binding model

绑定模型
  • 文章类型: Journal Article
    天然产物广泛用于治疗线粒体功能障碍相关疾病和癌症。姜黄素,一种著名的天然产品,可用于治疗癌症。人盐诱导激酶3(SIK3)是姜黄素的靶蛋白之一。然而,姜黄素与人SIK3之间的相互作用尚未得到详细研究。在这项研究中,我们使用同源性建模等计算工具研究了姜黄素与人SIK3之间相互作用的结合模型,分子对接,分子动力学模拟,和有约束力的自由能计算。SIK3与酮烯醇形式的姜黄素的开放活性环构象是最佳结合模型。I72、V80、A93、Y144、A145和L195残基对于姜黄素与人SIK3的结合起关键作用。姜黄素与人SIK3之间的相互作用也使用激酶测定进行了研究。此外,姜黄素表现出131nM的IC50(半最大抑制浓度)值,它对MCF-7和MDA-MB-23细胞系显示出9.62±0.33µM和72.37±0.37µM的显着抗增殖活性,分别。这项研究提供了有关姜黄素与人SIK3结合的详细信息,并可能有助于设计新型盐诱导型激酶抑制剂。
    Natural products are widely used for treating mitochondrial dysfunction-related diseases and cancers. Curcumin, a well-known natural product, can be potentially used to treat cancer. Human salt-induced kinase 3 (SIK3) is one of the target proteins for curcumin. However, the interactions between curcumin and human SIK3 have not yet been investigated in detail. In this study, we studied the binding models for the interactions between curcumin and human SIK3 using computational tools such as homology modeling, molecular docking, molecular dynamics simulations, and binding free energy calculations. The open activity loop conformation of SIK3 with the ketoenol form of curcumin was the optimal binding model. The I72, V80, A93, Y144, A145, and L195 residues played a key role for curcumin binding with human SIK3. The interactions between curcumin and human SIK3 were also investigated using the kinase assay. Moreover, curcumin exhibited an IC50 (half-maximal inhibitory concentration) value of 131 nM, and it showed significant antiproliferative activities of 9.62 ± 0.33 µM and 72.37 ± 0.37 µM against the MCF-7 and MDA-MB-23 cell lines, respectively. This study provides detailed information on the binding of curcumin with human SIK3 and may facilitate the design of novel salt-inducible kinases inhibitors.
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  • 文章类型: Journal Article
    溶血磷脂酰丝氨酸(LysoPS)是三种G蛋白偶联受体(GPCRs)的内源性泛激动剂:LPS1/GPR34,LPS2/P2Y10和LPS3/GPR174,我们先前报道了一系列基于LysoPS的激动剂。这些受体。有趣的是,我们发现LPS1激动剂活性对疏水性脂肪酸部分的结构变化非常敏感,而LPS2激动剂活性没有。这里,探测LPS2激动剂结合的分子基础,我们开发了一类新的具有联苯醚支架的疏水性脂肪酸替代物。这些化合物的LPS2激动剂活性被证明对疏水骨架的分子修饰敏感。因此,接下来,我们通过同源建模和对接/分子动力学(MD)模拟构建了LPS2模型,并通过SAR研究以及所选受体氨基酸残基的点突变对其进行了验证。LPS2的推定配体结合位点是Γ形的,具有水平嵌入受体跨膜螺旋束中的亲水位点和与跨膜结构域4和5相邻的垂直疏水沟,所述跨膜结构域4和5通向膜双层。LPS2激动剂与该位点的结合姿势与各种脂肪酸替代物的容易掺入一致。基于该模型的结构发展提供了一系列有效和选择性的LPS2全激动剂,显示增强的体外肌动蛋白应激纤维形成作用。
    Lysophosphatidylserine (LysoPS) is an endogenous pan-agonist of three G-protein coupled receptors (GPCRs): LPS1/GPR34, LPS2/P2Y10, and LPS3/GPR174, and we previously reported a series of LysoPS-based agonists of these receptors. Interestingly, we found that LPS1 agonist activity was very sensitive to structural change at the hydrophobic fatty acid moiety, whereas LPS2 agonist activity was not. Here, to probe the molecular basis of LPS2 agonist binding, we developed a new class of hydrophobic fatty acid surrogates having a biphenyl-ether scaffold. The LPS2 agonist activity of these compounds proved sensitive to molecular modification of the hydrophobic skeleton. Thus, we next constructed an LPS2 model by homology modeling and docking/molecular dynamics (MD) simulation, and validated it by means of SAR studies together with point mutations of selected receptor amino-acid residues. The putative ligand-binding site of LPS2 is Γ-shaped, with a hydrophilic site horizontally embedded in the receptor transmembrane helix bundles and a perpendicular hydrophobic groove adjoining transmembrane domains 4 and 5 that is open to the membrane bilayer. The binding poses of LPS2 agonists to this site are consistent with easy incorporation of various kinds of fatty acid surrogates. Structural development based on this model afforded a series of potent and selective LPS2 full agonists, which showed enhanced in vitro actin stress fiber formation effect.
