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Homology modeling of human sialidase enzymes NEU1, NEU3 and NEU4 based on the crystal structure of NEU2: hints for the design of selective NEU3 inhibitors.

Four types of human sialidases have been cloned and characterized at the molecular level. They are classified according to their major intracellular location as intralysomal (NEU1), cytosolic (NEU2), plasma membrane (NEU3) and lysosomal or mitochondrial membrane (NEU4) associated sialidases. These human isoforms are distinct from each other in their enzymatic properties as well as their substrate specificity. Altered expression of sialidases has been correlated with malignant transformation of cells and different sialidases have been known to behave differently during carcinogenesis. Particularly, increased expression of NEU3 has been implicated in the survival of various cancer cells and also in the development of insulin resistance. In the present study, we have modeled three-dimensional structures of NEU1, NEU3 and NEU4 based on the crystal structure of NEU2 using the homology modeling program MODELER. The best model in each enzyme case was chosen on the basis of various standard protein analysis programs. Predicted structures and the experimental protein-ligand complex of NEU2 were compared to identify similarities and differences among the active sites. The molecular electrostatic potential (MEP) was calculated for the predicted models to identify the differences in charge distribution around the active site and its vicinity. The primary objective of the present work is to identify the structural differences between the different isoforms of human sialidases, namely NEU1, NEU2, NEU3 and NEU4, thus providing a better insight into the differences in the active sites of these enzymes. This can in turn guide us in the better understanding and rationale of the differential substrate recognition and activity, thereby aiding in the structure-based design of selective NEU3 inhibitors.

Amino Acid Sequence↗

Homology modelling of the DNA 5mC methyltransferase M.BssHII. Is permutation of functional subdomains common to all subfamilies of DNA methyltransferases?

This work presents a full tertiary model of the M.BssHII methyltransferase (MTase) complexed with substrate DNA and cofactor S-adenosyl-L-methionine, built by homology modelling based on previously solved complete structures of DNA MTases M.HaeIII and M. HhaI. M.BssHII and the template proteins show high sequence similarity, which indicates that they are evolutionary related. However, they are topologically different: M.BssHII is a circularly permuted variant of template MTases (Xu et al. Nucleic Acids Res 1997;25:3991). The model developed in this work will be a good starting point and valuable help in designing mutagenesis experiments to better understand the biological function of methyltransferases and the process of domain swapping.

Amino Acid Sequence↗

Evaluation of homology modeling of the severe acute respiratory syndrome (SARS) coronavirus main protease for structure based drug design.

To accelerate the development of drugs against severe acute respiratory syndrome (SARS), we constructed a homology model of the SARS coronavirus main protease using our modeling software, FAMS Ligand&Complex, and released it before the X-ray structure was solved. The X-ray structure showed our model as accurately predicted and useful for structure based drug design.

Antiviral Agents↗

Homology modelling and molecular dynamics aided analysis of ligand complexes demonstrates functional properties of lipid-transfer proteins encoded by the barley low-temperature-inducible gene family, blt4.

The homology modelling technique was used to predict the tertiary structures of three members of the low-temperature-inducible barley vegetative shoot epidermal lipid-transfer protein (LTP) family, BLT4, on the basis of the X-ray crystallographically determined three-dimensional structure of a maize seedling LTP. Differences between the maize LTP and the BLT4 family include amino acid substitutions around the entrance and inside the predicted hydrophobic binding tunnels of these proteins. Because of the deletion of the loop region corresponding to Val60-Gly62 of the maize LTP from all three BLT4 LTPs, their internal hydrophobic tunnels are longer. Molecular dynamics modelling shows that BLT4.9 can accommodate hexadecanoic acid in its binding tunnel in similar conformation to the maize LTP. However, modelled cis,cis-9, 12-octadecandienoic acid had a more favourable interaction with the BLT4.9 LTP than with the maize protein. Di-cis,cis-9, 12-octadecandienoyl phosphatidylglycerol and di-cis,cis-9, 12-octadecandienoyl phosphatidylcholine were modelled in the BLT4.9 structure with the fatty acyl group at position 1 embedded in the binding tunnel and the group at position 2 located on the solvent accessible surface of the protein. The results of the modelling suggest that the phospholipid headgroup can form hydrogen and salt bridges with polar and charged residues outside the binding tunnel and the exposed hydrocarbon chain interacts with hydrophobic amino acids on the surface. These results are consistent with the proposal that BLT4 LTPs have a lipid-transfer function associated with frost acclimation in barley.

