molecular dynamic simulation

分子动力学模拟
  • 文章类型: Journal Article
    尽管有大量的牛仔布废物及其作为纤维素来源的潜力,它的使用被忽略了。本研究使用N-甲基吗啉-N-氧化物,一种环保溶剂,溶解牛仔布(包括100%棉)并创建牛仔布膜。达到10%的牛仔布记录溶解度,还制造纤维素膜用于比较。应用了表征技术,分子动力学模拟研究了分子内相互作用以及靛蓝染料对溶解过程的影响。FTIR光谱表明在溶解和再生过程中没有化学反应,尽管OH拉伸的变化表明结晶度发生变化,由XRD结果证实,显示降低的结晶度和从纤维素I到纤维素II的结构转变。13CNMR分析揭示再生后链间氢键的破坏。TGA结果显示与粉末相比,两种膜的分解温度较低。测试机械性能表明,与纤维素膜相比,粗斜纹布膜具有更高的断裂伸长率,但具有更低的拉伸强度。MD模拟表明靛蓝染料没有显着影响基本相互作用,但通过降低扩散系数降低了牛仔布的溶解度。流变试验支持模拟结果,与纤维素相比,牛仔布溶液显示出更高的粘度和分子量。
    Despite the significant amount of denim waste and its potential as a cellulose source, its use has been neglected. This study uses N-methyl morpholine-N-oxide, an eco-friendly solvent, to dissolve denim (including 100 % cotton) and create a denim film. Achieving a 10 % denim record solubility, a cellulosic film was also fabricated for comparison. Characterisation techniques were applied, and molecular dynamics simulations explored intramolecular interactions and the influence of indigo dye on dissolution process. FTIR spectra indicated no chemical reactions during dissolution and regeneration, though a shift in OH stretching suggested a change in crystallinity, confirmed by XRD results showing decreased crystallinity and a structural shift from cellulose I to cellulose II. 13C NMR analysis revealed disruptions in interchain hydrogen bonds after regeneration. TGA results showed lower decomposition temperatures for both films compared to the powders. Testing mechanical properties showed the denim film had higher elongation at break but lower tensile strength than the cellulose film. MD simulations indicated indigo dye did not significantly affect fundamental interactions but decreased denim solubility by reducing the diffusion coefficient. Rheological tests supported the simulation results, showing higher viscosity and molecular weight for the denim solution compared to cellulose.
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  • 文章类型: Journal Article
    硼中子俘获疗法(BNCT)具有很强的针对性,选择性和有效的技术来治愈各种类型的癌症,对健康细胞的伤害较小。原则上,BNCT治疗需要将10硼(10B)原子分布在肿瘤组织内,选择性地和均匀地,以及通过捕获足够的中子来引发核裂变反应,这些中子释放出高线性能量粒子以杀死肿瘤细胞。在BNCT,具有可接受的生物选择性的高质量硼试剂至关重要,均匀分布并按所需数量交付,类似于化疗和其他放疗治疗肿瘤。然而,目前用于临床试验的硼药物尚未达到全部要求。另一方面,由于高质量中子源的先进发展和新的BNCT中心的全球建设,BNCT加工开辟了复兴时代。因此,迫切需要使用具有增加的生物电容性的硼试剂。分子对接和分子动态模拟技术等人工智能(AI)工具已被用于开发新药物。在这项工作中,计算机评估,包括BNCT相关肿瘤受体蛋白的生物信息学评估,优化的硼试剂小分子的计算评估,用于加快硼药物的筛选过程。结果将适用于为未来利用人工智能的BNCT铺平道路。优化后的小硼剂的计算机分子对接和动态模拟结果,将检查例如具有优化的蛋白质如L型氨基酸转运蛋白1(LTA1,也称为SLC7A5)的4-硼-1-苯丙氨酸(BPA)。计算机评估结果无疑将有助于研究人员优化BNCT应用的可药用硼制剂。优化蛋白质的临床状态,与可以用BNCT治疗的癌症高度相关,已经使用生物信息学技术进行了评估,并进行了相应的讨论。此外,细胞毒性(IC50)的评估,已经给出了优化配体1和7的硼吸收和组织分布。
    Boron neutron capture therapy (BNCT) is a highly targeted, selective and effective technique to cure various types of cancers, with less harm to the healthy cells. In principle, BNCT treatment needs to distribute the 10boron (10B) atoms inside the tumor tissues, selectively and homogeneously, as well as to initiate a nuclear fission reaction by capturing sufficient neutrons which releases high linear energy particles to kill the tumor cells. In BNCT, it is crucial to have high quality boron agents with acceptable bio-selectivity, homogeneous distribution and deliver in required quantity, similar to chemotherapy and other radiotherapy for tumor treatment. Nevertheless, boron drugs currently used in clinical trials yet to meet the full requirements. On the other hand, BNCT processing has opened up the era of renaissance due to the advanced development of the high-quality neutron source and the global construction of new BNCT centers. Consequently, there is an urgent need to use