MM/PBSA

MM / PBSA
  • 文章类型: Journal Article
    癌症严重威胁着人类的生命和社会发展,运用科学的方法进行癌症的预防和控制是十分必要的。在这项研究中,HQSAR,CoMFA,CoMSIA和TopomerCoMFA方法用于建立65种咪唑并[4,5-b]吡啶衍生物的模型,以探索其抗癌活性与分子构象之间的定量构效关系。结果表明,HQSAR的交叉验证系数q2,CoMFA,CoMSIA和TopomerCoMFA分别为0.892、0.866、0.877和0.905。非交叉验证系数r2分别为0.948、0.983、0.995和0.971。外部验证的复相关系数r2pred分别为0.814、0.829、0.758和0.855。PLS分析验证了QSAR模型具有最高的预测能力和稳定性。根据这些统计数据,通过Topomer搜索技术使用ZINC数据库进行基于R组的虚拟筛查。最后,用筛选的新片段设计了10个具有较高活性的新化合物。为了探索配体与蛋白质受体之间的结合模式和作用靶点,这些新设计的化合物通过分子对接技术与大分子蛋白(PDBID:1MQ4)缀合。此外,为了研究新设计的化合物在动态状态下的性质和蛋白质-配体复合物的稳定性,对与1MQ4蛋白酶结构对接的N3,N4,N5和N7进行了50ns的分子动力学模拟。计算自由能景观以搜索最稳定的构象。这些结果证明了新设计的化合物的有效性和稳定性。最后,ADMET用于预测所设计的10种药物分子的药理学和毒性。
    Cancer is a serious threat to human life and social development and the use of scientific methods for cancer prevention and control is necessary. In this study, HQSAR, CoMFA, CoMSIA and TopomerCoMFA methods are used to establish models of 65 imidazo[4,5-b]pyridine derivatives to explore the quantitative structure-activity relationship between their anticancer activities and molecular conformations. The results show that the cross-validation coefficients q2 of HQSAR, CoMFA, CoMSIA and TopomerCoMFA are 0.892, 0.866, 0.877 and 0.905, respectively. The non-cross-validation coefficients r2 are 0.948, 0.983, 0.995 and 0.971, respectively. The externally validated complex correlation coefficients r2pred of external validation are 0.814, 0.829, 0.758 and 0.855, respectively. The PLS analysis verifies that the QSAR models have the highest prediction ability and stability. Based on these statistics, virtual screening based on R group is performed using the ZINC database by the Topomer search technology. Finally, 10 new compounds with higher activity are designed with the screened new fragments. In order to explore the binding modes and targets between ligands and protein receptors, these newly designed compounds are conjugated with macromolecular protein (PDB ID: 1MQ4) by molecular docking technology. Furthermore, to study the nature of the newly designed compound in dynamic states and the stability of the protein-ligand complex, molecular dynamics simulation is carried out for N3, N4, N5 and N7 docked with 1MQ4 protease structure for 50 ns. A free energy landscape is computed to search for the most stable conformation. These results prove the efficient and stability of the newly designed compounds. Finally, ADMET is used to predict the pharmacology and toxicity of the 10 designed drug molecules.
