DOPE, Discrete optimized protein energy

DOPE,离散优化蛋白质能量
  • 文章类型: Journal Article
    计算机辅助方法的使用继续推动各种疾病模型加速药物发现,有趣的是,允许特异性抑制致病靶标。氯化物细胞内通道蛋白4(CLIC4)是一类与肿瘤和血管生物学密切相关的新型细胞内离子通道。它调节细胞增殖,细胞凋亡和血管生成;并参与多种病理信号通路。然而,缺乏特异性抑制剂阻碍了其向转化研究的发展。这里,我们整合了结构生物信息学和实验研究方法,以发现和验证CLIC4的小分子抑制剂.通过高性能计算驱动的盲对接方法,从1615个食品和药物管理局(FDA)批准的药物库中鉴定出高亲和力变构结合剂,导致选择两性霉素B和雷帕霉素。NMR测定证实了两种药物的结合和构象破坏作用,同时它们还逆转了应激诱导的CLIC4的膜易位并抑制了内皮细胞迁移。结构和动力学模拟研究进一步表明,这些化合物的抑制机制取决于催化谷胱甘肽(GSH)样位点环和延伸的催化β环的变构调节,这可能引起对CLIC4催化活性的干扰。来自本研究的基于结构的见解为CLIC4的选择性靶向治疗相关病理提供了基础。
    The use of computer-aided methods have continued to propel accelerated drug discovery across various disease models, interestingly allowing the specific inhibition of pathogenic targets. Chloride Intracellular Channel Protein 4 (CLIC4) is a novel class of intracellular ion channel highly implicated in tumor and vascular biology. It regulates cell proliferation, apoptosis and angiogenesis; and is involved in multiple pathologic signaling pathways. Absence of specific inhibitors however impedes its advancement to translational research. Here, we integrate structural bioinformatics and experimental research approaches for the discovery and validation of small-molecule inhibitors of CLIC4. High-affinity allosteric binders were identified from a library of 1615 Food and Drug Administration (FDA)-approved drugs via a high-performance computing-powered blind-docking approach, resulting in the selection of amphotericin B and rapamycin. NMR assays confirmed the binding and conformational disruptive effects of both drugs while they also reversed stress-induced membrane translocation of CLIC4 and inhibited endothelial cell migration. Structural and dynamics simulation studies further revealed that the inhibitory mechanisms of these compounds were hinged on the allosteric modulation of the catalytic glutathione (GSH)-like site loop and the extended catalytic β loop which may elicit interference with the catalytic activities of CLIC4. Structure-based insights from this study provide the basis for the selective targeting of CLIC4 to treat the associated pathologies.
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  • 文章类型: Journal Article
    考虑到组成蛋白的序列差异,同源和功能等效的多蛋白组装体的进化很有趣。这里,我们研究了蛋白质序列差异对结构的影响,同源酵母和人SF3b剪接体亚复合物的动力学和功能。人和酵母SF3b分别包含7和6种蛋白质,与所有与人类同源的酵母蛋白具有中等序列同一性。SF3b6,人类SF3b中的附加成分,与SF3b1的N端延伸相互作用,而酵母同源物Hsh155缺乏等效区域。通过详细的同源性研究,我们表明,SF3b6不仅在酵母中,而且在真核生物的多个谱系中都不存在,这意味着它在特定生物中至关重要。我们通过结构和柔性分析探讨了SF3b6在剪接体组装形式中的潜在作用。通过分析从SF3b1的各向异性网络模型得出的正常模式,我们证明了当SF3b1绑定到SF3b6时,与Hsh155的残差运动(0.86)和残差间相关运动(0.94)的幅度的相似性显着高于SF3b1时单独考虑(分别为0.21和0.89)。我们观察到SF3b6通过增强协调的残基运动来促进SF3b1功能相关的“开放到封闭”过渡。发现这种运动发生在没有SF3b6的Hsh155中。SF3b6的存在会影响与U2snRNA/分支点双链体相互作用的16个残基的运动,并支持其界面残基参与SF3b1的远程通信。这些结果表明,SF3b6可能充当SF3b1的变构调节因子,用于BPS选择,并可能在选择性剪接中发挥作用。此外,我们观察到SF3b4的相对方向和SF3b3的三个β-螺旋桨结构域的局部结构相对于酵母对应物的变异性。这种差异影响这两种生物体之间SF3b的蛋白质间相互作用。一起,我们的发现突出了SF3b进化的特征,并表明人类SF3b可能已经进化出复杂的机制来微调其分子功能。
    The evolution of homologous and functionally equivalent multiprotein assemblies is intriguing considering sequence divergence of constituent proteins. Here, we studied the implications of protein sequence divergence on the structure, dynamics and function of homologous yeast and human SF3b spliceosomal subcomplexes. Human and yeast SF3b comprise of 7 and 6 proteins respectively, with all yeast proteins homologous to their human counterparts at moderate sequence identity. SF3b6, an additional component in the human SF3b, interacts with the N-terminal extension of SF3b1 while the yeast homologue Hsh155 lacks the equivalent region. Through detailed homology studies, we show that SF3b6 is absent not only in yeast but in multiple lineages of eukaryotes implying that it is critical in specific organisms. We probed for the potential role of SF3b6 in the spliceosome