boron agents that have increased biocapacity. Artificial intelligence (AI) tools such as molecular docking and molecular dynamic simulation technologies have been utilized to develop new medicines. In this work, the in silico assessments including bioinformatics assessments of BNCT related tumoral receptor proteins, computational assessments of optimized small molecules of boron agents, are employed to speed up the screening process for boron drugs. The outcomes will be applicable to pave the way for future BNCT that utilizes artificial intelligence. The in silico molecular docking and dynamic simulation results of the optimized small boron agents, such as 4-borono-l-phenylalanine (BPA) with optimized proteins like the L-type amino acid transporter 1 (LTA1, also known as SLC7A5) will be examined. The in silico assessments results will certainly be helpful to researchers in optimizing druggable boron agents for the BNCT application. The clinical status of the optimized proteins, which are highly relevant to cancers that may be treated with BNCT, has been assessed using bioinformatics technology and discussed accordingly. Furthermore, the evaluations of cytotoxicity (IC50), boron uptake and tissue distribution of the optimized ligands 1 and 7 have been presented.
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  • 文章类型: Journal Article
    分子印迹聚合物(MIP)是聚合物化学中日益增长的亮点。它们是化学和热稳定的,可以在各种环境中使用,并实现广泛的应用。MIP的计算机辅助研究通常涉及使用计算技术进行设计,分析,并优化MIP的生产。关于肾上腺素(EPI)MIP与其靶分子之间相互作用的计算研究的信息有限。在这项研究中进行了EPI-MIP制备的合理设计。首先,密度泛函理论(DFT)和分子动力学(MD)模拟用于筛选适合在交联剂和溶剂环境下设计EPIMIP的功能单体。在测试的功能单体中,丙烯酸(AA)是最适合EPI-MIP配方的单体。对所评估的六个DFT官能化中的五个观察到的趋势证实AA是合适的单体。在乙二醇二甲基丙烯酸酯(EGDMA)和乙腈存在下,理论上的最佳摩尔比为1:4EPI:AA。在EPI:AA的比率下分析了温度对均方位移的影响,X射线衍射,密度分布,特定体积,回转半径,和平衡能量。对于所有这些参数观察到的稳定性要好得多,该温度可以确定使用AA作为功能单体的EPI-MIP显影的加工和操作温度范围。为了成本效益和减少在实验室准备MIP的时间,这些结果可以作为设计和开发EPI-MIP的有用模板。
    Molecularly imprinted polymers (MIPs) are a growing highlight in polymer chemistry. They are chemically and thermally stable, may be used in a variety of environments, and fulfill a wide range of applications. Computer-aided studies of MIPs often involve the use of computational techniques to design, analyze, and optimize the production of MIPs. Limited information is available on the computational study of interactions between the epinephrine (EPI) MIP and its target molecule. A rational design for EPI-MIP preparation was performed in this study. First, density functional theory (DFT) and molecular dynamic (MD) simulation were used for the screening of functional monomers suitable for the design of MIPs of EPI in the presence of a crosslinker and a solvent environment. Among the tested functional monomers, acrylic acid (AA) was the most appropriate monomer for EPI-MIP formulation. The trends observed for five out of six DFT functionals assessed confirmed AA as the suitable monomer. The theoretical optimal molar ratio was 1:4 EPI:AA in the presence of ethylene glycol dimethacrylate (EGDMA) and acetonitrile. The effect of temperature was analyzed at this ratio of EPI:AA on mean square displacement, X-ray diffraction, density distribution, specific volume, radius of gyration, and equilibrium energies. The stability observed for all these parameters is much better, ranging from 338 to 353 K. This temperature may determine the processing and operating temperature range of EPI-MIP development using AA as a functional monomer. For cost-effectiveness and to reduce time used to prepare MIPs in the laboratory, these results could serve as a useful template for designing and developing EPI-MIPs.
