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Combination of the Computational Methods: Molecular dynamics, Homology Modeling and Docking to Design Novel Inhibitors and Study Structural Changes in Target Proteins for Current Diseases.

机译:计算方法的组合:分子动力学,同源性建模和对接,以设计新型抑制剂并研究当前疾病靶蛋白的结构变化。

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摘要

In this thesis, molecular dynamics simulations, molecular docking, and homology modeling methods have been used in combination to design possible inhibitors as well as to study the structural changes and function of target proteins related to diseases that today are in the spotlight of drug discovery. The inwardly rectifying potassium (Kir) channels constitute the first target in this study; they are involved in cardiac problems. On the other hand, tensin, a promising target in cancer research, is the second target studied here. The first chapter includes a brief update on computational methods and the current proposal of the combination of MD simulations and docking techniques, a procedure that is applied for the engineering of a new blocker for Kir2.1 ion channels and for the design of possible inhibitors for Tensin. Chapter two focuses in Kir ion channels that belong to the family of potassium-selective ion channels which have a wide range of physiological activity. The resolved crystal structure of a eukaryotic Kir channel was used as a secondary structure template to build the Kir-channels whose crystallographic structures are unavailable. Tertiapin (TPN), a 21 a.a. peptide toxin found in honey bee venom that blocks a type of Kir channels with high affinity was also used to design new Kir channel blockers. The computational methods homology modeling and protein-protein docking were employed to yield Kir channel-TPN complexes that showed good binding affinity scores for TPN-sensitive Kir channels, and less favorable for Kir channels insensitive to TPN block. The binding pocket of the insensitive Kir-channels was studied to engineer novel TPN-based peptides that show favorable binding scores via thermodynamic mutant-cycle analysis. Chapter three is focused on the building of homology models for Tensin 1, 2 and 3 domains C2 and PTP using the PTEN X-ray crystallographic structure as a secondary structure template. Molecular docking was employed for the screening of druggable small molecules and molecular dynamics simulations were also used to study the tensin structure and function in order to give some new insights of structural data for experimental binding and enzymatic assays. Chapter four describes the conformational changes of FixL, a protein of bradyrhizobia japonicum. FixL is a dimer known as oxygen sensor that is involved in the nitrogen fixation process of root plants regulating the expression of genes. Ligand behavior has been investigated after the dissociation event, also the structural changes that are involved in the relaxation to the deoxy state. Molecular dynamics simulations of the CO-bound and CO-unbound bjFixL heme domain were performed during 10 ns in crystal and solution environments then analyzed using Principal Component Analysis (PCA). Our results show that the diffusion of the ligand is influenced by internal motions of the bound structure of the protein before CO dissociation, implying an important role for Arg220. In turn, the location of the ligand after dissociation affects the conformational changes within the protein. The study suggests the presence of a cavity close to the methine bridge C of the heme group in agreement with spectroscopic probes and that Arg220 acts as a gate of the heme cavity.
机译:在本文中,结合使用分子动力学模拟,分子对接和同源性建模方法来设计可能的抑制剂,并研究与疾病相关的靶蛋白的结构变化和功能,这些都是当今药物发现中的热点。内向整流钾通道是本研究的第一个目标。他们参与心脏问题。另一方面,在癌症研究中有希望的靶标张力蛋白是本文研究的第二个靶标。第一章包括计算方法的简要更新以及MD模拟和对接技术相结合的当前建议,该程序适用于针对Kir2.1离子通道的新型阻滞剂的工程设计以及可能的抑制剂的设计。 Tensin。第二章重点介绍Kir离子通道,该离子通道属于钾离子选择通道,具有广泛的生理活性。真核Kir通道的解析晶体结构被用作二级结构模板,以构建其晶体学结构不可用的Kir通道。 Tertiapin(TPN),每年21点蜜蜂毒液中发现的肽毒素也能以高亲和力阻断一种Kir通道,也被用于设计新的Kir通道阻滞剂。计算方法采用同源性建模和蛋白质-蛋白质对接来产生Kir通道-TPN复合物,该复合物对TPN敏感的Kir通道显示出良好的结合亲和力得分,而对TPN阻滞不敏感的Kir通道则表现出较低的亲和力。研究了不敏感的Kir通道的结合口袋,以工程化新型基于TPN的肽,该肽通过热力学突变体循环分析显示出有利的结合分数。第三章重点介绍使用PTEN X射线晶体学结构作为二级结构模板构建Tensin 1、2和3域C2和PTP的同源性模型。分子对接用于筛选可药物化的小分子,分子动力学模拟也用于研究肌腱蛋白的结构和功能,从而为用于实验结合和酶促测定的结构数据提供一些新见解。第四章介绍了日本慢生根瘤菌FixL的构象变化。 FixL是一种称为氧传感器的二聚体,它参与调节基因表达的根植物的固氮过程。离解事件后已经研究了配体行为,还研究了松弛到脱氧状态中涉及的结构变化。在晶体和溶液环境中,在10 ns内对CO结合和CO未结合的bjFixL血红素域进行了分子动力学模拟,然后使用主成分分析(PCA)进行了分析。我们的结果表明,配体的扩散受CO解离前蛋白质结合结构内部运动的影响,这暗示Arg220的重要作用。反过来,解离后配体的位置影响蛋白质内的构象变化。该研究表明,与光谱探针一致,在血红素基团的次甲基桥C附近存在腔,并且Arg220充当血红素腔的门。

著录项

  • 作者

    Parra, Katherine.;

  • 作者单位

    University of South Florida.;

  • 授予单位 University of South Florida.;
  • 学科 Chemistry General.;Chemistry Physical.;Chemistry Biochemistry.;Biophysics General.;Biology Bioinformatics.
  • 学位 Ph.D.
  • 年度 2014
  • 页码 104 p.
  • 总页数 104
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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