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Vol 52, No 2 (2018)

Reviews

Functional Characterization of Septin Complexes

Akhmetova K.A., Chesnokov I.N., Fedorova S.A.

Abstract

Septins belong to a family of conserved GTP-binding proteins found in majority of eukaryotic species except for higher plants. Septins form nonpolar complexes that further polymerize into filaments and associate with cell membranes, thus comprising newly acknowledged cytoskeletal system. Septins participate in a variety of cell processes and contribute to various pathophysiological states, including tumorigenesis and neurodegeneration. Here, we review the structural and functional properties of septins and the regulation of their dynamics with special emphasis on the role of septin filaments as a cytoskeletal system and its interaction with actin and microtubule cytoskeletons. We also discuss how septins compartmentalize the cell by forming local protein-anchoring scaffolds and by providing barriers for the lateral diffusion of the membrane proteins.

Molecular Biology. 2018;52(2):137-150
pages 137-150 views

Epigenetic Mechanisms of Blood-Pressure Regulation

Markel A.L., Redina O.E.

Abstract

The role of epigenetic mechanisms involved in blood-pressure regulation has been reviewed. It is known that some periods in early pre- and postnatal ontogenesis are very sensitive to some environmental and endogenous influences. These periods are characterized as highly vulnerable to the formation of a complex of epigenetic changes that may determine the trajectory of the further formation of physiological systems involved in the blood-pressure regulation. Early life influences on these systems may predispose an individual to the development of hypertensive disease in further life. In some cases, the transmission of epigenetic changes to the next generations may resolve the contradiction between the high heritability of arterial hypertensive disease and the low total contribution of polymorphic DNA variants in the population variability of blood pressure values.

Molecular Biology. 2018;52(2):151-164
pages 151-164 views

Human Genetic Predisposition to Diseases Caused by Viruses from Flaviviridae Family

Ignatieva E.V., Romaschenko A.G., Yudin N.S., Barkhash A.V., Maksimov V.N.

Abstract

The identification of human predisposition genes to severe forms of infectious diseases is important for understanding the mechanisms of pathogenesis, as well as for the detection of the risk groups. This will allow one to carry out targeted vaccination and preventive therapy. The most common approaches to the genetic risk estimation include conducting association studies, in which the groups of patients and control individuals are compared using both preliminarily selected candidate genes and using genome-wide analysis. To search for genetic variants predisposed to severe forms of infectious diseases, it is expedient to form a control that consists of patients with clinically proven infections with asymptomatic or mild forms of the disease. The examples of the use of these approaches to identify genetic factors that predispose one to severe forms of infections caused by viruses from the Flaviviridae family are considered in the review. At present, a number of genetic markers associated with predisposition to tick-borne encephalitis, West Nile fever, and Dengue fever have already been detected. These associations must be confirmed in independent samples. Genetic variants, for which the association with spontaneous recovery during infection with hepatitis C virus, patient’s reaction on antiviral drugs, and the development of liver fibrosis was established, were also detected. The gene variants with more pronounced phenotypic effects will probably be found during further studies; they can be used in clinical practice as prognostic markers of the course and outcomes of infection with the Flaviviridae, as well as of the response to treatment.

Molecular Biology. 2018;52(2):165-181
pages 165-181 views

Role of the Nucleolus in Rearrangements of the IGH Locus

Iarovaia O.V., Ioudinkova E.S., Razin S.V., Vassetzky Y.S.

Abstract

The review summarizes the results from a series of studies focusing on the role that the nucleolus plays in maturation of the IGH locus and the choice of its partner genes in leukemia-associated translocations. The role of nuclear compartmentalization and nuclear localization of translocated oncogenes in ectopic activation of their transcription is discussed.

Molecular Biology. 2018;52(2):182-189
pages 182-189 views

Genomics. Transcriptomics

Overexpression of microRNAs miR-9, -98, and -199 Correlates with the Downregulation of HK2 Expression in Colorectal Cancer

Snezhkina A.V., Krasnov G.S., Zhikrivetskaya S.O., Karpova I.Y., Fedorova M.S., Nyushko K.M., Belyakov M.M., Gnuchev N.V., Sidorov D.V., Alekseev B.Y., Melnikova N.V., Kudryavtseva A.V.

