generalized Born surface area approach. Eventually, the stability of reprioritized (10 molecules) docked complexes was scrutinized via molecular dynamics simulations. Moreover, the quantum chemical studies of the dynamically stable compounds (9 molecules) were performed to understand structural features essential for the activity. Overall, the protocol resulted in the recognition of nine lead compounds that can be targeted against InhA. 相似文献
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Calucci L Forte C Galleschi L Geppi M Ghiringhelli S 《International journal of biological macromolecules》2003,32(3-5):179-189
The effect of hydration on the molecular dynamics of soft wheat gluten was investigated by solid state NMR. For this purpose, we recorded static and MAS 1H spectra and SPE, CP, and other selective 13C spectra under MAS and dipolar decoupling conditions on samples of dry and H2O and D2O hydrated gluten. Measurements of carbon-proton CP times and several relaxation times (proton T1, T1ρ and T2, and carbon T1) were also performed. The combination of these techniques allowed both site-specific and domain-averaged motional information to be obtained in different characteristic frequency ranges. Domains with different structural and dynamic behaviour were identified and the changes induced by hydration on the dynamics of different domains could be monitored. The proton spin diffusion process was exploited to get information on the degree of mixing among different gluten domains. The results are consistent with the “loop and train” model proposed for hydrated gluten. 相似文献
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Cui Wei Liang Desheng Gao Jian Luo Fang Geng Lingling Ji Mingjuan 《Journal of molecular modeling》2013,19(3):1167-1177
The aminobenzo[a]quinolizines were investigated as a novel class of DPP-IV inhibitors. The stereochemistry of this class plays an important role in the bioactivity. In this study, the mechanisms of how different configuration of three chiral centers of this class influences the binding affinity were investigated by molecular dynamics simulations, free energy decomposition analysis. The S configuration for chiral center 3* is decisive for isomers to maintain high bioactivity; the chirality effect of chiral center 2* on the binding affinity is largely dependent, while the S configuration for chiral center 2* is preferable to R configuration for the bioactivity gain; the effect of chiral center 11b* on the binding affinity is insignificant. The chirality specificity for three chiral centers is responsible for distinction of two van der Waals contacts with Tyr547 and Phe357, and of H-bonding interactions with Arg125 and Glu206. Particularly, the Arg125 to act as a bridge in the H-bonding network contributes to stable H-bonding interactions of isomer in DPP-IV active site. Figure
The S configuration for chiral center 3* is decisive for high bioactivity; the chirality effect of chiral center 2* on binding affinity is largely dependent, while the S configuration for 2* is preferable to R for bioactivity gain; the chirality specificity for chiral center 11b* to binding affinity is insignificant. 相似文献
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Evidence from nitrogen-15 and solvent deuterium isotope effects on the chemical mechanism of adenosine deaminase 总被引:1,自引:0,他引:1
We have determined 15N isotope effects and solvent deuterium isotope effects for adenosine deaminase using both adenosine and the slow alternate substrate 7,8-dihydro-8-oxoadenosine. With adenosine, 15N isotope effects were 1.0040 in H2O and 1.0023 in D2O, and the solvent deuterium isotope effect was 0.77. With 7,8-dihydro-8-oxoadenosine, 15N isotope effects were 1.015 in H2O and 1.0131 in D2O, and the solvent deuterium isotope effect was 0.45. The inverse solvent deuterium isotope effect shows that the fractionation factor of a proton, which is originally less than 0.6, increases to near unity during formation of the tetrahedral intermediate from which ammonia is released. Proton inventories for 1/V and 1/(V/K) vs percent D2O are linear, indicating that a single proton has its fractionation factor altered during the reaction. We conclude that a sulfhydryl group on the enzyme donates its proton to oxygen or nitrogen during this step. pH profiles with 7,8-dihydro-8-oxoadenosine suggest that the pK of this sulfhydryl group is 8.45. The inhibition of adenosine deaminase by cadmium also shows a pK of approximately 9 from the pKi profile. Quantitative analysis of the isotope effects suggests an intrinsic 15N isotope effect for the release of ammonia from the tetrahedral intermediate of approximately 1.03 for both substrates; however, the partition ratio of this intermediate for release of ammonia as opposed to back-reaction is 14 times greater for adenosine (1.4) than for 7,8-dihydro-8-oxoadenosine (0.1).(ABSTRACT TRUNCATED AT 250 WORDS) 相似文献
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Molecular modeling and dynamics studies of purine nucleoside phosphorylase from Bacteroides fragilis
Ivani Pauli Luis Fernando Saraiva Macedo Timmers Rafael Andrade Caceres Luiz Augusto Basso Diógenes Santiago Santos Walter Filgueira de Azevedo Jr. 《Journal of molecular modeling》2009,15(8):913-922
Purine nucleoside phosphorylase (PNP) catalyzes the reversible phosphorolysis of N-ribosidic bonds of purine nucleosides and deoxynucleosides, except adenosine, to generate ribose 1-phosphate and the purine
base. This work describes for the first time a structural model of PNP from Bacteroides fragilis (Bf). We modeled the complexes of BfPNP with six different ligands in order to determine the structural basis for specificity of these ligands against BfPNP. Comparative analysis of the model of BfPNP and the structure of HsPNP allowed identification of structural features responsible for differences in the computationally determined ligand affinities.
