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Homology models of the cannabinoid CB1 and CB2 receptors. A docking analysis study.

The 3D models of both CB1 and CB2 human receptors have been established by homology modeling using as template the X-ray structure of bovine Rhodopsin (code pdb: 1F88) a G-protein-coupled receptor (GPCR). A recursive approach comprising sequence alignment and model building was used to build both models, followed by the refinement of non-conserved regions. The cannabinoid system has been studied by means of docking techniques, using the 3D models of both CB1 and CB2 and well known reference inverse agonist/antagonist compounds. An approach based on the flexibility of the structures has been used to model the receptor-ligand complexes. The structural effects of ligand binding were studied and analyzed on the basis of hydrogen bond interactions, and binding energy calculations. Potential interaction sites of the receptor were determined from analysis of the difference accessible surface area (DASA) study of the protein with and without ligand.

Computer Simulation↗

Identification of a nucleotide binding site in HIV-1 integrase.

HIV-1 integrase is essential for viral replication and can be inhibited by antiviral nucleotides. Photoaffinity labeling with the 3'-azido-3'-deoxythymidine (AZT) analog 3',5-diazido-2', 3'-dideoxyuridine 5'-monophosphate (5N3-AZTMP) and proteolytic mapping identified the amino acid 153-167 region of integrase as the site of photocrosslinking. Docking of 5N3-AZTMP revealed the possibility for strong hydrogen bonds between the inhibitor and lysines 156, 159, and 160 of the enzyme. Mutation of these residues reduced photocrosslinking selectively. This report elucidates the binding site of a nucleotide inhibitor of HIV-1 integrase, and possibly a component of the enzyme polynucleotide binding site.

Affinity Labels↗

Integrin specificity of the cyclic Arg-Gly-Asp motif and its role in integrin-targeted gene transfer.

Targeted gene transfer, addressing the alphavbeta3 integrin by coupling the appropriate ligand, cRGD (S(2)-bridged cyclic Arg-Gly-Asp containing peptide) motif, on to a DNA condensing sequence was described as early as 1995 by Hart, Harbottle, Cooper, Miller, Williamson and Coutelle [(1995) Gene Ther. 2, 552-554]. Their work was followed by a series of publications, introducing the cRGD motif in polycationic DNA carriers, such as peptides, proteins and liposomes. Polyethylenimine and even adenoviruses were additionally ligated using the cRGD motif. 'Integrin specificity' has been determined from the significantly improved transfection efficiency compared with the DNA carriers with control ligands, mainly the cRGE (S(2)-bridged cyclic-Arg-Gly-Glu-containing peptide) motif. However, by observing the physicochemical appearance of the resulting complexes and their controls such as the poly(L-lysine)-DNA complexes carrying the cRGD and the cRGE motifs, we doubted the integrin-mediated specificity of the increased transfection efficiency. To clarify this contradiction, we investigated the suitability of the cRGD motif for targeted gene transfer. We proved the specificity of the RGD motif and its controls using computational docking procedures and molecular modelling methods. Since we were confident of the motifs used, we improved our transfection method. Since aggregation of the RGD-ligated poly(L-lysine)-DNA complexes under physiological conditions caused an enormous amount of unspecific cell uptake and transfection, a method had to be designed to exclude aggregation processes of the motif-polycation-DNA complexes. Small complex sizes are necessary for receptor-specific uptake. The complexes were therefore recharged using poly(vinyl sulphate). Inhibited aggregation of the targeted DNA carriers under physiological conditions is a necessary prerequisite for successful in vivo gene transfer.

Binding Sites↗

Proposed structural models of the prothrombinase (FXa-FVa) complex.

