Oncobox Method for Scoring Efficiencies of Anticancer Drugs Based on Gene Expression Data
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01.01.2020 |
Tkachev V.
Sorokin M.
Garazha A.
Borisov N.
Buzdin A.
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Methods in Molecular Biology |
10.1007/978-1-0716-0138-9_17 |
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© Springer Science+Business Media, LLC, part of Springer Nature 2020. We describe here the Oncobox method for scoring efficiencies of anticancer target drugs (ATDs) using high throughput gene expression data. The method rationale, design, and validation are given along with the examples of its practical applications in biomedicine. The method is based on the analysis of intracellular molecular pathways activation and measuring expressions of molecular target genes for every ATD under consideration. Using Oncobox method requires collection of normal (control) expression profiles and annotated databases of molecular pathways and drug target genes. Both microarray and RNA sequencing profiles are acceptable, although the latter type of data prevails in the most recent applications of this technique.
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Quantitation of Molecular Pathway Activation Using RNA Sequencing Data
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01.01.2020 |
Borisov N.
Sorokin M.
Garazha A.
Buzdin A.
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Methods in Molecular Biology |
10.1007/978-1-0716-0138-9_15 |
1 |
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© Springer Science+Business Media, LLC, part of Springer Nature 2020. Intracellular molecular pathways (IMPs) control all major events in the living cell. IMPs are considered hotspots in biomedical sciences and thousands of IMPs have been discovered for humans and model organisms. Knowledge of IMPs activation is essential for understanding biological functions and differences between the biological objects at the molecular level. Here we describe the Oncobox system for accurate quantitative scoring activities of up to several thousand molecular pathways based on high throughput molecular data. Although initially designed for gene expression and mainly RNA sequencing data, Oncobox is now also applicable for quantitative proteomics, microRNA and transcription factor binding sites mapping data. The Oncobox system includes modules of gene expression data harmonization, aggregation and comparison and a recursive algorithm for automatic annotation of molecular pathways. The universal rationale of Oncobox enables scoring of signaling, metabolic, cytoskeleton, immunity, DNA repair, and other pathways in a multitude of biological objects. The Oncobox system can be helpful to all those working in the fields of genetics, biochemistry, interactomics, and big data analytics in molecular biomedicine.
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Effects of maternal separation on serotonergic systems in the dorsal and median raphe nuclei of adult male Tph2-deficient mice
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05.11.2019 |
Lieb M.
Weidner M.
Arnold M.
Loupy K.
Nguyen K.
Hassell J.
Schnabel K.
Kern R.
Day H.
Lesch K.
Waider J.
Lowry C.
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Behavioural Brain Research |
10.1016/j.bbr.2019.112086 |
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© 2019 Elsevier B.V. Previous studies have highlighted interactions between serotonergic systems and adverse early life experience as important gene x environment determinants of risk of stress-related psychiatric disorders. Evidence suggests that mice deficient in Tph2, the rate-limiting enzyme for brain serotonin synthesis, display disruptions in behavioral phenotypes relevant to stress-related psychiatric disorders. The aim of this study was to determine how maternal separation in wild-type, heterozygous, and Tph2 knockout mice affects mRNA expression of serotonin-related genes. Serotonergic genes studied included Tph2, the high-affinity, low-capacity, sodium-dependent serotonin transporter (Slc6a4), the serotonin type 1a receptor (Htr1a), and the corticosterone-sensitive, low-affinity, high-capacity sodium-independent serotonin transporter, organic cation transporter 3 (Slc22a3). Furthermore, we studied corticotropin-releasing hormone receptors 1 (Crhr1) and 2 (Crhr2), which play important roles in controlling serotonergic neuronal activity. For this study, offspring of Tph2 heterozygous dams were exposed to daily maternal separation for the first two weeks of life. Adult, male wild-type, heterozygous, and homozygous offspring were subsequently used for molecular analysis. Maternal separation differentially altered serotonergic gene expression in a genotype- and topographically-specific manner. For example, maternal separation increased Slc6a4 mRNA expression in the dorsal part of the dorsal raphe nucleus in Tph2 heterozygous mice, but not in wild-type or knockout mice. Overall, these data are consistent with the hypothesis that gene x environment interactions, including serotonergic genes and adverse early life experience, play an important role in vulnerability to stress-related psychiatric disorders.
