Glycan binding and specificity of viral influenza neuraminidases by classical molecular dynamics and replica exchange molecular dynamics simulations

Two important glycoproteins on the influenza virus membrane, hemagglutinin (HA) and neuraminidase (NA), are relevant to virus replication. As previously reported, HA has a substrate specificity towards SIA-2,3-GAL-1,4-NAG (3SL) and SIA-2,6-GAL-1,4-NAG (6SL) glycans, while NA can cleave both types of linkages. However, the substrate binding into NA and its preference are not well understood. In this work, the glycan binding and specificity of human and avian NAs were evaluated by classical molecular dynamics (MD) simulations, whilst the conformational diversity of 3SL avian and 6SL human glycans in an unbound state was investigated by replica exchange MD simulations. The results indicated that the 3SL avian receptor fits well in the binding cavity of all NAs and does not require a conformational change for such binding compared to the flexible shape of the 6SL human receptor. From the QM/MM-GBSA binding free energy and decomposition free energy data, 6SL showed a much stronger binding towards human NAs (H1N1, H2N2 and H3N2) than to avian NAs (H5N1 and H7N9). This suggests that influenza NAs have a substrate specificity corresponding to their HA, indicating the functional balance between the two important glycoproteins. Both linkages show distinct glycan topologies when complexed with NAs, while the flexibility of torsion angles between GAL and NAG in 6SL results in the various shapes of glycan and different binding patterns. Lower conformational diversities of both glycans when bound to NA compared to the unbound state were found, and were required in order to be accommodated within the NA cavity.

Communicated by Ramaswamy H. Sarma     

Molecular Dynamics Analysis of Chymosin in Solution and in a Crystalline Environment

The method of molecular dynamics in explicit solvent was applied to test the hypothesis of the existence of a self-inhibited form of chymosin in solution. The paths and energies were calculated for chymosin in solution and in a crystalline environment. The modeling revealed that the intermolecular contacts of chymosin in crystal have negligible influence on the energy stabilization of its self-inhibited conformation. On the other hand, upon molecular dynamics simulation of the active and self-inhibited forms in solution their conformational energies proved to be quite close and the potential barrier between them relatively low. All this supports the possibility of chymosin to adopt spontaneously the self-inhibited conformation in solution, and indicates that it is one of the really existing enzyme forms rather than a crystal packing artifact. The results obtained open novel approaches to studying the specificity of chymosin as well as other aspartic proteinases.     

Molecular modeling,dynamics, and an insight into the structural inhibition of cofactor independent phosphoglycerate mutase isoform 1 from Wuchereria bancrofti using cheminformatics and mutational studies

Phosphoglycerate mutase catalyzes the interconversion between 2-phosphoglycerate and 3-phosphoglycerate in the glycolytic and gluconeogenic pathways. They exist in two unrelated forms, that is either cofactor (2,3-diphosphoglycerate) dependent or cofactor-independent. These two enzymes have no similarity in amino acid sequence, tertiary structure, and in catalytic mechanism. Wuchereria bancrofti (WB) contains the cofactor-independent form, whereas other organisms can possess the dependent form or both. Since, independent phosphoglycerate mutase (iPGM) is an essential gene for the survival of nematodes, and it has no sequence or structural similarity to the cofactor-dependent phosphoglycerate mutase found in mammals, it represents an attractive drug target for the filarial nematodes. In this current study, a putative cofactor-iPGM gene was identified in the protein sequence of the WB. In the absence of crystal structure, a three-dimensional structure was determined using the homology modeling approximation, and the most stable protein conformation was identified through the molecular dynamics simulation studies, using GROMACS 4.5. Further, the functional or characteristic residues were identified through the sequence analysis, potential inhibitors were short-listed and validated, and potential inhibitors were ranked using the cheminformatics and molecular dynamics simulations studies, Prime MM-GBSA approach, respectively.     

Refined homology model of cytochrome bcc complex B subunit for virtual screening of potential anti-tuberculosis agents

Abstract

Cytochrome bcc complex is important for ATP synthesis and cellular activity, as a crucial step in the terminal reduction of oxygen in aerobic electron transport chains. The b subunit of cytochrome bcc complex (QcrB) has been reported as a promising anti-tuberculosis target, with many novel anti-tuberculosis scaffolds reported. However, the 3D structure of mycobacterium tuberculosis (M. tuberculosis) QcrB has not been released, making it hard to understand the interactions between QcrB and its inhibitors as well as to develop novel anti-tuberculosis scaffolds. Herein we built the optimal homology model of M. tuberculosis QcrB using the M. smegmatis QcrB structure as template, which was refined through all-atom molecular dynamics simulation. Then, the binding modes of known inhibitors were predicted through molecular docking method, along with molecular dynamics simulation and binding free energy calculation to verify the accuracy of docking results and stability of the protein-inhibitor complexes. The informative key residues within QcrB site enabled us to perform structure-based virtual library screening to obtain potential M. tuberculosis QcrB inhibitors, which were validated through molecular dynamics simulation and MM-GBSA calculation and analyzed through pharmacokinetic properties prediction. Our research would provide a deeper insight into the interactions between M. tuberculosis QcrB and its inhibitors, which boosts to develop novel therapy against tuberculosis.