Activated coagulation factor V (FVa) functions as a cofactor to factor Xa (FXa) in the conversion of prothrombin (PT) to thrombin. This essential procoagulant reaction, despite being the subject of extensive investigation, is not fully understood structurally and functionally. To elucidate the structure of the FXa-FVa complex, we have performed protein:protein (Pr:Pr) docking simulation with the pseudo-Brownian Pr:Pr docking ICM package and with the shape-complementarity Pr:Pr docking program PPD. The docking runs were carried out using a new model of full-length human FVa and the X-ray structure of human FXa. Five representative models of the FXa-FVa complex were in overall agreement with some of the available experimental data, but only one model was found to be consistent with almost all of the reported experimental results. The use of hybrid docking approach (theoretical plus experimental) is definitively important to study such large macromolecular complexes. The FXa-FVa model we have created will be instrumental for further investigation of this macromolecular system and will guide future site directed mutagenesis experiments.

Factor Va↗

Homology modelling and binding site mapping of the human histamine H1 receptor.

Three-dimensional model of the human histamine H1 receptor was developed by homology modelling using the high resolution structure of bovine rhodopsin as template. Genetic algorithm based docking calculations were used to identify the role of several amino acids having an effect on agonist or antagonist binding. Binding mode analyses of mepyramine, desloratidine, loratidine and acrivastine allowed us to rationalise their binding affinity. Binding site mapping resulted in seven new potential aromatic interaction points (Tyr 108, Phe 184, Phe 190, Phe 199, Phe 424, Trp 428, Tyr 431), that took part in forming the lipophilic pocket of the antagonist binding cavity.

Algorithms↗

Structural mimicry of CD4 by a cross-reactive HIV-1 neutralizing antibody with CDR-H2 and H3 containing unique motifs.

Human immunodeficiency virus (HIV) entry into cells is initiated by the binding of its envelope glycoprotein (Env) gp120 to receptor CD4. Antibodies that bind to epitopes overlapping the CD4-binding site (CD4bs) on gp120 can prevent HIV entry by competing with cell-associated CD4; their ability to outcompete CD4 is a major determinant of their neutralizing potency and is proportional to their avidity. The breadth of neutralization and the likelihood of the emergence of antibody-resistant virus are critically dependent on the structure of their epitopes. Because CD4bs is highly conserved, it is reasonable to hypothesize that antibodies closely mimicking CD4 could exhibit relatively broad cross-reactivity and a high probability of preventing the emergence of resistant viruses. Previously, in a search for antibodies that mimic CD4 or the co-receptor, we identified and characterized a broadly cross-reactive HIV-neutralizing CD4bs human monoclonal antibody (hmAb), m18. Here, we describe the crystal structure of Fab m18 at 2.03 A resolution, which reveals unique conformations of heavy chain complementarity-determining regions (CDRs) 2 and 3 (H2 and H3). H2 is highly bulged and lacks cross-linking interstrand hydrogen bonds observed in all four canonical structures. H3 is 17.5 A long and rigid, forming an extended beta-sheet decorated with an alpha-turn motif bearing a phenylalanine-isoleucine fork at the apex. It shows striking similarity to the Ig CDR2-like C'C'' region of the CD4 first domain D1 that dominates the binding of CD4 to gp120. Docking simulations suggest significant similarity between the m18 epitope and the CD4bs on gp120. Fab m18 does not enhance binding of CD4-induced (CD4i) antibodies, nor does it induce CD4-independent fusion mediated by the HIV Env. Thus, vaccine immunogens based on the m18 epitope structure are unlikely to elicit antibodies that could enhance infection. The structure can also serve as a basis for the design of novel, highly efficient inhibitors of HIV entry.

Amino Acid Sequence↗

Unusual extra space at the active site and high activity for acetylated hydroxyproline of prolyl aminopeptidase from Serratia marcescens.

