Molekulyarnaya Biologiya最新文献

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[πDMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures]. [πDMD模拟作为AlphaFold2模型模糊蛋白复合物结构的改进策略]。
Molekulyarnaya Biologiya Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020095, EDN: GFYXKD
N G Muradyan, A A Sargsyan, V G Arakelov, A K Paronyan, G G Arakelov, K B Nazaryan
{"title":"[<font face=\"Arial\",\"sans-serif\">π</font>DMD Simulation as a Strategy for Refinement of AlphaFold2 Modeled Fuzzy Protein Complexes Structures].","authors":"N G Muradyan, A A Sargsyan, V G Arakelov, A K Paronyan, G G Arakelov, K B Nazaryan","doi":"10.31857/S0026898425020095, EDN: GFYXKD","DOIUrl":"https://doi.org/10.31857/S0026898425020095, EDN: GFYXKD","url":null,"abstract":"<p><p>Disordered proteins are of great interest due to their structural features, as they do not have well- defined three-dimensional structures. These proteins, often called intrinsically disordered proteins or regions, play critical roles in various cellular processes and are associated with the development of a number of diseases. Our in silico research focused on the investigation of protein complexes that include both ordered proteins, such as 14-3-3γ, and proteins containing intrinsically disordered regions, such as nucleocapsid (N) of SARS-CoV-2 and p53. Our findings demonstrate, that complexes modeled by AlphaFold2 and refined using discrete molecular dynamics simulations acquire assembled structures in disordered regions. After refinement, the modeled complexes exhibit a degree of structural assembly that addresses a key challenge in studying disordered proteins-their propensity to evade stable conformations.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"277-287"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486430","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Efficient Method to Isolate High-Quality RNA from Mycelia of Toxigenic Fungi Fusarium sp.] 从产毒真菌Fusarium sp.菌丝体中分离高质量RNA的高效方法
Molekulyarnaya Biologiya Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020138, EDN: GFUSAT
A A Stakheev, D Yu Ryazantsev, N G Gabrielyan, A V Poluboyarinova, M E Taliansky, S K Zavriev
{"title":"[Efficient Method to Isolate High-Quality RNA from Mycelia of Toxigenic Fungi Fusarium sp.]","authors":"A A Stakheev, D Yu Ryazantsev, N G Gabrielyan, A V Poluboyarinova, M E Taliansky, S K Zavriev","doi":"10.31857/S0026898425020138, EDN: GFUSAT","DOIUrl":"https://doi.org/10.31857/S0026898425020138, EDN: GFUSAT","url":null,"abstract":"<p><p>A rapid and relatively cost-effective method was developed to isolate and purify RNA from mycelia of two plant-pathogenic fungal species of the genus Fusarium, F. graminearum and F. coffeatum, with different morphological and biochemical properties. The method utilizes a guanidine hydrochloride-based buffer and spin columns from a commercial plasmid DNA extraction kit and can be applied to both mycelia grown on nutrient agar media and liquid fungal cultures. The RNA yield with the method was 4-14 μg/100 mg of mycelium dry weight, and the RNA integrity number (RIN) values were up to 8.4. Method optimization showed that preliminary freeze drying is advisable to perform in the case of liquid cultures and that an RNase inhibitor should be used in the case of late culture growth stages.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"324-332"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486433","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Influence of Homology Arm Length and Structure on the Efficiency of Long Transgene Integration into a Cleavage Site Induced by SpCas9 or AsCpf1]. [同源臂长和结构对SpCas9或AsCpf1诱导的长转基因整合到切割位点效率的影响]。
Molekulyarnaya Biologiya Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020079, EDN: GGBDOW
J A Taran, R R Mintaev, D V Glazkova, B V Belugin, E V Bogoslovskaya, G A Shipulin
