Molecular modelling

分子建模
  • 文章类型: Journal Article
    引入市场的越来越多的药物和具有证实的活性的化合物的众多存储库已经提出了重新验证确定化合物成为未来药物应具有的性质范围的现有技术规则的需要。在这项研究中,我们设计了一系列两种化学型的芳基哌嗪海因配体5-HT7R,寻找创新中枢神经系统药物的一个有吸引力的目标,具有较高的分子量(接近或超过500)。因此,合成了14种新化合物,并筛选了其受体活性,并进行了广泛的对接研究,以评估所观察到的结构-活性/性质关系。ADMET在生物膜通透性方面的表征,代谢稳定性,肝毒性,心脏毒性,在体外进行所得化合物的蛋白质血浆结合。这些研究的结果构成了ADMET属性预测计算工具全面挑战的基础。所有化合物对5-HT7R具有高亲和力(所有分析结构的Ki低于250nM),对5-HT6R具有良好的选择性,对5-HT2AR具有不同的亲和力,5-HT1AR和D2R。对于这项研究中最好的化合物,与神经变性相关的基因的表达谱,确定抗氧化反应和抗炎功能,和细胞的存活(SH-SY5Y作为阿尔茨海默病的体外模型)进行评估。一种5-HT7R试剂(32)的特征是非常有前途的ADMET概况,即良好的膜渗透性,低肝毒性和心脏毒性,和高代谢稳定性,同时具有较高的血浆蛋白结合率和相对于其他GPCRs的高选择性,以及令人满意的基因表达谱调制和神经细胞存活。这种令人鼓舞的特性使其成为进一步测试和优化的良好候选药物,可作为治疗CNS相关疾病的潜在药物。
    An increasing number of drugs introduced to the market and numerous repositories of compounds with confirmed activity have posed the need to revalidate the state-of-the-art rules that determine the ranges of properties the compounds should possess to become future drugs. In this study, we designed a series of two chemotypes of aryl-piperazine hydantoin ligands of 5-HT7R, an attractive target in search for innovative CNS drugs, with higher molecular weight (close to or over 500). Consequently, 14 new compounds were synthesised and screened for their receptor activity accompanied by extensive docking studies to evaluate the observed structure-activity/properties relationships. The ADMET characterisation in terms of the biological membrane permeability, metabolic stability, hepatotoxicity, cardiotoxicity, and protein plasma binding of the obtained compounds was carried out in vitro. The outcome of these studies constituted the basis for the comprehensive challenge of computational tools for ADMET properties prediction. All the compounds possessed high affinity to the 5-HT7R (Ki below 250 nM for all analysed structures) with good selectivity over 5-HT6R and varying affinity towards 5-HT2AR, 5-HT1AR and D2R. For the best compounds of this study, the expression profile of genes associated with neurodegeneration, anti-oxidant response and anti-inflammatory function was determined, and the survival of the cells (SH-SY5Y as an in vitro model of Alzheimer\'s disease) was evaluated. One 5-HT7R agent (32) was characterised by a very promising ADMET profile, i.e. good membrane permeability, low hepatotoxicity and cardiotoxicity, and high metabolic stability with the simultaneous high rate of plasma protein binding and high selectivity over other GPCRs considered, together with satisfying gene expression profile modulations and neural cell survival. Such encouraging properties make it a good candidate for further testing and optimisation as a potential agent in the treatment of CNS-related disorders.
