[Determination of Amino Acid Residues Responsible for Specific Interaction of Protein Kinases with Small Molecule Inhibitors].

Identifying amino acid positions that determine the specific interaction of proteins with small molecule ligands, is required for search of pharmaceutical targets, drug design, and solution of other biotechnology problems. We studied applicability of an original method SPrOS (specificity projection on sequence) developed to recognize functionally significant positions in amino acid sequences. The method allows residues specific to functional subgroups to be determined within the protein family based on their local surroundings in amino acid sequences. The efficiency of the method has been estimated on the protein kinase family. The residues associated with the protein specificity to inhibitors have been predicted. The results have been verified using 3D structures of protein-ligand complexes. Three small molecule inhibitors have been tested. Residues predicted with SPrOS either in contacted the inhibitor or influenced the conformation of the ligand-binding area. Excluding close homologues from the studied set makes it possible to decrease the number of difficult to interpret positions. The expediency of this procedure was determined by the relationship between an inhibitory spectrum and phylogenic partition. Thus, the method efficiency has been confirmed by matching the prediction results with the protein 3D structures.

[Application of molecular descriptors for recognition of phosphorylation sites in amino acid sequences]. / Ispol'zovanie molekuliarnykh deskriptorov dlia raspoznavaniia saitov fosforilirovaniia v aminokislotnykh posledovatel'nostiakh.

Recognition of the phosphorylation sites in proteins is required for reconstruction of regulatory processes in living systems. This task is complicated because the phosphorylation motifs in amino acid sequences are considerably degenerated. To improve the prediction efficacy researchers often use additional descriptors, which should reflect physicochemical features of site-surrounding regions. We have evaluated the reasonability of this approach by applying molecular descriptors (MNA) for structural presentation of the peptide segments. Comparative testing was performed using the prognostic method PASS and two input data types: sets of the MNA descriptors represented peptides as chemical structures and amino acid sequences written using a one-letter code. Training sets were classified in accordance with the established types of the enzymes (protein kinases), modifying corresponding phosphorylation sites. The accuracy estimates obtained by prognosis validation for various classes of substrates were significantly different with both the letters and molecular descriptors. In case of the letter description, the prognosis accuracy demonstrated less dependence on the length of peptides in the training set, while in the case of structural descriptors the accuracy level was determined by the peptide size and descriptor characteristics (MNA levels). The maximal prognosis accuracy related to various kinase families was achieved at different sizes of molecular fragments covered by the MNA descriptors of corresponding levels. This obviously reflected structural differences in surroundings of phosphorylation sites modified by various protein kinases. The use of molecular descriptors provided the prognostic results comparable with the results obtained using traditional letter representation. The prognosis accuracy demonstrated less dependence on the method describing site-surrounding peptides at higher accuracy rates. Applying the MNA descriptors it is possible to achieve better accuracy in the cases when the letter description cannot provide acceptable accuracy.

[Way to the peptide vaccine against hepatitis C].

In order to surpass the problem of genetic variability of hepatitis C virus envelope proteins during vaccine development, we used the so-called "reverse vaccinology"approach--"from genome to vaccine". Database of HCV protein sequences was designed, viral genome analysis was performed, and several highly conserved sites were revealed in HCV envelope proteins in the framework of this approach. These sites demonstrated low antigenic activity in full-size proteins and HCV virions: antibodies against these sites were not found in all hepatitis C patients. However, two sites, which contained a wide set of potential T-helper epitope motifs, were revealed among these highly conserved ones. We constructed and prepared by solid-phase peptide synthesis several artificial peptide constructs composed of two linker-connected highly conserved HCV envelope E2 protein sites; one of these sites contained a set of T-helper epitope motifs. Experiments on laboratory animals demonstrated that the developed peptide constructs manifested immunogenicity compared with one of protein molecules and were able to raise antibodies, which specifically bound HCV envelope proteins. We succeeded in obtaining antibodies reactive with HCV from hepatitis C patient plasma upon the immunization with some constructs. An original preparation of a peptide vaccine against hepatitis C is under development on the basis of these peptide constructs.

[Computer-based substrate specifity prediction for cytochrome P450].