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Transcriptomics-Guided Personalized Prescription of Targeted Therapeutics for Metastatic ALK-Positive Lung Cancer Case Following Recurrence on ALK Inhibitors
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15.10.2019 |
Poddubskaya E.
Bondarenko A.
Boroda A.
Zotova E.
Glusker A.
Sletina S.
Makovskaia L.
Kopylov P.
Sekacheva M.
Moisseev A.
Baranova M.
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Frontiers in Oncology |
10.3389/fonc.2019.01026 |
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© Copyright © 2019 Poddubskaya, Bondarenko, Boroda, Zotova, Glusker, Sletina, Makovskaia, Kopylov, Sekacheva, Moisseev and Baranova. Non-small cell lung carcinoma (NSCLC) is the major cause of cancer-associated mortality. Identification of rearrangements in anaplastic lymphoma kinase (ALK) gene is an effective instrument for more effective targeted therapy of NSCLC using ALK inhibitors dramatically raising progression-free survival in the ALK-mutated group of patients. However, the tumors frequently develop resistance to ALK inhibitors. We describe here a case of 48 y.o. male patient with ALK-positive NSCLC who was clinically managed for 6.5 years from the diagnosis. The tumor was surgically resected, but 8 months later multiple brain metastases were discovered. The patient started receiving platinum-based chemotherapy and then was enrolled in a clinical trial of second-generation ALK inhibitor ceritinib, which resulted in a 21 months stabilization. Following disease relapse, the patient was successfully managed for 33 months with different lines of chemo- and local ablative therapies. Chemotherapy regimens, including off-label combination of crizotinib + bevacizumab + docetaxel, were selected using the cancer transcriptome data-guided bioinformatical decision support system Oncobox. These therapies led to additional stabilization for 22 months. Survival of our patient after developing resistance to ALK inhibitor was longer for 16 months than previously reported average survival for such cases. This case shows that transcriptomic-guided sequential personalized prescription of targeted therapies can be effective in terms of survival and quality of life in ALK-mutated NSCLC.
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Experimental Studies of the Expression of Neurotransmitter Transporter Genes in Astrocytes in Different Part of the Brain
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15.09.2019 |
Shusharina N.
Patrushev M.
Silina E.
Stupin V.
Litvitsky P.
Orlova A.
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Neuroscience and Behavioral Physiology |
10.1007/s11055-019-00820-1 |
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© 2019, Springer Science+Business Media, LLC, part of Springer Nature. Objectives. To study the expression of various neurotransmitter transporters (glutamate, aspartate, lactate, choline) in cultures of astrocytes from different part of the brain (cortex, hippocampus, and brainstem) in rats aged three and 11 days. Materials and methods. An experimental study was performed using 24 Rattus norvegicus rats aged three (n = 12) and 11 days (n = 12). High-throughput sequencing results were analyzed. Results. Expression of the glutamate and aspartate transporters in the brainstem in three-day-old rats was greater than in other areas, though the reverse pattern was seen in rats aged 11 days. Expression of the lactate transporter with age was identical to that in the cortex. Conclusions. The data obtained here demonstrated the nature of neuroastrocyte relationships and the role of astrocytes in the process of signal transmission. The results of the study, carried out using original methods of investigating neurotransmitter transporters, allow them to be recommended for monitoring the processes of neurogenesis and neurohomeostasis, including in cerebrovascular and neurodegenerative diseases.
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RNA polymrase II gene expression in clinical Leishmania major isolates with no-response-to-drug pattern
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01.08.2019 |
Ahmadian S.
Orlov Y.
Maurady A.
Eslami G.
Hosseini S.
