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Model structure for the human blood coagulation agent beta-factor XIIa.

An improvement to the human blood coagulation agent beta-factor XIIa three-dimensional model is proposed. The sequence alignment as well as the modeling procedures are presented and the minimized energy of the new model is reported before and after solvation of the active center.

Amino Acid Sequence↗

Sequence, expression and modeled structure of an aspartic proteinase from the human malaria parasite Plasmodium falciparum.

A clone encoding the aspartic proteinase (PFAPD) from Plasmodium falciparum strain HB3 was obtained during the course of a project designed to sequence and identify the protein coding regions of the parasite's genome. The protein encoded by the clone contains a sequence identical to the N-terminal sequence determined for an aspartic proteinase isolated from the digestive vacuole of P. falciparum and demonstrated to participate in the hemoglobin digestive pathway (D. Goldberg, personal communication). The translated polypeptide sequence encompasses a number of features characteristic of aspartic proteinases, having > 30% identity and > 50% similarity overall to human cathepsin D, cathepsin E and renin. A model of the three-dimensional structure of PFAPD was constructed using rule-based procedures. This confirms that the primary sequence may be folded as a single chain into a three dimensional structure closely resembling those of other known aspartic proteinases. It includes a lengthy prosegment, two typical-hydrophobic-hydrophobic-Asp-Thr/Ser-Gly motifs and a tyrosine residue positioned in a beta-hairpin loop. The distribution of hydrophobic residues throughout the active site cleft is indicative of a likely preference for hydrophobic polypeptide substrates. The recombinant form of this enzyme expressed using the pGEX2T vector in Escherichia coli is active in digesting hemoglobin at acidic pH and in hydrolyzing a synthetic peptide corresponding to the putative initial cleavage site in hemoglobin. Activity is inhibited completely by pepstatin, confirming the identity of PFAPD as a member of the aspartic proteinase family. Specific mRNA for PFAPD is expressed in the erythrocytic stages of the life cycle.

Amino Acid Sequence↗

Stochastic stage-structured modeling of the adaptive immune system.

We have constructed a computer model of the cytotoxic T lymphocyte (CTL) response to antigen and the maintenance of immunological memory. Because immune responses often begin with small numbers of cells and there is great variation among individual immune systems, we have chosen to implement a stochastic model that captures the life cycle of T cells more faithfully than deterministic models. Past models of the immune response have been differential equation based, which do not capture stochastic effects, or agent-based, which are computationally expensive. We use a stochastic stage-structured approach that has many of the advantages of agent-based modeling but is much more efficient. Our model can provide insights into the effect infections have on the CTL repertoire and the response to subsequent infections.

Adaptation, Physiological↗

Empirical and structural models for insertions and deletions in the divergent evolution of proteins.

The exhaustive matching of the protein sequence database makes possible a broadly based study of insertions and deletions (indels) during divergent evolution. In this study, the probability of a gap in an alignment of a pair of homologous protein sequences was found to increase with the evolutionary distance measured in PAM units (number of accepted point mutations per 100 amino acid residues). A relationship between the average number of amino acid residues between indels and evolutionary distance suggests that a unit 30 to 40 amino acid residues in length remains, on average, undisrupted by indels during divergent evolution. Further, the probability of a gap was found to be inversely proportional to gap length raised to the 1.7 power. This empirical law fits closely over the entire range of gap lengths examined. Gap length distribution is largely independent of evolutionary distance. These results rule out the widely used linear gap penalty as a satisfactory formula for scoring gaps when constructing alignments. Further, the observed gap length distribution can be explained by a simple model of selective pressures governing the acceptance of indels during divergent evolution. Finally, this model provides theoretical support for using indels as part of "parsing algorithms", important in the de novo prediction of the folded structure of proteins from the sequence data.

Amino Acid Sequence↗

Construction and structural modeling of a single-chain Fv-asparaginase fusion protein resistant to proteolysis.