Abstract

Glycolysis activation is one of the main features of energy metabolism in cancer cells that is associated with the increase in glycolytic enzyme synthesis, primarily, hexokinases (HKs), in many types of tumors. Conversely, in colorectal cancer (CRC) the decrease in the expression of HK2 gene, which encodes one of the key rate-limiting enzyme of glycolysis, was revealed, thus, the study of the mechanisms of its inhibition in CRC is of particular interest. To search for potential microRNAs, inhibiting the expression of HK2 in CRC, we have performed the analysis of data from “The Cancer Genome Atlas” (TCGA) and five microRNA–mRNA target interaction databases (TargetScan, DIANA microT, mirSVR (miRanda), PicTar, and miRTarBase) using original CrossHub software. Seven microRNAs containing binding site on mRNA HK2, which expression is negatively correlated with HK2 expression, were selected for further analysis. The expression levels of these microRNAs and mRNA HK2 were estimated by quantitative PCR on a set of CRC samples. It has been shown, that the expression of three microRNAs (miR-9-5p, -98-5p, and -199-5p) was increased and correlated negatively with mRNA level of HK2 gene. Thus, downregulation of HK2 gene may be caused by its negative regulation through microRNAs miR-9-5p, -98-5p, and -199-5p.

Molecular Biology. 2018;52(2):190-199
pages 190-199 views

Identification of Fusion Transcripts in Leukеmic Cells by Whole-Transcriptome Sequencing

Ikonnikova A.Y., Ammour Y.I., Snezhkina A.V., Krasnov G.S., Kudryavtseva A.V., Nasedkina T.V.

Abstract

Genetic aberrations in leukemia often lead to the formation of expressed chimeric genes, which should be assessed for proper diagnosis and therapy. Modern methods of molecular diagnostic mainly allow to identify already known fusion genes. RNAseq is an efficient tool for identification of rare and novel chimeric transcripts. Here we present the results of the whole transcriptome analysis of bone marrow samples from five patients with acute myeloblastic leukemia and one, with myelodysplastic syndrome. The wholetranscriptome analysis was performed using Illumina/Solexa approach. We found rare or unknown chimeric transcripts including ETV6-MDS1, MN1-ETV6, OAZ1-PTMA, and MLLT10-GRIA4. Each of these transcripts was confirmed by RT-PCR and Sanger sequencing.

Molecular Biology. 2018;52(2):200-205
pages 200-205 views

Multiplex Genotyping of Allelic Variants of Genes Involved in Metabolizing Antileukemic Drugs

Fesenko D.O., Avdonina M.A., Gukasyan L.G., Surzhikov S.A., Chudinov A.V., Zasedatelev A.S., Nasedkina T.V.

Abstract

A biochip, primer set, and genotyping protocol were developed to simultaneously address 16 single nucleotide polymorphisms in antileukemic drug metabolism genes, including TPMT, ITPA, MTHFR, SLCO1B1, SLC19A1, NR3C1, GRIA1, ASNS, MTRR, and ABCB1. The genotyping procedure included a one-round multiplex polymerase chain reaction (PCR) with simultaneous incorporation of a fluorescent label into the PCR product and subsequent hybridization on a biochip with immobilized probes. The method was used to test 65 DNA samples of leukemia patients. Fluorescence signal intensity ratios in pairs of wildtype and respective mutant sequence probes were analyzed for all polymorphic markers and demonstrated high accuracy of genotyping. The reliability of genotype determination using the biochip was confirmed by direct Sanger sequencing.

Molecular Biology. 2018;52(2):206-211
pages 206-211 views

Molecular Cell Biology

Functional Responses to the Chronic Activation of 5-HT1A Receptors in Mice with Genetic Predisposition to Catalepsy

Tsybko A.S., Ilchibaeva T.V., Bazovkina D.V., Naumenko V.S.