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Biointerface Research in Applied Chemistry |
10.33263/BRIAC94.126130 |
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© 2019 by the authors. Cutaneous leishmaniasis (CL) is one of the most important infectious diseases in the world and is increasing day by day. No effective vaccine has been made against this disease, so far. An important issue with this disease is the development of drug resistance or no response to drug, which is going to spreading that its mechanism has not yet been completely identified. The main aim of this study was to assessment the expression of RNAPII gene in no response to drug and susceptible isolates of Leishmania major. The patients with CL from the central and North of Iran were considered for this study. The samples were transferred in RNAlater solution and stored in -20 °C. RNA extraction and cDNA synthesis were performed. The gene expression analysis was done with SYBR Green Real Time PCR Written informed consent was filled up by patients and then information forms were written based on Helsinki declaration. Statistical analysis was done with SPSS (16.0; SPSS Inc, Chicago) using independent t-test. P ≤ 0.05 was considered significant. It was observed that the gene expression of RNAPII in the no response to drug isolates was lower than that the one in drug sensitive isolates. A change in the expression of RNAP II in no response to drug isolates of L. major can indicate the potential role of this gene in the related mechanism.
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Cytokinin perception in potato: New features of canonical players
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18.07.2018 |
Lomin S.
Myakushina Y.
Kolachevskaya O.
Getman I.
Arkhipov D.
Savelieva E.
Osolodkin D.
Romanov G.
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Journal of Experimental Botany |
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3 |
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© The Author(s) 2018. Published by Oxford University Press on behalf of the Society for Experimental Biology. Potato is the most economically important non-cereal food crop. Tuber formation in potato is regulated by phytohormones, cytokinins (CKs) in particular. The present work studied CK signal perception in potato. The sequenced potato genome of doubled monoploid Phureja was used for bioinformatic analysis and as a tool for identification of putative CK receptors from autotetraploid potato cv. Désirée. All basic elements of multistep phosphorelay required for CK signal transduction were identified in the Phureja genome, including three genes orthologous to three CK receptor genes (AHK 2-4) of Arabidopsis. As distinct from Phureja, autotetraploid potato contains at least two allelic isoforms of each receptor type. Putative receptor genes from Désirée plants were cloned, sequenced and expressed, and the main characteristics of encoded proteins were determined, in particular their consensus motifs, modelled structure, ligand-binding properties, and ability to transmit CK signals. In all studied aspects the predicted sensor histidine kinases met the requirements for genuine CK receptors. Expression of potato CK receptors was found to be organ-specific and sensitive to growth conditions, particularly to sucrose content. Our results provide a solid basis for further in-depth study of CK signaling system and biotechnological improvement of potato.
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The role of the mLDL-induced activation of the complement system classical pathway and C3 expression stimulation in atherosclerosis
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01.01.2018 |
Drapkina O.
Gegenava B.
Fomin V.
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Terapevticheskii Arkhiv |
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© 2018 Media Sphera Publishing Group. All rights reserved. The role of modified low density lipoprotein in the activation of the classical pathway of the complement system and increasing expression C3 gene in human macrophages is described, role of these processes on the progression of atherosclerotic vascular lesions is considering.
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Principles of action of glucocorticoid receptor ligands
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01.01.2018 |
Tikhonov D.
Kareva E.
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Eksperimental'naya i Klinicheskaya Farmakologiya |
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© 2018 Izdatel'stvo Meditsina. All rights reserved. This review article considers the modern notions about glucocorticoid hormones. Particular attention is paid to their molecular mechanisms of action, with emphasis on the importance of studying new compounds of the group of selective modulators of glucocorticoid receptors.
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Immunological methods for TB infection diagnostics in children and adolescents. Challenges and opportunities
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01.01.2018 |
Vladimirsky M.
