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QSAR ANALYSIS OF HDAC6 INHIBITORS hdac6抑制剂的Qsar分析
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-1-35-48
OLEG V. TINKOV, VENIAMIN YU. GRIGOREV, LYUDMILA D. GRIGOREVA
Histone deacetylase inhibitors are the most important class of drugs for the treatment of oncologies and other diseases due to their effect on cell growth, differentiation and apoptosis. Among the known eighteen histone deacetylases, Histone deacetylase 6 (HDAC6), which is involved in oncogenesis, cell survival, and cancer cell metastasis, is of high importance. Using 2D molecular descriptors RDKit, simplex descriptors, as well as methods of Random Forest (RF), Gradient Boosting (GBM), Support vectors (SVM), a number of adequate classi cation models of Quantitative Structure-Activity Relationship (QSAR) are proposed. For the models constructed using simplex descriptors, a structural interpretation was carried out, which made it possible to describe molecular fragments that increase and decrease the activity of HDAC6 inhibitors. The results of the structural interpretation were used for the rational molecular design of potential HDAC6 inhibitors, for which ADMET properties were also evaluated. Models built using 2D RDKit descriptors are freely available on the github platform (https://github.com/ovttiras/HDAC6-inhibitors).
组蛋白去乙酰化酶抑制剂因其对细胞生长、分化和凋亡的影响而成为治疗肿瘤和其他疾病的最重要的一类药物。在已知的18种组蛋白去乙酰化酶中,组蛋白去乙酰化酶6 (histone deacetylase 6, HDAC6)在肿瘤发生、细胞存活和癌细胞转移过程中发挥着重要作用。利用二维分子描述符RDKit、单纯形描述符,以及随机森林(RF)、梯度增强(GBM)、支持向量机(SVM)等方法,提出了一系列合适的定量构效关系(QSAR)分类模型。对于使用单纯形描述符构建的模型,进行了结构解释,这使得描述增加和降低HDAC6抑制剂活性的分子片段成为可能。结构解释的结果用于合理的分子设计潜在的HDAC6抑制剂,并对其ADMET性质进行了评估。使用2D RDKit描述符构建的模型可以在github平台上免费获得(https://github.com/ovttiras/HDAC6-inhibitors)。
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引用次数: 0
HIGHLY STABLE MUTANT BACTERIAL FORMAT DEHYDROGENASE WITH IMPROVED CATALYTIC PROPERTIES 高度稳定的突变型细菌脱氢酶具有改进的催化性能
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-2-99-111
ANASTASIA A. POMETUN, ANNA A. SHIROKOVA, GALANICHEVA NATALIA P., LEONID A. SHAPOSHNIKOV, DENIS L. ATROSHENKO, EVGENII V. POMETUN, VLADIMIR I. TISHKOV, SVYATOSLAV S. SAVIN
NAD+-dependent formate dehydrogenase (FDH, EC 1.2.1.2) from methylotrophic bacterium Pseudomonas sp.101 (PseFDH) has one of the highest thermal stability among all known enzymes of this group. The introduction of a number of amino acid substitutions into PseFDH made it possible to obtain a multipoint mutant PseFDH SM4S enzyme with even higher temperature and chemical stability. Previously, we showed that the introduction of additional single point replacements S131A, or S160A, or E170D into PseFDH SM4S led to further stabilization of the enzyme. In this work, based on the PseFDH SM4S S131A mutant, new mutant FDHs obtained, in which, compared to PseFDH SM4S, we added double S131A/E170D (M2), triple S131A/S160A/E170D (M3) and quadruple S131A/S160A/ E170D/S145A (PseFDH SM4A M3) amino acids replacements. The new PseFDH mutants were overexpressed in E. coli cells, puri ed and characterized. The S131A/E170D and S131A/S160A/E170D changes provided further improving thermal stability. The introduction of the S145A substitution into PseFDH SM4S M4 leads to a signi cant decrease in KMNAD+ and KMHCOO- while maintaining the catalytic constant at the same level. This mutant form can be successfully used in NADH regeneration systems, as well as for the detection of NAD+ and formate in biological systems.