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  • 文章类型: Journal Article
    在光动力疗法(PDT)中使用植物提取物作为光敏剂代表了一种针对可持续性的重要绿色方法。本研究调查了甜菜根汁(BRJ),betanin,和他们的脂质体制剂(Lip-BRJ,Lip-Bet)作为癌症PDT中的光敏剂。BRJ做好了准备,并通过高效液相色谱法对其甜菜素含量进行定量。对亚硝基二甲基苯胺(RNO)/咪唑技术监测了单线态氧的形成。BRJ和betanin在照射45分钟后使440nm处的RNO吸光度降低了12%和9%,分别。此外,使用结合自由能分析和分子动力学模拟检查了betanin与Bcl-2蛋白的相互作用。结果显示了有利的相互作用,ΔG值为-40.94kcal/mol。然后,BRJ,betanin,Lip-BRJ,和Lip-Bet作为光敏剂在正常(HEK293)和人肺癌(A549)细胞系上进行测试。辐照显着增强Lip-Bet对HEK293细胞(2000µg/mL时20%细胞活力)和A549细胞(1000µg/mL时13%细胞活力)的细胞毒性。对于Lip-BRJ,辐照在较低浓度下对HEK293细胞和在所有测试浓度下对A549细胞的细胞毒性显着增强。这些结果证明了光和脂质体包封对betanin和BRJ的抗癌活性的积极作用,表明脂质体甜菜根色素作为绿色光敏剂的效率。
    Using plant extracts as photosensitizers in photodynamic therapy (PDT) represents a significant green approach toward sustainability. This study investigates beetroot juice (BRJ), betanin, and their liposomal formulations (Lip-BRJ, Lip-Bet) as photosensitizers in cancer PDT. BRJ was prepared, and its betanin content was quantified via HPLC. The p-nitrosodimethylaniline (RNO)/imidazole technique monitored the singlet oxygen formation. BRJ and betanin decreased the RNO absorbance at 440 nm by 12% and 9% after 45 min of irradiation, respectively. Furthermore, betanin interaction with Bcl-2 proteins was examined using binding free energy analysis and molecular dynamic simulation. The results revealed favorable interactions with ΔG values of -40.94 kcal/mol. Then, BRJ, betanin, Lip-BRJ, and Lip-Bet were tested as photosensitizers on normal (HEK 293) and human lung cancer (A549) cell lines. Irradiation significantly enhanced the cytotoxicity of Lip-Bet on HEK 293 cells (20% cell viability at 2000 µg/mL) and A549 cells (13% cell viability at 1000 µg/mL). For Lip-BRJ, irradiation significantly enhanced the cytotoxicity on HEK 293 cells at lower concentrations and on A549 cells at all tested concentrations. These results proved the positive effect of light and liposomal encapsulation on the anticancer activity of betanin and BRJ, suggesting the efficiency of liposomal beetroot pigments as green photosensitizers.