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Immunologiya |
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© 2018 Meditsina Publishers. All rights reserved. The spread of a latent tuberculosis infection - 2.3 billion people - is of emergency importance for the global task of mankind - to eliminate tuberculosis as a common disease by 2035. For children, due to the limited use of the radiological diagnosis methods, the main methods today are the immunological tests for the detection of tuberculous infection. The most common used method is the tuberculin skin test (Mantoux test) due to its lack of specificity has significant drawbacks, especially in countries using mass BCG vaccination. Relatively new methods using specific recombinant MTB proteins, both in vitro tests and in new skin tests, allow to determine tuberculosis infection in latent or active form much more specifically, however, they are somewhat less sensitive, in comparison with the Mantoux test, which requires development of these methods with the introduction of new additional specific antigens. It is obvious that crucial task is the development of new methods for distinguishing active and latent tuberculosis infection or being able to predict progression from latent to active TB diseases both in children and in adult population. The article shows new diagnostic techniques of blood cells and plasma samples based on the use of flow cytometry with the detection of antigen-specific T-cells producing interferongamma and tumor necrosis factor alpha, T-cells specific markers, as well as using combinations of the identification of various protein factors that have the prospect to determining active tuberculosis infection signs. However, these methods are still time-consuming and expensive. Currently, some new promising approaches based on the using of new genetically engineered products are being developed to determine specific antibodies in the blood serum. With the development of accelerated methods for the analysis of the expression of specific genes in blood cells, this direction also has the prospect of introducing into healthcare practice.
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Expression of genes for neurotransmitter transporters in astrocytes in different brain regions in experiment
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01.01.2018 |
Shusharina N.
Patrushev M.
Silina E.
Stupin V.
Litvitsky P.
Orlova A.
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Zhurnal Nevrologii i Psihiatrii imeni S.S. Korsakova |
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0 |
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© Team of authors, 2018. Objective. To investigate the expression of transporters of different neurotransmitters (glutamate, aspartate, lactate, choline) in the culture of astrocytes isolated from different regions of the brain (cortex, hippocampus and brainstem) in 3- and 11-day rats. Material and methods. An experimental study was performed on 24 3-(n=12) and 11-days (n=12) old rats (Rattus norvegicus). The results of high-performance sequencing were analyzed. Results. The expression of glutamate and aspartate transporters in the brainstem of 3-day rats was higher than in other regions, however, an opposite effect was observed in 11-day rats. The expression of lactate transporters with age became identical to those of the cortex. Conclusion. The data demonstrate the particular qualities of neuro-astrocytic connections and the important role of astrocytes in signal transmission. Results of the study performed by using genetic methods developed by the authors for the study of neurotransmitter transporters make it possible to recommend these methods to control the neurogenesis and neurohomeostasis, including in cerebrovascular and neurodegenerative diseases.
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the role of molecular genetic alterations in sensitivity of the adjuvant intravesical therapy for non-muscle invasive bladder cancer
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01.01.2018 |
Mikhaylenko D.
Sergienko S.
Zaborsky I.
Safiullin K.
Serebryany S.
Safronova N.
Nemtsova M.
Kaprin A.
Alekseev B.
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Onkourologiya |
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1 |
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© 2018 ABC-press Publishing House. All rights reserved. Bladder cancer (BC) is represented by non-muscle-invasive forms at the stage Ta, T1, CIS (NMBC) in 75 % of cases. The gold standard of treatment of NMBC patients is transurethral resection, but its implementation does not always allow the patient to be relieved of the recurrence of the disease. In this regard, patients with a low risk of progression after transurethral resection are administered by intravesical chemotherapy, with high risk (T1G2/3) – using instillation with BCG (Bacillus Calmette–Guerin) vaccine. Searching of NMBC markers for laboratory diagnostics, which would help to determine sensitivity or resistance to the planned type of adjuvant therapy remains an actual problem. The data published mainly in the last 5–7 years about genetic predictors of the response to adjuvant chemotherapy and, to a greater extent, immunotherapy with BCG vaccine, are reviewed in this work. Allele combinations in the genes involved in immune response, xenobiotic biotransformation and other loci that are associated with the response to the adjuvant NMBC therapy in meta-analyzes are systematized. Also, expression profiles of mRNA, microRNA and proteins, as well as panels of methylated loci associated with the effectiveness of chemotherapy and immunotherapy of NMBC are considered. It was demonstrated that the somatic mutations sequencing in the primary tumor and the total mutational load using high-throughput sequencing technologies (NGS) identified a number of potential prognostic markers. Perhaps, the mutational load will be more widely used as a highly informative predictor of immunotherapeutic effect in BC: BCG therapy of NMBC and BC targeted therapy using the inhibitors of immune control points, after the standardization of the analysis. This review is intended to oncologists, geneticists, molecular biologists, urologists, pathologists and other specialists working in the field of molecular genetics in oncological urology.
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