The prolyl aminopeptidase complexes of Ala-TBODA [2-alanyl-5-tert-butyl-(1, 3, 4)-oxadiazole] and Sar-TBODA [2-sarcosyl-5-tert-butyl-(1, 3, 4)-oxadiazole] were analyzed by X-ray crystallography at 2.4 angstroms resolution. Frames of alanine and sarcosine residues were well superimposed on each other in the pyrrolidine ring of proline residue, suggesting that Ala and Sar are recognized as parts of this ring of proline residue by the presence of a hydrophobic proline pocket at the active site. Interestingly, there was an unusual extra space at the bottom of the hydrophobic pocket where proline residue is fixed in the prolyl aminopeptidase. Moreover, 4-acetyloxyproline-betaNA (4-acetyloxyproline beta-naphthylamide) was a better substrate than Pro-betaNA. Computer docking simulation well supports the idea that the 4-acetyloxyl group of the substrate fitted into that space. Alanine scanning mutagenesis of Phe139, Tyr149, Tyr150, Phe236, and Cys271, consisting of the hydrophobic pocket, revealed that all of these five residues are involved significantly in the formation of the hydrophobic proline pocket for the substrate. Tyr149 and Cys271 may be important for the extra space and may orient the acetyl derivative of hydroxyproline to a preferable position for hydrolysis. These findings imply that the efficient degradation of collagen fragment may be achieved through an acetylation process by the bacteria.

Acetylation↗

Mining the NCI antiviral compounds for HIV-1 integrase inhibitors.

HIV-1 integrase (IN) is an essential enzyme for effective viral replication and is a validated target for the development of antiretroviral drugs. Currently, there are no approved drugs targeting this enzyme. In this study, we have identified 11 structurally diverse small-molecule inhibitors of IN. These compounds have been selected by mining the moderately active antiviral molecules from a collection of 90,000 compounds screened by the National Cancer Institute (NCI) Antiviral Program. These compounds, which were screened at the NCI during the past 20 years, resulted in approximately 4000 compounds labeled as 'moderately active.' In our study, chalcone 11 shows the most potent activity with an IC(50) of 2+/-1 microM against purified IN in the presence of both Mn(2+) and Mg(2+) as cofactors. Docking simulations using the 11 identified inhibitors as a training set have elucidated two unique binding areas within the active site: the first encompasses the conserved D64-D116-E152 motif, while the other involves the flexible loop region formed by amino acid residues 140-149. The tested inhibitors exhibit favorable interactions with important amino acid residues through van der Waals and H-bonding contacts.

Anti-HIV Agents↗

Structure-based computational study of the catalytic and inhibition mechanisms of urease.

The viability of different mechanisms of catalysis and inhibition of the nickel-containing enzyme urease was explored using the available high-resolution structures of the enzyme isolated from Bacillus pasteurii in the native form and inhibited with several substrates. The structures and charge distribution of urea, its catalytic transition state, and three enzyme inhibitors were calculated using ab initio and density functional theory methods. The DOCK program suite was employed to determine families of structures of urease complexes characterized by docking energy scores indicative of their relative stability according to steric and electrostatic criteria. Adjustment of the parameters used by DOCK, in order to account for the presence of the metal ion in the active site, resulted in the calculation of best energy structures for the nickel-bound inhibitors beta-mercaptoethanol, acetohydroxamic acid, and diamidophosphoric acid. These calculated structures are in good agreement with the experimentally determined structures, and provide hints on the reactivity and mobility of the inhibitors in the active site. The same docking protocol was applied to the substrate urea and its catalytic transition state, in order to shed light onto the possible catalytic steps occurring at the binuclear nickel active site. These calculations suggest that the most viable pathway for urea hydrolysis involve a nucleophilic attack by the bridging, and not the terminal, nickel-bound hydroxide onto a urea molecule, with active site residues playing important roles in orienting and activating the substrate, and stabilizing the catalytic transition state.

Algorithms↗

Interference of rheumatoid factor activity by aspartame, a dipeptide methyl ester.

