homology model

同源性模型
  • 文章类型: Journal Article
    前药,理想情况下,它们的活性化合物只在作用部位释放,即,在癌细胞中,是提高特异性并因此减少化疗副作用的有希望的方法。一种流行的前药形式是酯类,它们在水解时被激活。由于催化这种水解反应的羧酸酯酶在正常组织中也很丰富,一个推定的前药是否是这种酶的可能底物,因此不仅在目标环境中被激活的危险是非常重要的,即,在癌细胞中。在这项工作中,我们研究了药物分子喜树碱羧酸酯的结合模式,它是拓扑异构酶I的抑制剂,通过分子对接和分子动力学模拟,与人羧酸酯酶2(HCE2)的大小不同。与伊立替康相比,已知是HCE2的底物,表明在这项工作中分析的所有三种前药都可以与HCE2蛋白结合,但不适合随后的水解。我们的数据表明,此外,对于伊立替康基质,一旦从推定的亲核体Ser202到催化三联体的His431的初始质子转移已经发生,即可稳定反应物胜任的姿势。我们的模拟工作还表明,重要的是要超越从分子对接获得的静态模型,并包括酶-配体复合物在溶剂中和在有限温度下的灵活性。在这样的条件下,这项工作中研究的前药不太可能被HCE2酶水解,表明在正常组织中不期望的药物释放的低风险。
    Pro-drugs, which ideally release their active compound only at the site of action, i.e., in a cancer cell, are a promising approach towards an increased specificity and hence reduced side effects in chemotherapy. A popular form of pro-drugs is esters, which are activated upon their hydrolysis. Since carboxylesterases that catalyse such a hydrolysis reaction are also abundant in normal tissue, it is of great interest whether a putative pro-drug is a probable substrate of such an enzyme and hence bears the danger of being activated not just in the target environment, i.e., in cancer cells. In this work, we study the binding mode of carboxylesters of the drug molecule camptothecin, which is an inhibitor of topoisomerase I, of varying size to human carboxylesterase 2 (HCE2) by molecular docking and molecular dynamics simulations. A comparison to irinotecan, known to be a substrate of HCE2, shows that all three pro-drugs analysed in this work can bind to the HCE2 protein, but not in a pose that is well suited for subsequent hydrolysis. Our data suggest, moreover, that for the irinotecan substrate, a reactant-competent pose is stabilised once the initial proton transfer from the putative nucleophile Ser202 to the His431 of the catalytic triad has already occurred. Our simulation work also shows that it is important to go beyond the static models obtained from molecular docking and include the flexibility of enzyme-ligand complexes in solvents and at a finite temperature. Under such conditions, the pro-drugs studied in this work are unlikely to be hydrolysed by the HCE2 enzyme, indicating a low risk of undesired drug release in normal tissue.
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  • 文章类型: Journal Article
    甜菊醇糖苷(SG)是一种潜在的天然糖替代品。各种SG结构的味道差异很大,虽然它们的机制尚未得到彻底调查。为了研究味觉机制,进行了SGs与甜味受体TAS1R2和苦味受体TAS2R4的分子对接模拟。结果表明,TAS1R2中的四个柔性线圈(区域)在空间中构造了一个几何形状的开放口袋,负责甜味剂的结合。与甜味剂形成氢键的氨基酸位于不同的受体区域。在苦味模拟中,随着SG分子尺寸的增加,形成的氢键更少。特别是,由于其大小,RM和TAS2R4之间没有相互作用,这解释了RM的非苦味。分子动力学模拟进一步表明,在50ns的模拟时间内,SGs和TAS1R2之间的氢键数量保持不变,而蔗糖逐渐从结合位点释放,导致互动的中断。最后,SG的高甜味强度可归因于其与受体结合位点的持续并发相互作用,这种行为是由SG的结构特征决定的。
    Steviol glycoside (SG) is a potential natural sugar substitute. The taste of various SG structures differ significantly, while their mechanism has not been thoroughly investigated. To investigate the taste mechanism, molecular docking simulations of SGs with sweet taste receptor TAS1R2 and bitter taste receptor TAS2R4 were conducted. The result suggested that four flexible coils (regions) in TAS1R2 constructed a geometry open pocket in space responsible for the binding of sweeteners. Amino acids that form hydrogen bonds with sweeteners are located in different receptor regions. In bitterness simulation, fewer hydrogen bonds were formed with the increased size of SG molecules. Particularly, there was no interaction between RM and TAS2R4 due to its size, which explains the non-bitterness of RM. Molecular dynamics simulations further indicated that the number of hydrogen bonds between SGs and TAS1R2 was maintained during a simulation time of 50 ns, while sucrose was gradually released from the binding site, leading to the break of interaction. Conclusively, the high sweetness intensity of SG can be attributed to its durative concurrent interaction with the receptor\'s binding site, and such behavior was determined by the structure feature of SG.
