MM-GBSA

MM - GBSA
  • 文章类型: Journal Article
    冠状病毒病(COVID-19)是二十世纪最大的挑战之一。最近,计算机工具有助于预测SARS-CoV-2的新抑制剂。在这项研究中,设计了基于remdesivir结构的新化合物(12个化合物)。
    在3CLpro活性位点研究了remdesivir与设计化合物的主要相互作用。通过MM-GBSA方法计算了化合物的结合自由能,并将最佳化合物(值为-88.173kcal/mol的化合物12)引入分子动力学模拟研究。
    将模拟结果与不存在抑制剂和存在remdesivir的蛋白质模拟结果进行比较。此外,蛋白质骨架的RMSD结果表明,化合物12在第二个50纳秒内的波动小于单独的蛋白质和存在remdesivir的情况下,这表明化合物在Mpro蛋白活性位点的稳定性。此外,在不存在化合物和存在化合物12和remdesivir的情况下研究蛋白质紧密度。Rg图显示了大约0.05A的波动,这表明在存在和不存在化合物的情况下蛋白质的可压缩性。RMSF图的结果还显示了蛋白质结合过程中必需氨基酸的稳定性。
    在理论结果的支持下,化合物12可能具有抑制3CLpro酶的潜力,这需要进一步的体外研究,酶抑制也必须在蛋白质水平上得到证实。
    UNASSIGNED: Coronavirus disease (COVID-19) is one of the greatest challenges of the twentieth century. Recently, in silico tools help to predict new inhibitors of SARS-CoV-2. In this study, the new compounds based on the remdesivir structure (12 compounds) were designed.
    UNASSIGNED: The main interactions of remdesivir and designed compounds were investigated in the 3CLpro active site. The binding free energy of compounds by the MM-GBSA method was calculated and the best compound (compound 12 with the value of -88.173 kcal/mol) was introduced to the molecular dynamics simulation study.
    UNASSIGNED: The simulation results were compared with the results of protein simulation without the presence of an inhibitor and in the presence of remdesivir. Additionally, the RMSD results for the protein backbone showed that compound 12 in the second 50 nanoseconds has less fluctuation than the protein alone and in the presence of remdesivir, which indicates the stability of the compound in the active site of the Mpro protein. Furthermore, protein compactness was investigated in the absence of compounds and the presence of compound 12 and remdesivir. The Rg diagram shows a fluctuation of approximately 0.05 A, which indicates the compressibility of the protein in the presence and absence of compounds. The results of the RMSF plot also show the stability of essential amino acids during protein binding.
    UNASSIGNED: Supported by the theoretical results, compound 12 could have the potential to inhibit the 3CLpro enzyme, which requires further in vitro studies and enzyme inhibition must also be confirmed at protein levels.
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  • 文章类型: Journal Article
    RNA在许多对细胞生存至关重要的生物过程中发挥着重要作用。并且已经表明,通过靶向RNA的特定序列,可能抑制涉及许多疾病的个体过程。这项工作的目的是确定新的3,9-二取代吖啶衍生物1与三种不同的RNA分子的亲和力,即单链聚(rA),双链均聚物聚(rAU)和三股聚(rUAU)。吸收滴定测定的结果表明,新型衍生物与RNA分子的结合常数在1.7-6.2×104moldm-3的范围内。荧光和圆二色性滴定测定显示出相当大的变化。就解释相互作用的性质而言,最重要的结果是与1复合物中RNA样品的解链温度。在聚(rA)的情况下,变性导致自结构形成;对于聚(rAU)观察到增加的稳定性,而配体-聚(rUAU)复合物的熔点由于相互作用而显示出显着的不稳定。应用分子力学原理提出了结合复合物内的非键合相互作用,五腺苷核糖核苷酸和吖啶配体作为研究模型。初始分子对接为高级模拟技术提供了输入结构。分子动力学模拟和聚类分析揭示了π-π堆积和氢键形成是稳定结合复合物的主要作用力。随后的MM-GBSA计算显示负结合焓伴随着复合物的形成,并提出了相互作用复合物的最优选构象。