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  • 文章类型: Journal Article
    每年,超过1900万例癌症被诊断,这个数字每年都在增加。由于标准治疗方案对不同类型的癌症有不同的成功率,了解个体肿瘤的生物学变得至关重要,特别是对于难以治疗的病例。个性化的高通量分析,使用下一代测序,允许全面检查活检标本。此外,这项技术的广泛使用产生了关于癌症特异性基因改变的大量信息。然而,已确定的改变与已证实的对蛋白质功能的影响之间存在显著差距.这里,我们提出了一个生物信息学管道,能够快速分析错义突变对已知致癌蛋白的稳定性和功能的影响。该管道与一个预测器相结合,该预测器汇总了整个管道中使用的不同工具的输出,提供单个概率得分,达到86%以上的平衡精度。该管道采用了虚拟筛选方法,以建议考虑使用FDA/EMA批准的潜在药物进行治疗。我们展示了三个案例研究,以证明该管道的及时实用性。为了促进癌症相关突变的获取和分析,我们把管道打包成一个网络服务器,它可以在https://loschmidt上免费获得。Chemi.Muni.cz/prejectonco/。科学贡献这项工作提出了一种新颖的生物信息学管道,该管道集成了多种计算工具来预测错义突变对肿瘤学感兴趣的蛋白质的影响。管道独特地结合了快速蛋白质建模,稳定性预测,以及虚拟药物筛选的进化分析,同时为精准肿瘤学提供可操作的见解。这种全面的方法通过自动解释突变并建议潜在的治疗方法,超越了现有的工具。从而努力弥合测序数据与临床应用之间的差距。
    Every year, more than 19 million cancer cases are diagnosed, and this number continues to increase annually. Since standard treatment options have varying success rates for different types of cancer, understanding the biology of an individual\'s tumour becomes crucial, especially for cases that are difficult to treat. Personalised high-throughput profiling, using next-generation sequencing, allows for a comprehensive examination of biopsy specimens. Furthermore, the widespread use of this technology has generated a wealth of information on cancer-specific gene alterations. However, there exists a significant gap between identified alterations and their proven impact on protein function. Here, we present a bioinformatics pipeline that enables fast analysis of a missense mutation\'s effect on stability and function in known oncogenic proteins. This pipeline is coupled with a predictor that summarises the outputs of different tools used throughout the pipeline, providing a single probability score, achieving a balanced accuracy above 86%. The pipeline incorporates a virtual screening method to suggest potential FDA/EMA-approved drugs to be considered for treatment. We showcase three case studies to demonstrate the timely utility of this pipeline. To facilitate access and analysis of cancer-related mutations, we have packaged the pipeline as a web server, which is freely available at https://loschmidt.chemi.muni.cz/predictonco/ .Scientific contributionThis work presents a novel bioinformatics pipeline that integrates multiple computational tools to predict the effects of missense mutations on proteins of oncological interest. The pipeline uniquely combines fast protein modelling, stability prediction, and evolutionary analysis with virtual drug screening, while offering actionable insights for precision oncology. This comprehensive approach surpasses existing tools by automating the interpretation of mutations and suggesting potential treatments, thereby striving to bridge the gap between sequencing data and clinical application.
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  • 文章类型: Journal Article
    有机磷酸酯是农业中广泛用于管理害虫的主要农药。它们的毒性归因于它们抑制乙酰胆碱酯酶(AChE)功能的能力,正常神经传递所必需的酶.有机磷酸酯,尤其是毒死蜱,已经成为洋葱害虫综合治理(IPM)的关键组成部分,有效地控制了洋葱theDeliaantiqua,一种严重的洋葱害虫。然而,对使用这种杀虫剂对人类健康和环境的日益关注,迫使人们需要一种替代的有机磷酸酯和一种潜在的微生物制剂来进行生物修复,以减轻有机磷酸酯农药的污染。在本研究中,与其他五种有机磷酸酯杀虫剂一起,phosmet,原磷甲基,异芬phos,碘芬磷和属草磷,使用分子建模和对接技术对D.antiqua的靶蛋白AChE进行筛选。结果表明,碘毒芬磷表现出最佳的相互作用,而基于比较结合能值,属草与AChE的相互作用最低。Further,使用STRING数据库和Cytoscap软件进行的蛋白质-蛋白质相互作用分析显示,AChE与10种不同蛋白质的网络相关联,表明AChE的功能通过与杀虫剂的相互作用而被破坏,可能导致相关蛋白质网络内的破坏。此外,进行了一项计算机模拟研究,以预测两种有机磷酸酯降解酶的结合效率,来自土壤杆菌的有机磷酸水解酶(OpdA)和来自哈茨木霉的哈茨木霉对氧磷酶1样(ThPON1样)蛋白,与选定的杀虫剂。分析揭示了它们降解农药的潜力,在进行繁琐的现场补救之前,提供了一个有希望的替代方案。