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  • 文章类型: Journal Article
    目前,奇异变形杆菌感染的治疗被认为是复杂的,因为该生物体已对多种抗生素产生耐药性。因此,应该开发新的抑制剂,靶向细菌分子功能。甲硫氨酸tRNA合成酶(MetRS),氨酰tRNA合成酶家族的成员,是蛋白质生物合成必不可少的,为新型抗生素的发现提供了有希望的目标。在计算机辅助药物设计(CADD)的背景下,目前的研究提出了一个比较同源性模型的构建和分析。能够开发具有更大选择性的新型抑制剂。使用分子操作环境(MOE)软件以大肠杆菌MetRS为模板,建立了奇异假单胞菌MetRS的同源性模型。对模型进行了评估,以及使用保守性分析从其序列预测的靶蛋白的活性位点。进行分子动力学模拟以评估建模的蛋白质结构的稳定性。为了评估预测的活性位点相互作用,使用MOE将蛋氨酸(MetRS的天然底物)和几种细菌MetRS抑制剂对接到构建的模型中。在验证模型后,对系统制备的化合物数据集进行基于药效团的虚拟筛选,以证明所提出模型的可行性,鉴定可能的母体化合物用于进一步开发针对奇异假单胞菌的MetRS抑制剂。
    Currently, the treatment of Proteus mirabilis infections is considered to be complicated as the organism has become resistant to numerous antibiotic classes. Therefore, new inhibitors should be developed, targeting bacterial molecular functions. Methionine tRNA synthetase (MetRS), a member of the aminoacyl-tRNA synthetase family, is essential for protein biosynthesis offering a promising target for novel antibiotics discovery. In the context of computer-aided drug design (CADD), the current research presents the construction and analysis of a comparative homology model for P. mirabilis MetRS, enabling development of novel inhibitors with greater selectivity. Molecular Operating Environment (MOE) software was used to build a homology model for P. mirabilis MetRS using Escherichia coli MetRS as a template. The model was evaluated, and the active site of the target protein predicted from its sequence using conservation analysis. Molecular dynamic simulations were performed to evaluate the stability of the modeled protein structure. In order to evaluate the predicted active site interactions, methionine (the natural substrate of MetRS) and several inhibitors of bacterial MetRS were docked into the constructed model using MOE. After validation of the model, pharmacophore-based virtual screening for a systemically prepared dataset of compounds was performed to prove the feasibility of the proposed model, identifying possible parent compounds for further development of MetRS inhibitors against P. mirabilis.