The molecular dynamics (MD) simulation was assessed to evaluate the overall stability of the BfPNP model. The superposition of the final onto the initial minimized structure shows that there are no major conformational
changes from the initial model, which is consistent with the relatively low root mean square deviation (RMSD). The results
indicate that the structure of the model was stable during MD, and does not exhibit loosely structured loop regions or domain
terminals. 相似文献
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Kaszuba K Róg T Danne R Canning P Fülöp V Juhász T Szeltner Z St Pierre JF García-Horsman A Männistö PT Karttunen M Hokkanen J Bunker A 《Biochimie》2012,94(6):1398-1411
Altered prolyl oligopeptidase (PREP) activity is found in many common neurological and other genetic disorders, and in some cases PREP inhibition may be a promising treatment. The active site of PREP resides in an internal cavity; in addition to the direct interaction between active site and substrate or inhibitor, the pathway to reach the active site (the gating mechanism) must be understood for more rational inhibitor design and understanding PREP function. The gating mechanism of PREP has been investigated through molecular dynamics (MD) simulation combined with crystallographic and mutagenesis studies. The MD results indicate the inter-domain loop structure, comprised of 3 loops at residues, 189-209 (loop A), 577-608 (loop B), and 636-646 (loop C) (porcine PREP numbering), are important components of the gating mechanism. The results from enzyme kinetics of PREP variants also support this hypothesis: When loop A is (1) locked to loop B through a disulphide bridge, all enzyme activity is halted, (2) nicked, enzyme activity is increased, and (3) removed, enzyme activity is only reduced. Limited proteolysis study also supports the hypothesis of a loop A driven gating mechanism. The MD results show a stable network of H-bonds that hold the two protein domains together. Crystallographic study indicates that a set of known PREP inhibitors inhabit a common binding conformation, and this H-bond network is not significantly altered. Thus the domain separation, seen to occur in lower taxa, is not involved in the gating mechanism for mammalian PREP. In two of the MD simulations we observed a conformational change that involved the breaking of the H-bond network holding loops A and B together. We also found that this network was more stable when the active site was occupied, thus decreasing the likelihood of this transition. 相似文献
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E. Srinivasan S. Ravikumar S. Venkataramanan Rituraj Purohit 《Molecular simulation》2013,39(18):1538-1548
ABSTRACTFormation of insoluble toxic aggregates by hIAPP polypeptide is found to be a core component for disease pathogenicity of patients suffering from type II diabetes. Naturally occurring polyphenols that possess anti-aggregation property are being majorly studied in the current scenario for treating various conformational diseases. Herein, we study the disaggregation mechanism of naturally occurring polyphenol baicalein, obtained from the roots of S. baicalensis and Indian trumpet flower on hIAPP dimer using quantum chemical calculation and discrete molecular dynamics. Our study reported that a drastic loss in the secondary structural propensity of hIAPP was seen upon binding of baicalein. Notably, the hydrophobic core and the phenolic groups present in the ends of baicalein molecule play a key role in inhibiting the aggregates formed upon binding to the amyloidogenic core region of hIAPP. Thus, our study provides a comprehensive understanding over the disaggregation effect of baicalein on hIAPP dimer from a computational point of view and thereby bridging the gap for future therapeutic strategy in designing the anti-aggregation compounds that inhibit hIAPP amyloids. 相似文献
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Measurements were made of the water proton relaxation rate (T?12 = R2), electron spin resonance (ESR) six-line signal of ‘free’ Mn2+, and O2-evolution activity in thylakoid membranes from pea leaves. The main results are: (1) Aging of thylakoids at 35°C causes a parallel decrease in O2-evolution activity, in R2 and in the content of bound Mn, suggesting that R2 may be related to the loosely bound Mn involved in O2 evolution. (2) Treatment of thylakoids with tetraphenylboron (TPB) at [TPB] > 2 mM produces a 2-fold increase in R2, without release of Mn2+. The titration curve exhibits three sharp end points. The first end point occurs at a of 1.25, at which the O2 evolution is completely inhibited. (3) Treatment of thylakoids with NH2OH also increases R2 by nearly 2-fold, either by the reduction of the higher oxidation states of Mn to Mn2+ and / or by exposing the Mn to solvent protons. Also, progressive release of bound Mn occurs at [NH2OH] ≥ 1 mM as shown by an increase increase in the Mn2+ ESR signal and a decrease in R2. (4) Addition of H2O2 (0.1–1.0%) to thylakoids causes an enhancement of R2 similar to that by NH2OH, but without the release of Mn2+. (5) Heat treatment of thylakoids at 40–50°C releases Mn2+ and increases R2. Conversely, pH values of 7 to 4 release Mn2+ without changing R2 while pH values of 7–9 increase R2 without releasing Mn2+. Thus, both high and low pH values as well as the heat treatment cause structural changes enhancing the relaxivity of the bound Mn or of other paramagnetic species. 相似文献