In this study, we construct a fusion protein composed of L-asparaginase (ASNase; from Escherichia coli AS 1.357) and a protective single-chain Fv (scFv), which was selected from a phage-display scFv library from our previous studies. The antibody moiety of the fusion protein was fused to the N-terminus of the enzyme moiety via a linker peptide, (Gly(4)Ser)(6). Recombinant plasmid pET-SLA was constructed to express scFv-ASNase fusion to high levels in E. coli and the expressed product was found to form inclusion bodies. We obtained a soluble fusion protein by refolding and purification. The soluble fusion protein exhibited about 82% of the enzymatic activity of the native ASNase at the same molar concentration, and had a K(m) value similar to that of the native enzyme for the substrate L-asparagine. Importantly, the fusion protein was more stable than native ASNase. In addition: (1) following treatment with trypsin, alpha-chymotrypsin, and rennet, at 37 degrees C for 30 min, scFv-ASNase fusion retained 94.0%, 88.8%, and 84.5% of its original activity, respectively, whereas native ASNase became inactive; and (2) ScFv-ASNase fusion had a much longer in vitro half-life (9 h) in serum than the native enzyme (2 h). The three-dimensional structure of the fusion protein was obtained by modeling with the Homology and Discover modules of the INSIGHT II software package. On the basis of the structural evidence and biochemical properties, we propose that the scFv moiety of the fusion protein may confer ASNase moiety resistance to proteolysis as a result of both steric hindrance and a change in the electrostatic surface of the enzyme.

Asparaginase↗

Polymorphism, natural selection, and structural modeling of class Ia MHC in the African clawed frog (Xenopus laevis).

In the African clawed frog (Xenopus laevis), two deeply divergent allelic lineages of multiple genes of the class I MHC region have been discovered. For the MHC class I UAA locus, functional differences and the molecular basis for lineages maintenance are unknown. Alleles of linked class I region genes also exhibit strong disequilibrium with specific MHC alleles, but the underlying cause is not clear. We use MHC class Ia sequence data to estimate substitution rates and investigate structural differences between allelic lineages from protein models. Results indicate the operation of natural selection, and differences in the steric properties in the F pocket of the peptide-binding region among lineages. Variability in this pocket likely enables allelic lineages to bind very different sets of peptides and to interact differently with MHC chaperones in the endoplasmic reticulum. These results constitute evidence of the molecular evolutionary basis for 1) the maintenance of allelic lineages, 2) functional differences among lineages, and 3) strong linkage disequilibrium of allelic variants of class I region genes in X. laevis.

Amino Acid Sequence↗

Syntheses and characterization of aqua-bridged dimetallic complexes, M2(mu-H2O)(mu-OAc)2(Im)4(OAc)2(M=Mg2+, Mn2+, and Ni2+). Structural models for the active sites of dimetallic hydrolases.

Four novel aqua-bridged dinuclear complexes with a formula M2(mu-H2O)(mu-OAc)2(Im)4(OAc)2(Im)4(OAc)2 (where Im=imidazole, M=Mg2+ 1, Mn2+ 2, Ni2+ 3 and Co2+ 4) have been synthesized and characterized. Complexes 1, 2 and 3 have been characterized by X-ray crystallography. Two M2+ ions are bridged by an aqua molecule and two carboxylate anion with M...M=3.635-3.777 A, M-OH(2)=2.109-2.246 A and M-OH(2)-M=114.4-119.0 degrees, respectively. Each complex is further stabilized by two intramolecular hydrogen bonds between the hydrogens of the bridging aqua and the oxygens of the terminal monodentate acetates with a distance of O...O=2.6 A. The terminal monodentate acetates display "reversed" C-O distances, namely the C-O(free) distances are actually longer than the C-O(coordinating) distances. This abnormal geometry of a monodentate carboxylate would be caused by the strong "pulling effect" on the terminal carboxylates by intra- and intermolecular hydrogen bonds. The O-H stretching vibration of the bridging water was identified at ca. 2328 cm(-1) in IR spectra based on the deuterium isotope shift. The solid state 13C and 15N NMR spectra of 1 displayed two sets of peaks for acetate and Im ligands, respectively, consistent with the presence of two types of coordination modes of acetate and the two symmetrically non-equivalent Im as revealed by X-ray structure. 15N chemical shift of NH in Im ligands underwent about 6 ppm downfield shift due to its involvement in an intermolecular hydrogen bond.

Bridged-Ring Compounds↗

Structural model of HLA-DR1 restricted T cell antigen recognition.

Two human helper T cell determinants in influenza have been identified, one in the hemagglutinin and the other in the matrix protein (M1). Both were shown to be DR1 restricted by using transfected L cells to present antigen. Comparison of the sequences of the two peptides revealed a similar pattern that could account for their DR1 specificity if the peptides adopt a helical conformation. The model was supported by the demonstration that hybrid peptides, composed of the amino acids that interact with DR1 from one determinant and the residues that interact with the T cell receptor from the other, were recognized by each clone. The generality of the motif was confirmed by the finding that DR1 individuals respond to a ragweed peptide containing the defined pattern.