Abstract

The effects of chronic 5-HT1A receptor activation on the behavior, functional activity of 5-HT1A receptors, and expression of key genes of the brain 5-HT system were studied in mice of the catalepsy-prone CBA strain and the catalepsy-resistant C57BL/6 strain. Chronic treatment with 8-Hydroxy-2-(di-n-propylamino) tetralin (8-OH-DPAT) (1.0 mg/kg i.p., 14 days) led to a significant decrease in the hypothermic response to acute administration of 8-OH-DPAT in CBA and C57BL/6 mice, which indicates the desensitization of 5-HT1A receptors in both strains. Pretreatment with the 5-HT7 receptor agonist SB 269970 did not affect the hypothermic response to the acute administration of 8-OH-DPAT, which suggests an independent functional response of 5-HT1A receptors. The treatment did not induce any changes in the behavior in the open field paradigm in CBA mice, but significantly increased the total path, the time spent in the center, and the number of rearings in C57BL/6 mice, which indicates the enhancement of locomotor and exploratory activity in C57BL/6 mice. The chronic activation of 5-HT1A receptor downregulated 5-HT1A gene expression, as well as the expression of the gene that encodes tryptophan hydroxylase 2, a key enzyme of 5-HT biosynthesis, in the midbrain and the expression of the gene that encodes the 5-HT2A receptor in the frontal cortex of CBA, but not C57BL/6 mice. The obtained data provide a new evidence on the receptor–gene cross talk in the brain 5-HT system that may underlie the loss of pharmacological efficacy of 5-HT1A receptor agonists. In turn, the loss of the behavioral response and compensatory alterations in key genes of the brain 5- HT system in CBA mice suggests that catalepsy-prone and -resistant genotypes demonstrate different sensibility to the effects of drugs.

Molecular Biology. 2018;52(2):212-221
pages 212-221 views

Maturation and Antigen Loading Protocols Influence Activity of Anticancer Dendritic Cells

Nazarkina Z.K., Zajakina A., Laktionov P.P.

Abstract

The practical use of dendritic cell-based vaccines in anticancer therapy is limited by a lack of standards for dendritic cell (DC) generation, as well as standard procedures for controlling their activation and the technique of DC loading with nucleic acids encoding tumor antigens. Analyzing the currently available data, the most promising cocktails for DC maturation were selected and a comparative study of the cocktails and time of maturation on the capacity of DC to activate T-cell immune response has been performed. A study of the expression of surface markers and the production of IL-12, IL-6, and IL-10 cytokines, as well as the efficacy of T-cell activation showed that the use of the standard 7-day maturation protocol is preferable to the 4-day maturation protocol. Cocktails composed of TNF-α, IL-1β, IFN-α, IFN-γ, and poly(I:C), as well as TNF-α, IL-1β, IFN-γ, R848, and PGE2 were shown to be the most efficient activators of DCs. A comparison of the efficacy of different methods of DNA transfection into DCs and RNA delivery using alphavirus vectors demonstrated the superiority of magnet-assisted transfection (MATra) to other protocols.

Molecular Biology. 2018;52(2):222-231
pages 222-231 views

Increase in Bacterial Resistance to Antibiotics after Cancer Therapy with Platinum-Based Drugs

Chistyakov V.A., Prazdnova E.V., Mazanko M.S., Churilov M.N., Chmyhalo V.K.

Abstract

The use of platinum-based anticancer drugs is limited by both their side effects and their effect on normal microflora’s metagenome. Drugs that possess mutagenic and genotoxic properties may cause mutations in microbial genomes that contribute to the emergence of resistance to antimicrobial preparations and the development of complications after chemotherapy. The effects of cisplatin and oxaliplatin on microorganisms were studied using bacterial biosensors—E. coli strains MG1655 pKatG-lux, which reacts to the generation of hydrogen peroxide; MG1655 pSoxS-lux, which reacts to the superoxide anion radical; and the MG1655 pColD-lux strain, which detects DNA damage. The biosensor tests demonstrated high levels of genotoxicity for both drugs and some differences in the spectrum of reactive oxygen species generated. Ascorbate reduced genotoxicity of cisplatin by 41%. Nonlethal doses of cisplatin induced a three- to sevenfold increase in the frequency of the mutations that confer the resistance of E. coli to rifampicin and ciprofloxacin. Ascorbate also reduced frequency of the mutations by 65%. Thus, the effect of these drugs was probably associated with the generation of reactive oxygen species and induction of SOS response. The risk of secondary antibiotic-resistant infections may be decreased by applying antioxidants and antimutagens. At the same time, these increases may also decrease the anti-tumoral action of these compounds.

Molecular Biology. 2018;52(2):232-236
pages 232-236 views

DNA Bearing Bulky Fluorescent and Photoreactive Damage in Both Strands as Substrates of the Nucleotide Excision Repair System

Lukyanchikova N.V., Petruseva I.O., Evdokimov A.N., Koroleva L.S., Lavrik O.I.