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  • 文章类型: Journal Article
    遗传性疾病眼皮肤白化病1型(OCA1)是由编码酪氨酸酶(Tyr)的TYR基因突变引起的,一种在整个人体中产生色素所必需的酶。Tyr的线粒体内结构域由富含半胱氨酸和酪氨酸酶催化亚结构域组成,对酶活性至关重要。在蛋白质展开中,这些子域的角色尚未建立。这里,我们在室温下对Tyr和OCA1相关突变变异体P406L和R402Q线粒体内结构域进行了6次分子动力学模拟.在水和尿素中模拟蛋白质1μs以诱导解折叠。在尿素中,我们观察到表面积的增加,分子内氢键减少,并减少疏水相互作用,暗示每种蛋白质的熔融小球状态。在所有条件之间,富含半胱氨酸的亚结构域保持稳定,而催化子域显示出增加的灵活性。P406L突变增强了这种灵活性,而R402Q增加了催化域的刚性。富含半胱氨酸的亚结构域是刚性的,防止蛋白质展开,而催化亚结构域的灵活性适应可能抑制活性的突变变化。这些发现与我们的实验工作的结论一致,表明P406L突变的功能改变,以及R402Q作为多态性的潜在作用。
    The inherited disorder oculocutaneous albinism type 1 (OCA1) is caused by mutations in the TYR gene encoding tyrosinase (Tyr), an enzyme essential to producing pigments throughout the human body. The intramelanosomal domain of Tyr consists of the cysteine-rich and tyrosinase catalytic subdomains, which are essential for enzymatic activity. In protein unfolding, the roles of these subdomains are not well established. Here, we performed six molecular dynamics simulations at room temperature for Tyr and OCA1-related mutant variants P406L and R402Q intramelanosomal domains. The proteins were simulated for 1 μs in water and urea to induce unfolding. In urea, we observed increases in surface area, decreases in intramolecular hydrogen bonding, and decreases in hydrophobic interactions, suggesting a \'molten globule\' state for each protein. Between all conditions, the cysteine-rich subdomain remains stable, whereas the catalytic subdomain shows increased flexibility. This flexibility is intensified by the P406L mutation, while R402Q increases the catalytic domain\'s rigidity. The cysteine-rich subdomain is rigid, preventing the protein from unfolding, whereas the flexibility of the catalytic subdomain accommodates mutational changes that could inhibit activity. These findings match the conclusions from our experimental work suggesting the function alteration by the P406L mutation, and the potential role of R402Q as a polymorphism.
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  • 文章类型: Journal Article
    评估由单个氨基酸突变引入的结构扰动是蛋白质结构生物学的主要问题。我们在这里提出一些方法的最新进展,允许在实际的替代效应和发生突变的位置的局部灵活性的贡献之间分裂失真。它的主要缺点是需要许多结构,每个结构中都有一个突变。为了绕过这个困难,我们建议使用分子建模工具,有几个软件使我们能够从模板构建模型,给定的顺序。作为概念的证明,我们依赖金本位,人类溶菌酶.野生型和三种突变结构均可在PDB中获得。其中两个突变导致淀粉样蛋白原纤维形成,最后一个是中立的。作为结论,无论用于建模的算法如何,突变位点的侧链构象是可靠的,尽管这些工具无法达到远程效果。
    Evaluation of the structural perturbations introduced by a single amino acid mutation is the main issue for protein structural biology. We propose here to present some recent advances in methods, allowing the splitting of distortion between the actual substitution effect and the contribution of the local flexibility of the position where the mutation occurs. Its main drawback is the need of many structures with a single mutation in each of them. To bypass this difficulty, we propose to use molecular modeling tools, with several software enabling us to build a model from a template, given the sequence. As a proof of concept, we rely on a gold standard, the human lysozyme. Both wild-type and three mutant structures are available in the PDB. Two of these mutations result in amyloid fibril formation, and the last one is neutral. As a conclusion, irrespective of the algorithm used for modeling, side chain conformations at the site of mutation are reliable, although long-range effects are out of reach of these tools.