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  • 文章类型: Journal Article
    狼疮性肾炎(LN)是一种影响肾脏的自身免疫性疾病,和常规药物研究由于其不精确和复杂的发病机制而存在局限性。因此,这项研究的目的是设计一种新型的狼疮性肾炎靶向药物,具有良好的临床疗效,通过计算机辅助方法实现高效能和选择性。NIK属于丝氨酸/苏氨酸蛋白激酶,作为狼疮性肾炎的药物靶点正在引起人们的注意。我们使用了生物信息学,同源性建模和序列比较分析,小分子从头设计,ADMET分析,分子对接,分子动力学模拟,和MM/PBSA分析设计并探索新型狼疮性肾炎靶向药物的选择性和有效性,克莱姆尼布,和经典的NIK抑制剂,NIKSMI1。我们使用生物信息学技术来确定狼疮性肾炎与NF-κB信号通路之间的相关性。从头药物设计用于创建NIK靶向抑制剂,克莱姆尼布,毒性较低,之后,我们使用分子动力学模拟NIKSMI1对抗ClImYnib,模拟结果表明ClImYnib具有较好的选择性和效率。我们的研究深入到蛋白质配体的分子机制,我们使用多种计算模拟方法设计并验证了一种优秀的NIK抑制剂。更重要的是,它提供了一种设计小分子目标的思路。由RamaswamyH.Sarma沟通。
    Lupus Nephritis (LN) is an autoimmune disease affecting the kidneys, and conventional drug studies have limitations due to its imprecise and complex pathogenesis. Therefore, the aim of this study was to design a novel Lupus Nephritis-targeted drug with good clinical due potential, high potency and selectivity by computer-assisted approach.NIK belongs to the serine/threonine protein kinase, which is gaining attention as a drug target for Lupus Nephritis. we used bioinformatics, homology modelling and sequence comparison analysis, small molecule ab initio design, ADMET analysis, molecular docking, molecular dynamics simulation, and MM/PBSA analysis to design and explore the selectivity and efficiency of a novel Lupus Nephritis-targeting drug, ClImYnib, and a classical NIK inhibitor, NIK SMI1. We used bioinformatics techniques to determine the correlation between lupus nephritis and the NF-κB signaling pathway. De novo drugs design was used to create a NIK-targeted inhibitor, ClImYnib, with lower toxicity, after which we used molecular dynamics to simulate NIK SMI1 against ClImYnib, and the simulation results showed that ClImYnib had better selectivity and efficiency. Our research delves into the molecular mechanism of protein ligands, and we have designed and validated an excellent NIK inhibitor using multiple computational simulation methods. More importantly, it provides an idea of target designing small molecules.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    抑制Polycomb抑制复合物2(PRC2)中的胚胎外胚层发育(EED)亚基可以抑制肿瘤生长。在本文中,我们选择了六种实验性设计的三唑并嘧啶衍生物类的EED竞争性抑制剂。我们研究了天然底物与抑制剂的结合模式的差异以及母体核差异的影响,头,和抑制能力上的抑制剂的尾巴。结果表明,与天然底物相比,该类抑制剂的结合自由能接近或更低,为竞争性抑制提供了有力的基础。对于抑制剂,在母核的6位或头部的8位存在一个强的带负电荷的基团会使头部的imino基团上的氢原子容易翻转,导致母核的垂直运动,显著降低了抑制能力。当母核的6位为非极性基团时,父核将水平移动,抑制能力略有下降。当头部的8'位置是亚甲基时,它与尾部的苯环形成了分子内疏水相互作用,导致抑制能力显著增加。
    Inhibition of the Embryonic Ectoderm Development (EED) subunit in Polycomb Repressive Complex 2 (PRC2) can inhibit tumor growth. In this paper, we selected six experimentally designed EED competitive Inhibitors of the triazolopyrimidine derivatives class. We investigated the difference in the binding mode of the natural substrate to the Inhibitors and the effects of differences in the parent nuclei, heads, and tails of the Inhibitors on the inhibitory capacity. The results showed that the binding free energy of this class of Inhibitors was close to or lower compared to the natural substrate, providing an energetic basis for competitive inhibition. For the Inhibitors, the presence of a strong negatively charged group at the 6-position of the parent nucleus or the 8\'-position of the head would make the hydrogen atom on the head imino group prone to flip, resulting in the vertical movement of the parent nucleus, which significantly decreased the inhibitory ability. When the 6-position of the parent nucleus was a nonpolar group, the parent nucleus would move horizontally, slightly decreasing the inhibitory ability. When the 8\'-position of the head was methylene, it formed an intramolecular hydrophobic interaction with the benzene ring on the tail, resulting in a significant increase in inhibition ability.