Abstract

Model DNA molecules that contain bulky lesions in both strands have been created, and their properties as substrates of the nucleotide excision repair (NER) system have been analyzed. The modified nucleoside, 5-[3-(4-azido-2,3,5,6-tetrafluorobenzamido)-1-propoxypropyl]-2′-deoxycytidine (dCFAB), or the nonnucleoside fragment, N-[6-(9-anthracenylcarbamoyl)hexanoyl]-3-amino-1,2-propanediol (nAnt), have been inserted as damage in certain positions of the first DNA strand (“0”). The position of N-[6-5(6)- fluoresceinylcarbamoyl]hexanoyl]-3-amino-1,2-propanediol (nFlu) has been varied within the second DNA strand. This residue has been located opposite the removable damaging fragment of the first strand at positions–20,–10,–4, 0, +3, and +8 relative to the first lesion). It has been demonstrated that the presence of nFlu at the–4, 0, or +3 position of the second strand significantly reduces the thermostability of DNA duplexes, especially in the case of nAnt-DNA and completely excludes the possibility of NER-catalyzed excision from dCFAB- and nAnt-containing 137-meric DNA with the second lesion at these positions. The introduction of nFlu at positions–20,–10, or +8 differently affects the excision efficiency of dCFAB- and nAntcontaining fragments from the first strand. The excision efficiency of dCFAB-containing fragments from extended double-damaged DNA is as high as from DNA that contains a single dCFAB damage, while the excision of nAnt-containing fragments occurs with 80–90% lower efficiency from double-damaged DNA occurs from DNA that contains the single nAnt insert. The nFlu insert differently affects the interaction of the sensory XPC-HR23B dimer with dCFAB- and nAnt-containing DNAs, although in all cases, this interaction occurs with increased efficiency compared to that with single-damaged DNAs. No direct correlation between the thermostability of the DNA duplex and XPC-DNA affinity on the one hand, and the excision efficiency of lesions on the other hand has been shown. The absence of the correlation may be caused by both functional features of variable multiprotein complexes involved in the recognition and verification of damage during NER and the sensitivity of the complexes to the structure of the damage and damage-surrounding DNA. The results are important for understanding the NER mechanism of elimination of bulky damage located in both DNA strands.

Molecular Biology. 2018;52(2):237-246
pages 237-246 views

Enhancement of Na,K-ATPase Activity as a Result of Removal of Redox Modifications from Cysteine Residues of the α1 Subunit: the Effect of Reducing Agents

Dergousova E.A., Petrushanko I.Y., Klimanova E.A., Mitkevich V.A., Ziganshin R.H., Lopina O.D., Makarov A.A.

Abstract

Na,K-ATPase is a transmembrane enzyme that creates a gradient of sodium and potassium, which is necessary for the viability of animal cells. The activity of Na,K-ATPase depends on the redox status of the cell, decreasing with oxidative stress and hypoxia. Previously, we have shown that the key role in the redox sensitivity of Na,K-ATPase is played by the regulatory glutathionylation of cysteine residues of the catalytic alpha subunit, which leads to the inhibition of the enzyme. In this study, the effect of reducing agents (DTT, ME, TCEP) on the level of glutathionylation of the alpha subunit of Na,K-ATPase from rabbit kidneys and the enzyme activity has been evaluated. We have found that the reducing agents partially deglutathionylate the protein, which leads to its activation. It was impossible to completely remove glutathionylation from the native rabbit kidney protein. The treatment of a partially denatured protein on the PVDF membrane with reducing agents (TCEP, NaBH4) also does not lead to the complete deglutathionylation of the protein. The obtained data indicate that Na,K-ATPase isolated from rabbit kidneys has both regulatory and basal glutathionylation, which appears to play an important role in the redox regulation of the function of Na, K-ATPase in mammalian tissues.

Molecular Biology. 2018;52(2):247-250
pages 247-250 views

Protection of Lymphocytes Against HIV using Lentivirus Vector Carrying a Combination of TRIM5α-HRH Genes and microRNA Against CCR5

Omelchenko D.O., Glazkova D.V., Bogoslovskaya E.V., Urusov F.A., Zhogina Y.A., Tsyganova G.M., Shipulin G.A.