Communicated by Ramaswamy H. Sarma     

Molecular dynamics investigations of structural and functional changes in Bcl-2 induced by the novel antagonist BDA-366

Apoptosis is a fundamental biological phenomenon, in which anti- or proapoptotic proteins of the Bcl-2 family regulate a committed step. Overexpression of Bcl-2, the prototypical antiapoptotic protein in this family, is associated with therapy resistance in various human cancers. Accordingly, Bcl-2 inhibitors intended for cancer therapy have been developed, typically against the BH3 domain. Recent experimental evidences have shown that the antiapoptotic function of Bcl-2 is not immutable, and that BDA-366, a novel antagonist of the BH4 domain, converts Bcl-2 from a survival molecule to an inducer of cell death. In this study, the underlying mechanisms of this functional conversion were investigated by accelerated molecular dynamics simulation. Results revealed that Pro127 and Trp30 in the BH4 domain rotate to stabilize BDA-366 via π-π interactions, and trigger a series of significant conformational changes of the α3 helix. This rearrangement blocks the hydrophobic binding site (HBS) in the BH3 domain and further prevents binding of BH3-only proteins, which consequently allows the BH3-only proteins to activate the proapoptotic proteins. Analysis of binding free energy confirmed that BDA-366 cross-inhibits BH3-only proteins, implying negative cooperative effects across separate binding sites. The newly identified blocked conformation of the HBS along with the open to closed transition pathway revealed by this study advances the understanding of the Bcl-2 transition from antiapoptotic to proapoptotic function, and yielded new structural insights for novel drug design against the BH4 domain.

Communicated by Ramaswamy H. Sarma     

Exploring stereochemical specificity of phosphotriesterase by MM-PBSA and MM-GBSA calculation and steered molecular dynamics simulation

Wild-type phosphotriesterase (PTE) prefers the S_P-enantiomers over the corresponding R_P-enantiomers by factors ranging from 10 to 90. To satisfy the binding modes of the PTE of S_P- and R_P-enantiomers, all-atom molecular dynamics simulations were carried out on two paraoxon S_P and R_P derivatives, namely, S_p-1 and R_p-1. Molecular mechanics Poisson–Boltzmann surface area and molecular mechanics generalized Born surface area (MM-PBSA and MM-GBSA) calculations indicated that His230 in S_p-1-PTE had a closer interaction with the substrate than that in R_p-1-PTE and that such interaction increased the catalytic efficiency of PTE for S_p-1. The steered molecular dynamics simulation indicated that, compared with S_p-1, R_p-1 in the unbinding (binding) may hinder some residue displacement, thus requiring more effort to escape the binding pocket of PTE. In addition, Trp131, Phe306, and Tyr309 are deemed important residues for the S_p-1 unbinding pathway via PTE, whereas Tyr309 alone is considered an important residue for the R_p-1 unbinding pathway. These results demonstrate the possibility of dramatically altering the stereoselectivity and overall reactivity of the native enzyme toward chiral substrates by modifying specific residues located within the active site of PTE.     

Role of sequence evolution and conformational dynamics in the substrate specificity and oligomerization mode of thymidylate kinases

Thymidylate kinase (TMK) is a key enzyme for the synthesis of DNA, making it an important target for the development of anticancer, antibacterial, and antiparasitic drugs. TMK homologs exhibit significant variations in sequence, residue conformation, substrate specificity, and oligomerization mode. However, the influence of sequence evolution and conformational dynamics on its quaternary structure and function has not been studied before. Based on extensive sequence and structure analyses, our study detected several non-conserved residues which are linked by co-evolution and are implicated in the observed variations in flexibility, oligomeric assembly, and substrate specificity among the homologs. These lead to differences in the pattern of interactions at the active site in TMKs of different specificity. The method was further tested on TMK from Sulfolobus tokodaii (StTMK) which has substantial differences in sequence and structure compared to other TMKs. Our analyses pointed to a more flexible dTMP-binding site in StTMK compared to the other homologs. Binding assays proved that the protein can accommodate both purine and pyrimidine nucleotides at the dTMP binding site with comparable affinity. Additionally, the residues responsible for the narrow specificity of Brugia malayi TMK, whose three-dimensional structure is unavailable, were detected. Our study provides a residue-level understanding of the differences observed among TMK homologs in previous experiments. It also illustrates the correlation among sequence evolution, conformational dynamics, oligomerization mode, and substrate recognition in TMKs and detects co-evolving residues that affect binding, which should be taken into account while designing novel inhibitors.     