Cytochrome P450 is important class of enzymes metabolizing numerous drugs. The composition and activity of these enzymes are determined the drug distribution in organism, its pharmacological and toxic effect. Thus the prediction of the behaviour of compounds in organism is essential for discovery and development of new drugs in the early stages of this process. The different isoforms of cytochrome P450 can oxidized wide range of chemical compounds and their substrate specifity do not correlate with their taxonomical classification. The main methods of cytochrome P450 substrate specifity prediction is reviewed. These methods divided based on primary informations that used: prediction based on amino acid sequences, ligand-based (pharmacophore and QSAR models) and structure-based (molecular docking, affinity prediction) methods. The common problem of cytochrome P450 substrate prediction and advantage and disadvantages of these methods are discussed.

[Antigenicity and B-epitope mapping of hepatitis C virus envelope protein E2].

Immunogenicity for laboratory animals (rabbits and mice) of the whole hepatitis C virus envelope proteins and their conserved as well as hypervariable HVR1 sites has been investigated. Rabbit immune responses to HCV envelope proteins (both single E2 and E1E2 heterodimer) were shown to be much more efficient than murine immune responses. Upon the immunization of the rabbit with E2 protein, antibodies to several highly conserved linear B-epitopes of this protein as well as to the N-terminal fragment of the hypervariable region HVRI were formed. Epitopes in the CR2 region were determined for the first time. Cross-reactivity was revealed between the N-terminal fragment of the protein E2 hypervariable region HVRI and the octapeptide fragment of the protein E1 conserved region CR1, which shared four identical amino acid residues.

[Computer-aided design of polyketides with the required properties].

We propose an approach to rational design of new polyketides with the required spectrum of biological activity. We developed BioGenPharm software for generation of polyketide combinatorial libraries, prediction of activity spectra for the generated structures and selection of molecules with the required properties on the basis of user defined input parameters and selection criteria. For prediction of polyketide activity spectra we used PASS algorithm (http://www.ibmc.msk.ru/PASS). Validation of PASS prediction ability for polyketides was performed vs. the evaluation set containing 242 natural macrolides from the Dictionary of Natural Products. The mean prediction accuracy was 75,5%. The problem of choice of cutting points for probability of the presence of activity (Pa), which provide optimal combination of such parameters as sensitivity, specificity, concordance was considered. Applicability of the described method has been illustrated by generation of a virtual library of the erythromycin analogues and selection substances for which the probability of hepatotoxic action is low.

Identification of glycosaminoglycan-binding sites within hepatitis C virus envelope glycoprotein E2*.

Heparan sulphate is one of the candidate receptors for hepatitis C virus (HCV). Envelope glycoproteins of HCV have been proposed to be responsible for recognition and binding with cell receptors. They are characterized by great genetic polymorphism. In this study the mapping of regions with glycosaminoglycan-binding properties within HCV envelope proteins has been undertaken. We prepared a set of overlapping peptides corresponding to conserved regions of these envelope proteins and analysed them by solid phase heparin-binding assay. The search for established glycosaminoglycan-binding motifs in the HCV envelope proteins showed the absence of the sites corresponding to the glycosaminoglycan-binding patterns in consensus sequence. We identified one highly conserved and two less conserved heparin-binding sequences within the envelope protein E2 based on solid phase assay results. We did not find any differences in binding efficiency of these peptides with heparin, heparan sulphate or dextran sulphate. Our data supported the specific association between HCV envelope protein E2 and cell surface glycosaminoglycans. We hypothesize that identified regions from E2 can contribute to HCV binding to cell surface glycosaminoglycans.

[Use of structural MNA descriptors for designing profiles of protein families]. / Primenenie strukturnykh MNA-deskriptorov dlia postroeniia profilei belkovykh semeistv.

A new approach to constructing the profiles of protein families is proposed, which uses only structural similarity of amino acid residues. We derived multiple alignments of protein sequences from 3D superpositions of the protein structures and constructed protein family profiles using structural molecular MNA descriptors. MNA (Multilevel Neighborhoods of Atoms) descriptors were developed earlier and are successfully applied for predicting the biological activity in drug-like compounds. In our approach, each aligned position was described by a set of MNA descriptors calculated for each amino acid residue in the alignment column. In this study, we constructed MNA profiles for trypsin, subtilase, and cytochrome P450 protein families and scanned SWISSPROT with some fragments of these profiles. We also calculated the Independence Accuracy of Prediction for each profile fragment. It was shown that the approach developed could be applied to predict protein function.