    Organophosphates constitute a major class of pesticides widely employed in agriculture to manage insect pests. Their toxicity is attributed to their ability to inhibit the functioning of acetylcholinesterase (AChE), an essential enzyme for normal nerve transmission. Organophosphates, especially chlorpyrifos, have been a key component of the integrated pest management (IPM) in onions, effectively controlling onion maggot Delia antiqua, a severe pest of onions. However, the growing concerns over the use of this insecticide on human health and the environment compelled the need for an alternative organophosphate and a potential microbial agent for bioremediation to mitigate organophosphate pesticide pollution. In the present study, chloropyrifos along with five other organophosphate insecticides, phosmet, primiphos-methyl, isofenphos, iodofenphos and tribuphos, were screened against the target protein AChE of D. antiqua using molecular modeling and docking techniques. The results revealed that iodofenphos showed the best interaction, while tribuphos had the lowest interaction with the AChE based on comparative binding energy values. Further, protein-protein interaction analysis conducted using the STRING database and Cytoscap software revealed that AChE is linked with a network of 10 different proteins, suggesting that the function of AChE is disrupted through interaction with insecticides, potentially leading to disruption within the network of associated proteins. Additionally, an in silico study was conducted to predict the binding efficiency of two organophosphate degrading enzymes, organophosphohydrolase (OpdA) from Agrobacterium radiobacter and Trichoderma harzianum paraoxonase 1 like (ThPON1-like) protein from Trichoderma harzianum, with the selected insecticides. The analysis revealed their potential to degrade the pesticides, offering a promising alternative before going for cumbersome onsite remediation.
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  • 文章类型: Journal Article
    我们先前报道了10-氯-7H-苯并[de]苯并[4,5]咪唑并[2,1-a]异喹啉-7-酮(10-Cl-BBQ)与芳基烃受体(AhR)的相互作用和乳腺癌细胞系中的选择性生长抑制。我们现在报道了在苯基和萘基环上具有取代基的BBQ类似物文库,用于生物筛选。在这里,我们显示,在选择的乳腺癌细胞系MCF-7,T47D中,不存在10-Cl-BBQ的苯基Cl来产生简单的BBQ分子,其GI50值为0.001-2.1μM,ZR-75-1,SKBR3,MDA-MB-468,BT20,BT474细胞,同时在其他细胞系中具有2.1-7μM的适度作用,包括HT29,U87,SJ-G2,A2780,DU145,BE2-C,MIA,MDA-MB-231或正常乳腺细胞,MCF10A(3.2μM)。在三阴性细胞系中观察到BBQ最有效的生长抑制作用,MDA-MB-468,GI50值为0.001μM,呈现比正常MCF10A乳腺细胞大3200倍的反应。Cl的添加,CH3,CN到苯环和从苯并咪唑到二氢喹唑啉的环扩展通过阻断CYP1氧化代谢的潜在位点阻碍了BBQ类似物的生长抑制效力,同时向萘环中添加Cl或NO2恢复了效力。在基于细胞的报道分子测定中,所有类似物诱导1.2至10倍的AhR转录激活。基因表达分析证实了BBQ对CYP1加氧酶的诱导。CYP1抑制剂α-萘黄酮,SULT1A1抑制剂槲皮素显著降低BBQ的生长抑制作用,证实了I期和II期代谢激活对生长抑制的重要性。常规的分子建模/对接显示,活性最高和活性最低的类似物的结合姿势之间没有显着差异。在DSD-PBEP86/Def-TZVPP理论水平上的更详细的DFT分析无法识别出可以解释这种变化的AhR激活的显着几何或电子变化。福井功能的产生在相同的理论水平表明,CYP1代谢将主要发生在类似物的苯基头基,和该环内的取代基导致较低的细胞毒性。