Amino Acid Sequence↗

Homology modelling and molecular dynamics studies of human placental tissue protein 13 (galectin-13).

The primary structure of the newly sequence analysed placental tissue protein 13 (PP13) was highly homologous to several members of the beta-galactoside-binding S-type lectin (galectin) family. By homology modelling, the three-dimensional structure of PP13 was built based on high-resolution crystal structures of homologues and also their characteristic 'jellyroll' fold was found in the case of PP13. Our model has been deposited in the Brookhaven Protein Data Bank. By multiple sequence alignment and structure-based secondary structure prediction, we underlined the structural similarity of PP13 with its homologues. The secondary structure of PP13 was identical with 'proto-type' galectins consisting of a five- and a six-stranded beta-sheet, joined by two alpha-helices, and galectins' highly conserved carbohydrate-recognition domain (CRD) was also present in PP13. Of the eight consensus residues in the CRD, four identical and three conservatively substituted were shared by PP13. By docking simulations PP13 possessed sugar-binding activity with highest affinity to N-acetyllactosamine and lactose typical of most galectins. All ligands were docked into the putative CRD of PP13. Based on several lines of evidence discussed in this paper demonstrating that PP13 is a novel galectin, PP13 was also designated galectin-13. These computational results provide some new insights into the possible role and importance of PP13 in various processes of the human body and can be of help in the initial steps of further functional research.

Amino Acid Sequence↗

Characterization of the CYP3A4 active site by homology modeling.

Human microsomal cytochrome P450s participate in drug metabolism and detoxification. Among them, CYP3A4 is the most important isoform for drug-drug interactions. To gain a better understanding of the active site, a homology model of CYP3A4 was constructed based on the crystallographic coordinates of mammalian CYP2C5. The putative active site is much larger than that of CYP2C5 and is divided into three parts (i.e. a proximal and two distal sites from the heme). Most residues reported to be important for ligand-binding are located in the active site of the model. Moreover, some inhibitors (paclitaxel etc.) docked into the model have complementary shapes to the pocket. Pharmacophore docking of 14 substrates was also performed using Ph4Dock of MOE. Calculated interaction energies showed a moderate correlation with the logarithm of apparent K(m) values. These results suggest that this model is reliable enough to be used in the design of compounds for removing undesirable CYP3A4 inhibition.

Amino Acid Sequence↗

Homology modeling of tissue-type plasminogen activator K1 domain and studies on the interactions between kringles and lysine.

The 3-D structure of t-PA K1 domain was predicted by the method of homology modeling. The putative lysine-binding pockets of t-PA K1, UK K, PLG K1 and K4 were determined by superimposing their 3-D structures to that of t-PA K2 domain, of which the lysine-binding pockets had been revealed previously. After that the key residues of lysine-binding pockets of kringles were identified. The structural analyses showed that both the electrostatic potential and hydrophobic complementarity were well matched between lysine and the binding pockets of t-PA K2, PLG K1 and K4, but for t-PA K1 and UK K domains the complementarity did not match well in one or both respects. It is proposed that this is the reason that t-PA K1 and UK K domains do not bear the ability to bind lysine. With the respect of improving the affinity for fibrin, new types of mutants of t-PA K1 and UK K domains were designed, and structural changes caused by mutation were predicted by simulating the residue replacements. The mutant structural models demonstrated that the molecular design was reasonable.

Amino Acid Sequence↗

Homology modeling of human serum carnosinase, a potential medicinal target, and MD simulations of its allosteric activation by citrate.

Recent biochemical and clinical evidence implicates human serum carnosinase in a variety of pathological conditions, such as neurological disorders and diabetic nephropathy, suggesting that this enzyme is of potential interest as a novel medicinal target. The present study was undertaken with a view to model the serum carnosinase and its catalytic site and to unravel the molecular mechanism by which citrate ions increase the catalytic efficiency of serum carnosinase. A homology model of the enzyme was obtained on the basis of beta-alanine synthetase, and its active center was found to bind known substrates carnosine, homocarnosine, and anserine in a binding mode conducive to catalysis. Citrate ions were shown to bind at only three well-defined sites involving both ion pairs and hydrogen bonds. Molecular dynamics simulations evidenced that citrate binding had a remarkable conformational influence on the 3D structure of carnosinase, increasing the binding affinity (i.e., binding score) of carnosine to the catalytic site. This is one of the first reports documenting the molecular mechanism of an allosteric enzyme activator using MD simulations.