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  • 文章类型: Journal Article
    微生物生物修复是一种非常有效和生态友好的方法,可以减轻农业生态系统中的农药污染,水解酶是降解污染物的有效元素。在本研究中,一种新型的Mn2+依赖性酯酶,PchA,从假单胞菌中鉴定出有效水解具有芳香族结构的氨基甲酸酯农药。PS21.水解活性被证实与核心催化域密切相关,由六个残基组成。根据分子模拟阐明的结合模型,关键残基通过螯合Mn2+间接稳定了西维因的位置,西维因与几个疏水残基之间的额外疏水相互作用也稳定了结合构象。残渣Glu398,通过作为一般基础,可能会激活水分子并促进PchA催化。这项工作为西维因与水解酶PchA的结合相互作用和水解机制提供了有价值的见解,并且对于设计导致能够降解相关污染物的蛋白质变体的策略至关重要。
    Microbial bioremediation is a very potent and eco-friendly approach to alleviate pesticide pollution in agricultural ecosystems, and hydrolase is an effective element for contaminant degradation. In the present study, a novel Mn2+-dependent esterase, PchA, that efficiently hydrolyzes carbamate pesticides with aromatic structures was identified from Pseudomonas sp. PS21. The hydrolytic activity was confirmed to be related closely to the core catalytic domain, which consists of six residues. The crucial residues indirectly stabilized the position of carbaryl via chelating Mn2+ according to the binding model clarified by molecular simulations, and the additional hydrophobic interactions between carbaryl with several hydrophobic residues also stabilized the binding conformation. The residue Glu398, by serving as the general base, might activate a water molecule and facilitate PchA catalysis. This work offers valuable insights into the binding interaction and hydrolytic mechanism of carbaryl with the hydrolase PchA and will be crucial to designing strategies leading to the protein variants that are capable of degrading related contaminants.
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  • 文章类型: Journal Article
    The rate of drug delivery to cells and the subsequent rate of drug metabolism are dependent on the cell membrane permeability to the drug. In some cases, tissue may be composed of different types of cells that exhibit order of magnitude differences in their membrane permeabilities. This paper presents a brief review of the components of the tissue scale three-compartment pharmacokinetic model of drug delivery to single-cell-type populations. The existing model is extended to consider tissue composed of two different cell types. A case study is presented of infusion mediated delivery of doxorubicin to a tumor that is composed a drug reactive cell type and of a drug resistive cell type. The membrane permeabilities of the two cell types differ by an order of magnitude. A parametric investigation of the population composition is conducted and it is shown that the drug metabolism of the low permeability cells are negatively influenced by the fraction of the tissue composed of the permeable drug reactive cells. This is because when the population is composed mostly of drug permeable cells, the extracellular space is rapidly depleted of the drug. This has two compounding effects: (i) locally there is simply less drug available to the neighboring drug resistant cells, and (ii) the depletion of the drug from the extracellular space near the vessel-tissue interface leaves less drug to be transported to booth cell types farther away from the vessel.