    We previously reported on the interaction of 10-chloro-7H-benzo[de]benzo[4,5]imidazo[2,1-a]isoquinolin-7-one (10-Cl-BBQ) with the Aryl hydrocarbon Receptor (AhR) and selective growth inhibition in breast cancer cell lines. We now report on a library of BBQ analogues with substituents on the phenyl and naphthyl rings for biological screening. Herein, we show that absence of the phenyl Cl of 10-Cl-BBQ to produce the simple BBQ molecule substantially enhanced the growth inhibitory effect with GI50 values of 0.001-2.1 μM in select breast cancer cell lines MCF-7, T47D, ZR-75-1, SKBR3, MDA-MB-468, BT20, BT474 cells, while having modest effects of 2.1-7 μM in other cell lines including HT29, U87, SJ-G2, A2780, DU145, BE2-C, MIA, MDA-MB-231 or normal breast cells, MCF10A (3.2 μM). The most potent growth inhibitory effect of BBQ was observed in the triple negative cell line, MDA-MB-468 with a GI50 value of 0.001 μM, presenting a 3,200-fold greater response than in the normal MCF10A breast cells. Additions of Cl, CH3, CN to the phenyl ring and ring expansion from benzoimidazole to dihydroquinazoline hindered the growth inhibitory potency of the BBQ analogues by blocking potential sites of CYP1 oxidative metabolism, while addition of Cl or NO2 to the naphthyl rings restored potency. In a cell-based reporter assay all analogues induced 1.2 to 10-fold AhR transcription activation. Gene expression analysis confirmed the induction of CYP1 oxygenases by BBQ. The CYP1 inhibitor α-naphthoflavone, and the SULT1A1 inhibitor quercetin significantly reduced the growth inhibitory effect of BBQ, confirming the importance of both phase I and II metabolic activation for growth inhibition. Conventional molecular modelling/docking revealed no significant differences between the binding poses of the most and least active analogues. More detailed DFT analysis at the DSD-PBEP86/Def-TZVPP level of theory could not identify significant geometric or electronic changes which would account for this varied AhR activation. Generation of Fukui functions at the same level of theory showed that CYP1 metabolism will primarily occur at the phenyl head group of the analogues, and substituents within this ring lead to lower cytotoxicity.
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  • 文章类型: Journal Article
    对分子结构的理解在化学教育中至关重要。在过去的十年里,Mahidol大学国际学院为化学实验室入门课程采用了各种教学工具。本文概述了我们从传统工具的进化转变,如塑料和橡皮泥模型,计算机软件的集成,最终扩展到增强现实(AR)和虚拟现实(VR)工具,由洛桑联邦理工学院研究人员开发的MoleculARweb和MolecularWebXR。在本文中,我们在课堂上详细介绍了这些工具的实施情况,并介绍了学生调查的结果。我们的教学重点包括VSEPR,原子轨道,分子轨道,骨架配方,和对映异构体。本文不仅为中学或大学普通化学教育工作者提供了模型,将技术融入课堂,而且还展示了瑞士和泰国研究人员之间的合作努力。
    The comprehension of molecular structure is pivotal in chemistry education. Over the past decade, Mahidol University International College has employed various teaching tools for the introductory chemistry laboratory class. This paper outlines our evolutionary shift from traditional tools, such as plastic and plasticine models, to the integration of computer software, and ultimately to augmented reality (AR) and virtual reality (VR) tools-specifically, MoleculARweb and MolecularWebXR developed by École Polytechnique Fédérale de Lausanne researchers. In this paper, we detail the implementation of these tools in our classes and present the outcomes of student surveys. Our instructional focus encompasses VSEPR, Atomic Orbitals, Molecular Orbitals, Skeletal Formula, and Enantiomers. This paper not only serves as a model for educators in general chemistry at secondary school or university levels to incorporate technology into their classrooms but also showcases a collaborative endeavor between Swiss and Thai researchers.