    RNA plays an important role in many biological processes which are crucial for cell survival, and it has been suggested that it may be possible to inhibit individual processes involved in many diseases by targeting specific sequences of RNA. The aim of this work is to determine the affinity of novel 3,9-disubstited acridine derivative 1 with three different RNA molecules, namely single stranded poly(rA), double stranded homopolymer poly(rAU) and triple stranded poly(rUAU). The results of the absorption titration assays show that the binding constant of the novel derivative to the RNA molecules was in the range of 1.7-6.2 × 104 mol dm-3. The fluorescence and circular dichroism titration assays revealed considerable changes. The most significant results in terms of interpreting the nature of the interactions were the melting temperatures of the RNA samples in complexes with the 1. In the case of poly(rA), denaturation resulted in a self-structure formation; increased stabilization was observed for poly(rAU), while the melting points of the ligand-poly(rUAU) complex showed significant destabilization as a result of the interaction. The principles of molecular mechanics were applied to propose the non-bonded interactions within the binding complex, pentariboadenylic acid and acridine ligand as the study model. Initial molecular docking provided the input structure for advanced simulation techniques. Molecular dynamics simulation and cluster analysis reveal π - π stacking and the hydrogen bonds formation as the main forces that can stabilize the binding complex. Subsequent MM-GBSA calculations showed negative binding enthalpy accompanied the complex formation and proposed the most preferred conformation of the interaction complex.
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  • 文章类型: Journal Article
    Nucleolin, a multifaceted RNA binding domain protein is overexpressed in various cancers leading to dysfunction of several cellular signaling pathways. Quercetin, a distinctive bioactive molecule, along with its derivatives have shown exclusive physio-chemical properties which makes them appealing choices for drug development, yet their role in targeted cancer therapy is limited. Here, the RBD domain structure of Nucleolin was modeled and stabilized by MD simulations for a period of 1000 ns. Molecular docking was performed to determine the binding capability of ligands with the target. To determine the stability of the ligand inside the binding pocket of the protein, MD simulation was performed for a period of 250 ns each for Quercetin-4\'-o\'-Glucoside, Quercetin_9 and Quercetin complexes. Further, in-vitro studies including cytotoxicity and RT-PCR assays were performed to validate quercetin against Nucleolin. Molecular docking and MD Simulation studies suggested a potential mechanism of interaction of Quercetin-4\'-o\'-Glucoside, Querectin_9 and Quercetin with Nucleolin with the binding free energy of -63.653, -58.86 and -46.9 kcal/mol, respectively. Moreover, Lys 348 and Glu379 were identified as important amino acids in ligand interaction located at the RRM2 motif of Nucleolin. In-vitro studies showed significant downregulation in Nucleolin expression by 15.18 and 2.51-fold at 48h and 72h respectively in MCF-7 cells with Quercetin (IC50 = 160 µM). Our findings suggested the potential role of specific RRM motifs in interaction with natural compounds targeting Nucleolin. This could be an effective strategy in the identification of potential molecules in targeting Nucleolin which can be further explored for developing targeted therapies for breast cancer.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    由DHHCs介导的蛋白S-棕榈酰化被认为是与几种健康扰动相关的独特且可逆的脂质修饰形式。包括神经退行性疾病,癌症,和自身免疫性疾病。然而,目前pan-DHHC抑制剂的药理学特征,特别是它们的毒性和脱靶效应,阻碍了他们深入的细胞调查。天然化合物的治疗特性,副作用最小,允许我们评估它们作为DHHC靶向抑制剂。这里,我们对115种植物化学物质进行了计算机筛选,以评估它们与DHHC20结合位点的相互作用.在这些化合物中,叶黄素,5-羟基黄酮,与pan-DHHC抑制剂2-BP(-7.0kcal/mol)相比,6-羟基黄酮在DHHC20凹槽中表现出更高的结合能(-9.2,-8.5和-8.5kcal/mol)。此外,我们进行了100nsMD模拟,以评估这些复合物在生理条件下的稳定性。MD模拟结果表明,与5-羟基黄酮和6-羟基黄酮相比,DHHC20通过疏水和H键相互作用与叶黄素形成更稳定的构象。最后,这些结果可以作为探索使用这些天然分子作为DHHC20抑制剂的一个有希望的起点。由RamaswamyH.Sarma沟通。