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  • 文章类型: Journal Article
    Destruxin A (DA), a hexa-cyclodepsipeptidic mycotoxin produced by the entomopathogenic fungus Metarhizium anisopliae, exhibits insecticidal activities in a wide range of pests and is known as an innate immunity inhibitor. However, its mechanism of action requires further investigation. In this research, the interactions of DA with the six aminoacyl tRNA synthetases (ARSs) of Bombyx mori, BmAlaRS, BmCysRS, BmMetRS, BmValRS, BmIleRS, and BmGluProRS, were analyzed. The six ARSs were expressed and purified. The BLI (biolayer interferometry) results indicated that DA binds these ARSs with the affinity indices (KD) of 10-4 to 10-5 M. The molecular docking suggested a similar interaction mode of DA with ARSs, whereby DA settled into a pocket through hydrogen bonds with Asn, Arg, His, Lys, and Tyr of ARSs. Furthermore, DA treatments decreased the contents of soluble protein and free amino acids in Bm12 cells, which suggested that DA impedes protein synthesis. Lastly, the ARSs in Bm12 cells were all downregulated by DA stress. This study sheds light on exploring and answering the molecular target of DA against target insects.
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  • 文章类型: Journal Article
    用小分子阻断PD-1/PD-L1免疫检查点途径是一种新兴的免疫治疗方法。合成了一系列新的4-苯基吲哚啉衍生物,和它们对PD-1/PD-L1蛋白-蛋白相互作用(PPI)的抑制活性通过均相时间分辨荧光(HTRF)分析来评估。其中,A20和A22表现出有效的活性,IC50值分别为17nM和12nM,分别。此外,A20在表达PD-L1/TCR激活剂的CHO细胞和表达PD-1的Jurkat细胞的共培养模型中显示出对PD-1/PD-L1相互作用的有希望的抑制活性,EC50值为0.43μM。此外,总结了新合成的4-苯基吲哚啉衍生物的结构-活性关系(SAR),通过分子模拟和对接分析了A22与PD-L1二聚体的结合模式,证明二氢吲哚片段侧链的N原子可以与PD-L1蛋白的氨基酸残基相互作用,从而产生有效的抑制活性。本研究为进一步的药物设计提供了新的思路。
    The blockade of the PD-1/PD-L1 immune checkpoint pathway with small molecules is an emerging immunotherapeutic approach. A novel series of 4-phenylindoline derivatives were synthesized, and their inhibitory activity against the PD-1/PD-L1 protein-protein interaction (PPI) was evaluated through a homogenous time-resolved fluorescence (HTRF) assay. Among them, A20 and A22 exhibited potent activity with IC50 values of 17 nM and 12 nM, respectively. Furthermore, A20 showed the promising inhibitory activity against the PD-1/PD-L1 interaction with the EC50 value of 0.43 μM in a co-culture model of PD-L1/TCR Activator-expressing CHO cells and PD-1-expressing Jurkat cells. Besides, the structure-activity relationships (SAR) of the novel synthesized 4-phenylindoline derivatives was concluded, and the binding mode of A22 with the PD-L1 dimer was analyzed by molecular simulation and docking, demonstrating that the N-atom in the side chain of indoline fragment could interact with the amino acid residue of the PD-L1 protein to lead to the potent inhibitory activity. This study provided a new insight for further drug design.