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  • 文章类型: Journal Article
    这项研究介绍了(S)-Opto-prop-2,这是一种第二代光开关配体,旨在精确调节β2-肾上腺素受体(β2AR)。通过将偶氮苯部分与普萘洛尔结合合成,(S)-Opto-prop-2表现出高的PSScis(顺式异构体的光稳定状态)百分比(〜90%)和有利的半衰期(>10天),促进不同的生物测定测量。体外,顺式异构体显示出比反式异构体高得多的β2AR结合亲和力(1000倍),使(S)-Opto-prop-2成为迄今为止报道的最佳光可切换GPCR(G蛋白偶联受体)配体之一。在与普萘洛尔结合的β2AR的X射线结构中(S)-Opto-prop-2的分子对接,然后进行定点诱变研究,将D1133.32、N3127.39和F2896.51鉴定为在分子水平上有助于配体-受体相互作用的关键残基。使用兔高眼压模型评估体内功效,揭示了顺式异构体模仿普萘洛尔在降低眼内压方面的作用,而反式异构体是无活性的。在两种不同的cAMP生物测定中并使用活细胞共聚焦成像证明了(S)-Opto-prop-2对β2AR的动态光学调制,使用新的光药理学工具指示β2AR活性的可逆和动态控制。总之,(S)-Opto-prop-2作为一种有前途的光可转换配体出现,用于对光进行精确和可逆的β2AR调制。新工具显示出优越的顺式结合亲和力,据报道,两种构型之间亲和力的最大差异(1000倍)之一,体内功效,和动态调制。这项研究为不断发展的光药理学领域提供了宝贵的见解,为β2AR相关病理的靶向治疗提供了潜在的途径。
    This study introduces (S)-Opto-prop-2, a second-generation photoswitchable ligand designed for precise modulation of β2-adrenoceptor (β2AR). Synthesised by incorporating an azobenzene moiety with propranolol, (S)-Opto-prop-2 exhibited a high PSScis (photostationary state for cis isomer) percentage (∼90 %) and a favourable half-life (>10 days), facilitating diverse bioassay measurements. In vitro, the cis-isomer displayed substantially higher β2AR binding affinity than the trans-isomer (1000-fold), making (S)-Opto-prop-2 one of the best photoswitchable GPCR (G protein-coupled receptor) ligands reported so far. Molecular docking of (S)-Opto-prop-2 in the X-ray structure of propranolol-bound β2AR followed by site-directed mutagenesis studies, identified D1133.32, N3127.39 and F2896.51 as crucial residues that contribute to ligand-receptor interactions at the molecular level. In vivo efficacy was assessed using a rabbit ocular hypertension model, revealing that the cis isomer mimicked propranolol\'s effects in reducing intraocular pressure, while the trans isomer was inactive. Dynamic optical modulation of β2AR by (S)-Opto-prop-2 was demonstrated in two different cAMP bioassays and using live-cell confocal imaging, indicating reversible and dynamic control of β2AR activity using the new photopharmacology tool. In conclusion, (S)-Opto-prop-2 emerges as a promising photoswitchable ligand for precise and reversible β2AR modulation with light. The new tool shows superior cis-on binding affinity, one of the largest reported differences in affinity (1000-fold) between its two configurations, in vivo efficacy, and dynamic modulation. This study contributes valuable insights into the evolving field of photopharmacology, offering a potential avenue for targeted therapy in β2AR-associated pathologies.