Allergens↗

ATP synthase: a tentative structural model.

Adenosine triphosphate (ATP) synthase produces ATP from ADP and inorganic phosphate at the expense of proton- or sodium-motive force across the respective coupling membrane in Archaea, Bacteria and Eucarya. Cation flow through the intrinsic membrane portion of this enzyme (Fo, subunits ab2c9-12) and substrate turnover in the headpiece (F1, subunits alpha3beta3 gammadeltaepsilon) are mechanically coupled by the rotation of subunit gamma in the center of the catalytic hexagon of subunits (alphabeta)3 in F1. ATP synthase is the smallest rotatory engine in nature. With respect to the headpiece alone, it probably operates with three steps. Partial structures of six out of its at least eight different subunits have been published and a 3-dimensional structure is available for the assembly (alphabeta)3gamma. In this article, we review the available structural data and build a tentative topological model of the holoenzyme. The rotor portion is proposed to consist of a wheel of at least nine copies of subunits c, epsilon and a portion of gamma as a spoke, and another portion of gamma as a crankshaft. The stator is made up from a, the transmembrane portion of b2, delta and the catalytic hexagon of (alphabeta)3. As an educated guess, the model may be of heuristic value for ongoing studies on this fascinating electrochemical-to-mechanical-to-chemical transducer.

ATP Synthetase Complexes↗

Variation in antimicrobial activity of lactoferricin-derived peptides explained by structure modelling.

Antimicrobial peptides bovine lactoferricin (LfcinB) and human lactoferricin (LfcinH) are produced from the respective lactoferrin, but are more active than their precursors. Despite sequence homology, the bovine peptide and its derivatives are more active than their human homologs. Such differences between not only the peptides and their precursor but also between the bovine and the human peptides could relate to structural differences. Upon sequence alignment of both peptides with their parental proteins, the structural differences observed between the bovine lactoferrin (BLf) and LfcinB were also found between the human lactoferrin (HLf) and the LfcinH. The helical structures in HLf are replaced by beta-strands separated by a strong turn in LfcinH suggesting an antiparallel beta-sheet structure similar to LfcinB. MIC assays with HLP-2 and BLP-2, 11-residue peptides derived from the active core of both Lfcins, against Escherichia coli, showed that the bovine derivative, BLP-2, is more active than its human homolog HLP-2. Both 3D models for HLP-2 and BLP-2 showed that the beta-strand is centred between the aromatic residues giving both side chains the same orientations. The displacement towards the N-terminus observed for the beta-strand in HLP-2, compared with its central location in BLP-2, could be less favourable to membrane interaction and therefore responsible for the decrease in activity. Such a model suggests for LfcinH a mechanism similar to the one observed for LfcinB, where the absence of long-range interaction, present in lactoferrin, destabilises the first alpha helix, as observed in solution and, upon interaction with the membrane, could result in the formation of a beta-strand, as observed in the presence of LPS. The location of the beta-strand in relation to the positive charges, seems to define the efficiency of the activity of the peptide and may explain the difference in activity obtained between HLP-2 and BLP-2.

Amino Acid Sequence↗

A revised secondary structure model for the 3'-end of hepatitis B virus pregenomic RNA.

The polymerase encoded by human hepatitis B virus, which has reverse transcriptase and RNase H activity, binds to its pregenomic RNA template in a two-step process involving a terminal redundancy. Both first strand and second strand DNA synthesis involve primer translocation and second strand synthesis involves a template jump. Three parts of the genome, including the so-called core promoter, are known to show deletions in strains usually arising after long-standing HBV infection, but also in some patients treated with interferon. A computer-based study of RNA template folding in the core promoter region, accommodating well-known point mutations, has generated a model for the 3' DR1 primer binding site as being part of a superstructure encompassing an already well-established stem-loop. Depending on the identity of nucleotides 1762 and 1764, the DR1 region may assume two alternative secondary structures which stabilize it as a primer binding site to different extents. Remarkably, one of these structures includes a pronounced loop which coincides with at least 12 related deletions seen in HBV DNA from different patients. Thus according to the model, the 5'- and 3'-ends of pregenomic RNA, which share primary sequences but have separate functions, are not structural equivalents. An RNA superstructure near the 3'-end of all HBV transcripts could have far-reaching implications for the modulation of both genome replication and post-transcriptional processing.

Base Sequence↗

Characterization of the heptad repeat regions, HR1 and HR2, and design of a fusion core structure model of the spike protein from severe acute respiratory syndrome (SARS) coronavirus.