assembled form through structural and flexibility analyses. By analysing normal modes derived from anisotropic network models of SF3b1, we demonstrate that when SF3b1 is bound to SF3b6, similarities in the magnitude of residue motions (0.86) and inter-residue correlated motions (0.94) with Hsh155 are significantly higher than when SF3b1 is considered in isolation (0.21 and 0.89 respectively). We observed that SF3b6 promotes functionally relevant \'open-to-close\' transition in SF3b1 by enhancing concerted residue motions. Such motions are found to occur in the Hsh155 without SF3b6. The presence of SF3b6 influences motions of 16 residues that interact with U2 snRNA/branchpoint duplex and supports the participation of its interface residues in long-range communication in the SF3b1. These results advocate that SF3b6 potentially acts as an allosteric regulator of SF3b1 for BPS selection and might play a role in alternative splicing. Furthermore, we observe variability in the relative orientation of SF3b4 and in the local structure of three β-propeller domains of SF3b3 with reference to their yeast counterparts. Such differences influence the inter-protein interactions of SF3b between these two organisms. Together, our findings highlight features of SF3b evolution and suggests that the human SF3b may have evolved sophisticated mechanisms to fine tune its molecular function.
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  • 文章类型: Journal Article
    人类严重急性呼吸道综合症冠状病毒2(SARS-CoV-2)感染的高死亡率以及缺乏有效的治疗方案,因此需要鉴定新的抗病毒药物。SARS-CoV-2依赖于非结构蛋白,例如Nsp13解旋酶和nsp14,它们是复制-转录复合物(RTC)的关键成分,以完成其感染生命周期。因此,用小分子靶向这些必需的病毒蛋白将最有可能阻止疾病的发病机理。这些蛋白质的实验结构的缺乏阻碍了其特异性抑制剂的基于结构的鉴定过程。在本研究中,使用比较同源性建模方法阐明了SARS-CoV-2nsp13解旋酶和nsp14蛋白的计算机模型。使用各种参数,如Ramachandran图,验证3D评分,ERRAT评分,基于知识的能量和Z分数。计算机模拟模型进一步用于食品和药物管理局(FDA)批准的抗病毒药物的虚拟筛选。Simeprevir(SMV),与对照抑制剂相比,Paritaprevir(PTV)和Grazoprevir(GZR)是鉴定出的常见前导,它们对nsp13解旋酶和nsp14均显示出更高的结合亲和力,因此,它们可能是潜在的双靶点抑制剂。引线还建立了氢键和疏水相互作用的网络,其与衬在活性位点袋上的关键残基。目前的发现表明,在通过体外和体内研究验证了计算机模拟结果后,这些FDA批准的抗病毒药物可以针对SARS-CoV-2感染进行再利用。
    The high mortality rate from the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infections in humans and the lack of effective therapeutic regime for its treatment necessitates the identification of new antivirals. SARS-CoV-2 relies on non-structural proteins such as Nsp13 helicase and nsp14 which are the key components of the replication-transcription complex (RTC) to complete its infectious life cycle. Therefore, targeting these essential viral proteins with small molecules will most likely to halt the disease pathogenesis. The lack of experimental structures of these proteins deters the process of structure-based identification of their specific inhibitors. In the present study, the in silico models of SARS-CoV-2 nsp13 helicase and nsp14 protein were elucidated using a comparative homology modelling approach. These in silico model structures were validated using various parameters such as Ramachandran plot, Verify 3D score, ERRAT score, knowledge-based energy and Z-score. The in silico models were further used for virtual screening of the Food and Drug Administration (FDA) approved antiviral drugs. Simeprevir (SMV), Paritaprevir (PTV) and Grazoprevir (GZR) were the common leads identified which show higher binding affinity to both nsp13 helicase and nsp14 as compared to the control inhibitors and therefore, they might be potential dual-target inhibitors. The leads also establish a network of hydrogen bonds and hydrophobic interactions with the key residues lining the active site pockets. The present findings suggest that these FDA approved antiviral drugs can be subjected to repurposing against SARS-CoV-2 infection after verifying the in silico results through in vitro and in vivo studies.