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  • 文章类型: Journal Article
    背景:HIV-1产生Tat,转录的关键蛋白质,病毒复制,和中枢神经系统神经毒性。Tat与TAR互动,增强HIV逆转录。亚型CTat变体(C31S,R57S,与B亚型相比,Q63E)与降低的反式激活和神经毒力有关。它们对Tat-TAR结合的确切影响尚不清楚。本研究调查了这些替代如何影响Tat-TAR相互作用。
    方法:我们利用分子建模技术,包括Modeller,以产生HIV-1Tat蛋白变体的精确三维结构。我们使用Tat亚型B作为参考或野生型,并产生Tat变体以反映在Tat亚型C中发现的那些氨基酸变体。亚型C特异性氨基酸取代是基于它们在HIV-1的神经发病机理中的作用而选择的。随后,我们使用HDOCK将每个Tat蛋白变体与TAR进行分子对接,其次是分子动力学模拟。
    结果:分子对接结果表明,Tat亚型B(TatWt)对TAR元件的亲和力最高(-262.07),其次是TatC31S(-261.61),TatQ63E(-256.43),TatC31S/R57S/Q63E(-238.92),和TatR57S(-222.24)。然而,结合自由能分析显示,与TatWt(-247.9±27.7kcal/mol)相比,单个变体TatQ63E(-349.2±10.4kcal/mol)和TatR57S(-290.0±9.6kcal/mol)的亲和力更高,而TatC31S和TatC31S/R57SQ/63E显示较低的值。与TatWt相比,TatQ63E和TatR57S在蛋白质轨迹上的相互作用也更高。TatC31S,和TatC31S/R57SQ/63E,这表明修饰富含精氨酸/谷氨酰胺的区域内的氨基酸显着影响TAR相互作用。单氨基酸突变TatR57S和TatQ63E有显著影响,而TatC31S影响最小。将单个氨基酸变体从TatWt引入更具代表性的Tat亚型C(TatC31S/R57SQ/63E)导致较低的预测结合亲和力,与以前的发现一致。
    结论:这些确定的氨基酸位置可能对Tat-TAR相互作用以及B亚型和C亚型之间观察到的差异发病机制和神经发病机制有重要贡献。其他实验研究应优先探索这些氨基酸特征对TAR结合的影响,以全面了解它们对病毒反式激活的影响。可能将它们确定为治疗靶标。
    BACKGROUND: HIV-1 produces Tat, a crucial protein for transcription, viral replication, and CNS neurotoxicity. Tat interacts with TAR, enhancing HIV reverse transcription. Subtype C Tat variants (C31S, R57S, Q63E) are associated with reduced transactivation and neurovirulence compared to subtype B. However, their precise impact on Tat-TAR binding is unclear. This study investigates how these substitutions affect Tat-TAR interaction.
    METHODS: We utilized molecular modelling techniques, including MODELLER, to produce precise three-dimensional structures of HIV-1 Tat protein variants. We utilized Tat subtype B as the reference or wild type, and generated Tat variants to mirror those amino acid variants found in Tat subtype C. Subtype C-specific amino acid substitutions were selected based on their role in the neuropathogenesis of HIV-1. Subsequently, we conducted molecular docking of each Tat protein variant to TAR using HDOCK, followed by molecular dynamic simulations.
    RESULTS: Molecular docking results indicated that Tat subtype B (TatWt) showed the highest affinity for the TAR element (-262.07), followed by TatC31S (-261.61), TatQ63E (-256.43), TatC31S/R57S/Q63E (-238.92), and TatR57S (-222.24). However, binding free energy analysis showed higher affinities for single variants TatQ63E (-349.2 ± 10.4 kcal/mol) and TatR57S (-290.0 ± 9.6 kcal/mol) compared to TatWt (-247.9 ± 27.7 kcal/mol), while TatC31S and TatC31S/R57SQ/63E showed lower values. Interactions over the protein trajectory were also higher for TatQ63E and TatR57S compared to TatWt, TatC31S, and TatC31S/R57SQ/63E, suggesting that modifying amino acids within the Arginine/Glutamine-rich region notably affects TAR interaction. Single amino acid mutations TatR57S and TatQ63E had a significant impact, while TatC31S had minimal effect. Introducing single amino acid variants from TatWt to a more representative Tat subtype C (TatC31S/R57SQ/63E) resulted in lower predicted binding affinity, consistent with previous findings.