Severe acute respiratory syndrome coronavirus (SARS-CoV) is a newly emergent virus responsible for a worldwide epidemic in 2003. The coronavirus spike proteins belong to class I fusion proteins, and are characterized by the existence of two heptad repeat (HR) regions, HR1 and HR2. The HR1 region in coronaviruses is predicted to be considerably longer than that in other type I virus fusion proteins. Therefore the exact binding sequence to HR2 from the HR1 is not clear. In this study, we defined the region of HR1 that binds to HR2 by a series of biochemical and biophysical measures. Subsequently the defined HR1 (902-952) and HR2 (1145-1184) chains, which are different from previously defined binding regions, were linked together by a flexible linker to form a single-chain construct, 2-Helix. This protein was expressed in Escherichia coli and forms a typical six-helix coiled coil bundle. Highly conserved HR regions between mouse hepatitis virus (MHV) and SARS-CoV spike proteins suggest a similar three-dimensional structure for the two fusion cores. Here, we constructed a homology model for SARS coronavirus fusion core based on our biochemical analysis and determined the MHV fusion core structure. We also propose an important target site for fusion inhibitor design and several strategies, which have been successfully used in fusion inhibitor design for human immunodeficiency virus (HIV), for the treatment of SARS infection.

Amino Acid Sequence↗

Structural modeling of the pro-ocytocin-neurophysin precursor.

The hormonal precursor pro-ocytocin-neurophysin is activated by selective cleavage at Arg2-Ala13, producing mature ocytocin and neurophysin. To understand the cleavage mechanism better, and in particular the recognition of the cleavage site, it is necessary to characterize the three-dimensional structure of the precursor molecule. Here we combine a variety of experimental data with molecular modeling and dynamics calculations to derive possible precursor conformations. In the models obtained, the N-terminus of the precursor, corresponding to the ocytocin segment, is hydrogen bonded in a pocket of the neurophysin moiety in a similar manner to a crystallographically obtained non-covalent complex between the two molecules. The calculations suggest that although the ocytocin segment is relatively flexible, it adopts a stable, broad loop structure in the vicinity of the cleavage region, which may constitute the structural element recognized by the cleaving enzyme. The calculations also suggest a possible widening of the distance between the two neurophysin domains in the precursor relative to that in the non-covalent neurophysin-ocytocin complex.

Amino Acid Sequence↗

Predicted three-dimensional structural models of venom serine protease inhibitors and their interactions with trypsin and chymotrypsin.

Three homology models of trypsin and chymotrypsin inhibitor polypeptides from snake venom of Naja naja naja and Leaf-nosed viper in the unbound state and in complex with trypsin and chymotrypsin were built based on homology to bovine pancreatic trypsin inhibitor (BPTI). These venom inhibitors belong to the Kunitz-type inhibitor family, which is characterized by a distinct tertiary fold with three-conserved disulfide bonds. The general folding pattern in these trypsin and chymotrypsin inhibitor homology models is conserved when compared to BPTI. The respective orientations of the inhibitors bound to trypsin/chymotrypsin are similar to that of BPTI bound to bovine trypsin/chymotrypsin. The principal binding loop structure of the inhibitors fills the active site of enzymes in a substrate-like conformation and forms a series of independent main-chain and side-chain interactions with enzymes. In order to provide the possible fingerprints for molecular recognition at the enzyme-inhibitor interface, a detailed theoretical analysis of the interactions between the principal binding loop of these inhibitors and active site of trypsin/chymotrypsin is performed based on available crystal structural, site-directed mutagenetic, kinetic, and sequence analysis studies. Despite the variations present at different positions of the principal binding loop of trypsin and chymotrypsin inhibitor models from Leaf-nosed viper and cobra Naja naja naja, respectively (designated as LnvTI and NCI), there are favorable subsite binding interactions which are expected to exhibit equally potent inhibitory activity as BPTI. On the contrary, significant mutations at several secondary specificity positions in the Naja naja naja trypsin inhibitor (designated as NTI) are likely to affect different inhibitor-enzyme-subsites interactions. This may explain the observed increased inhibitory activity of this polypeptide on a structural basis.

Amino Acid Sequence↗

Probing the modelled structure of wheatwin1 by controlled proteolysis and sequence analysis of unfractionated digestion mixtures.