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  • 文章类型: Journal Article
    3,4-双(3-硝基呋喃-4-基)呋喃(DNTF)是一种性能优异的炸药,使用DNTF作为高能部件,对于提高武器的综合性能具有重要意义。为探讨DNTF对低熔点熔融载体炸药的作用,通过差示扫描量热法分析了DNTF与其他低熔点炸药的相容性,并测试了机械灵敏度。通过MaterialsStudio计算了DNTF与其他低熔点炸药的相容性和内聚能密度。结果表明,DNTF与大多数低熔点炸药具有良好的相容性,熔铸形成的混合体系的峰值温度变化不明显。其中,DNTF与MTNP的兼容性最好,TNT,和DNAN;与DFTNAN和DNP的中等兼容性;与DNMT的兼容性最差。灵敏度测试结果表明,DNTF和TNT的组合在机械灵敏度方面具有最显著的降低。DFTNAN和MTNP比DNTF具有更好的稳定性,并且可以与DNTF产生强大的相互作用力。与DNTF混合的其他低熔点炸药具有比DNTF更低的分子间力。与其他混合系统相比,DNTF/MTNP系统在加热时需要最多的能量进行相变,并且对热最不敏感。DNTF/DNMT体系的内聚能密度最低,对热最敏感。
    3,4-bis(3-nitrofurazan-4-yl) furoxan (DNTF) is an explosive with excellent performance, and the use of DNTF as a high-energy component is of great significance for improving the comprehensive performance of weapons. To explore the effect of DNTF on low-melting-point molten carrier explosives, the compatibility between DNTF and other low-melting-point explosives was analyzed by differential scanning calorimetry, and mechanical sensitivity was tested. The compatibility and cohesive energy density between DNTF and other low-melting-point explosives were calculated by Materials Studio. The results showed that DNTF has good compatibility with most low-melting-point explosives, and the peak temperature change of the mixed system formed by melt-casting is not obvious. Among them, DNTF has the best compatibility with MTNP, TNT, and DNAN; moderate compatibility with DFTNAN and DNP; and the worst compatibility with DNMT. The sensitivity test results indicate that the combination of DNTF and TNT has the most significant reduction in mechanical sensitivity. DFTNAN and MTNP have better stability than DNTF and can generate strong interaction forces with DNTF. Other low-melting-point explosives mixed with DNTF have lower intermolecular forces than DNTF. The DNTF/MTNP system requires the most energy to phase change when heated compared to other mixed systems and is the least sensitive to heat. The DNTF/DNMT system has the lowest cohesive energy density and is the most sensitive to heat.
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  • 文章类型: Journal Article
    H键涉及在与其共价结合的电负性原子(供体)和充当受体的另一个电负性原子之间共享氢原子。这种键代表了生物大分子中至关重要的几何力,因此,具有广泛的特点。由于供体氢施加的拉力,H键的形成总是导致受体部分内的弱化。这种现象可以与连接两个质量块的弹簧相比较;拉动一个质量块会拉伸弹簧,同样影响两个群众之间的联系。在这里,在研究C-H···O=C键的能学时,我们描述了相反的现象。该键是最普遍的蛋白质跨膜二聚化基序(GxxxG)的基础,其中一个螺旋上的甘氨酸Cα-H与附近螺旋中的羰基形成氢键。我们使用同位素编辑的FT-IR光谱和确证的计算方法来证明与甘氨酸Cα-H结合后受体C=O键的惊人增强。我们表明,与Cα-H键相关的电子因素通过增加σ键的s特性来增强C=O振荡器,降低π键的超共轭破坏。此外,在形成C-H···O=C键时,观察到受体C=O键的极性降低。我们的发现挑战了对H键动力学的传统理解,并为螺旋蛋白间相互作用的结构稳定性提供了新的见解。
    An H-bond involves the sharing of a hydrogen atom between an electronegative atom to which it is covalently bound (the donor) and another electronegative atom serving as an acceptor. Such bonds represent a critically important geometrical force in biological macromolecules and, as such, have been characterized extensively. H-bond formation invariably leads to a weakening within the acceptor moiety due to the pulling exerted by the donor hydrogen. This phenomenon can be compared to a spring connecting two masses; pulling one mass stretches the spring, similarly affecting the bond between the two masses. Herein, we describe the opposite phenomenon when investigating the energetics of the C-H···O=C bond. This bond underpins the most prevalent protein transmembrane dimerization motif (GxxxG) in which a glycine Cα-H on one helix forms a hydrogen bond with a carbonyl in a nearby helix. We use isotope-edited FT-IR spectroscopy and corroborating computational approaches to demonstrate a surprising strengthening of the acceptor C=O bond upon binding with the glycine Cα-H. We show that electronic factors associated with the Cα-H bond strengthen the C=O oscillator by increasing the s-character of the σ-bond, lowering the hyperconjugative disruption of the π-bond. In addition, a reduction of the acceptor C=O bond\'s polarity is observed upon the formation of the C-H···O=C bond. Our findings challenge the conventional understanding of H-bond dynamics and provide new insights into the structural stability of inter-helical protein interactions.