{"title":"[Influence of Homology Arm Length and Structure on the Efficiency of Long Transgene Integration into a Cleavage Site Induced by SpCas9 or AsCpf1].","authors":"J A Taran, R R Mintaev, D V Glazkova, B V Belugin, E V Bogoslovskaya, G A Shipulin","doi":"10.31857/S0026898425020079, EDN: GGBDOW","DOIUrl":"https://doi.org/10.31857/S0026898425020079, EDN: GGBDOW","url":null,"abstract":"<p><p>One of the promising new approaches to the treatment of HIV infection is CRISPR/Cas-mediated knockout of the CCR5 receptor gene followed by the integration of an anti-HIV gene into the break site. Numerous studies have focused on the knockout of the CCR5 gene; however, the efficiency of subsequent targeted integration of long fragments remains poorly studied. To evaluate the efficiency of this approach, we used HT1080 cells and investigated the integration of a cassette expressing the EGFP gene into the CCR5 locus using two different nucleases (SpCas9 and AsCpf1) and various donor DNA constructs delivered by recombinant adeno-associated viral vectors (rAAV). For each nuclease, we designed five variants of donor DNA differing in the length (ranging from 150 to 1000 bp) or structure of the homology arms. The efficiency of transgene integration with 150 bp homology arms was the lowest for both nucleases and differed significantly from constructs with longer homology arms. Furthermore, it was shown that the presence of nuclease cleavage sites in the donor DNA flanking the cassette with homology arms did not affect the efficiency of transgene integration during AAV delivery. We demonstrated that the AsCpf1 nuclease provided higher efficiency of EGFP transgene integration than SpCas9, despite the lower efficiency of CCR5 knockout. The maximum percentage of cells with the integrated transgene was achieved using the AsCpf1 nuclease and an expression cassette with 600 bp homology arms, reaching 59 ± 6%.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"255-265"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Prognostic Potential of hsa-miR-16-5p, hsa-miR-125b-5p, and hsa-miR-181a-5p for the Formation of Groups of Increased Risk of Breast Cancer under Radiation Exposure]. [hsa-miR-16-5p、hsa-miR-125b-5p和hsa-miR-181a-5p在辐射暴露下乳腺癌高危人群形成中的预后潜力]。
Molekulyarnaya Biologiya Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020017, EDN: GGXXZW
M A Yanishevskaya, E A Blinova, A V Akleyev
{"title":"[Prognostic Potential of hsa-miR-16-5p, hsa-miR-125b-5p, and hsa-miR-181a-5p for the Formation of Groups of Increased Risk of Breast Cancer under Radiation Exposure].","authors":"M A Yanishevskaya, E A Blinova, A V Akleyev","doi":"10.31857/S0026898425020017, EDN: GGXXZW","DOIUrl":"https://doi.org/10.31857/S0026898425020017, EDN: GGXXZW","url":null,"abstract":"<p><p>Breast cancer (BC) is a multifactorial disease that is characterized by various genetic and epigenetic changes that occur due to the effect of various factors including that of environmental etiological agents. The obtained scientific data speak volumes for epigenetic dysregulation in BC pathogenesis. Out of all epigenetic markers, various microRNA regulating a wide spectrum of biological processes in a cell could be viewed as one of the predictors of potential risk. Understanding the functional role of these molecules will provide valuable information about the complex molecular mechanisms underlying the appearance and development of BC. This review summarizes currently existing publicly available data on aberrant expression of miR-125b, miR-181a, and miR-16 in case of various cancer localizations; analyzes their role in BC pathogenesis; presents an annotation of the target-genes; and evaluates the repression potential of microRNA and their diagnostic significance in case of BC. An analysis of changes in miRNA expression during radiation exposure was conducted. Interest in examining specific miRNAs is due to the results of long-term monitoring of the health of people living in radioactively contaminated areas of the Southern Urals, as well as data on the expression profiles of miR-125b, miR-181a, and miR-16 over the long term in exposed people.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"175-188"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Division of the Standard Set of Amino Acids into Groups According to Their Evolutionary Age]. [氨基酸标准集按其进化年龄分组]。
Molekulyarnaya Biologiya Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020111, EDN: GFVVPE
V M Efimov, K V Efimov, V Yu Kovaleva