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  • 文章类型: Journal Article
    富含亮氨酸的含重复序列蛋白8A(LRRC8A)蛋白是体积调节阴离子通道的关键成员。它在调节细胞体积中起关键作用,并参与骨关节炎等疾病的发展。筛选先导化合物以调节其功能可以提供相关疾病的潜在治疗。这里,我们采用虚拟筛选技术和分子动力学(MD)模拟来筛选LRRC8A的潜在抑制剂.LRRC8A被认为是通过分子对接从ZINC15数据库中研究潜在化合物的药物靶标。最终化合物在前10名AutodockVina评分(-8.8Kcal/mol)中选择,在可成药性预测后使用ZINCIDZINC000018195627。对虚拟筛选的对接复合物进行MD模拟,分析LRRC8A蛋白-配体复合物的稳定性,参数包括均方根偏差,均方根波动和回转半径。进一步采用分子力学/泊松-玻尔兹曼表面积(MM/PBSA)方法从MD模拟轨迹预测结合自由能。我们的研究为调节LRRC8A的潜在化合物提供了深刻的分析,并为抗骨关节炎的治疗发展奠定了基础。由RamaswamyH.Sarma沟通。
    Leucine-rich repeat-containing protein 8 A (LRRC8A) protein is a critical member of volume-regulated anion channels. It plays a critical roles in the regulation of cellular volume and involves in the development of diseases like osteoarthritis. Screening of lead compounds to modulate its function may provide potential therapeutics of related diseases. Here, we employ virtual screening techniques and molecular dynamics (MD) simulation to screen potential inhibitors against LRRC8A. LRRC8A was regarded as the drug target to investigate potential compounds from the ZINC15 database via molecular docking. The final compound was selected among the top 10 Autodock Vina score (-8.8 Kcal/mol) with the ZINC ID ZINC000018195627 after druggability prediction. The docked complex from the virtual screening was subjected to MD simulation to analyze the stability of the LRRC8A protein-ligand complex, with parameters including root mean square deviation, root mean square fluctuation and radius of gyration. Molecular Mechanics/Poisson-Boltzmann Surface Area (MM/PBSA) method was further employed to predict the binding free energies from MD simulation trajectory. Our study provides insightful analysis for the potential compound to modulate LRRC8A and lay the foundation of therapeutics development against osteoarthritis.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    关于对当前抗流感药物的耐药性的出现,我们之前的基于表型的筛查研究将化合物A9鉴定为有前景的先导化合物.这个查尔锥类似物,含有2,6-二甲氧基苯基部分,对奥司他韦耐药菌株(H1N1pdm09)表现出显著的抑制活性,EC50值为1.34μM。然而,它还表现出显著的细胞毒性,CC50值为41.46μM。因此,本研究选择化合物A9作为原型结构进行进一步的结构优化。最初,证实了替代α,以戊-1,4-二烯-3-酮作为接头基团的β-不饱和酮显着降低了最终化合物的细胞毒性。随后,penta-1,4-dien-3-one基团被用作进一步结构优化的特权片段。在随后的两轮优化之后,我们鉴定了化合物IIB-2,其含有2,6-二甲氧基苯基-和1,4-戊二烯-3-酮部分。该化合物对奥司他韦耐药菌株的抑制作用与其前体(化合物A9)相当,同时证明毒性降低(CC50>100μM)。此外,我们通过免疫荧光研究了其对抗流感病毒的作用机制,蛋白质印迹,和表面等离子体共振(SPR)实验。结果表明,化合物IIB-2可以通过阻断流感病毒核蛋白的输出来阻止病毒增殖。因此,我们的研究结果进一步强调了流感核出口是设计具有潜在抑制特性的新型查尔酮样衍生物的可行目标,这些特性可在未来的铅优化研究中进行探索.
    Concerning the emergence of resistance to current anti-influenza drugs, our previous phenotypic-based screening study identified the compound A9 as a promising lead compound. This chalcone analog, containing a 2,6-dimethoxyphenyl moiety, exhibited significant inhibitory activity against oseltamivir-resistant strains (H1N1 pdm09), with an EC50 value of 1.34 μM. However, it also displayed notable cytotoxicity, with a CC50 value of 41.46 μM. Therefore, compound A9 was selected as a prototype structure for further structural optimization in this study. Initially, it was confirmed that the substituting the α,β-unsaturated ketone with pent-1,4-diene-3-one as a linker group significantly reduced the cytotoxicity of the final compounds. Subsequently, the penta-1,4-dien-3-one group was utilized as a privileged fragment for further structural optimization. Following two subsequent rounds of optimizations, we identified compound IIB-2, which contains a 2,6-dimethoxyphenyl- and 1,4-pentadiene-3-one moieties. This compound exhibited inhibitory effects on oseltamivir-resistant strains comparable to its precursor (compound A9), while demonstrating reduced toxicity (CC50 > 100 μM). Furthermore, we investigated its mechanism of action against anti-influenza virus through immunofluorescence, Western blot, and surface plasmon resonance (SPR) experiments. The results revealed that compound IIB-2 can impede virus proliferation by blocking the export of influenza virus nucleoprotein. Thusly, our findings further emphasize influenza nuclear export as a viable target for designing novel chalcone-like derivatives with potential inhibitory properties that could be explored in future lead optimization studies.