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  • 文章类型: Journal Article
    耐药真菌感染的增加引起了重大的公共卫生问题,需要开发新的抗真菌疗法。我们旨在通过针对白色念珠菌的酵母酪蛋白激酶进行抗真菌药物开发来解决这一挑战。化合物库含有589个与先前鉴定的激酶抑制剂GW461484A相似的化学结构。通过虚拟筛选,根据它们的结合能选择具有PubChemID102583821、12982634、102487860和86260205的四种化合物。疏水键和范德华相互作用稳定了对接的复合物。综合的相互作用研究和200纳秒的分子动力学模拟表明,这些分子可以保持稳定的相互作用与目标,令人满意的RMSD和RMSF值证明了这一点。这些复合物的基于Rg-RMSD的自由能景观表明,由于存在具有全局最小值的构象异构体,因此具有热力学稳定性。这些有希望的发现突出了在白色念珠菌中开发针对Yck2的新型抗真菌疗法的潜力。需要进一步的实验验证来评估这些化合物作为抗真菌剂的功效。这项研究为对抗抗真菌耐药性迈出了重要的一步,并为药物发现开辟了新途径。
    The rise in drug-resistant fungal infections poses a significant public health concern, necessitating the development of new antifungal therapies. We aimed to address this challenge by targeting a yeast casein kinase of Candida albicans for antifungal drug development. The compound library contained 589 chemical structures similar to the previously identified kinase inhibitor GW461484A. Through virtual screening, four compounds with the PubChem IDs 102583821, 12982634, 102487860, and 86260205 were selected based on their binding energies. Hydrophobic bonds and van der Waals interactions stabilised the docked complexes. Comprehensive interaction studies and a 200-nanosecond molecular dynamics simulation suggested that these molecules can maintain stable interactions with the target, as evidenced by satisfactory RMSD and RMSF values. The Rg-RMSD-based Free Energy Landscape of these complexes indicated thermodynamic stability due to the presence of conformers with global minima. These promising findings highlight the potential for developing novel antifungal therapies targeting Yck2 in C. albicans. Further experimental validation is required to assess the efficacy of these compounds as antifungal agents. This research provides a significant step towards combating antifungal resistance and opens up a new avenue for drug discovery.
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  • 文章类型: Journal Article
    Hsp27是小型热休克蛋白(sHSPs)的成员,该蛋白是已知的针对异常蛋白质折叠行为的细胞防线。然而,它的上调与各种病理障碍有关,包括几种癌症。神经酰胺合酶(CerS)介导神经酰胺的合成,一种关键的结构和信号脂质。功能上,下游神经酰胺代谢产物参与细胞凋亡过程,其功能异常与抗癌抗性有关。研究表明,CerS1可能被Hsp27抑制,从而在体外产生生化抗癌作用。然而,这种蛋白质-蛋白质相互作用(PPI)的性质尚未在分子方面得到相当大的研究,因此,我们使用分子动力学模拟对CerS1-Hsp27相互作用景观的动力学进行了首次描述。时间尺度分子动力学模拟分析表明,全系统构象事件的稳定性降低,增加灵活性,压实度降低,和减少CerS1的折叠。结合能的分析显示出有利的相互作用,在界面处需要56个残基,总稳定能为〜158KJ/mol。与蛋白质骨架相比,CerS1催化结构域经历了相反的趋势。然而,根据DCCM和DSSP分析,这些残基采用了高度紧凑的构象。此外,包含底物穿梭机械的保守残留物(SER212,ASP213,ALA240,GLY243,ASP319)显示出明显的刚性,这意味着限制了神经酰胺前体的进入和组装;因此,一种可能的抑制机制。该报告的发现将简化对CerS1-Hsp27相互作用的更好的分子理解,并破译其潜在的抗癌机制和治疗途径。
    Hsp27 is a member of the small heat-shock proteins (sHSPs) - the known cellular line of defence against abnormal protein folding behaviors. Nevertheless, its upregulation is linked to a variety of pathological disorders, including several types of cancers. The ceramide synthases (CerS) mediate the synthesis of ceramide, a critical structural and signaling lipid. Functionally, downstream ceramide metabolites are implicated in the apoptosis process and their abnormal functionality has been linked to anticancer resistance. Studies showed that CerS1 are possibly inhibited by Hsp27 leading to biochemical anticancer effects in vitro. Nevertheless, the nature of such protein-protein interaction (PPI) has not been considerably investigated