来自甲基营养细菌Pseudomonas sp.101 (PseFDH)的NAD+依赖性甲酸脱氢酶(FDH, EC 1.2.1.2)在所有已知的该类酶中具有最高的热稳定性。在PseFDH中引入一些氨基酸取代,可以获得具有更高温度和化学稳定性的多点突变体PseFDH SM4S酶。在此之前,我们证明了在PseFDH SM4S中引入额外的单点替代品S131A、S160A或E170D可以进一步稳定该酶。本研究以PseFDH SM4S S131A突变体为基础,获得了新的突变体FDHs,其中与PseFDH SM4S相比,我们增加了双S131A/E170D (M2),三S131A/S160A/E170D (M3)和四S131A/S160A/E170D /S145A (PseFDH SM4A M3)氨基酸替换。新的PseFDH突变体在大肠杆菌细胞中过表达,纯化并鉴定。S131A/E170D和S131A/S160A/E170D的变化进一步提高了热稳定性。在PseFDH SM4S M4中引入S145A取代后,在保持催化常数不变的情况下,kmad +和KMHCOO-显著降低。这种突变形式可以成功地用于NADH再生系统,以及生物系统中NAD+和甲酸盐的检测。
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引用次数: 0
ADSORPTION OF LYSOZYME ON LIVING CELLS OF ESCHERICHIA COLI AND ITS BACTERIOLYTIC ACTIVITY IN THE PRESENCE OF GLYCINE AND CHARGED AMINO ACIDS 溶菌酶在大肠杆菌活细胞上的吸附及其在甘氨酸和带电氨基酸存在下的溶菌活性
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-2-195-202
NIKOLAY V. RASTRIGA, DARIA A. GASANOVA, PAVEL A. LEVASHOV
For human and chicken lysozyme , the relationship between changes in the parameters of enzyme adsorption on living Escherichia coli bacterial cells and the value of its effective bacteriolytic activity in the presence of glycine and charged amino acids was studied . It has been shown for both human and chicken lysozyme that free amino acids added to a concentration of 1.5 mM for glycine or 5.0 mM for glutamate, aspartate, histidine, arginine, and lysine reduce the desorption constant of the enzyme on bacterial cells to 1.4-2.0 times. At the same time, an increase in the bacteriolytic activity of lysozyme is also observed in 1.5-1.9 times. Thus, the enhancement of antibacterial activity in the presence of glycine and charged amino acids can be explained by an improvement in the productive sorption of the enzyme on the substrate, bacterial cells.
研究了人溶菌酶和鸡溶菌酶在活的大肠杆菌细胞上吸附参数的变化及其在甘氨酸和带电氨基酸存在下的有效溶菌活性值的关系。研究表明,对于人类和鸡溶菌酶,当游离氨基酸浓度为甘氨酸1.5 mM或谷氨酸、天冬氨酸、组氨酸、精氨酸和赖氨酸5.0 mM时,细菌细胞对酶的解吸常数降低到1.4-2.0倍。同时,溶菌酶的溶菌活性也提高了1.5 ~ 1.9倍。因此,在甘氨酸和带电荷的氨基酸存在下抗菌活性的增强可以通过酶在底物细菌细胞上的生产性吸附的改善来解释。
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引用次数: 0
CRYOFORMATION AND PROPERTIES OF DIOXIDIN/GELATIN SYSTEMS 二氧化素/明胶体系的低温成型及其性能
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-1-11-18
Olga I. Vernaya, Alexey S. Shumilkin, Darya L. Karlova, Anna S. Shevchenko, Alina A. Makeeva, Andrey V. Shabatin, Alexandr M. Semenov, Tatiana I. Shabatina, Mikhai Ya. Melnikov
Cryoforming of gelatin systems with the antibacterial drug dioxidine was carried out. The paper considers the effect of system synthesis conditions (gelatin concentration in the precursor solution) on their structural characteristics, antibacterial activity, and drug release time. The composition and structure of the dioxidine/gelatin and dioxidine/hydrolyzed collagen systems were characterized by SEM, IR and UV spectroscopy. The disk diffusion method was used to determine the antibacterial activity of the obtained systems against E. coli and S. aureus.