    CONCLUSIONS: These identified amino acid positions likely contribute significantly to Tat-TAR interaction and the differential pathogenesis and neuropathogenesis observed between subtype B and subtype C. Additional experimental investigations should prioritize exploring the influence of these amino acid signatures on TAR binding to gain a comprehensive understanding of their impact on viral transactivation, potentially identifying them as therapeutic targets.
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  • 文章类型: Journal Article
    占用前列腺癌(PCa)细胞雄激素受体(AR)信号增殖,因此睾酮生物合成抑制剂和AR拮抗剂是重要的PCa治疗方法。相反,雄激素模仿(例如,泼尼松)用于PCa的管理可能会引起增殖。PCa增殖和抑制之间的平衡预测治疗成功。我们在硅分子建模中探索AR之间的相互作用,雄激素(睾酮,双氢睾酮(DHT))和用于治疗(比卡鲁胺)和管理(地塞米松,泼尼松,氢化可的松)PCa。我们发现睾酮之间的氢键,DHT与Arg752、Asn705和Thr877跟随配体结合裂隙疏水相互作用信号增殖,而比卡鲁胺拮抗作用是通过Phe764相互作用。氢化可的松,在没有水分子的情况下,地塞米松和泼尼松H键Asn705和Thr877,而不是Arg752。比卡鲁胺激动剂AR突变的研究显示不同的氨基酸相互作用,表明睾酮和DHT不能像通过天然受体那样有效地促进增殖。然而,氢化可的松和比卡鲁胺形成Arg752和Asn705的H-键,表明激动作用。我们的结果表明,随着PCa的进展,所产生的突变将改变对雄激素及其药物模拟物的增殖反应。这对前列腺癌的治疗有影响。
    Occupancy of prostate cancer (PCa) cell androgen receptors (AR) signals proliferation, therefore testosterone biosynthesis inhibitors and AR antagonists are important PCa treatments. Conversely, androgen mimics (e.g., prednisone) used in management of PCa might cause proliferation. The balance between PCa proliferation and inhibition predicts treatment success. We used in silico molecular modelling to explore interactions between ARs, androgens (testosterone, dihydrotestosterone (DHT)) and drugs used to treat (bicalutamide) and manage (dexamethasone, prednisone, hydrocortisone) PCa. We found that hydrogen (H-) bonds between testosterone, DHT and Arg752, Asn705 and Thr877 followed by ligand binding cleft hydrophobic interactions signal proliferation, whereas bicalutamide antagonism is via Phe764 interactions. Hydrocortisone, dexamethasone and prednisone H-bond Asn705 and Thr877, but not Arg752 in the absence of a water molecule. Studies with a bicalutamide agonist AR mutation showed different amino acid interactions, indicating testosterone and DHT would not promote proliferation as effectively as via the native receptor. However, hydrocortisone and bicalutamide form Arg752 and Asn705 H-bonds indicating agonism. Our results suggest that as PCa progresses the resulting mutations will change the proliferative response to androgens and their drug mimics, which have implications for the treatment of prostate cancer.
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  • 文章类型: Journal Article
    基于肽的自组装已被用于产生宽范围的纳米结构。虽然这些系统中的大多数涉及α-肽的自组装,最近,β-肽也被证明经历超分子自组装,并已用于生产用于组织工程的材料,细胞培养和药物递送。为了设计具有特定结构和功能的新材料,理论分子模型可以为驱动自组装的非共价相互作用的集体平衡提供重要的见解,并确定在不同条件下所得超分子材料的结构。然而,这种方法直到最近才对基于肽的自组装纳米材料变得可行,特别是那些掺入非α-氨基酸的。这个观点提供了与β-肽的自组装的计算建模相关的挑战的概述,以及使用实验和计算技术的组合来提供对这些新的生物相容性材料的自组装机制和完全原子模型的见解的最近成功。
    Peptide-based self-assembly has been used to produce a wide range of nanostructures. While most of these systems involve self-assembly of α-peptides, more recently β-peptides have also been shown to undergo supramolecular self-assembly, and have been used to produce materials for applications in tissue engineering, cell culture and drug delivery. In order to engineer new materials with specific structure and function, theoretical molecular modelling can provide significant insights into the collective balance of non-covalent interactions that drive the self-assembly and determine the structure of the resultant supramolecular materials under different conditions. However, this approach has only recently become feasible for peptide-based self-assembled nanomaterials, particularly those that incorporate non α-amino acids. This perspective provides an overview of the challenges associated with computational modelling of the self-assembly of β-peptides and the recent success using a combination of experimental and computational techniques to provide insights into the self-assembly mechanisms and fully atomistic models of these new biocompatible materials.