Abstract

Gene therapy is considered a promising approach to treating infections caused by human immunodeficiency virus (HIV). One strategy is to introduce antiviral genes into cells in order to impart resistance to HIV. In this work, the antiviral activity of new anti-HIV lentiviral vector pT has been studied. The vector carries a combination that consists of two identical artificial miRNA mic13lg and the TRIM5α-HRH gene. Two mic13lg microRNAs suppress the expression of the CCR5 gene, which encodes the HIV coreceptor and, thus, prevents the penetration of R5-tropic HIV strains into the cell. It has been shown that pT effectively inhibits the expression of CCR5 in both the HT1080 CCR5-EGFP model cell line and in human primary lymphocytes. The second line of protection against R5- and X4-tropic HIV is provided by the TRIM5α-HRH protein, which binds virus capsids after the virus enters the cell. Indeed, when infecting cells of the SupT1 line, which contains four copies of the vector per cell, with the X-4 tropic HIV, more than 1000-fold suppression of viral replication has been observed. The process of generation of the pT vector and conditions of transduction of CD4+ lymphocytes were optimized for testing the antiviral activity of the vector on primary human lymphocytes. As a result, the transduction efficiency for the pT vector was 28%. After infection with the R5-tropic strain of the virus, the survival of cells in the culture of lymphocytes with the vector was significantly higher than in the control. However, the complete suppression of HIV replication was not achieved, presumably due to the inadequate fraction of cells that carry the vector in culture. In the future, it is planned to find the best way to enrich the lymphocyte culture with modified cells to increase resistance to HIV.

Molecular Biology. 2018;52(2):251-261
pages 251-261 views

Novel Glycyrrhetinic Acid Derivative Soloxolone Methyl Inhibits the Inflammatory Response and Tumor Growth in vivo

Markov A.V., Sen’kova A.V., Zenkova M.A., Logashenko E.B.

Abstract

Due to wide spreading of inflammatory disease and imperfection of available anti-inflammatory drugs, mainly associated with their serious side effects, searching for new anti-inflammatory agents is a pressing problem. Natural triterpenoids and their synthetic analogs are a promising source of new drugs. In this study, we have investigated the anti-inflammatory and antitumor effects in vivo of the glycyrrhetinic acid derivative soloxolone methyl (SM), or methyl 2-cyano-3,12-dioxo-18βH-olean-9(11),1(2)-dien-30-oate. SM was shown to efficiently suppress the development of edema in a mouse model of carrageenan- or histamine- induced acute inflammation. SM also inhibited the tumor growth and reduced the tumor cell count in the ascitic fluid in mice bearing Krebs-2 carcinoma, the development of which is accompanied by an inflammatory process in the surrounding tissues.

Molecular Biology. 2018;52(2):262-268
pages 262-268 views

Rabies Virus Glycoprotein with a Consensus Amino Acid Sequence and a Lysosome Targeting Signal Causes Effective Production of Antibodies in DNA-Immunized Mice

Starodubova E.S., Kuzmenko Y.V., Pankova E.O., Latanova A.A., Preobrazhenskaya O.V., Karpov V.L.

Abstract

Safe and effective anti-rabies vaccines are intensely sought worldwide. DNA vaccines have already shown their efficacy and safety and have occupied a special place in the field. Two prototype anti-rabies DNA vaccines were compared for the potential to induce virus-specific antibody production. One vector contained a codon-optimized gene with a territory-adapted consensus sequence of the rabies virus glycoprotein. The other one expressed the same glycoprotein in fusion with a c-CD63 lysosome targeting motif at the C terminus. ELISA of serum samples from immunized mice showed that the c-CD63 variant induced more efficient antibody production and shifted the IgG2a/IgG1 ratio towards the Th2-type immune response. The results gave grounds to believe that the approach successfully applied to the rabies glycoprotein may help to develop new-generation anti-rabies vaccines.

Molecular Biology. 2018;52(2):269-271
pages 269-271 views

Detection of DNA Methylation by Dnmt3a Methyltransferase using Methyl-Dependent Restriction Endonucleases

Sergeev A.V., Kirsanova O.V., Loiko A.G., Nomerotskaya E.I., Gromova E.S.