用抗菌药物二氧化二胺对明胶体系进行了低温成型。本文考虑了体系合成条件(前驱体溶液中明胶浓度)对其结构特性、抗菌活性和药物释放时间的影响。采用扫描电镜(SEM)、红外光谱(IR)和紫外光谱(UV)对二氧化二醇/明胶体系和二氧化二醇/水解胶原体系的组成和结构进行了表征。采用圆盘扩散法测定所得体系对大肠杆菌和金黄色葡萄球菌的抑菌活性。
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引用次数: 0
PHYSIOLOGICAL ROLE OF D-AMINO ACIDS AND BIOANALYTICAL POTENTIAL OF D-AMINO ACID OXIDASES d -氨基酸的生理作用及d -氨基酸氧化酶的生物分析潜力
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-2-72-84
Vladimir I. Tishkov, Michail D. Shelomov, Anastaiya A. Pometun, Svyatoslav S. Savin, Denis L. Atroshenko
D-amino acid oxidase (DAAO) plays an important role in the functioning of both prokaryotes and eukaryotes. DAAO is increasingly being used in practice, including for the determination of D-amino acids in complex samples, including human tissues and fl uids. There are generally two types of DAAO in all organisms. The fi rst type is an enzyme highly specifi c for D-aspartate and has its own name D-aspartate oxidase (DASPO). DAAO of the second type is characterized by a wide spectrum of substrate specificity, with preference for one or another D-amino acid varying from source to source. The activity of DAAO with a large number of substrates greatly complicates the selective determination of a particular D-amino acid. The problem is often solved by choosing an enzyme that, under the conditions of analysis, has low or no activity with other D-amino acids present in the sample. For the convenience of selecting a particular enzyme, we have collected and analyzed literature data on the catalytic parameters of known DAAOs with the most important D-amino acids. In addition, similar data are presented for novel recombinant DAAOs from the methylotrophic yeast Ogataea parapolymorpha DL-1. Analysis of the data shows that, with the D-amino acid series, the new OpaDASPO and OpaDAAO have the highest catalytic parameters.
d -氨基酸氧化酶(DAAO)在原核生物和真核生物的功能中都起着重要的作用。DAAO在实践中得到越来越多的应用,包括用于测定复杂样品(包括人体组织和液体)中的d -氨基酸。在所有生物体中,DAAO通常有两种类型。第一类是d -天冬氨酸高度特异性的酶,有自己的名字d -天冬氨酸氧化酶(DASPO)。第二种类型的DAAO具有广泛的底物特异性,对一种或另一种d -氨基酸的偏好因来源而异。DAAO与大量底物的活性极大地复杂化了特定d -氨基酸的选择性测定。这个问题通常是通过选择一种酶来解决的,在分析条件下,对样品中存在的其他d -氨基酸具有低活性或没有活性。为了方便选择特定的酶,我们收集并分析了已知daao与最重要的d -氨基酸的催化参数的文献数据。此外,来自甲基营养酵母Ogataea parapolymorpha DL-1的新型重组daao也得到了类似的数据。数据分析表明,在d -氨基酸系中,新的OpaDASPO和OpaDAAO具有最高的催化参数。
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引用次数: 0
TUMOR CELL PANEL WITH CHARACTERIZED EXPRESSION OF PD-L1 FOR PRECLINICAL STUDIES OF ANTICANCER DRUGS AND IMMUNE CHECKPOINT INHIBITORS INTERACTION 肿瘤细胞组pd-l1特征表达用于抗癌药物和免疫检查点抑制剂相互作用的临床前研究
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-1-26-34
T.A. Bogush, A.A. Basharin, A.M. Scherbakov, K.I. Chandran, A.L. Mikhailova, I.P. Romanov, E.A. Bogush, V.S. Kosorukov
PD-L1 (Programmed death-ligand 1), a membrane protein of the immunoglobulin superfamily, is one of the targets for cancer immunotherapy. A panel of 14 cancer cell cultures with different constitutive PD-L1 expression level was formed and characterized. The panel is recommended for preclinical studies of a cytostatic drug effect on PD-L1 expression and for predicting the ef cacy of their combination with immune checkpoint inhibitors.