in molecular terms, hence, we present the first description of the dynamics CerS1-Hsp27 interaction landscapes using molecular dynamics simulations. Time-scale molecular dynamics simulation analysis indicated a system-wide conformational events of decreased stability, increased flexibility, reduced compactness, and decreased folding of CerS1. Analysis of binding energy showed a favorable interaction entailing 56 residues at the interface and a total stabilizing energy of -158 KJ/mol. The CerS1 catalytic domain experienced an opposite trend compared to the protein backbone. Yet, these residues adopted a highly compact conformation as per DCCM and DSSP analysis. Furthermore, conserved residues (SER 212, ASP 213, ALA 240, GLY 243, ASP 319) comprising the substrate shuttling machinery showed notable rigidity implying a restrained ceramide precursor access and assembly; hence, a possible inhibitory mechanism. Findings from this report would streamline a better molecular understanding of CerS1-Hsp27 interactions and decipher its potential avenue toward unexplored anti-cancer mechanisms and therapy.
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  • 文章类型: Journal Article
    这项研究调查了杀虫剂多角菌对模型生物Bombyxmori(Linnaeus)的毒性作用,并探讨了O-香兰素的潜在改善特性。通过口服给家蚕幼虫给予亚致死浓度的多杀菌素,导致体重下降,幼虫长度,和受损的茧特征。对酶促和非酶促抗氧化剂的研究揭示了肠道中的氧化应激,脂肪的身体,和丝腺组织,以抗氧化剂减少和脂质过氧化增加为特征。然而,用O-香兰素治疗后有效地减轻了这些毒性作用,保持抗氧化能力和防止脂质过氧化。此外,O-香兰素可防止体重减轻并改善茧特性。在组织学层面,多杀菌素暴露导致肠道轻度组织学损伤,脂肪的身体,和丝腺。然而,O-香兰素后处理具有改善作用并减轻组织学损害。为了深入研究O-香兰素的改善机制,在计算机研究被用来研究家蚕的一个重要的异生代谢蛋白之间的相互作用,即,细胞色素p450,特别是CYP9A19和O-香兰素。我们进行了盲分子对接,然后进行了分子动力学模拟,结果表明,O-香兰素与家蚕细胞色素P450蛋白CYP9A19之间稳定的结合相互作用,属于CYP9A亚家族,提示O-香兰素在调节异种生物代谢中的潜在作用。
    This study investigates the toxic effects of the insecticide spinetoram on the model organism Bombyx mori (Linnaeus) and explores the potential ameliorative properties of O-Vanillin. Sub-lethal concentrations of spinetoram were given to silkworm larvae via oral feed, resulting in reduced body weight, larval length, and impaired cocoon characteristics. A study of the enzymatic and non-enzymatic antioxidants revealed oxidative stress in the gut, fat body, and silk gland tissues, characterized by decreased antioxidants and increased lipid peroxidation. However, post-treatment with O-Vanillin effectively mitigated these toxic effects, preserving antioxidant capacities and preventing lipid peroxidation. Additionally, O-Vanillin prevented the loss of body weight and improved cocoon characteristics. At the histological level, spinetoram exposure caused mild histological damage in the gut, fat body, and silk gland. However, O-Vanillin post-treatment had ameliorative effects and mitigated the histological damages. To delve deeper into the mechanism of amelioration of O-Vanillin, in silico studies were used to study the interaction between an important xenobiotic metabolism protein of the Bombyx mori, i.e., Cytochrome p450, specifically CYP9A19, and O-Vanillin. We performed blind molecular docking followed by molecular dynamic simulation, and the results demonstrated stable binding interactions between O-Vanillin and CYP9A19, a cytochrome P450 protein in silkworm, belonging to the subfamily CYP9A, suggesting a potential role for O-vanillin in modulating xenobiotic metabolism.