{"title":"[Division of the Standard Set of Amino Acids into Groups According to Their Evolutionary Age].","authors":"V M Efimov, K V Efimov, V Yu Kovaleva","doi":"10.31857/S0026898425020111, EDN: GFVVPE","DOIUrl":"https://doi.org/10.31857/S0026898425020111, EDN: GFVVPE","url":null,"abstract":"<p><p>It is generally accepted that the existing set of proteinogenic amino acids encoded by the standard genetic code was formed step by step in the course of evolution. Most studies name Ala, Asp, Glu, Gly, Ile, Leu, Pro, Ser, Thr, and Val as early amino acids, presumably of extraterrestrial origin. However, other studies have chosen a consensus list of early amino acids in which Ile is replaced by Arg. We compared the differences between early and late amino acids for the lists with Ile and with Arg based on their physicochemical properties (AAindex database). The point-biserial correlation coefficient rpb, Student's t-test, and its reliability, the p-value, were calculated between the binary lists with Ile and Arg and each AA index. Since in total 2x553 p-values were obtained, the problem of multiple comparisons was solved using the Bonferroni correction and the Benjamini-Hochberg method. Next, we used the 2B-PLS method, which is applied to two different sets of variables related to the same objects, to find information common to both sets. The first set was the binary lists of Trifonov (Arg) and Wong (Ile), and the second set was 553 AA indexes. The maximum correlation with both the list with Ile and with Arg (1.0 and 0.8, respectively) was demonstrated by the binary AA index CHAM830108, which characterizes the ability of an amino acid to be a charge donor: late amino acids are capable of being donors, while early ones are not. Apparently, this is due to the differences in the conditions under which the standard set of amino acids evolved: prebiotic and biotic. The results of the 2B-PLS analysis also show that in the list of ten evolutionarily early amino acids, Ile appears preferable to Arg. The allocation of the last six amino acids (Cys, His, Met, Phe, Trp, and Tyr) obtained on the basis of the reduction of the HOMO-LUMO gap in a separate, third stage of the evolution of the set of standard amino acids is confirmed. A compact arrangement on the 2B-PLS plane of the physicochemical properties of three groups of amino acids, in which adenine, thymine, and cytosine are located in the second position of the codons, respectively, as well as the maximum dispersion of amino acids with guanine in the second position of the codons, is revealed.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"299-308"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486431","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Placental Tissue Transcriptomics as a Tool to Identify the Molecular Mechanisms of Great Obstetrical Syndromes]. [胎盘组织转录组学作为识别大产科综合征分子机制的工具]。
Molekulyarnaya Biologiya Pub Date : 2025-03-01 DOI: 10.31857/S0026898425020048, EDN: GGNMXK
E A Trifonova, A V Markov, A A Zarubin, A A Babovskaya, M M Gavrilenko, T V Gabidulina, V A Stepanov
{"title":"[Placental Tissue Transcriptomics as a Tool to Identify the Molecular Mechanisms of Great Obstetrical Syndromes].","authors":"E A Trifonova, A V Markov, A A Zarubin, A A Babovskaya, M M Gavrilenko, T V Gabidulina, V A Stepanov","doi":"10.31857/S0026898425020048, EDN: GGNMXK","DOIUrl":"https://doi.org/10.31857/S0026898425020048, EDN: GGNMXK","url":null,"abstract":"<p><p>Numerous histological studies have demonstrated that impaired placentation processes are involved in the key pathogenetic mechanisms of great obstetrical syndromes (GOSs). However, the molecular basis of this discovery is still unclear. Therefore, the objectives of this work were to characterize the molecular mechanisms and to search for new genetic markers of pregnancy complications via an integrative analysis of the data obtained by genome-wide expression profiling of placental tissue in preeclampsia, intrauterine growth restriction (IUGR), premature labor (PL), and physiological pregnancy (PP). Oxidative stress, ferroptosis, and disordered intercellular interactions in placenta were assumed to be common pathogenetic mechanisms of GOSs. A total of 64 genes were found to be significantly dysregulated in at least two pregnancy complications. Maternal endothelial cells and syncytiotrophoblast cells were the most significant cell populations enriched in these genes. A computational analysis and the topology of the protein-protein interaction network identified SOD1, ACTG1, TXNRD1, TKT, GCLM, GOT1, ACO1, and UBB as hub genes. A set of key regulators that trigger the reaction cascades involving the differentially expressed genes was found to include MAPK3, MID1, LCMT1, DUSP10, TOPS, SOX10, EGFR, TFAP2A, GLIS1, NR2F1, NR2F2, PAX5, HSF1, and BCL6. The genes were overrepresented in the MAP kinase and interferon-γ response signaling pathways. The above genes and their products were assumed to provide the most promising biomarkers for developing new approaches to risk factor assessment and targeted therapy in GOSs. Further studies should be aimed at clarifying their functional and diagnostic significance in pregnancy complications.