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  • 文章类型: Journal Article
    5-羟基Triptamine2A拮抗剂是治疗各种脑血管和心血管疾病的潜在靶标。在这项研究中,我们在与已知拮抗剂的相似性的基础上,开发并进行了筛选ZINC数据库化合物的独特筛选流程,以确定5-羟基Triptamine2A的新型小分子拮抗剂.筛选管道基于2D相似性,3D相异性和2D/3D相似性的组合。入围的化合物被对接到基于5-羟基Triptamine2A同源性的模型,选择具有低结合能的复合物(287个复合物)用于脂质双层中的分子动力学(MD)模拟。与5-羟基Triptamine2A配合物的入围化合物的MD模拟证实了配合物的稳定性,并揭示了新的相互作用见解。受体残基S239、N343、S242、S159、Y370和D155主要参与氢键键合。在F339、F340、F234、W151和W336中观察到π-π堆叠,而在V156、F339、F234、V362、V366、F340、V235、I152和W151中观察到疏水相互作用。我们入围的已知和潜在拮抗剂具有相似的重叠分子相互作用模式。287种潜在的5-羟基雷公藤甲胺2A拮抗剂可以通过实验验证。
    5-HydroxyTriptamine 2A antagonists are potential targets for treatment of various cerebrovascular and cardiovascular disorders. In this study, we have developed and performed a unique screening pipeline for filtering ZINC database compounds on the basis of similarities to known antagonists to determine novel small molecule antagonists of 5-HydroxyTriptamine 2A. The screening pipeline is based on 2D similarity, 3D dissimilarity and a combination of 2D/3D similarity. The shortlisted compounds were docked to a 5-HydroxyTriptamine 2A homology-based model, and complexes with low binding energies (287 complexes) were selected for molecular dynamics (MD) simulations in a lipid bilayer. The MD simulations of the shortlisted compounds in complex with 5-HydroxyTriptamine 2A confirmed the stability of the complexes and revealed novel interaction insights. The receptor residues S239, N343, S242, S159, Y370 and D155 predominantly participate in hydrogen bonding. π-π stacking is observed in F339, F340, F234, W151 and W336, whereas hydrophobic interactions are observed amongst V156, F339, F234, V362, V366, F340, V235, I152 and W151. The known and potential antagonists shortlisted by us have similar overlapping molecular interaction patterns. The 287 potential 5-HydroxyTriptamine 2A antagonists may be experimentally verified.
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  • 文章类型: Journal Article
    使用来自X射线分析的hCx26的结构来生成hCx46的同源性模型。使用相互作用的连接蛋白分子作为使用NAMD进行分子动力学(MD)模拟的起始模型,并使我们能够预测hCx46wt和白内障相关突变体hCx46N188T以及两个人工突变体hCx46N188Q和hCx46N188D的动态行为。在50ns的模拟时间内,由突变体组成的对接复合物解离,而hCx46wt保持稳定。数据表明,一个hCx46分子与相对连接子的对应连接蛋白形成5-7个氢键(HBs)。如整个间隙连接通道的模拟所示,这些HBs似乎对于连接子的稳定对接至关重要,并且对于所有测试的突变体都丢失了。此处描述的数据与题为“人间隙连接蛋白46(hCx46)中的白内障相关突变N188T揭示了残基N188在间隙连接通道对接过程中的关键作用”的研究文章有关(Schadzek等人。,2015)[1]。
    The structure of hCx26 derived from the X-ray analysis was used to generate a homology model for hCx46. Interacting connexin molecules were used as starting model for the molecular dynamics (MD) simulation using NAMD and allowed us to predict the dynamic behavior of hCx46wt and the cataract related mutant hCx46N188T as well as two artificial mutants hCx46N188Q and hCx46N188D. Within the 50 ns simulation time the docked complex composed of the mutants dissociate while hCx46wt remains stable. The data indicates that one hCx46 molecule forms 5-7 hydrogen bonds (HBs) with the counterpart connexin of the opposing connexon. These HBs appear essential for a stable docking of the connexons as shown by the simulation of an entire gap junction channel and were lost for all the tested mutants. The data described here are related to the research article entitled \"The cataract related mutation N188T in human connexin46 (hCx46) revealed a critical role for residue N188 in the docking process of gap junction channels\" (Schadzek et al., 2015) [1].
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