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  • 文章类型: Journal Article
    内体Toll样受体7(TLR7)的异常活化与多种自身免疫疾病有关,并且是此类病症中已确立的治疗靶标。多种TLR7拮抗剂的开发主要通过随机筛选来完成。为了将人TLR7(hTLR7)拮抗活性与不同化学型的结构特征相关联,我们基于分子对接分析和分子动力学(MD)模拟研究得出了一个假设的结合模型。绑定假说揭示了不同的口袋,凹槽和中心腔,其中配体-受体通过疏水和氢键相互作用与特定残基相互作用发生,与TLR7拮抗活性相关,从而为使用各种化学型的合理设计铺平了道路。基于由此获得的结构洞察力,TLR7拮抗剂与喹唑啉的设计是为了了解这些口袋的接合效果以及与之相关的化学空间的边界。新合成的最有效的hTLR7拮抗剂,即化合物63显示1.03±0.05μM的IC50值,并且通过在人浆细胞样树突状细胞(pDC)中进行初级测定(IC50pDC:1.42μM)来验证。在TLR7-报道基因HEK293细胞以及人浆细胞样树突状细胞(pDC)中进行合成分子的生物学验证。我们的研究提供了一种合理的设计方法,从而促进了基于不同化学支架的新型小分子hTLR7拮抗剂的进一步开发。
    Aberrant activation of the endosomal Toll-like receptor 7 (TLR7) has been implicated in myriad autoimmune diseases and is an established therapeutic target in such conditions. Development of diverse TLR7 antagonists is mainly accomplished through random screening. To correlate human TLR7 (hTLR7) antagonistic activity with the structural features in different chemotypes, we derived a hypothetical binding model based on molecular docking analysis along with molecular dynamics (MD) simulations study. The binding hypothesis revealed different pockets, grooves and a central cavity where ligand-receptor interaction with specific residues through hydrophobic and hydrogen bond interactions take place, which correlate with TLR7 antagonistic activity thus paving the way for rational design using varied chemotypes. Based on the structural insight thus gained, TLR7 antagonists with quinazoline were designed to understand the effect of engagement of these pockets as well as boundaries of the chemical space associated with them. The newly synthesized most potent hTLR7 antagonist, i.e. compound 63, showed IC50 value of 1.03 ± 0.05 μM and was validated by performing primary assay in human plasmacytoid dendritic cells (pDC) (IC50pDC: 1.42 μM). The biological validation of the synthesized molecules was performed in TLR7-reporter HEK293 cells as well as in human plasmacytoid dendritic cells (pDCs). Our study provides a rational design approach thus facilitating further development of novel small molecule hTLR7 antagonists based on different chemical scaffolds.
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  • 文章类型: Journal Article
    Gliotoxin(GT)是一种真菌次级代谢产物,自1930年代发现以来,由于其高生物活性而引起了极大的兴趣。其表现出包含N-C=O基团的独特结构作为经典PSII抑制剂的特征。然而,GT的植物毒性,植物中的除草活性和主要作用目标仍然隐藏。这里,发现GT可以引起各种单子叶和双子叶植物的褐色或白色叶斑病,被认为是一种潜在的除草剂。GT作用的多个位点位于两个光系统中。GT降低PSII的氧气释放速率,I50值为60µM。来自衣藻细胞和菠菜类囊体的叶绿素荧光数据暗示,GT影响受体侧的PSII电子传输和PSI末端电子受体库的还原速率。GT的主要直接作用靶标是PSII中D1蛋白的质体醌QB位点,其中GT通过替换天然的质体醌(PQ)插入QB结合生态位,然后中断超出质体醌QA的电子流。这导致PSIIRC的严重失活和PSII整体光合活性的显着降低。基于GT对接菠菜D1蛋白的模拟建模,建议GT通过GT和D1-Ser264和D1-His252之间的两个氢键与-QB位点结合。在GT的芳族羟基氧和D1蛋白中的残基Ser264之间形成氢键。GT的4-羰基为残基D1-His252提供另一个氢键。所以,结论GT是一种新型的天然PSII抑制剂。在未来,GT可能具有开发成生物除草剂或用作先导化合物以设计更多新衍生物的潜力。
    Gliotoxin (GT) is a fungal secondary metabolite that has attracted great interest due to its high biological activity since it was discovered by the 1930s. It exhibits a unique structure that contains a N-C = O group as the characteristics of the classical PSII inhibitor. However, GT\'s phytotoxicity, herbicidal activity and primary action targets in plants remain hidden. Here, it is found that GT can cause brown or white leaf spot of various monocotyledonous and dicotyledonous plants, being regarded as a potential herbicidal agent. The multiple sites of GT action are located in two photosystems. GT decreases the rate of oxygen evolution of PSII with an I 50 value of 60 µM. Chlorophyll fluorescence data from Chlamydomonas reinhardtii cells and spinach thylakoids implicate that GT affects both PSII electron transport at the acceptor side and the reduction rate of PSI end electron acceptors\' pool. The major direct action target of GT is the plastoquinone QB-site of the D1 protein in PSII, where GT inserts in the QB binding niche by replacing native plastoquinone (PQ) and then interrupts electron flow beyond plastoquinone QA. This leads to severe inactivation of PSII RCs and a significant decrease of PSII overall photosynthetic activity. Based on the simulated modeling of GT docking to the D1 protein of spinach, it is proposed that GT binds to the-QB-site through two hydrogen bonds between GT and D1-Ser264 and D1-His252. A hydrogen bond is formed between the aromatic hydroxyl oxygen of GT and the residue Ser264 in the D1 protein. The 4-carbonyl group of GT provides another hydrogen bond to the residue D1-His252. So, it is concluded that GT is a novel natural PSII inhibitor. In the future, GT may have the potential for development into a bioherbicide or being utilized as a lead compound to design more new derivatives.