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  • 文章类型: Journal Article
    背景:nanoKAZ是一种紧凑的荧光素酶,当它催化底物Furimazine(FMZ)作为荧光素时,表现出强烈的蓝光发射,使它成为记者蛋白质的优秀候选人。然而,纳米KAZ的具体催化残基和机理尚未揭示。最近,确定了纳米KAZ的结构,并且观察到,当使用萘代替苯的FMZ类似物时,发光性质发生了变化。据推测,取代萘可能影响催化残基与荧光素之间的相互作用,从而影响发出的光信号的能量。
    方法:因此,这项研究的主要目的是分析和比较nanoKAZ和FMZ及其四种活性改变的萘类似物之间的分子识别,旨在鉴定催化残留物。分子对接用于构建所有nanoKAZ-荧光素模型,其次是500ns的分子动力学模拟。对模拟轨迹进行MM/PBSA分析以鉴定显著有助于荧光素结合的关键残基。在结果中,两个极性残基Y109和R162被鉴定为活性残基,作为它们对结合能的显著贡献。随后,将氧分子引入nanoKAZ-FMZ复合物的局部区域,然后进行量子化学计算(使用半经验和DFT方法)以研究催化细节。结果表明Y109和R162参与FMZ的氧合,导致二氧杂环丁酮的形成,已被认为是氧化过程中与FMZ共享相同官能团的各种荧光素的重要中间体。
    BACKGROUND: nanoKAZ is a compact luciferase that exhibits intense blue light emission when it catalyzes the substrate Furimazine (FMZ) as a luciferin, making it an excellent candidate as a reporter protein. However, the specific catalytic residues and mechanism of nanoKAZ have not been revealed. Recently, the structure of nanoKAZ was determined, and it was observed that the luminescent properties changed when FMZ analogs with naphthalene replacing benzene were used. It is speculated that the substituted naphthalene may influence the interaction between the catalytic residues and luciferins, thereby affecting the energy of the emitted light signal.
    METHODS: Therefore, the primary objective of this study is to analyze and compare the molecular recognition between nanoKAZ and FMZ along with its four activity-altered naphthalene analogs, with aiming to identify the catalytic residues. Molecular docking was employed to construct all nanoKAZ-luciferin models, followed by a 500 ns molecular dynamics simulation. The simulation trajectory was subjected to MM/PBSA analysis to identify crucial residues that contribute significantly to luciferin binding. In the result, two polar residues Y109, and R162 were identified as active residues as their notable contributions to the binding energy. Subsequently, an oxygen molecule was introduced into the local region of the nanoKAZ-FMZ complex and followed with quantum chemical calculations (semiempirical and DFT methods were used) to investigate the catalysis details. The results illustrated the involvement of Y109 and R162 in the oxygenation of FMZ, leading to the formation of dioxetanone, which has been suggested as an important intermediate in the oxidation process among various luciferins sharing the same functional group as FMZ.
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  • 文章类型: Journal Article
    识别严重急性呼吸综合征冠状病毒2(SARS-CoV-2)的刺突蛋白的抗体,尤其是中和抗体,对COVID-19的治疗和最终淘汰充满希望。在全球同步努力的推动下,在过去的两年中,已经发现了数千种针对刺突蛋白的抗体,具有数百种此类抗体的原子细节结构信息。我们开发了一种改进的分子力学/泊松-玻尔兹曼表面积(MM/PBSA)方法,包括明确处理的界面水以计算代表性抗体与SARS-COV-2刺突蛋白的受体结合域(RBD)域之间的结合自由能。我们发现对位于RBD和抗体之间的界面处的水分子的明确处理有效地改善了WT和关注变体(VOC)系统的结果。界面水分子,连同表面和内部水分子,从大量的水中表现得非常剧烈,对蛋白质动力学和能量产生特殊的影响,因此需要明确的处理来补充隐含的溶剂模型。我们的结果说明了包含界面水分子以有效可靠地预测结合自由能的重要性。由RamaswamyH.Sarma沟通。
    Antibodies that recognize the spike protein of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), especially the neutralizing antibodies, carry great hope in the treatment and final elimination of COVID-19. Driven by a synchronized global effort, thousands of antibodies against the spike protein have been identified during the past two years, with the structural information available at atomistic detail for hundreds of these antibodies. We developed an improved molecular mechanics/Poisson-Boltzmann surface area (MM/PBSA) method including explicitly treated interfacial water to calculate the binding free energy between representative antibodies and the receptor binding domain (RBD) domain of SARS-COV-2 spike proteins. We discovered that explicit treatment of water molecules located at the interface between RBD and antibody effectively improves the results for the WT and variants of concern (VOC) systems. Interfacial water molecules, together with surface and internal water molecules, behave drastically from bulk water and exert peculiar impacts on protein dynamics and energy, and thus warrant explicit treatment to complement implicit solvent models. Our results illustrate the importance of including interfacial water molecules to approach efficient and reliable prediction of binding free energy.Communicated by Ramaswamy H. Sarma.