    Protein S-palmitoylation mediated by DHHCs is recognized as a distinct and reversible form of lipid modification connected with several health perturbations, including neurodegenerative disorders, cancer, and autoimmune conditions. However, the pharmacological characteristics of current pan-DHHC inhibitors, particularly their toxicity and off-target effects, have hindered their in-depth cellular investigations. The therapeutic properties of the natural compounds, with minimal side effects, allowed us to evaluate them as DHHC-targeting inhibitors. Here, we performed an insilico screening of 115 phytochemicals to assess their interactions with the DHHC20 binding site. Among these compounds, lutein, 5-hydroxyflavone, and 6-hydroxyflavone exhibited higher binding energy (-9.2, -8.5, and -8.5 kcal/mol) in the DHHC20 groove compared to pan-DHHC inhibitor 2-BP (-7.0 kcal/mol). Furthermore, we conducted a 100 ns MD simulation to evaluate the stability of these complexes under physiological conditions. The MDsimulation results indicated that DHHC20 formed a more stable conformation with lutein compared to 5-hydroxyflavone and 6-hyroxyflavone via hydrophobic and H-bond interactions. Conclusively, these results could serve as a promising starting point for exploring the use of these natural molecules as DHHC20 inhibitors.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    脂肪酸合酶(FASN)是一种脂质代谢蛋白,其通过从头脂肪生成为癌细胞提供必需的营养。此外,它在其他疾病中起着关键作用,包括肥胖和炎症。因此,靶向FASN蛋白的β-酮酰还原酶(KR)结构域,我们对一些选择性的生物活性天然分子进行了计算机模拟研究,并采用了再利用策略来鉴定FASN抑制剂.接下来是吸收的分子对接研究,Distribution,代谢和排泄(ADME)预测,结合自由能计算,使用薛定谔药物发现软件对FASN蛋白(PDBID:6NNA)进行分子动力学(MD)模拟。化合物芦丁,反式绿原酸,norbergenin,杨梅素,槲皮素,physalolactone,槲皮素-3-O-半乳糖苷,山奈酚,asperulosidic酸,木犀草素,姜黄素,12-脱氧黄芪甲酚,脚掌,Herndifoline,并且没有淀粉样蛋白E被确定为命中,表现出更好的对接分数(分别为-16.2,-14.1,-12.3,-12.1,-12.0,-11.3,-10.3,-9.8,-9.3,-9.2,-9.1,-8.5,-8.4,-8.3,-7.9)以及与FASNKR域的Ser2021和Tyr2034氨基酸的氢键相互作用。与蛋白质6NNA复合物的前五名命中的MD模拟研究揭示了导致配体稳定的显着相互作用,均方根偏差(RMSD)低于5.00,并通过评估均方根波动进一步验证了稳定性,溶剂可及表面积,和回转半径图。此外,当使用基于HPLC的高效液相色谱法对MCF-7细胞中的棕榈酸进行评估时,前四个命中(50µM)的FASN抑制作用>50%。因此,芦丁,反式绿原酸,norbergenin,和杨梅素被认为是前瞻性的FASN抑制导线。总的来说,结果提供了对药效特征的有益修饰,可以提高抑制作用.由RamaswamyH.Sarma沟通。
    Fatty acid synthase (FASN) enzyme is a lipid metabolism protein that provides the essential nutrients to cancer cells through de novo lipogenesis. Also, it plays a key role in other disease conditions, including obesity and inflammation. Hence, targeting the β-ketoacyl reductase (KR) domain of FASN protein, an in-silico study was performed on some selective bioactive natural molecules following a repurposing strategy to identify FASN inhibitors. A molecular docking study followed by Absorption, Distribution, Metabolism and Excretion (ADME) predictions, binding free energy calculations, and molecular dynamics (MD) simulations were performed against FASN protein (PDB ID:6NNA) using Schrodinger Drug Discovery Software. Compounds rutin, trans-chlorogenic acid, norbergenin, myricetin, quercetin, physalolactone, quercetin-3-O-galactoside, kaempferol, asperulosidic acid, luteolin, curcumin, 12-deoxywithastramonolide, pedunculoside, hernandifoline, and withafastuosin E were identified as hits, presenting better docking scores (-16.2, -14.1, -12.3, -12.1, -12.0, -11.3, -10.3, -9.8, -9.3, -9.2, -9.1, -8.5, -8.4, -8.3, -7.9, respectively) and hydrogen bond interactions with Ser 2021 and Tyr 2034 amino acids of the KR domain of FASN. The MD simulations study of top five hits in complex with protein 6NNA uncovered the significant interactions leading to the stabilization of ligand with Root Mean Square Deviation (RMSD) below 5.00 Å and the stability was further validated by evaluating the root mean square fluctuation, solvent accessible surface area, and radius of gyration graphs. Also, the FASN inhibition effect of top four hits (50 µM) was >50% when corroborated using High Performance Liquid Chromatography HPLC-based estimation of palmitic acid in MCF-7 cells. Thus rutin, trans-chlorogenic acid, norbergenin, and myricetin are proposed as prospective FASN inhibitory leads. Overall, the results provided useful modifications in pharmacophoric features that could improve the inhibitory effect.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    从植物中分离生物活性化合物及其治疗评估对于追求新型植物化学物质至关重要,并在药物发现和设计中发挥不可或缺的作用。文献记录了许多Onosma物种的降血脂作用。考虑到这一点,当前的研究旨在隔离,纯化和评估小野果壁叶片的抗高脂血症潜力。第一次,生物测定指导的分离导致通过光谱技术鉴定为邻苯二甲酸双-(2-乙基癸基)-酯(1)的3种化合物的分离,邻苯二甲酸二(2-乙基辛基)酯(2),和1,2-苯二羧酸双(2-甲基庚基)酯(3)。脂肪酶抑制测定法用于仔细检查甲醇提取物级分和随后分离的化合物的抗高脂血症潜力。Further,分离的化合物通过分子对接用于计算机研究,具有广义born和表面积溶剂化的分子力学(MM-GBSA),和用胰脂酶(PDBID:1LPB)进行MD模拟。分离化合物的分子对接和MM-GBSA用于解释蛋白质-配体复合物之间的结合模式和结合自由能计算。分别。因为化合物(3)显示最佳对接评分-6.689kcal/mol,相比于奥利司他-5.529kcal/mol,PDB:1LPB。所以,它被选择用于MD模拟,以评估配体的稳定性和灵活性的配合物,这是由α-碳链的波动验证,均方根偏差(RMSD),均方根波动(RMSF),以及所涉及的相互作用类型证实了体外脂肪酶抑制潜力。总的来说,计算机模拟和体外结果验证了化合物(3)可以用作有前途的胰脂肪酶抑制剂。由RamaswamyH.Sarma沟通。
    Isolation of bioactive compounds from plants and their therapeutic evaluation is crucial in the pursuit of novel phytochemicals and contributes an indispensable role in drug discovery and design. The literature has documented the hypolipidemic effect of numerous Onosma species. Taking that into consideration, the current study was designed to isolate, purify and evaluate the antihyperlipidemic potential of leaves of Onosma hispidum Wall. For the first time, the bioassay-guided isolation led to the separation of 3 compounds that were identified by spectroscopic techniques as o-phthalic acid bis-(2-ethyl decyl)-ester (1), bis (2-ethyloctyl) phthalate (2), and 1,2 benzenedicarboxylic acid bis(2-methyl heptyl) ester (3). Lipase inhibition assay was utilized to scrutinize the antihyperlipidemic potential of methanolic extract fractions and subsequently isolated compounds. Further, the isolated compounds were employed for in silico studies via molecular docking, molecular mechanics with generalized born and surface area solvation (MM-GBSA), and MD simulations with Pancreatic Lipase Colipase (PDB ID: 1LPB). Molecular docking and MM-GBSA of isolated compounds were employed to explain the mode of binding between the protein-ligand