We set up a method to get rapid information on the three-dimensional structure of peptide and proteins of known sequence. Both native and alkylated polypeptide is hydrolyzed with a number of proteases at different digestion times and the resulting mixtures are compared by HPLC analysis to establish the differences in the hydrolysis pathways of the folded and unfolded molecule. Then, the unfractionated digestion mixtures of the native polypeptide are submitted to automatic sequence analysis to identify the hydrolysis sites. The sequence of each fragment present in the mixtures is reconstructed and its amount determined by quantitative data of the sequence analyses. We used this approach to determine the amino acid surface accessibility of wheatwin1, a pathogenesis-related protein from wheat, and constructed a predictive three-dimensional model based on the knowledge of the tertiary structure of barwin, a highly homologous protein from barley. The procedure allowed us to quickly identify and quantify the hydrolysis at the susceptible bonds which could be classified as exposed, partially hidden, or inaccessible. The results were useful to evidentiate and discuss concordances and differences between experimental and model predicted accessibilities of amino acid residues. Proteins 1999;36:192-204.

Alkylation↗

Aggregation and self-assembly of hydrophobins from Trichoderma reesei: low-resolution structural models.

Hydrophobins are secreted fungal proteins, which have diverse roles in fungal growth and development. They lower the surface tension of water, work as adhesive agents and coatings, and function through self-assembly. One of the characteristic properties of hydrophobins is their tendency to form fibrillar or rod-like aggregates at interfaces. Their structure is still poorly known. In a step to elucidate the structure/function relation of hydrophobin self-assembly, we present the low-resolution structure of self-assembled fibrils of the class II hydrophobin HFBII from Trichoderma reesei based on small and wide-angle x-ray scattering. We first studied the solution state (10 mg/mL) of both HFBI and HFBII and showed that they formed assemblages in aqueous solution, which have a radius of gyration of ~24 A and maximum dimension of ~65 A, corresponding to the size of a tetramer. This result was supported by size-exclusion chromatography. Undried samples of HFBII fibrils had a monoclinic crystalline structure, which changed to hexagonal when the material was dried. A low-resolution structure for the HFBII fibrils is suggested. There are data in the literature based on staining properties suggesting that hydrophobins of class I form assemblies with an amyloid structure. Comparison of the HFBII data (x-ray results, staining with thioflavin T) to published data showed that the HFBII assemblages are not amyloid.

Benzothiazoles↗

Structural model of the mAb 806-EGFR complex using computational docking followed by computational and experimental mutagenesis.

In this work, we combined computational protein-protein docking with computational and experimental mutagenesis to predict the structure of the complex formed by monoclonal antibody 806 (mAb 806) and the epidermal growth factor receptor (EGFR). We docked mAb 806, an antitumor antibody, to its epitope of EGFR residues 287-302. Potential mAb 806-EGFR orientations were generated, and computational mutagenesis was used to filter them according to their agreement with experimental mutagenesis data. Further computational mutagenesis suggested additional mutations, which were tested to arrive at a final structure that was most consistent with experimental mutagenesis data. We propose that this is the EGFR-mAb 806 structure, in which mAb 806 binds to an untethered form of the receptor, consistent with published experimental results. The steric hindrance created by the antibody near the EGFR dimer interface interferes with receptor dimerization, and we postulate this as the structural origin for the antitumor effect of mAb 806.

Antibodies, Monoclonal↗

A structural model for GroEL-polypeptide recognition.

A monomeric peptide fragment of GroEL, consisting of residues 191-376, is a mini-chaperone with a functional chaperoning activity. We have solved the crystal structure at 1.7 A resolution of GroEL(191-376) with a 17-residue N-terminal tag. The N-terminal tag of one molecule binds in the active site of a neighboring molecule in the crystal. This appears to mimic the binding of a peptide substrate molecule. Seven substrate residues are bound in a relatively extended conformation. Interactions between the substrate and the active site are predominantly hydrophobic, but there are also four hydrogen bonds between the main chain of the substrate and side chains of the active site. Although the preferred conformation of a bound substrate is essentially extended, the flexibility of the active site may allow it to accommodate the binding of exposed hydrophobic surfaces in general, such as molten globule-type structures. GroEL can therefore help unfold proteins by binding to a hydrophobic region and exert a binding pressure toward the fully unfolded state, thus acting as an "unfoldase." The structure of the mini-chaperone is very similar to that of residues 191-376 in intact GroEL, so we can build it into GroEL and reconstruct how a peptide can bind to the tetradecamer. A ring of connected binding sites is noted that can explain many aspects of substrate binding and activity.

Chaperonin 60↗