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  • 文章类型: Journal Article
    流感RNA依赖性RNA聚合酶(RdRp)的PB2亚基已被鉴定为治疗流感的有希望的靶标。为了扩大已知的流感聚合酶PB2抑制剂pimodivir(以前的VX-787)的化学空间并改善其药代动力学特征,含有2,3-二氢咪唑并吡啶片段的两种匹莫夫类似物(comp.我和comp。II)被设计,合成,并评估抗流感病毒活性。在细胞病变效应(CPE)抑制试验中,comp.我和comp。II显示A/波多黎各/8/34(H1N1)的IC50值为0.07和0.09μM,A/香港/8/68(H3N2)的IC50值为0.04和0.07μM,分别。蛋白质结合亲和力测定结果显示浓度依赖性缔合和解离模式,KD值为1.398和1.670μM,分别。体外代谢稳定性试验表明。我和comp。与匹莫夫相比,II对肝微粒体表现出良好的稳定性,对醛氧化酶的敏感性大大降低。comp的绑定模式。我和comp。II与VX-787相似;但是,comp.我和comp。II对PB2的结构适应性低于VX-787。我们的结果为设计新型PB2抑制剂提供了有关结构-活性关系的有用信息,并为开发含有2,3-二氢咪唑并吡啶片段的药物提供了参考。
    The PB2 subunit of the influenza RNA-dependent RNA polymerase (RdRp) has been identified as a promising target for the treatment of influenza. To expand the chemical space of the known influenza polymerase PB2 inhibitor-pimodivir (formerly VX-787) and improve its pharmacokinetic profile, two pimodivir analogs containing 2,3-dihydro-imidazopyridine fragment (comp. I and comp. II) were designed, synthesized, and evaluated for anti-influenza virus activity. In the cytopathic effect (CPE) inhibition assay, comp. I and comp. II showed IC50 values of 0.07 and 0.09 μM for A/Puerto Rico/8/34 (H1N1) and 0.04 and 0.07 μM for A/Hong Kong/8/68 (H3N2), respectively. Protein-binding affinity assay results showed a concentration-dependent association and dissociation pattern, with KD values of 1.398 and 1.670 μM, respectively. In vitro metabolic stability assays showed that comp. I and comp. II exhibited good stability to liver microsomes and considerably less sensitivity to aldehyde oxidase compared to pimodivir. The binding modes of comp. I and comp. II were similar to those of VX-787; however, comp. I and comp. II had lower structural adaptability to PB2 than VX-787. Our results provide helpful information regarding the structure-activity relationship for the design of novel PB2 inhibitors and a reference for the development of drugs containing 2,3-dihydro-imidazopyridine fragments.