PD-L1(程序性死亡配体1)是免疫球蛋白超家族的一种膜蛋白,是癌症免疫治疗的靶点之一。形成了一个由14个不同组成的PD-L1表达水平的癌细胞组成的小组并对其进行了表征。该小组被推荐用于细胞抑制药物对PD-L1表达的影响的临床前研究,以及预测它们与免疫检查点抑制剂联合使用的效果。
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引用次数: 0
IDENTIFICATION AND AUTHENTICATION OF COW’S MILK POWDER USING A SMARTPHONE AND CHEMOMETRIC ANALYSIS 利用智能手机和化学计量学分析对奶粉进行识别和认证
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-1-49-59
VASILY G. AMELIN, SHOGAH ZEN ALABDEN CHALAWI, DMITRY S. BOLSHAKOV
The possibility of identi cation and authentication of cow’s milk powder by the method of chemical colorimetry of the samples’ own uorescence using a smartphone camera and chemometric analysis is shown. A fundamental test device for direct colorimetric analysis of powdered milk is proposed, excluding the stage of sample preparation. Fluorescence excitation was carried out with a portable source of monochromatic UV radiation (λ = 365 nm). Colorimetric parameters of powdered milk uorescence in RGB space were recorded using a smartphone camera. We used chemometric processing of the calculated analytical signal, which made it possible to reduce the analysis time and visualize the study data. The evaluation of the data array of uorescence colorimetric parameters (RGB) was carried out by principal component analysis (PCA) and hierarchical clustering analysis (HCA) using the XLSTAT software.
本文介绍了利用智能手机摄像头对样品自身荧光进行化学比色法和化学比色分析法对牛奶奶粉进行鉴别和鉴定的可能性。提出了一种用于奶粉直接比色分析的基本测试装置,不包括样品制备阶段。荧光激发采用便携式单色紫外光源(λ = 365 nm)。用智能手机相机记录了奶粉在RGB空间的荧光比色参数。我们对计算的分析信号进行了化学计量学处理,这使得分析时间缩短和研究数据可视化成为可能。利用XLSTAT软件,采用主成分分析(PCA)和层次聚类分析(HCA)对荧光比色参数(RGB)数据阵列进行评价。
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引用次数: 0
KINETICS OF THERMOINACTIVATION OF D-AMINO ACID OXIDASE OPADAAO1 FROM THE OGATAEA PARAPOLYMORPHA DL-1 YEAST 副多形虫dl-1酵母d -氨基酸氧化酶opadaao1热失活动力学
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-2-152-162
MARIA K. KOSHKINA, EGOR P. SERGEYEV, TIMOFEY A. FEDOROV, MICHAEL D. SHELOMOV, ANASTASIA A. POMETUN, SVYATOSLAV S. SAVIN, VLADIMIR I. TISHKOV, DENIS L. ATROSHENKO
Our earlier annotation of genome of the yeast Ogataea parapolymorpha DL-1 made it possible to identify ve genes of potential D-amino acids oxidases. All opadaao1 - opadaao5 genes were cloned and expressed in E. coli. Four OpaDAAO1- OpaDAAO4 enzymes were obtained in highly puri ed form and their catalytic properties were studied. It was found that among all DAAOs described in the literature so far, the enzyme OpaDAAO1 has the highest catalytic constant kcat with D-Ala, which makes it promising for practical applications. However, in addition to good catalytic parameters, effective application of the enzyme in practice requires high stability and knowledge of the inactivation mechanism, including at elevated temperatures. In this work we studied the effect of elevated temperatures on the stability of OpaDAAO1. The enzyme was shown to have high thermal stability in comparison with majority of other D-amino acid oxidases. The kinetics of OpaDAAO1 inactivation at different temperatures, initial concentrations of the enzyme, and in the presence of exogenous FAD were studied. A possible kinetic scheme of inactivation was proposed based on the data obtained.