Exploration of potential RSK2 inhibitors by pharmacophore modelling,structure-based 3D-QSAR,molecular docking study and molecular dynamics simulation

Abstract

The p90 ribosomal s6 kinase 2 (RSK2) is a promising target because of its over expression and activation in human cancer cells and tissues. Over the last few years, significant efforts have been made in order to develop RSK2 inhibitors to treat myeloma, prostatic cancer, skin cancer and etc., but with limited success so far. In this paper, pharmacophore modelling, molecular docking study and molecular dynamics (MD) simulation have been performed to explore the novel inhibitors of RSK2. Pharmacophore models were developed by 95 molecules having pIC₅₀ ranging from 4.577 to 9.000. The pharmacophore model includes one hydrogen bond acceptor (A), one hydrogen bond donor (D), one hydrophobic feature (H) and one aromatic ring (R). It is the best pharmacophore hypothesis that has the highest correlation coefficient (R² = 0.91) and cross validation coefficient (Q² = 0.71) at 5 component PLS factor. It was evaluated using enrichment analysis and the best model was used for virtual screening. The constraints used in this study were docking score, ADME properties, binding free energy estimates and IFD Score to screen the database. Ultimately, 12 hits were identified as potent and novel RSK2 inhibitors. A 15 ns molecular dynamics (MD) simulation was further employed to validate the reliability of the docking results.     

HIV-1跨膜蛋白gp41与N-取代吡咯衍生物的结合模式研究

采用分子对接,分子动力学(MD)模拟和分子力学/泊松-波尔兹曼溶剂可有面积方法与分子力学/广义伯恩溶剂可及面积方法(MM-PBSA/MM-GBSA),预测两种N-取代吡咯衍生物与HIV-1 跨膜蛋白gp41疏水口袋的结合模式与作用机理．分子对接采用多种受体构象,并从结果中选取几种可能的结合模式进行MD 模拟,然后通过MM-PBSA计算结合能的方法识别最优的结合模式. MM-PBSA计算结果表明,范德华相互作用是结合的主要驱动力,而极性相互作用决定了配体在结合过程中的取向．进一步的结合能分解显示,配体的羧基与gp41残基Arg579的静电相互作用对结合有重要贡献．上述工作为进一步优化N-取代吡咯衍生物类的HIV-1融合抑制剂建立了良好的理论基础．     

Exploration of subsite binding specificity of human cathepsin D through kinetics and rule-based molecular modeling.

The family of aspartic proteinases includes several human enzymes that may play roles in both physiological and pathophysiological processes. The human lysosomal aspartic proteinase cathepsin D is thought to function in the normal degradation of intracellular and endocytosed proteins but has also emerged as a prognostic indicator of breast tumor invasiveness. Presented here are results from a continuing effort to elucidate the factors that contribute to specificity of ligand binding at individual subsites within the cathepsin D active site. The synthetic peptide Lys-Pro-Ile-Glu-Phe*Nph-Arg-Leu has proven to be an excellent chromogenic substrate for cathepsin D yielding a value of kcat/Km = 0.92 x 10(-6) s-1 M-1 for enzyme isolated from human placenta. In contrast, the peptide Lys-Pro-Ala-Lys-Phe*Nph-Arg-Leu and all derivatives with Ala-Lys in the P3-P2 positions are either not cleaved at all or cleaved with extremely poor efficiency. To explore the binding requirements of the S3 and S2 subsites of cathepsin D, a series of synthetic peptides was prepared with systematic replacements at the P2 position fixing either Ile or Ala in P3. Kinetic parameters were determined using both human placenta cathepsin D and recombinant human fibroblast cathepsin D expressed in Escherichia coli. A rule-based structural model of human cathepsin D, constructed on the basis of known three-dimensional structures of other aspartic proteinases, was utilized in an effort to rationalize the observed substrate selectivity.     

Molecular insights of benzodipyrazole as CDK2 inhibitors: combined molecular docking,molecular dynamics,and 3D QSAR studies

Abstract

Benzodipyrazoles have been previously evaluated for their in vitro CDK2 inhibitory activity. In the current investigation, we identified a six-feature common pharmacophore model (AADDRR.33) which is predicted to be responsible for CDK2 inhibition. An efficient 3D QSAR (r^2?=?0.98 and q^2?=?0.82) model was also constructed by employing PLS regression analysis. From the molecular docking studies, we examined the binding patterns of compound 7aa with the target protein and also calculated the binding energy using MM-GBSA calculations. Three hydrogen bonds with Lys 33, Glu 81, and Leu 83 are conserved even after 1000?ps run in a molecular dynamics simulation. We identified the slight displacement in bond lengths and the conformational changes occurred during the dynamics. The results also elucidated the protein residue–ligand interaction fractions which clearly explained the involvement of non-H-bond interactions.