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  • 文章类型: Journal Article
    The skeletal muscle ryanodine receptor (RyR1) proteins are intracellular calcium (Ca2+) release channels on the membrane of the sarcoplasmic reticulum (SR) and required for skeletal muscle excitation-contraction coupling. Homer (Vesl) is a family of scaffolding proteins that modulate target proteins including RyRs (ryanodine receptors), mGluRs (group 1 metabotropic glutamate receptors) and IP3Rs (inositol-1,4,5-trisphosphate receptors) through a conserved EVH1 (Ena/VASP homology 1) domain. Here, we examined the interaction between Homer1 EVH1 domain and RyR1 by co-immunoprecipitation, continuous sucrose density-gradient centrifugation, and bio-layer interferometry binding assay at different Ca2+ concentrations. Our results show that there exists a high-affinity binding between the Homer1 EVH1 domain and RyR1, especially at 1 mM of Ca2+. Based on our data and the known structures of Homer1 EVH1 domain and RyR1, we found two consensus proline-rich sequences in the structure of RyR1, PPHHF and FLPPP, and proposed two corresponding binding models to show mechanisms of recognition different from those used by other proline-rich motifs. The side proline residues of two proline-rich motifs from RyR1 are away from the hydrophobic surface of Homer1 EVH1, rather than buried in this hydrophobic surface. Our results provide evidence that Homer1 regulates RyR1 by direct interaction.
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  • 文章类型: Journal Article
    配体结合动力学和药物-靶标停留时间的概念是新药开发中的重要因素。常规配体结合测定,通常收集终点数据,不提供有关配体结合动力学的大量信息。因此,必须开发和实施允许在线监测配体结合过程的新方法用于药物发现研究。在这项研究中,我们提供了表征配体与不同G蛋白偶联受体(GPCRs)的结合动力学的新可能性的简短概述。已特别注意配体与黑皮质素4受体的结合,以及在出芽的杆状病毒颗粒中使用受体开发基于荧光各向异性的测定系统。已经表明,配体与黑皮质素4受体的结合发生在串联排列的互连配体结合位点上,并且在该系统中通常无法实现常规平衡。因此,相同配体的表观效力可能相差四个数量级,取决于实验条件和使用的报告配体。
    Ligand binding dynamics and the concept of drug-target residence time are essential factors in the development of novel drugs. Conventional ligand binding assays, which usually collect end-point data, do not provide abundant information regarding the ligand binding kinetics. Therefore, novel methods that allow on-line monitoring of ligand binding processes have to be developed and implemented for drug discovery studies. In this study, we provide a short overview of novel possibilities to characterize ligand binding dynamics to different G protein-coupled receptors (GPCRs). Special attention has been paid to the ligand binding to melanocortin 4 receptors and to the development of a fluorescence anisotropy-based assay system using receptors in budded baculovirus particles. It has been shown that ligand binding to melanocortin 4 receptors occurs to tandemly arranged interconnecting ligand binding sites and that the conventional equilibrium usually cannot be achieved in this system. Therefore, the apparent potencies of the same ligand may differ by up to four orders of magnitude, depending on the experimental conditions and the reporter ligand used.
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