Circulating autoimmune complexes of IgM rheumatoid factors (RF) bound to the Fc portions of normal, polyclonal IgG antibodies are frequently present in humans with rheumatoid arthritis (RA). The sweet tasting methyl ester of L-Asp-L-Phe (aspartame or APM) was found to relieve pain and improve joint mobility in subjects with osteo- and mixed osteo/rheumatoid arthritis [Edmundson, A. B. and Manion, C. V. (1998). Clin. Pharmac. Ther. 63, 580-593]. These clinical observations prompted the testing of the inhibition by APM of the binding interactions of human IgM RFs with IgG Fc regions. The propensity of APM to inhibit IgM RF binding was assessed by competitive enzyme immunoassays with solid-phase human IgG. Ten RA serum samples and three purified monoclonal cryoglobulins, all of which had RF activity, were tested in this system. We found that the presence of APM significantly reduced the binding of IgM RFs. The inhibitory propensity of APM with monoclonal RF cryoglobulins was increased by the addition of CaCl(2) to the binding buffer. Similar inhibition of the binding of RA derived RFs to IgG was observed for Asp-Phe and its amidated derivative, indicating that the methyl ester is not required for APM's interaction with IgM antibodies. A human (Mez) IgM known to bind octameric peptides derived from the Fc portion of a human IgG(1) antibody was tested for binding of dipeptides by the Pepscan method of combinatorial chemistry. The relative binding constants of Asp-Phe and Phe-Asp were ranked among the highest values for 400 possible combinations of the 20 most common amino acids. Possible blocking interactions of APM were explored by computer-assisted docking studies with the model of a complex of an RF Fab with the Fc of a human IgG(4) antibody. Modeling of ternary immune complexes revealed a few key residues, which could act as molecular recognition sites for APM. A structural hypothesis is presented to explain the observed interference with RF reactivity by APM. Extrapolations of the current results suggest that APM may inhibit the binding of IgG in a substantial proportion of IgM RFs. Interference of RF reactivity, especially in RA patients, may alleviate the pain and immobility resulting from chronic inflammation of the joints.

Adult↗

Interference of rheumatoid factor activity by aspartame, a dipeptide methyl ester.

Circulating autoimmune complexes of IgM rheumatoid factors (RF) bound to the Fc portions of normal, polyclonal IgG antibodies are frequently present in humans with rheumatoid arthritis (RA). The sweet tasting methyl ester of L-Asp-L-Phe (aspartame or APM) was found to relieve pain and improve joint mobility in subjects with osteo- and mixed osteo/rheumatoid arthritis [Edmundson, A. B. and Manion, C. V. (1998). Clin. Pharmac. Ther. 63, 580-593]. These clinical observations prompted the testing of the inhibition by APM of the binding interactions of human IgM RFs with IgG Fc regions. The propensity of APM to inhibit IgM RF binding was assessed by competitive enzyme immunoassays with solid-phase human IgG. Ten RA serum samples and three purified monoclonal cryoglobulins, all of which had RF activity, were tested in this system. We found that the presence of APM significantly reduced the binding of IgM RFs. The inhibitory propensity of APM with monoclonal RF cryoglobulins was increased by the addition of CaCl(2) to the binding buffer. Similar inhibition of the binding of RA derived RFs to IgG was observed for Asp-Phe and its amidated derivative, indicating that the methyl ester is not required for APM's interaction with IgM antibodies. A human (Mez) IgM known to bind octameric peptides derived from the Fc portion of a human IgG(1) antibody was tested for binding of dipeptides by the Pepscan method of combinatorial chemistry. The relative binding constants of Asp-Phe and Phe-Asp were ranked among the highest values for 400 possible combinations of the 20 most common amino acids. Possible blocking interactions of APM were explored by computer-assisted docking studies with the model of a complex of an RF Fab with the Fc of a human IgG(4) antibody. Modeling of ternary immune complexes revealed a few key residues, which could act as molecular recognition sites for APM. A structural hypothesis is presented to explain the observed interference with RF reactivity by APM. Extrapolations of the current results suggest that APM may inhibit the binding of IgG in a substantial proportion of IgM RFs. Interference of RF reactivity, especially in RA patients, may alleviate the pain and immobility resulting from chronic inflammation of the joints.

Adult↗

Subunit rotation models activation of serotonin 5-HT3AB receptors by agonists.