Allosteric Regulation↗

A homology model of human interferon alpha-2.

An atomic coordinate five alpha-helix three-dimensional model is presented for human interferon alpha-2 (HuIFN alpha 2). The HuIFN alpha 2 structure was constructed from murine interferon beta (MuIFN beta) by homology modeling using the STEREO and IMPACT programs. The HuIFN alpha 2 model is consistent with its known biochemical and biophysical properties including epitope mapping. Lysine residues predicted to be buried in the model were primarily unreactive with succinimidyl-7-amino-4-methylcoumarin-3-acetic acid (AMCA-NHS), a lysine modification agent, as shown by mass spectrometric analysis of tryptic digests. N-terminal sequence analysis of polypeptides generated by limited digestion of HuIFN alpha 2 with endoproteinase Lys-C demonstrated rapid cleavage at K31, which is consistent with the presence of this residue in a loop in the proposed HuIFN alpha 2 model. Based on this model structure potential receptor binding sites are identified.

Amino Acid Sequence↗

Structural interpretation of 42 mutations causing factor XI deficiency using homology modeling.

BACKGROUND: Factor (F)XI is important in the consolidation phase of blood coagulation. The structural effects of mutations causing FXI deficiency have not been well described due to the lack of a structure for FXI. OBJECTIVES: To develop molecular models of the four apple (Ap) and serine protease (SP) domains in FXI in order to assess the structural effects of published FXI mutations in the light of their phenotypes. METHODS: The Ap domains were modeled using the NMR structure of an adhesin from Eimeria tenella. The SP domain was modeled using the crystal structure of beta-tryptase. RESULTS: The effect of 42 mutations causing FXI deficiency was analyzed using homology models for the Ap and SP domains in FXI. Protein misfolding was implicated as the likely structural mechanism of disease in six of 14 mutations in the four Ap domains with Type I phenotypes. Likewise, misfolding was implicated in eight of 14 mutations in the SP domain with Type I phenotypes. Unlike other coagulation factor deficiencies, Type II phenotypes based on a catalytically dysfunctional FXI are uncommon. The structural models indicated that two known Type II mutations in the Ap domains could be correlated with functional defects in substrate or cofactor binding, and likewise four Type II mutations in the SP domain would disrupt the active site. CONCLUSIONS: New FXI disease-causing mutations can now be structurally characterized to complement phenotypic data, and expression studies can be designed to verify the molecular basis of each deficiency.

Amino Acid Sequence↗

Homology modeling of a human glycine alpha 1 receptor reveals a plausible anesthetic binding site.

The superfamily of ligand-gated ion channels (LGICs) has been implicated in anesthetic and alcohol responses. Mutations within glycine and GABA receptors have demonstrated that possible sites of anesthetic action exist within the transmembrane subunits of these receptors. The exact molecular arrangement of this transmembrane region remains at intermediate resolution with current experimental techniques. Homology modeling methods were therefore combined with experimental data to produce a more exact model of this region. A consensus from multiple bioinformatics techniques predicted the topology within the transmembrane domain of a glycine alpha one receptor (GlyRa1) to be alpha helical. This fold information was combined with sequence information using the SeqFold algorithm to search for modeling templates. Independently, the FoldMiner algorithm was used to search for templates that had structural folds similar to published coordinates of the homologous nAChR (1OED). Both SeqFold and Foldminer identified the same modeling template. The GlyRa1 sequence was aligned with this template using multiple scoring criteria. Refinement of the alignment closed gaps to produce agreement with labeling studies carried out on the homologous receptors of the superfamily. Structural assignment and refinement was achieved using Modeler. The final structure demonstrated a cavity within the core of a four-helix bundle. Residues known to be involved in modulating anesthetic potency converge on and line this cavity. This suggests that the binding sites for volatile anesthetics in the LGICs are the cavities formed within the core of transmembrane four-helix bundles.