complex and binding free energy calculation, respectively. Since compound (3) displayed the best docking score of -6.689 kcal/mol as compared to orlistat -5.529 kcal/mol with PDB: 1LPB. So, it was chosen for MD simulations to evaluate ligand stability and flexibility of the complex which was validated by the fluctuation of α-carbon chain, root mean square deviation (RMSD), root mean square fluctuation (RMSF), and type of interactions involved which authenticated the in vitro lipase inhibitory potential. Overall, in silico and in vitro results validated that compound (3) could be exploited as a promising pancreatic lipase inhibitor.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    酶靶标前蛋白转化酶枯草杆菌蛋白酶/kexin9型(PCSK9)与脂蛋白代谢的调节密切相关,导致结合后低密度脂蛋白受体(LDLR)降解。通过抑制PCSK9降低LDL胆固醇(LDL-C)的药物可用于治疗高胆固醇血症,从而大大降低了动脉粥样硬化性心血管疾病(CVD)的相关风险。2015年,抗PCSK9单克隆抗体(mAb),alirocumab和evolocumab获得批准,但由于其高昂的成本,其先前的授权实践受到阻碍,减少他们的长期坚持。这引起了小分子PCSK9抑制剂开发的相当大的关注。在这项研究工作中,对PCSK9具有亲和力从而具有降低胆固醇的能力的新颖和多样的分子。实施了分层多步对接,以鉴定化学文库中的小分子,其得分截止值为-8.00kcal/mol,从而除草所有的非潜在分子。已通过全面的计算研究确定了一组七个代表性分子Z1139749023,Z1142698190,Z2242867634,Z2242893449,Z2242894417,Z2242909019和Z2242914794,其中包括评估药代动力学和毒性谱以及结合相互作用以及使用延长分子动力学(MD)模拟对结构动力学和完整性进行深入分析(重复)。此外,使用MM-GBSA计算在1000个轨迹帧上确定这些PCSK9抑制性候选分子的结合亲和力。本文报道的分子是通过必要的实验考虑进一步开发的有利候选物。由RamaswamyH.Sarma沟通。
    The enzymatic target proprotein convertase subtilisin/kexin type 9 (PCSK9) is critically involved in the regulation of the lipoprotein metabolism leading to the degradation of low-density lipoprotein receptors (LDLRs) upon binding. Drugs that lower LDL cholesterol (LDL-C) through the inhibition of PCSK9 are useful in the management of hypercholesterolemia which greatly reduces the associated risk of atherosclerotic cardiovascular disease (CVD). In 2015, anti-PCSK9 monoclonal antibodies (mAbs), alirocumab and evolocumab were approved but owing to their high costs their prior authorization practices were impeded, reducing their long-term adherence. This has drawn considerable attention for the development of small-molecule PCSK9 inhibitors. In this research work, novel and diverse molecules with affinity towards PCSK9 thereby having ability to lower cholesterol. A hierarchical multistep docking was implemented to identify small molecules from chemical libraries with a score cutoff -8.00 kcal/mol, thereby weeding all the non-potential molecules. A set of seven representative molecules Z1139749023, Z1142698190, Z2242867634, Z2242893449, Z2242894417, Z2242909019, and Z2242914794 have been identified from a comprehensive computational study which included assessment of pharmacokinetics and toxicity profiles and binding interactions along with in-depth analysis of structural dynamics and integrity using prolong molecular dynamics (MD) simulation (in-duplicate). Furthermore the binding affinity of these PCSK9 inhibitory candidates molecules was ascertained over 1000 trajectory frames using MM-GBSA calculations. The molecules reported herein are propitious candidates for further development through necessary experimental considerations.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    N-香叶基-N-(2-金刚烷基)乙烷-1,2-二胺(SQ109)是一种结核病药物,对结核分枝杆菌(Mtb)具有很高的效力,并且可能通过阻断细胞壁的生物合成而发挥作用。在与SQ109复合的耻垢分枝杆菌MmpL3的晶体结构变得可用之后,提示SQ109抑制Mmpl3菌酸转运体。这里,我们使用分子动力学(MD)模拟显示,对Mtb和烷基或芳基加合物在C-2或C-1金刚烷基碳与MmpL3具有抑制效力的9种SQ109类似物的结合谱与MmpL3-SQ109复合物的X射线结构一致。我们表明,使用DFT计算以及使用MD模拟在转运蛋白的结合区域内,SQ109围绕单质子化乙二胺单元中的碳-碳键旋转有利于在水和亲脂性溶剂中最小的两种gauche构象。胶束中的结合测定表明,SQ109类似物的结合亲和力增加了较大的,更疏水的加合物,这与我们对SQ109类似物的MD模拟结果一致,表明SQ109的大量C-2金刚烷基加合物可以填充MmpL3中Y257,Y646,F260和F649之间的亲脂性区域。通过我们使用热力学积分结合MD模拟方法计算的相对束缚自由能定量地证实了这一点,与实验值相比,平均分配误差为0.74kcalmol-1。