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  • 文章类型: Journal Article
    严重急性呼吸综合征冠状病毒2(SARS-CoV-2)基因组编码29种蛋白质,包括4种结构,16个非结构(NSPS),和9种辅助蛋白(https://epimedlab.org/sars-cov-2-proteome/)。这些蛋白质中的许多含有开发抗病毒剂的潜在可靶向位点。尽管疫苗的广泛使用,变异的出现需要研究新的治疗方法和抗病毒药物。这里,EpiMedCoronabank化学收藏(https://epimedlab.org/crl/)用于研究针对nsp14外切核糖核酸酶(ExoN)域的潜在抗病毒药物。进行分子对接以评估我们的化学文库针对nspl4ExoN位点的结合特性。基于初始屏幕,Trisjuglone,ararobinol,corilagin,和萘荧光素被确定为潜在的先导化合物。随后进行了分子动力学(MD)模拟,结果突出了nsp14ExoN位点中先导化合物的稳定性。蛋白质-RNA对接揭示了先导化合物在与ExoN位点结合时破坏与RNA相互作用的潜力。此外,金丝桃素,花青素-3-O-葡萄糖苷,和芦丁先前被鉴定为靶向木瓜蛋白酶样蛋白酶(PLpro)萘结合位点的先导化合物。通过进行MD模拟,进一步检查了先导化合物与PLpro的稳定性和相互作用。总的来说,鉴于nsp14的核酸外切酶活性在确保病毒保真度方面的关键作用以及PLpro在病毒病理学和复制中的多功能作用,这些nsps是抗病毒药物开发的重要靶点。我们的数据库可用于计算机模拟研究,比如在这里表演的,这种方法可以应用于其他潜在的药物SARS-CoV-2蛋白靶标。
    The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genome encodes 29 proteins including four structural, 16 nonstructural (nsps), and nine accessory proteins (https://epimedlab.org/sars-cov-2-proteome/). Many of these proteins contain potential targetable sites for the development of antivirals. Despite the widespread use of vaccinations, the emergence of variants necessitates the investigation of new therapeutics and antivirals. Here, the EpiMed Coronabank Chemical Collection (https://epimedlab.org/crl/) was utilized to investigate potential antivirals against the nsp14 exoribonuclease (ExoN) domain. Molecular docking was performed to evaluate the binding characteristics of our chemical library against the nsp14 ExoN site. Based on the initial screen, trisjuglone, ararobinol, corilagin, and naphthofluorescein were identified as potential lead compounds. Molecular dynamics (MD) simulations were subsequently performed, with the results highlighting the stability of the lead compounds in the nsp14 ExoN site. Protein-RNA docking revealed the potential for the lead compounds to disrupt the interaction with RNA when bound to the ExoN site. Moreover, hypericin, cyanidin-3-O-glucoside, and rutin were previously identified as lead compounds targeting the papain-like protease (PLpro) naphthalene binding site. Through performing MD simulations, the stability and interactions of lead compounds with PLpro were further examined. Overall, given the critical role of the exonuclease activity of nsp14 in ensuring viral fidelity and the multifunctional role of PLpro in viral pathobiology and replication, these nsps represent important targets for antiviral drug development. Our databases can be utilized for in silico studies, such as the ones performed here, and this approach can be applied to other potentially druggable SARS-CoV-2 protein targets.
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