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  • 文章类型: Journal Article
    间变性淋巴瘤激酶(ALK)驱动的肺癌是一个关键的治疗靶点,需要创新的方法来鉴定有效的抑制剂。间变性淋巴瘤激酶(ALK),与ALK驱动的肺癌发病机制有关的关键蛋白,一直是广泛的药物发现工作的重点。这项研究采用了一种全面的计算药物发现方法,将虚拟筛选与Lipinski过滤器集成在一起,重新对接,分子动力学(MD)模拟,和自由能计算,以从天然化合物库中确定潜在的抑制剂。利用MTiOpenScreenWeb服务器,我们筛选了与ALK表现出有利相互作用的化合物,产生1227种化合物,其虚拟筛选评分范围为-10.2至-3.7kcal/mol。随后将三个选定的化合物(ZINC000059779788,ZINC000043552589和ZINC000003594862)和一个参考化合物与ALK重新对接,得出对接得分-10.4,-10.2,-10.2和-10.1kcal/mol,分别。这些化合物显示出与ALK有希望的相互作用,提示潜在的抑制作用。高级分析,包括MD模拟和结合自由能计算,进一步支持了这些化合物的潜在功效.MD模拟,特别是均方根偏差(RMSD)和均方根波动(RMSF)分析,结果表明,化合物ZINC000059779788和ZINC000003594862相比于化合物ZINC000043552589具有更好的稳定性。这些稳定的构象表明随着时间的推移有效结合。使用MM/GBSA方法计算自由能表明ZINC000059779788具有最有利的结合能,表明与ALK蛋白的强烈和稳定的相互作用。这项研究的有希望的计算结果强调了额外实验测试的必要性,以验证这些天然化合物治疗肺癌的疗效。
    Anaplastic lymphoma kinase (ALK)-driven lung cancer represents a critical therapeutic target, demanding innovative approaches for the identification of effective inhibitors. Anaplastic lymphoma kinase (ALK), a key protein involved in the pathogenesis of ALK-driven lung cancers, has been the focus of extensive drug discovery efforts. This study employed a comprehensive computational drug discovery approach, integrating virtual screening with the Lipinski filter, re-docking, molecular dynamics (MD) simulations, and free energy calculations to identify potential inhibitors from a natural compound library. Utilizing the MTiOpenScreen web server, we screened for compounds that exhibit favorable interactions with ALK, resulting in 1227 compounds with virtual screening scores ranging from - 10.2 to - 3.7 kcal/mol. Subsequent re-docking of three selected compounds (ZINC000059779788, ZINC000043552589, and ZINC000003594862) and one reference compound against ALK yielded docking scores - 10.4, - 10.2, - 10.2, and - 10.1 kcal/mol, respectively. These compounds demonstrated promising interactions with ALK, suggesting potential inhibitory effects. Advanced analyses, including MD simulation and binding free energy calculations, further supported the potential efficacy of these compounds. MD simulations, particularly the root mean square deviation (RMSD) and root mean square fluctuation (RMSF) analyses, revealed that compounds ZINC000059779788 and ZINC000003594862 achieved better stability compared to compound ZINC000043552589. These stable conformations suggest effective binding over time. Free energy calculations using the MM/GBSA method showed that ZINC000059779788 had the most favorable binding energy, indicating a strong and stable interaction with the ALK protein. The promising computational findings from this study emphasize the necessity for additional experimental testing to verify the therapeutic efficacy of these natural compounds for treating lung cancers.
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