Amino Acid Sequence↗

Domain motions and quaternary packing of phosphofructokinase-2 from Escherichia coli studied by small angle x-ray scattering and homology modeling.

The binding of MgATP and fructose-6-phosphate to phosphofructokinase-2 from Escherichia coli induces conformational changes that result in significant differences in the x-ray-scattering profiles compared with the unligated form of the enzyme. When fructose- 6-phosphate binds to the active site of the enzyme, the pair distribution function exhibits lower values at higher distances, indicating a more compact structure. Upon binding of MgATP to the allosteric site of the enzyme, the intensity at lower angles increases as a consequence of tetramer formation, but differences along higher angles also suggest changes at the tertiary structure level. We have used homology modeling to build the native dimeric form of phosphofructokinase-2 and fitted the experimental scattering curves by using rigid body movements of the domains in the model, similar to those observed in known homologous structures. The best fit with the experimental data of the unbound protein was achieved with open conformations of the domains in the model, whereas domain closure improves the agreement with the scattering of the enzyme-fructose-6-phosphate complex. Using the same approach, we utilized the scattering curve of the phosphofructokinase-2-MgATP complex to model the arrangement and conformation of dimers in the tetramer. We observed that, along with tetramerization, binding of MgATP to the allosteric site induces domain closure. Additionally, we used the scattering data to restore the low resolution structure of phosphofructokinase-2 (free and bound forms) by an ab initio procedure. Based on these findings, a proposal is made to account for the inhibitory effect of MgATP on the enzymatic activity.

Escherichia coli↗

Homology model of surface antigen OmpC from Salmonella typhi and its functional implications.

Homology based 3D structural model of the immunodominant major surface antigen OmpC from Salmonella typhi, an obligatory human pathogen, was built to understand the possible unique conformational features of its antigenic loops with respect to other immunologically cross reacting porins. The homology model was built based on the known crystal structures of the E. coli porins OmpF and PhoE. Structure based sequence alignment helped to define the structurally conserved regions (SCRs). The SCR regions of OmpC were modelled using the coordinates of corresponding regions from reference proteins. Surface exposed variable regions were modelled based on the sequence similarity and loop search in PDB. Structural refinement based on symmetry restrained energy minimization resulted in an agreeable model for the trimer of OmpC. The resulting model was compared with other porin structures, having b-barrel fold with 16 transmembrane beta-strands, and found that the variable regions are unique in terms of sequence and structure. A ranking of the loops taking into account the antigenic index, the sequence variability, the surface accessibility in the context of the trimer, and the structural variability suggests that loop 4 (151-172), loop 5 (194-218) and loop 6 (237-264) are the best ranked B-cell epitopes. The model provides possible explanations for the functional and unique immunological properties associated with the surface exposed regions and outlines the implications for structure based experimental design.

Amino Acid Sequence↗

Structure of C-terminal fragment of merozoite surface protein-1 from Plasmodium vivax determined by homology modeling and molecular dynamics refinement.

One current vaccine candidate against Plasmodium vivax targeting asexual blood stage is the major merozoite surface protein-1 of P. vivax (PvMSP-1). Vaccine trials with PvMSP-1(19) and PvMSP-1(33) have succeeded in protecting monkeys and a large proportion of individuals, naturally exposed to P. vivax transmission, develop specific antibodies to PvMSP-1(19). This study presents a model for the three-dimensional structure of the C-terminal 19kDa fragment of P. vivax MSP-1 determined by means of homology modeling and molecular dynamics refinement. The structure proved to be consistent with MSP-1(19) of known crystal or solution structures. The presence of a main binding pocket, well suited for protein-protein interactions, was determined by CASTp. Corrections reported to the sequence of PvMSP-1(19) Belem strain were also inspected. Our model is currently used as a basis to understand antibody interactions with PvMSP-1(19).

Amino Acid Sequence↗

Structure of the catalytic region of human complement protease C1s: study by chemical cross-linking and three-dimensional homology modeling.