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Sarkkarai Raja Singh Subash Prakash Gurusamy Muneeswaran Seenivasan Rajesh Kaliappan Muthukumar Veerapandy Vasu 《Molecular simulation》2013,39(6):459-467
Protein tyrosine nitration is well-established post-translational modification occurring in a number of diseases, viz. neurodegenerative, cardiovascular diseases, ageing, etc. Tyrosine-67 (Tyr-67) nitration of cytochrome c (cyt c) was observed under oxidative stress affecting its structure and electron transfer properties. Hence, in this study, molecular dynamics (MD) simulations were carried out at room temperature to investigate the structural and conformational changes in the nitrated cyt c's. MD results revealed that the bond between FE (Heme-105) and S (Met-80) considerably weakened, radius of gyration, backbone and Cα root-mean-square deviations decreased and hydrogen bonding increased in the nitrated cyt c's relative to wild type (WT) cyt c. Ramachandran plot analysis revealed that N- and C-terminal helices also affected by nitration at CE2 carbon atom. Furthermore, essential dynamics analysis showed that amplitude of concerted motion decreased in the nitrated cyt c's, perhaps due to the increase in the hydrogen bonding interaction. Taken together, the structural and conformational changes in the active site Tyr-67 nitrated cyt c may have implications in the loss of electron/proton transfer and gain of apoptotic properties. 相似文献
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Molecular dynamics simulation was used to study a colloidal suspension with explicit solvent to determine how inclusion of the solvent affects the structure and dynamics of the system. The solute was modelled as a hard-core particle enclosed in a Weeks–Chandler–Andersen (WCA) potential shell, while the solvent was modelled as a simple WCA fluid. We found that when the solute–solvent interaction included a hard core equal to half of the solute hard-core diameter, large depletion effects arose, leading to an effective attraction and large deviations from hard-sphere structure for the colloidal component. It was found that these effects could be eliminated by reducing the hard-core distance parameter in the solute–solvent interaction, thus allowing the solvent to penetrate closer to the colloidal particles. Three different values for the solute–solvent hard-core parameter were systematically studied by comparing the static structure factor and radial distribution function to the predictions of the Percus–Yevick theory for hard spheres. When the optimal value of the solute–solvent hard-core interaction parameter was found, this model was then used to study the dynamical behaviour of the colloidal suspension. This was done by first measuring the velocity autocorrelation function (VACF) over a large range of packing fractions. We found that this model predicted the sign of the long-time tail in the VACF in agreement with experimental values, something that single component hard-sphere systems have failed to do. The intermediate scattering functions at low wavevector were briefly studied to determine their behaviour in a dilute system. It was found that they could be modelled using a simple diffusion equation with a wavevector independent diffusion coefficient, making this model an excellent analogue of experimentally studied hard-sphere colloids. 相似文献
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Adriamycin is an anthracycline anticancer drug used widely for solid tumors in spite of its adverse side effects. The solution structure of 2:1 adriamycin-d-(CGATCG)(2) complex has been studied by restrained molecular dynamics simulations. The restraint data set consists of several intramolecular and intermolecular nuclear Overhauser enhancement cross-peaks obtained from two-dimensional nuclear magnetic resonance spectroscopy data. The drug is found to intercalate between CG and GC base pairs at two d-CpG sites. The drug-DNA complex is stabilized via specific hydrogen bonding and van der Waal's interactions involving 4OCH(3), O5, 6OH, and NH(3)(+) moiety of daunosamine sugar, and rings A protons. The O-glycosidic bond C7-O7-C1'-C2' lies in the range 138 degrees -160 degrees during the course of simulations. The O6-H6...O5 hydrogen bond is stable while O11-H11...O12 hydrogen bond is not favored. The intercalating base pairs are buckled and minor groove is wider in the complex. The phosphate on one strand at intercalation site C1pG2 is in B(I) conformation and the phosphates directly lying on opposite strand is in B(II) conformation. The phosphorus on adjacent site G2pA3 is in B(II) conformation and hence a distinct pattern of B(I) and B(II) conformations is induced and stabilized. The role of various functional groups by which the molecular action is mediated has been discussed and correlated to the available biochemical evidence. 相似文献