[Computer-assisted vaccine design]. / Komp'iuternoe konstruirovanie vaktsin.

With the modern molecular biology techniques, it has been possible to detect, isolate and clone biological macromolecules, which could be used as immunogenes in artificial vaccine constructs. In the post-genomic era, the prospective immunogenic components are searched using bionformatic tools and proteomic technologies. Today it is quite realistic to combine the artificial vaccine constructs from the preselected molecular components. Existing computational methods are able to detect the potential immunogenes in genomic sequences, predict their characteristics and subcellular location. The set of methods is designed to predict the T- and B-epitopes that can be used as components of minimal vaccine constructs. The variety of systems for production and delivery of vaccines are developed and tested. These include transgenic plants, bacterial and viral vectors, DNA molecules etc. Several informational resources provide free access to molecular immunology data and deliver services on prediction of antigenic features. Several artificial vaccines have already been launched, but much more preparations are under preclinical and clinical trials. Computer-aided design of vaccines may significantly decrease time and costs required for their development. Modern bioinformatic technologies are now employed for discovery of more effective and potent vaccine.

Mapping and characterization of B cell linear epitopes in the conservative regions of hepatitis C virus envelope glycoproteins.

Forty-eight overlapping octapeptides covering highly conservative regions of E1 and E2 hepatitis C virus (HCV) envelope proteins were synthesized and tested by ELISA against different groups of sera obtained from HCV-infected patients. All sera from patients with acute infection, except a single case of serum reactivity with the region HINRTALN, were nonreactive with any peptide. Sera obtained from chronic patients reacted with 12 peptides from five selected regions. Two immunodominant B epitopes were found, one being the precisely mapped antigenic site RMAWDM positioned inside the earlier shown immunodominant epitope from E1, and the second site, PALSTGLIH from E2, detected for the first time. New minor antigenic site was determined as PTDCFRKH from E2. We found only minor seroreactivity for one of the putative sites involved in CD81 binding, PYCWHYAP.

[Analysis of hepatitis C virus proteins based on amino acid sequence data and literature data]. / Analiz belkov virusa gepatita C na osnove aminokislotnykh posledovatel'nostei i literaturnykh dannykh.

To analyze the interrelationships between the amino acid sequences of the proteins of hepatitis C virus and the functional characteristics of different variants of this virus, a database of protein functional mapping of hepatitis C virus was developed. The database contains amino acid sequences (both full-size and fragmentary) retrieved from accessible databases and experimental data published in literature. The database also contains the results of comparison and treatment of primary data, including alignments and functional regions. On the basis of these data, variable and conservative regions of envelope proteins of hepatitis C virus were revealed. Antigenic and functional maps of structural and nonstructural proteins of the virus were constructed. The most variable region of the envelope protein E2 (HVR1) was analysed. It is assumed that the conservatism of some amino acid positions of HVR1 is related to the functions of this region.

Comparative analysis of amino acid sequences from envelope proteins isolated from different hepatitis C virus variants: possible role of conservative and variable regions.

Sequences of the E1 and E2 envelope proteins of hepatitis C virus (HCV) (827 non-identical items) were collected from available sources and aligned. Analysis of the alignment identified regions with different sequence variability. It was found that 33% and 50% of positions within E1 and E2, respectively, were highly conservative. Such conservation can be considered as the minimum for maintaining stability of the three-dimensional structure and function of these proteins. Conserved cysteines in E1 and E2 (eight and 18 residues, respectively) were presumed to form intramolecular disulphide bonds. Both envelope proteins were predicted to contain 14 conservative glycosylation sites. Two additional glycosylation sites were predicted in 58% of E1 and 30% of E2 sequences within the corresponding regions. We describe the positions of six conservative regions in E1 and E2, which have several charged and aromatic residues known to participate frequently in protein-protein recognition. Peculiarities in the amino acid content of conservative fragments and putative differences in glycosylation were considered with regard to antigenic specificity and possible binding to surface structures of target cells. We also analysed the hypervariable region 1 (HVR1), located in the E2 protein. Aligned positions of HVR1 were described in relation to the maintenance of conformational stability and recognition of cell receptors.