C1s is a multidomain serine protease that is responsible for the enzymatic activity of C1, the first component of the classical pathway of complement. Its catalytic region (gamma-B) comprises two contiguous complement control protein (CCP) modules, IV and V (about 60 residues each), a 15-residue intermediary segment, and the B chain (251 residues), which is the serine protease domain. With a view to identify domain-domain interactions within this region, the gamma-B fragment of C1s, obtained by limited proteolysis with plasmin, was chemically cross-linked with the water-soluble carbodiimide 1-ethyl-3-[3-(dimethylamino)propyl]carbodiimide; then cross-linked peptides were isolated after CNBr cleavage and thermolytic digestion. N-Terminal sequence and mass spectrometry analyses allowed us to identify two cross-links between Lys 405 of module V and Glu 672 of the B chain and between Glu 418 of the intermediary segment and Lys 608 of the B chain. Three-dimensional modeling of the CCP modules IV and V and of the catalytic B chain was also carried out on the basis of their respective homology with the 16th and 5th CCP modules of complement factor H and type I serine proteases. The information provided by both the chemical cross-linking studies and the homology modeling enabled us to construct a three-dimensional model for the assembly of the C-terminal part of the gamma-B region, comprising module V, the intermediary segment, and the B chain. This model shows that module V interacts with the serine protease B chain on the side opposite to both the activation site and the catalytic site. Functional implications of this interaction are discussed in terms of the possible role of module V in the specific recognition and positioning of C4, one of the two substrates of C1s.

Amino Acid Sequence↗

Characterization of binding site of closed-state KCNQ1 potassium channel by homology modeling, molecular docking, and pharmacophore identification.

This investigation was performed to assess the importance of interaction in the binding of blockers to KCNQ1 potassium using molecular modeling. This work could be considered made up by three main steps: (1) the construction of closed-state structure of KCNQ1 through homology modeling; (2) the automated docking of three blockers: IKS-142, L-735821, and BMS-IKS, using DOCK program; (3) the generation and validation of pharmacophore for KCNQ1 ligands using Catalyst/HypoGen. The obtained results highlight the hydrophobic or aromatic residues involved in S6 transmembrane domain and the base of the pore helix of KCNQ1, confirming the mutagenesis data and pharmacophore model, and giving new suggestions for the rational design of novel KCNQ1 ligands.

Amino Acid Sequence↗

Homology model building of Hho1p supports its role as a yeast histone H1 protein.

Biochemical studies to date have not been able to identify the linker histone H1 protein in the budding yeast Saccharomyces cerevisiae. Database homology searching against the complete yeast genome has identified a gene, HHO1, (or YPL127C, formerly LPI17) which encodes a protein that has two regions that show similarity to the pea histone H1 globular domain. To determine whether Hho1p can assume the shape of an H1 protein, homology model building experiments were performed using the structure of chicken histone H5 globular domain as the basis for comparison. A statistically significant match between each of the two globular domains of Hho1p and the chicken histone H5 structure was obtained, and probability values indicate that there is a less than 1 in 100 chance that such a match would be the result of a random event. These findings support the proposal that Hho1p acts as an "H1 dimer" and could be responsible for the decreased linker DNA length observed between nucleosomal core particles.

Amino Acid Sequence↗

Tertiary structure of the heme-binding domain of rat cytochrome b5 based on homology modeling.

The in vitro complexes formed between cytochrome b5 and other proteins (e.g. cytochrome c) have served as a useful means to probe electrostatic contributions to macromolecular recognition. Extensive experimentation has been carried out to test the specificity and stability of these complexes, including site-directed mutagenesis based on the heterologous expression of rat cytochrome b5 in E. coli. Despite this interest, there has not been a determination of the complete structure of cytochrome b5. Here we report coordinates for the complete tertiary structure of the heme-binding domain of rat cytochrome b5 based on homology modeling. Protein Data Bank (PDB) coordinates derived from the crystal structure of the highly homologous bovine cytochrome b5 were used for main chain scaffolding. Secondary structures for the termini missing in the bovine structure were generated using homologous sequences derived from an exhaustive search of the PDB database. The model structure was solvated and further refined using energy minimization techniques. The N-terminal residues of the model appear to be in a beta sheet conformation while the carboxy terminus is in a helical conformation. The rest of the rat model is folded virtually identically to the bovine x-ray crystal structure (r.m.s. deviation 1.28 A), despite six sequence differences between the two cores. This homology-based structure should be useful for structure-function analyses of molecular recognition involving cytochrome b5.

Amino Acid Sequence↗