The N-terminal extracellular regions of heterooligomeric 3AB-type human 5-hydroxytryptamine receptors (5-HT3ABR) were modelled based on the crystal structure of snail acetylcholine binding protein AChBP. Stepwise rotation of subunit A by 5 degrees was performed between -10 degrees and 15 degrees to mimic agonist binding and receptor activation. Anticlockwise rotation reduced the size of the binding cavity in interface AB and reorganised the network of hydrogen bonds along the interface. AB subunit dimers with different rotations were applied for docking of ligands with different efficacies: 5-HT, m-chlorophenylbiguanide, SR 57227, quinolinyl piperazine and lerisetron derivatives. All ligands were docked into the dimer with -10 degrees rotation representing ligand-free, open binding cavities similarly, without pharmacological discrimination. Their ammonium ions were in hydrogen bonding distance to the backbone carbonyl of W183. Anticlockwise rotation and contraction of the binding cavity led to distinctive docking interactions of agonists with E129 and cation-pi interactions of their ammonium ions. Side chains of several further amino acids participating in docking (Y143, Y153, Y234 and E236) are in agreement with the effects of point mutations in the binding loops. Our model postulates that 5-HT binds to W183 in a hydrophobic cleft as well as to E236 in a hydrophilic vestibule. Then it elicits anticlockwise rotation to draw in loop C via pi-cation-pi interactions of its ammonium ion with W183 and Y234. Finally, closure of the binding cavity might end in rebinding of 5-HT to E129 in the hydrophilic vestibule.

Amino Acid Sequence↗

Protein structure determination using a combination of comparative modeling and NMR spectroscopy. Application to the response regulator protein, Spo0F.

A practical combination of comparative modeling and NMR spectroscopy was used to generate a three-dimensional structure of the response regulator protein, Spo0F. The backbone structure obtained compares to the Spo0F Y13S mutant X-ray structure with an rmsd of 2.0 A. We provide results which suggest that structures obtained by this method are suitable for drug discovery. The results of the GRID and DOCK methods as applied to the model and X-ray structures of Spo0F are remarkably similar and tend to suggest the same design conclusions. This trend is illustrated by these same techniques applied to two experimentally derived structures of the analogous protein, CheY, which exhibit a pairwise rmsdBB on the same order as that found for the two Spo0F structures.

Amino Acid Sequence↗

Molecular modeling of B-DNA site recognition by Ru intercalators: molecular shape selection.

In this work, molecular modeling methods have been applied to the interaction characterization of polypyridyl transitional-metal complexes with the oligonucleotide (B-DNA fragment). In order to explore the factors governing the groove recognition and intercalative depth, we establish a simple and practical docking method (step-by-step docking operation) to obtain potential curves while making complexes inset into B-DNA along an assigned path. Energy values in the potential curve are obtained from energy minimization of binding geometries. Modeling results clearly show that the optimum binding conformation corresponding to the global minimum in the potential curve for each complex is found to correlate well with the experimental results. Our results also confirm that minor changes of the ligand structure can lead to profound influences on binding geometries, so the molecular shape of the complexes is a predominant factor in governing the binding mode. Moreover, we find that the vdW force and "water molecular effect" are strongly associated with molecular-shape selection in our model. These results complement and extend the knowledge of the nature of these complexes binding to B-DNA.

Computer Simulation↗

Molecular interactions of 3',5'-cyclic purine analogues with the binding site of retinal rod ion channels.