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 2","pages":"212-233"},"PeriodicalIF":0.0,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144486447","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Transcriptomics and the "Curse of Dimensionality": Monte Carlo Simulations of ML-Models as a Tool for Analyzing Multidimensional Data in Tasks of Searching Markers of Biological Processes]. 转录组学和“维度的诅咒”:ml模型的蒙特卡罗模拟作为分析生物过程标记物任务中的多维数据的工具。
Molekulyarnaya Biologiya Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010117, EDN: HCCMTU
G J Osmak, M V Pisklova
{"title":"[Transcriptomics and the \"Curse of Dimensionality\": Monte Carlo Simulations of ML-Models as a Tool for Analyzing Multidimensional Data in Tasks of Searching Markers of Biological Processes].","authors":"G J Osmak, M V Pisklova","doi":"10.31857/S0026898425010117, EDN: HCCMTU","DOIUrl":"10.31857/S0026898425010117, EDN: HCCMTU","url":null,"abstract":"<p><p>High-throughput transcriptomic research methods provide the assessment of a vast number of factors valuable for researchers. At the same time, \"curse of dimensionality\" issues arise, which lead to increasing the requirements on data processing and analysis methods. In this study, we propose a new algorithm that combines Monte Carlo methods and machine learning. This algorithm will enable feature space reduction by highlighting genes most likely associated with the investigated diseases. Our approach allows one not only to generate a set of \"interesting\" genes but also to assign weight to each gene, indicating its \"importance.\" This measure can be used in subsequent statistical analysis, visualization, and interpretation of results. Algorithm performance was demonstrated on open transcriptomic data of patients with HCM (GSE36961 and GSE1145). The analysis revealed genes MYH6, FCN3, RASD1, and SERPINA3, which is in good agreement with the available literature.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"154-161"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Development of Multiplex Real-Time RT-PCR to Determine the Expression Levels of Toll-Like Receptor Genes]. 多重实时RT-PCR检测toll样受体基因表达水平的研究进展
Molekulyarnaya Biologiya Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010129, EDN: HBYTDP
S A Salamaikina, V I Korchagin, K O Mironov
{"title":"[Development of Multiplex Real-Time RT-PCR to Determine the Expression Levels of Toll-Like Receptor Genes].","authors":"S A Salamaikina, V I Korchagin, K O Mironov","doi":"10.31857/S0026898425010129, EDN: HBYTDP","DOIUrl":"10.31857/S0026898425010129, EDN: HBYTDP","url":null,"abstract":"<p><p>Immune response gene expression analysis is an important task in studies of interactions between a host and an infectious agent. Many approaches to this task have been developed, but despite significant progress, the problem of selecting a single standard for data normalization remains unsolved. In the present work, HPRT1, SDHA, GAPDH, and TBP were selected as candidate reference genes with stable expression, and a system based on multiplex real-time RT-PCR was developed for their analysis. Calculations using the geNorm and BestKeeper algorithms made it possible to create a stable index based on two genes, HPRT1 and SDHA. The index was used to normalize the expression levels of the target Toll-like receptor genes (TLRs) TLR1, TLR2, TLR4, TLR6, and TLR8. A high stability and positive mutual correlations were observed for expression values of the TLR genes (except TLR6) in a sample of healthy individuals. The finding suggested common mechanisms of expression regulation and confirmed that the multiplex system is suitable for analyzing expression of immune response genes.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"162-172"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340409","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[De Novo Gene Birth].