我们对酵母副多态Ogataea parapolymorpha DL-1基因组的早期注释使得鉴定出5个潜在的d -氨基酸氧化酶基因成为可能。所有的opadaao1 - opadaao5基因均被克隆并在大肠杆菌中表达。得到了4种高纯度的OpaDAAO1- OpaDAAO4酶,并对其催化性能进行了研究。研究发现,在目前文献中描述的所有daao中,OpaDAAO1酶对D-Ala的催化常数kcat最高,具有较好的实际应用前景。然而,除了良好的催化参数外,酶在实践中的有效应用需要高稳定性和对失活机制的了解,包括在高温下的失活机制。本文研究了高温对OpaDAAO1稳定性的影响。与大多数其他d -氨基酸氧化酶相比,该酶具有较高的热稳定性。研究了OpaDAAO1在不同温度、初始酶浓度和外源FAD存在下的失活动力学。根据得到的数据,提出了一种可能的失活动力学方案。
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引用次数: 0
CHITOSAN NANOPARTICLES - THE DRUG DELIVERY SYSTEM TO THE ANTERIOR SEGMENT OF THE EYE 壳聚糖纳米颗粒——将药物输送到眼睛前段的系统
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-2-141-151
EKATERINA V. POPOVA, VICTORIA E. TIKHOMIROVA, OLGA V. BEZNOS, NATALIA B. CHESNOKOVA, YURI V. GRIGORIEV, OLGA A. KOST
The effectiveness of drug penetration into the inner tissues of the eye is signi cantly limited by the barrier effect of the cornea and by the washing out of a drug with tear uid. To increase the bioavailability of the drug, it was proposed to include the drug in chitosan particles formed by two types of chitosan - 5 kDa chitosan and 72 kDa glycol-chitosan. Chitosan particles with incorporated angiotensin-converting enzyme inhibitor enalaprilat, capable to reduce intraocular pressure, were characterized by dynamic light scattering and scanning electron microscopy. Particles formed by 5 kDa chitosan had an average hydrodynamic diameter of 85-125 nm and a positive ζ-potential of +21±3 mV, while particles formed by 72 kDa glycol-chitosan were 440-480 nm by size and had ζ-potential of +10±2 mV. The percentage of inclusion of enalaprilat in chitosan particles was 25% and 40%, respectively. In vivo experiments have shown that the inclusion of the drug in chitosan particles increased the retention time of enalaprilat in the lacrimal uid of rabbits.
药物渗透到眼睛内部组织的有效性受到角膜屏障作用和泪液冲洗药物的显著限制。为了提高药物的生物利用度,建议将药物加入由5kda壳聚糖和72kda糖醇壳聚糖两种壳聚糖组成的壳聚糖颗粒中。壳聚糖颗粒掺入血管紧张素转换酶抑制剂依那普利特,具有降低眼压的作用,采用动态光散射和扫描电镜对其进行了表征。5 kDa的壳聚糖形成的颗粒的平均水动力直径为85 ~ 125 nm,正的ζ电位为+21±3 mV; 72 kDa的乙二醇壳聚糖形成的颗粒的平均水动力直径为440 ~ 480 nm, ζ电位为+10±2 mV。依那普利在壳聚糖颗粒中的包合率分别为25%和40%。体内实验表明,将依那普利特包裹在壳聚糖颗粒中,可延长依那普利特在兔泪液中的滞留时间。
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引用次数: 1
INTERACTION OF COPPER CLUSTERS WITH CHOLESTEROL AND THIO-CHOLESTEROL. NON-EMPIRICAL STUDY 铜簇与胆固醇和硫代胆固醇的相互作用。非实证研究
Pub Date : 2023-06-01 DOI: 10.55959/msu0579-9384-2-2023-64-1-19-25
ALEKSANDER YU. ERMILOV, YANA A. GROMOVA, TATIANA I. SHABATINA
The structural geometries of small copper clusters (Cu2, Cu3, Cu13) and of their complexes with Cholesterol (Ch) and Thio-Cholesterol (TCh) ligands were studied by DFT/ B3LYP5-method. General trends in evolution of complexes geometries and interaction energies of copper clusters of different nuclearity with Cholesterol (Thio-Cholesterol) ligands upon the copper cluster size (number of copper atoms). It was shown the signi cant deviations in the structures of copper clusters’ complexes with cholesteric ligands in comparison to the silver-containing complexes studied previously. Thus, in Ch-Cu13 complex structure icosahedral fragment is signi cantly elongated in 3-order axis direction. The biligand complex of icosahedral copper cluster (TCh)2Cu13 possessed the highest energy stability.
采用DFT/ b3lyp5方法研究了小铜簇(Cu2、Cu3、Cu13)及其与胆固醇(Ch)和硫代胆固醇(TCh)配体配合物的几何结构。不同核铜簇与胆固醇(硫代胆固醇)配体配合物几何形状演化的一般趋势及相互作用能随铜簇大小(铜原子数)的变化。结果表明,铜簇胆甾配体配合物的结构与先前研究的含银配合物有明显的差异。因此,在Ch-Cu13配合物结构中,二十面体片段在三阶轴方向上明显拉长。二十面体铜簇(TCh)2Cu13的双配体配合物具有最高的能量稳定性。
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引用次数: 0
期刊
Vestnik Moskovskogo Universiteta Seriya 2 Khimiya
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