Photoreceptor outer segments transduce information about incoming light levels through a class of ion channels that respond directly to changes in cytosolic 3',5'-cyclic guanosine monophosphate levels. A series of 3',5'-cyclic purine analogues with alterations at N1, C2, C6, or C8 positions was used to examine molecular interactions between the nucleotide and the channel. The maximal current activated by C2-altered analogues in excised membrane patches was less than the current activated by cGMP, and the K0.5, the concentration which activates 50% of the current in a patch, was increased. Nonpolar C8-substituted cAMP analogues activated more current than the parent cAMP with lower K0.5 values. This was in contrast to 8-amino-cAMP, which exhibited greatly reduced activity. The rank order of activity, based on K0.5 values, for C8-cAMP substituents was as follows: 8-azido- > 8-methylamino- > 8-benzylamino- > cAMP > 8-bromo- > 8-hydroxy- >> 8-amino-cAMP. 1,N6-Etheno-cAMP and N6-monobutyryl-cAMP activated a small fraction of the total possible current with high K0.5 values. Other analogues with alterations at N1 or C6 positions including N1-oxide-cAMP, 2-aminopurine riboside 3',5'-monophosphate, and N6-monosuccinyl-cAMP do not bind to the channel, suggesting that interactions with the channel in this region are essential for binding. In order to help interpret the changes in maximal current and K0.5 values compared to cGMP, molecular models of the active analogues were constructed and then docked into a molecular model of the cyclic nucleotide binding site of the retinal channel. This model, proposed by Kumar and Weber [(1992) Biochemistry 31, 4643-4649], was based on the crystal structure of cAMP bound to catabolite activator protein. Our modeling showed that the analogues were sterically accommodated within the binding site. No hydrogen bonds were predicted between the purine rings of cAMP and the pocket; however, Phe 533 on the beta 5 strand was predicted to form weak electrostatic interactions with C6 substituents on both cAMP and cGMP. The importance of contacts in this region of the binding pocket is further emphasized by the inactive analogues, all of which are altered at N1 or C6.

Ambystoma↗

Flexible docking of an amyloid-forming peptide from beta(2)-microglobulin.

Using an all-atom, molecular dynamics-based, flexible docking method, the tertiary and quaternary structures of protofilaments of the "K3" fragment from beta(2)-microglobulin (residues Ser20-Lys41) were predicted at low pH in a continuous mixture of water and 2,2,2-trifluoroethanol (TFE). Tetramers with energies very close to the global minimum were produced with C(alpha) root-mean square deviation values under 4A over 88 residues compared to a recently solved SSNMR structure. The most accurate model distinguishes itself from other low-energy solutions in that it shows high structural similarity to another known fold, the parallel beta-helix, in agreement with models proposed previously by several other groups. The method achieves efficiency without loss of generality or atomic detail by enforcing local symmetry on the individual peptides, rewarding intermolecular contacts, and iteratively building up the protofilaments by successively doubling the number of chains. Solvent effects were included in the model by treating the dielectric constant and surface tension as functions of the TFE concentration. In order to understand the physical basis for the stabilizing effects of TFE, the TFE concentration was varied from 0% to 50% (v/v) and a peak in stability was observed at 16%, where the polar and hydrophobic terms cancel out and close to the experimentally determined value of 20%.

Amyloid↗

Quantitative fitting of atomic models into observed densities derived by electron microscopy.

A new methodology for fitting atomic models into density distributions is described. This approach is based on a global density correlation analysis that can be optionally supplemented by biochemical as well as biophysical data. The procedure is completely general and enables an objective evaluation of the resulting docking in the light of available biochemical and biophysical information as well as density correlation alone. In this paper we describe the implementation of the algorithm and its application to two biological systems. In both cases the procedure provided an interface model on the atomic level and located parts of the structure that were missing in the atomic model but present in the electron-microscopic construct. It also detected and quantified conformational changes in actomyosin complexes.

Actin Cytoskeleton↗

Trypsin-specific acyl-4-guanidinophenyl esters for alpha-chymotrypsin-catalysed reactions computational predictions, hydrolyses, and peptide bond formation.

The function of acyl-4-guanidinophenyl esters as substrate mimetics for the serine protease alpha-chymotrypsin was investigated by protein-ligand docking, hydrolysis, and acyl transfer experiments. On the basis of protein-ligand docking studies, the binding and hydrolysis properties of these artificial substrates were estimated. The predictions of the rational approach were confirmed by steady-state hydrolysis studies on 4-guanidinophenyl esters derived from coded amino acids (which alpha-chymotrypsin is not specific for), noncoded amino acids, and even simple carboxylic acid moieties. Enzymatic peptide syntheses qualify these esters as suitable acyl donors for the coupling of acyl components far from the natural enzyme specificity, thus considerably expanding the synthetic utility of alpha-chymotrypsin.

Amino Acids↗