    N-geranyl-N΄-(2-adamantyl)ethane-1,2-diamine (SQ109) is a tuberculosis drug that has high potency against Mycobacterium tuberculosis (Mtb) and may function by blocking cell wall biosynthesis. After the crystal structure of MmpL3 from Mycobacterium smegmatis in complex with SQ109 became available, it was suggested that SQ109 inhibits Mmpl3 mycolic acid transporter. Here, we showed using molecular dynamics (MD) simulations that the binding profile of nine SQ109 analogs with inhibitory potency against Mtb and alkyl or aryl adducts at C-2 or C-1 adamantyl carbon to MmpL3 was consistent with the X-ray structure of MmpL3 - SQ109 complex. We showed that rotation of SQ109 around carbon-carbon bond in the monoprotonated ethylenediamine unit favors two gauche conformations as minima in water and lipophilic solvent using DFT calculations as well as inside the transporter\'s binding area using MD simulations. The binding assays in micelles suggested that the binding affinity of the SQ109 analogs was increased for the larger, more hydrophobic adducts, which was consistent with our results from MD simulations of the SQ109 analogues suggesting that sizeable C-2 adamantyl adducts of SQ109 can fill a lipophilic region between Y257, Y646, F260 and F649 in MmpL3. This was confirmed quantitatively by our calculations of the relative binding free energies using the thermodynamic integration coupled with MD simulations method with a mean assigned error of 0.74 kcal mol-1 compared to the experimental values.
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  • 文章类型: Journal Article
    我们报道了雄激素受体错义突变V770D的发现,这是在患有完全雄激素不敏感症的两个姐妹中发现的。ARV770变体的实验验证表明ARV770D由于不能二聚化和降低的配体结合亲和力而在转录上无活性。更保守的ARV770A变体在低水平的DHT下显示出二聚化缺陷,当增加DHT水平时,转录活性和受体的二聚化能力部分恢复。V770位于ARLBD同源二聚体晶体结构的LBD二聚化界面之外,V770A突变对AR二聚化的影响是出乎意料的.因此,我们探索了ARLBD二聚化界面是否会通过基于其他核受体的可用人同二聚体LBD晶体结构的替代二聚化模式更好地描述。单体ARLBD在GR的同源二聚体晶体结构中的叠加,PR,ER,汽车,TRβ和HNF-4α显示GR样LBD二聚体模型在能量上最稳定。此外,V770是GR样LBD二聚体中的关键能量残基,而根据晶体结构,它不参与ARLBD同二聚体的稳定。此外,观察到4个AIS突变影响ARLBD二聚体的稳定性,而16个突变影响GR样LBD二聚体,建议ARLBD二聚体晶体是呼吸ARLBD同源二聚体的快照,可以过渡到GR样LBD二聚体模型。本文受版权保护。保留所有权利。
    We report the discovery of the androgen receptor missense mutation V770D, that was found in two sisters suffering from complete androgen insensitivity. Experimental validation of AR V770 variants demonstrated that AR V770D was transcriptionally inactive due to the inability to dimerize and a reduced ligand binding affinity. The more conservative AR V770A variant showed a dimerization defect at low levels of DHT with a partial recovery of the transcriptional activity and of the receptor\'s ability to dimerize when increasing the DHT levels. With V770 located outside of the proposed LBD dimerization interface of the AR LBD homodimer crystal structure, the effects of the V770A mutation on AR dimerization were unexpected. We therefore explored whether the AR