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  • 文章类型: Journal Article
    着色性干皮病C(XPC)是哺乳动物细胞中全球基因组核苷酸切除修复途径的关键起始物。XPC基因中的遗传突变可导致着色性干皮病(XP)癌症易感性综合征,从而显着增加对阳光诱导的癌症的易感性。在癌症数据库和文献中已经报道了该蛋白质的各种遗传变体和突变。目前缺乏人XPC的高分辨率3-D结构使得难以评估突变/遗传变异的结构影响。利用其酵母直系同源物的可用高分辨率晶体结构,Rad4,我们建立了人XPC蛋白的同源模型,并将其与AlphaFold产生的模型进行了比较。这两个模型在结构化域中基本上是一致的。我们还使用966个XPC直向同源物序列评估了每个残基的保守程度。我们基于结构和序列保守性的评估在很大程度上与变体对蛋白质结构稳定性的影响一致,由FoldX和SDM计算。已知的XP错义突变,如Y585C,W690S,和C771Y被一致预测会破坏蛋白质的结构。我们的分析还揭示了几个表面暴露的高度保守的疏水区域,这可能表明尚未表征的新型分子间界面。由RamaswamyH.Sarma沟通。
    Xeroderma pigmentosum C (XPC) is a key initiator in the global genome nucleotide excision repair pathway in mammalian cells. Inherited mutations in the XPC gene can cause xeroderma pigmentosum (XP) cancer predisposition syndrome that dramatically increases the susceptibility to sunlight-induced cancers. Various genetic variants and mutations of the protein have been reported in cancer databases and literature. The current lack of a high-resolution 3-D structure of human XPC makes it difficult to assess the structural impact of the mutations/genetic variations. Using the available high-resolution crystal structure of its yeast ortholog, Rad4, we built a homology model of human XPC protein and compared it with a model generated by AlphaFold. The two models are largely consistent with each other in the structured domains. We have also assessed the degree of conservation for each residue using 966 sequences of XPC orthologs. Our structure- and sequence conservation-based assessments largely agree with the variant\'s impact on the protein\'s structural stability, computed by FoldX and SDM. Known XP missense mutations such as Y585C, W690S, and C771Y are consistently predicted to destabilize the protein\'s structure. Our analyses also reveal several highly conserved hydrophobic regions that are surface-exposed, which may indicate novel intermolecular interfaces that are yet to be characterized.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    靶向致病机制,而不是必要的过程,代表了一种非常有吸引力的方法来开发新的抗分枝杆菌药物。在这种情况下,铁的获取途径最近已经成为潜在的药物途径。然而,铁载体生物合成在脓肿分枝杆菌(Mab)的毒力和致病性中的重要性仍然知之甚少。在这项研究中,我们研究了马伯的水杨酸合酶(SaS)作为开发铁载体生产抑制剂的创新分子靶标。值得注意的是,Mab-SaS在人类细胞中没有任何对应物,使它成为药物发现的一个有趣的候选人。从一系列呋喃类衍生物的结合分析入手,先前被我们小组鉴定为结核分枝杆菌(Mtb)的MbtI抑制剂,我们成功选择了对Mab-SaS具有强活性的先导化合物1(IC50≈5µM)。计算研究表征了1和酶之间的关键相互作用,强调了Y387,G421和K207的重要作用,后者是催化反应第一步中涉及的残基之一。这些结果支持以下假设:5-苯基呋喃-2-羧酸也是一类有前途的Mab-SaS抑制剂,为更有效的衍生品的优化和合理设计铺平了道路。
    Targeting pathogenic mechanisms, rather than essential processes, represents a very attractive approach for the development of new antimycobacterial drugs. In this context, iron acquisition routes have recently emerged as potentially druggable pathways. However, the importance of siderophore biosynthesis in the virulence and pathogenicity of M. abscessus (Mab) is still poorly understood. In this study, we investigated the Salicylate Synthase (SaS) of Mab as an innovative molecular target for the development of inhibitors of siderophore production. Notably, Mab-SaS does not have any counterpart in human cells, making it an interesting candidate for drug discovery. Starting from the analysis of the binding of a series of furan-based derivatives, previously identified by our group as inhibitors of MbtI from M. tuberculosis (Mtb), we successfully selected the lead compound 1, exhibiting a strong activity against Mab-SaS (IC50 ≈ 5 µM). Computational studies characterized the key interactions between 1 and the enzyme, highlighting the important roles of Y387, G421, and K207, the latter being one of the residues involved in the first step of the catalytic reaction. These results support the hypothesis that 5-phenylfuran-2-carboxylic acids are also a promising class of Mab-SaS inhibitors, paving the way for the optimization and rational design of more potent derivatives.