Abstract

DNA methylation at cytosine residues in CpG sites by DNA methyltransferases (MTases) is associated with various cell processes. Eukaryotic MTase Dnmt3a is the key enzyme that establishes the de novo methylation pattern. A new in vitro assay for DNA methylation by murine MTase Dnmt3a was developed using methyl-dependent restriction endonucleases (MD-REs), which specifically cleave methylated DNA. The Dnmt3a catalytic domain (Dnmt3a-CD) was used together with KroI and PcsI MD-REs. The assay consists in consecutive methylation and cleavage of fluorescently labeled DNA substrates, then the reaction products are visualized in polyacrylamide gel to determine the DNA methylation efficiency. Each MD-RE was tested with various substrates, including partly methylated ones. PcsI was identified as an optimal MDRE. PcsI recognizes two methylated CpG sites located 7 bp apart, the distance roughly corresponding to the distance between the active centers of the Dnmt3a-CD tetramer. An optimal substrate was designed to contain two methylated cytosine residues and two target cytosines in the orientation suitable for methylation by Dnmt3a-CD. The assay is reliable, simple, and inexpensive and, unlike conventional methods, does not require radioactive compounds. The assay may be used to assess the effectiveness of Dnmt3a inhibitors as potential therapeutic agents and to investigate the features of the Dnmt3a-CD function.

Molecular Biology. 2018;52(2):272-278
pages 272-278 views

Bioinformatics

Prediction of Bacterial and Archaeal Allergenicity with AllPred Program

Bragin A.O., Sokolov V.S., Demenkov P.S., Ivanisenko T.V., Bragina E.Y., Matushkin Y.G., Ivanisenko V.A.

Abstract

Nowadays, allergic disorders have become one of the most important social problems in the world. This can be related to the advent of new allergenic agents in the environment, as well as an increasing density of human contact with known allergens, including various proteins. Thus, the development of computer programs designed for the prediction of allergenic properties of proteins becomes one of the urgent tasks of modern bioinformatics. Previously we developed a web accessible Allpred Program (http://www-bionet.sscc.ru/ psd/cgi-bin/programs/Allpred/allpred.cgi) that allows users to assess the allergenicity of proteins by taking into account the characteristics of their spatial structure. In this paper, using AllPred, we predicted the allergenicity of proteins from 462 archaea and bacteria species for which a complete genome was available. The segregation of considered proteins on archaea and bacteria has shown that allergens are predicted more often among archaea than among bacteria. The division of these proteins into groups according to their intracellular localization has revealed that the majority of allergenic proteins were among the secreted proteins. The application of methods for predicting the level of gene expression of microorganisms based on DNA sequence analysis showed a statistically significant relationship between the expression level of the proteins and their allergenicity. This analysis has revealed that potentially allergenic proteins were more common among highly expressed proteins. Sorting microorganisms into the pathogenic and nonpathogenic groups has shown that pathogens can potentially be more allergenic because of a statistically significant greater number of allergens predicted among their proteins.

Molecular Biology. 2018;52(2):279-284
pages 279-284 views

BCIgEPRED—a Dual-Layer Approach for Predicting Linear IgE Epitopes

Saravanan V., Gautham N.

Abstract

Allergy is a common health problem worldwide, especially food allergy. Since B cell epitopes that are recognized by the IgE antibodies act as antigenic determinants for allergy, they play a vital role in diagnostics. Hence, knowledge of an IgE binding epitope in a protein is of particular interest for identifying allergenic proteins. Though IgE epitopes may be conformational or linear, identification of the later is useful especially in food allergens that undergo processing or digestion. Very few computational tools are available for the prediction of linear IgE epitopes. Here we report a prediction system that predicts the exact linear IgE epitope. Since our earlier study on linear B-cell epitope prediction demonstrated the effectiveness of using an exact epitope dataset (in contrast to epitope containing region datasets), the dataset in this study uses only experimentally verified exact IgE, IgG, IgM and IgA epitopes. Models for Support Vector Machine (SVM) and Random Forest (RF) were constructed adopting Dipeptide Deviation from the Expected mean (DDE) feature vector. Extensive validation procedures including five-fold cross validation and two different independent dataset tests have been performed to validate the proposed method, which achieved a balanced accuracy ranging from 74 to 78% with area under receiver operator curve greater than 0.8. Performance of the proposed method was observed to be better (accuracy difference of 16–28%) in comparison to the existing available method. The proposed method is developed as a standalone tool that could be used for predicting IgE epitopes as well as to be incorporated into any allergen prediction toolhttps://github.com/brsaran/BCIgePred.

Molecular Biology. 2018;52(2):285-293
pages 285-293 views