Fibritin encoded by bacteriophage T4 gene wac has a parallel triple-stranded alpha-helical coiled-coil structure.

The bacteriophage T4 late gene wac (whisker's antigen control) encodes a fibrous protein which forms a collar/whiskers complex. Whiskers function as a helper protein for the long tail fibres assembly and plays a role in regulating retraction of the long tail fibres in response to environmental conditions. In this work we show that expression of the cloned wac gene in Escherichia coli yields a protein oligomer of 53 nm length which we call fibritin, and which is able to complement gpwac T4 particles in vitro. CD spectroscopy of fibritin indicates a 90% alpha-helical content, and scanning calorimetry shows that the protein has several distinct domains. The analysis of the 486 amino acid sequence of fibritin reveals three structural components: a 408 amino acid region that contains 12 putative coiled-coil segments with a canonical heptad (a-b-c-d-e-f-g)n substructure where the "a" and "d" positions are preferentially occupied by apolar residues, and the N and C-terminal domains (47 and 29 amino acid residues, respectively) have no heptad substructure. The distribution of hydrophobic residues within heptads is more similar to a triple than to a double coiled-coil. The alpha-helical segments are separated by short "linker" regions, variable in length, that have a high proportion of glycine and proline residues. Each coiled-coil segment has, on the borders with linker regions, residues that are common to the N and C-terminal caps of the alpha-helices. Full-length and amino-terminally truncated fibritins can be reassembled in vitro after temperature-induced denaturation. Co-assembly of full-length fibritin and the N-terminal deletion mutant, as well as analytical centrifugation, indicates that the protein is a parallel triple-standard alpha-helical coiled-coil. Deletions of various N-terminal portions of fibritin did not block trimerisation but the mutant trimers are unable to bind to T4 particles. The last 18 C-terminal residues of fibritin are required for correct trimerisation of gpwac monomers in vivo. We propose that fibritin might serve as a convenient model for the investigation of folding and assembly mechanisms of alpha-fibrous proteins.

The wac gene product of bacteriophage T4 contains coiled-coil structural patterns.

The bacteriophage T4 late gene wac (whisker antigen control) encodes the protein which forms the fibrous structure on the neck of the virion called whiskers. Amino acid sequence analysis of wac gene product, as deduced from the nucleotide sequence, indicate ten alpha-helical domains (19-40 residues long) with coiled-coil structural patterns. These regions comprise about 70% of the entire 486 amino acid sequence. The alpha-helices are separated by short stretches of polypeptide chain which are similar to the loop regions of the globular protein sequences. We propose a structural model for the dimer of wac gene product molecule, that we call fibritin in which two polypeptide chains associate in a parallel fashion and form a segmented alpha-helical coiled-coil rod similar to epidermal keratins.

A proposed structure of bacteriophage T4 gene product 22--a major prohead scaffolding core protein.

Gene 22 of bacteriophage T4 encodes a major prohead scaffolding core protein of 269 amino acid residues. From its nucleotide sequence the gene product (gp) 22 has a predicted Mr of 29.9 and a pI of 4.3. The protein is rich in charged residues (glutamic acid and lysine) and contains low amounts of proline and glycine and no cysteine residues. We suggest that gp22 undergoes limited proteolytic processing which eliminates the short C-terminal piece from the molecule during the early steps of prohead assembly. Most amino acid residues of the gp22 polypeptide chain (80%) have an alpha-helical conformation and form seven peculiar alpha-helices. A model suggesting the spatial organization of gp22 is presented. Three long alpha-helices numbered 1 (1A and 1B), 3, and 5 (5A and 5B) are packed in an antiparallel fashion along the major axis of the road-shaped molecule. Two rather short alpha-helices (2 and 4) are located at the distal and proximal ends of the protein molecule, respectively. Helix number 2, which is a proteolytic fragment of gp22 found in mature T4 heads, is packed with helices 1A and 3, similar to a novel element of supersecondary structure, the alpha alpha-corner. Helix number 4 probably interacts with the gp20 connector of the prohead. The implications of the structure of the gp22 molecule for the assembly of the prohead core are discussed.