Molekulyarnaya Biologiya Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010025, EDN: HDFFWO
E O Aristova, I A Volkhin, A A Denisova, P A Nikitin, E R Petrukhin
{"title":"[De Novo Gene Birth].","authors":"E O Aristova, I A Volkhin, A A Denisova, P A Nikitin, E R Petrukhin","doi":"10.31857/S0026898425010025, EDN: HDFFWO","DOIUrl":"10.31857/S0026898425010025, EDN: HDFFWO","url":null,"abstract":"<p><p>According to classic ideas, new genes emerge from old genes by duplication or horizontal transfer. Analyses of a large number of genomes in recent decades have shown that some genes have no visible homologs and have presumably emerged de novo from previously noncoding sequences. The review considers possible mechanisms of de novo gene formation, the properties of protein sequences encoded by such genes, and features of their expression and selection. The problem of identification of de novo arising gene is discussed separately.</p>","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"22-31"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
[Omics Study of Ovarian Malignancies: From Urine Metabolomic Profile to Minimally Invasive MicroRNA Markers]. [卵巢恶性肿瘤组学研究:从尿液代谢组学特征到微创MicroRNA标志物]。
Molekulyarnaya Biologiya Pub Date : 2025-01-01 DOI: 10.31857/S0026898425010067, EDN: HDBYUG
D S Kutilin, O N Guskova, F E Filippov, A Yu Maksimov
{"title":"[Omics Study of Ovarian Malignancies: From Urine Metabolomic Profile to Minimally Invasive MicroRNA Markers].","authors":"D S Kutilin, O N Guskova, F E Filippov, A Yu Maksimov","doi":"10.31857/S0026898425010067, EDN: HDBYUG","DOIUrl":"10.31857/S0026898425010067, EDN: HDBYUG","url":null,"abstract":"&lt;p&gt;&lt;p&gt;A search for efficient biomarkers of ovarian cancer is one of the current trends in gynecologic oncology. Metabolic profiling by ultra high-performance liquid chromatography and mass spectrometry (UHPLC-MS) yields information about the total set of low-molecular-weight metabolites of a patient's biological fluid sample. The metabolites may provide potential disease markers, and their combination with microRNA level data significantly increases the diagnostic value. To identify the potential noninvasive diagnostic markers of serous ovarian adenocarcinoma, the metabolomic profile and microRNA transcript levels were studied in urine samples of patients. The study included 60 patients diagnosed with serous ovarian adenocarcinoma and 20 women without a cancer history. Chromatographic separation of metabolites was performed on a Vanquish Flex UHPLC system coupled to an Orbitrap Exploris 480 mass spectrometer. A search for gene regulators of metabolites and microRNA regulators of genes was carried out using the Random forest machine learning method. The microRNA transcript levels in the urine were determined by real-time PCR (qPCR). LASSO-penalized logistic regression was used to build predictive models. In total, 26 compounds showed abnormal concentrations in the ovarian cancer (OC) patients compared with the control group, the set including kynurenine, phenylalanyl-valine, lysophosphatidylcholines (18:3, 18:2, 20:4, and 14:0), alanylleucine, L-phenylalanine, phosphatidylinositol (34:l), 5-methoxytryptophan, 2-hydroxymyristic acid, 3-oxocholic acid, indoleacrylic acid, lysophosphatidylserine (20:4), L-β-aspartyl-L-phenylalanine, myristic acid, decanoylcarnitine, aspartyl-glycine, malonylcarnitine, 3-hydroxybutyrylcarnitine, 3-methylxanthine, 2,6-dimethylheptanoylcarnitine, 3-oxododecanoic acid, N-acetylproline, L-octanoylcarnitine, and capryloylglycine. Metabolite-gene regulator (47 genes) and metabolite-microRNA regulator (613 unique microRNAs) relationships were established by the Random forest method. Levels of 85 microRNAs were validated by qPCR. Changes in transcript levels in the OC patients compared with the controls were observed for miR-382-5p, miR-593-3p, miR-29a-5p, miR-2110, miR-30c-5p, miR-181a-5p, let-7b-5p, miR-27a-3p, miR-370-3p, miR-6529-5p, miR-653-5p, miR-4742-5p, miR-2467-3p, miR-1909-5p, miR-6743-5p, miR-875-3p, miR-19a-3p, miR-208a-5p, miR-330-5p, miR-1207-5p, miR-4668-3p, miR-3193, miR-23a-3p, miR-12132, miR-765, miR-181b-5p, miR-4529-3p, miR-33b-5p, miR-17-5p, miR-6866-3p, miR-4753-5p, miR-103a-3p, miR-423-5p, miR-491-5p, miR-196b-5p, miR-6843-3p, miR-423-5p and miR-3184-5p. Thus, significant metabolomic imbalance in the urine was observed in the OC patients and was associated with changes in the levels of microRNAs that regulate the signaling pathways of the metabolites. The 26 compounds with abnormal concentrations and the levels of the microRNAs miR-33b-5p, miR-423-5p, miR-6843-3p, miR-4668-3p, miR-30c-5p, miR-6743-5p, ","PeriodicalId":39818,"journal":{"name":"Molekulyarnaya Biologiya","volume":"59 1","pages":"80-116"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144340414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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