LBD dimerization interface would be better described by an alternative dimerization mode based on available human homodimeric LBD crystal structures of other nuclear receptors. Superposition of the monomeric AR LBD in the homodimeric crystal structures of GR, PR, ER, CAR, TRβ, and HNF-4α showed that the GR-like LBD dimer model was energetically the most stable. Moreover, V770 was a key energy residue in the GR-like LBD dimer while it was not involved in the stabilization of the AR LBD homodimer according to the crystal structure. Additionally, the observation that 4 AIS mutations impacted the stability of the AR LBD dimer while 16 mutations affected the GR-like LBD dimer, suggested that the AR LBD dimer crystal is a snapshot of a breathing AR LBD homodimer that can transition into the GR-like LBD dimer model.
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  • 文章类型: Journal Article
    经过40多年的生物聚合物发展,目前的研究仍然基于常规的实验室技术,这需要大量的实验。因此,需要寻找新的研究方法来加速和推动生物聚合物的未来发展。在这项研究中,使用集成的计算机辅助分子设计平台描述了有前途的生物聚合物添加剂排名。从这个角度来看,通过使用AutoDockVina预测结合位点内的分子相互作用评分和分子相互作用模式,最初检查了一组21种不同的植物油菜和大豆蛋白添加剂,分子操作环境(MOE),和分子力学/广义玻恩表面积(MM-GBSA)。所研究添加剂的发现强调了它们结合能的差异,结合位点,口袋,类型,以及在蛋白质-加性相互作用中起关键作用的键形成的距离。因此,分子对接方法可用于通过预测其结合亲和力对一组候选物中的最佳添加剂进行排名。此外,提供了蛋白质-添加剂相互作用背后的特定分子水平见解来解释排名结果.突出显示的结果可以为在分子水平上设计高性能聚合物材料提供一套指南。因此,我们建议,分子建模的实施可以作为一个快速和直接的工具在蛋白质为基础的生物塑料设计,通常会强调添加剂在候选集合中的正确排名。此外,这些方法可能为发现新的添加剂开辟新的途径,并作为对这一领域进行更深入研究的起点。
    After more than 40 years of biopolymer development, the current research is still based on conventional laboratory techniques, which require a large number of experiments. Therefore, finding new research methods are required to accelerate and power the future of biopolymeric development. In this study, promising biopolymer-additive ranking was described using an integrated computer-aided molecular design platform. In this perspective, a set of 21 different additives with plant canola and soy proteins were initially examined by predicting the molecular interactions scores and mode of molecule interactions within the binding site using AutoDock Vina, Molecular Operating Environment (MOE), and Molecular Mechanics/Generalized Born Surface Area (MM-GBSA). The findings of the investigated additives highlighted differences in their binding energy, binding sites, pockets, types, and distance of bonds formed that play crucial roles in protein-additive interactions. Therefore, the molecular docking approach can be used to rank the optimal additive among a set of candidates by predicting their binding affinities. Furthermore, specific molecular-level insights behind protein-additives interactions were provided to explain the ranking results. The highlighted results can provide a set of guidelines for the design of high-performance polymeric materials at the molecular level. As a result, we suggest that the implementation of molecular modeling can serve as a fast and straightforward tool in protein-based bioplastics design, where the correct ranking of additives among sets of candidates is often emphasized. Moreover, these approaches may open new ways for the discovery of new additives and serve as a starting point for more in-depth investigations into this area.
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