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  • 文章类型: Journal Article
    肌肉肌球蛋白抑制可用于治疗许多涉及过度收缩状态的医学病症,包括肌肉痉挛,慢性肌肉骨骼疼痛,肥厚型心肌病.合成了一系列13种3-(N-丁酸乙氨基酰基)乙基)-4-羟基-2H-色烯-2-酮(BHC)的高级类似物,以探索延伸的亚胺氮侧链并比较醛亚胺与酮亚胺。在胞质分裂分析中,新的类似物均未抑制非肌肉肌球蛋白。ATP酶结构-活性关系揭示了心脏与心脏的选择性骨骼肌球蛋白可以通过细微的结构变化进行调整。没有化合物抑制平滑肌肌球蛋白II。将化合物与心脏和骨骼肌肌球蛋白II的同源性模型对接,为侧臂长度对抑制选择性和心脏与心脏的影响提供了依据骨骼肌球蛋白.性质,包括溶解度,稳定性和毒性,提示某些BHC类似物可用作临床前研究的候选物或用作具有心肌或骨骼肌肌球蛋白选择性的药物的高级候选物的先导化合物。
    Muscle myosin inhibition could be used to treat many medical conditions involving hypercontractile states, including muscle spasticity, chronic musculoskeletal pain, and hypertrophic cardiomyopathy. A series of 13 advanced analogs of 3-(N-butylethanimidoyl)ethyl)-4-hydroxy-2H-chromen-2-one (BHC) were synthesized to explore extended imine nitrogen side chains and compare aldimines vs. ketimines. None of the new analogs inhibit nonmuscle myosin in a cytokinesis assay. ATPase structure-activity relationships reveal that selectivity for cardiac vs. skeletal myosin can be tuned with subtle structural changes. None of the compounds inhibited smooth muscle myosin II. Docking the compounds to homology models of cardiac and skeletal myosin II gave rationales for the effects of side arm length on inhibition selectivity and for cardiac vs. skeletal myosin. Properties including solubility, stability and toxicity, suggest that certain BHC analogs may be useful as candidates for preclinical studies or as lead compounds for advanced candidates for drugs with cardiac or skeletal muscle myosin selectivity.
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  • 文章类型: Journal Article
    耐多药结核病(MDR-TB)对人类构成了重大威胁,因此在世卫组织的优先病原体清单中占有一席之地。非常需要具有与当前使用的药剂不同的作用机制的新型抗微生物杆菌。这项研究提出了设计,合成,和生物学评估3-酰氨基吡嗪-2-甲酰胺,该3-酰氨基吡嗪-2-甲酰胺来自先前报道的人氨酰-tRNA合成酶抑制剂。在体外评估化合物对各种分枝杆菌菌株,病原菌,和有临床意义的真菌。总的来说,注意到对分枝杆菌的高活性,而抗菌和抗真菌活性最小。最具活性的化合物是4'-取代的3-(苯甲酰氨基)吡嗪-2-甲酰胺,从1.95到31.25µg/mL的MIC(最小抑制浓度)。关于分枝杆菌ProRS作为可能的靶标,在计算机上建立了详细的结构-活性关系并使其合理化。活性化合物甚至对结核分枝杆菌的耐多药菌株保持活性。同时,它们对HepG2人肝癌细胞无细胞毒性。该项目是成功将人ProRS抑制剂重新用于具有抗分枝杆菌活性的分枝杆菌ProRS抑制剂的第一步。
    Multidrug-resistant tuberculosis (MDR-TB) poses a significant threat to mankind and as such earned its place on the WHO list of priority pathogens. New antimycobacterials with a mechanism of action different to currently used agents are highly required. This study presents the design, synthesis, and biological evaluation of 3-acylaminopyrazine-2-carboxamides derived from a previously reported inhibitor of human prolyl-tRNA synthetase. Compounds were evaluated in vitro against various strains of mycobacteria, pathogenic bacteria, and fungi of clinical significance. In general, high activity against mycobacteria was noted, while the antibacterial and antifungal activity was minimal. The most active compounds were 4\'-substituted 3-(benzamido)pyrazine-2-carboxamides, exerting MIC (Minimum Inhibitory Concentration) from 1.95 to 31.25 µg/mL. Detailed structure-activity relationships were established and rationalized in silico with regard to mycobacterial ProRS as a probable target. The active compounds preserved their activity even against multidrug-resistant strains of Mycobacterium tuberculosis. At the same time, they were non-cytotoxic against HepG2 human hepatocellular carcinoma cells. This project is the first step in the successful repurposing of inhibitors of human ProRS to inhibitors of mycobacterial ProRS with antimycobacterial activity.
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  • 文章类型: Journal Article
    p53的突变是人类癌症中最常见的遗传改变。在癌症中发现的绝大多数p53突变是错义突变,一些单核苷酸点突变导致突变p53蛋白的积累,并可能获得致癌功能。错义突变p53蛋白在恶性细胞中的稳定和积累机制尚不完全清楚。据认为,DNAJA1通过稳定突变型p53和放大致癌潜力而作为共伴侣蛋白发挥关键作用。因此,鉴定破坏突变型p53和DNAJA1之间蛋白质-蛋白质相互作用的小分子抑制剂可能导致预防癌变的有效治疗。研究蛋白质-蛋白质相互作用和确定潜在的可药用热点历来受到限制-蛋白质-蛋白质结合位点需要比单个蛋白质更复杂的表征,并且尚未确定许多蛋白质的晶体结构。由于这些问题,通过实验室研究确定蛋白质-蛋白质相互作用中的重要药物靶标可能需要数年时间才能完成。然而,计算机模拟方法可以快速表征蛋白质-蛋白质界面及其包含的可药用结合位点。在这一章中,我们首先回顾了突变型p53的致癌潜力以及DNAJA1在稳定错义突变型p53中的关键作用。然后,我们详细介绍了使用计算机建模和分子生物学来识别突变p53和DNAJA1之间的可药用蛋白质-蛋白质相互作用位点/口袋的方法。最后,我们讨论了筛选和验证通过我们的计算机模拟框架鉴定的小分子抑制剂的效用。具体来说,我们描述了GY1-22,一种具有抗突变型p53活性的独特化合物,显示出在体内和体外抑制癌细胞生长的治疗潜力。
    Mutation of p53 is the most common genetic alteration in human cancer. The vast majority of p53 mutations found in cancer are missense mutations, with some single nucleotide point mutations leading to the accumulation of mutant p53 protein with potential gain of oncogenic function. The mechanism for stabilization and accumulation of missense mutant p53 protein in malignant cells is not fully understood. It is thought that DNAJA1 plays a crucial role as a co-chaperone protein by stabilizing mutant p53 and amplifying oncogenic potential. As such, identifying small molecule inhibitors to disrupt the protein-protein interaction between mutant p53 and DNAJA1 may lead to an effective treatment for preventing carcinogenesis. Studying protein-protein interactions and identifying potential druggable hotspots has historically been limited-protein-protein binding sites require more complex characterization than those of single proteins and the crystal structures of many proteins have not been identified. Due to these issues, identifying salient druggable targets in protein-protein interactions through bench research may take years to complete. However, in silico modeling approaches allow for rapid characterization of protein-protein interfaces and the druggable binding sites they contain. In this chapter, we first review the oncogenic potential of mutant p53 and the crucial role of DNAJA1 in stabilizing missense mutant p53. We then detail our methodology for using in silico modeling and molecular biology to identify druggable protein-protein interaction sites/pockets between mutant p53 and DNAJA1. Finally, we discuss screening for and validating the utility of a small molecule inhibitor identified through our in silico framework. Specifically, we describe GY1-22, a unique compound with activity against mutant p53 that demonstrates therapeutic potential to inhibit cancer cell growth both in vivo and in vitro.
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