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  • 文章类型: Journal Article
    关于N-degron途径在蛋白质降解网络中的重要性,衔接蛋白ClpS识别带有经典N-degrons的底物,并将它们输送到酪蛋白分解蛋白酶复合物ClpAP中进行降解。有趣的是,位于蛋白质底物N端附近的大多数N-degrons属于疏水型氨基酸。叶绿体,植物光合作用的重要细胞器,包含多样化的Clp降解系统。尽管有几项研究证实,叶绿体ClpS能够与源自原核生物的经典N-degrons相互作用,然而,迄今为止,叶绿体ClpS蛋白如何识别N-degrons标记的底物的分子机制尚不清楚。莱茵衣藻是一种用于光合作用研究的单细胞模型生物,拥有一个大的杯状叶绿体,相应的基因组数据表明它拥有细菌同源衔接蛋白,命名为CrClpS1。然而,相关的生化知识,CrClpS1接头的蛋白质结构研究迄今尚无报道。CrClpS1与可能的N-degrons之间的分子相互作用也未定义。这里,我们建立了可靠的CrClpS1同源模型,并找到了N-degron结合的疏水口袋。我们结合了分子对接,分子动力学模拟,和MM/PBSA,MM/GBSA结合自由能估计,以阐明CrClpS1-N-degron相互作用的分子性质。此外,我们研究了CrClpS1-apo在水-溶剂环境中的构象变化,并通过长时间的分子动力学模拟分析了其可能的生物学意义。具体来说,适配器CrClpS1显示与Phe更强的相互作用,Trp,Tyr,His和Ile相对于其他氨基酸。使用残留物分解分析,CrClpS1和N-degrons之间的相互作用很大程度上取决于几个保守残基,它们位于疏水口袋周围,暗示从莱茵衣藻中分离出的叶绿体采用相对保守的N-degron识别模式。此外,CrClpS1疏水口袋的开合可能有利于N-degron选择性。
    Regarding the importance of N-degron pathway in protein degradation network, the adaptor protein ClpS recognizes the substrates bearing classical N-degrons, and delivers them to caseinolytic protease complex ClpAP for degradation. Interestingly, the majority of N-degrons located near the N-terminus of protein substrate are belonged to the hydrophobic type amino acids. Chloroplast, an important organelle for plant photosynthesis, contain a diversified Clp degradation system. Despite several studies have confirmed that chloroplastic ClpS is able to interact with classical N-degrons derived from prokaryotes, whereas, the molecular mechanism underlying how the chloroplastic ClpS protein could recognize the substrate tagged by N-degrons is still unclear until now. Chlamydomonas reinhardtii is a kind of unicellular model organism for photosynthesis researches, which possesses a large cup-shaped chloroplast, and the corresponding genome data indicates that it owns bacterial homologous adaptor protein, named CrClpS1. However, the relevant biochemical knowledges, and protein structure researches for CrClpS1 adaptor aren\'t reported up to date. The molecular interactions between CrClpS1 and possible N-degrons are undefined as well. Here, we build a reliable homology model of CrClpS1 and find a hydrophobic pocket for N-degron binding. We combine molecular docking, molecular dynamic simulations, and MM/PBSA, MM/GBSA binding free energy estimations to elucidate the molecular properties of CrClpS1-N-degron interactions. Besides, we investigate the conformational changes for CrClpS1-apo in water-solvent environment and analyze its possible biological significances through a long time molecular dynamic simulation. Specifically, the adaptor CrClpS1 displays the stronger interactions with Phe, Trp, Tyr, His and Ile with respect to other amino acids. Using the residue decomposition analysis, the interactions between CrClpS1 and N-degrons are heavily depended on several conservative residues, which are located around the hydrophobic pocket, implying that chloroplast isolated from Chlamydomonas reinhadtii adopts a relatively conservative N-degron recognition mode. Besides, the opening-closure of hydrophobic pocket of CrClpS1 might be beneficial for the N-degron selectivity.
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  • 文章类型: Journal Article
    含溴结构域蛋白4(BRD4)在多种恶性肿瘤的发生发展中起着重要作用,引起了科研机构和制药公司的关注。大多数目前可用的BRD4抑制剂的结构修饰相对简单,但药物效果有限。研究发现,抑制BD1可能促进少突胶质祖细胞的分化;BD2的抑制不会导致这种结果。因此,靶向BRD4-BD2的新潜在药物需要进一步研究。在这里,我们最初使用HQSAR从49种化合物中建立了QSAR模型,CoMFA,CoMSIA,和TopomerCoMFA技术。所有模型都显示了BRD4-BD2抑制剂的合适可靠性(分别为q2=0.778、0.533、0.640、0.702)和预测能力(分别为r2pred=0.716、0.6289、0.6153、0.7968)。在QSAR结果和Topomer搜索模块中R群搜索的基础上,我们设计了20个具有高活性的新化合物,这些化合物显示出合适的对接分数和合适的ADMET。进行对接研究和MD模拟以揭示BRD4-BD2活性位点的氨基酸残基(Asn351、Cys347、Tyr350、Pro293和Asp299)。自由能计算和自由能景观验证了稳定的结合结果,并表明了配合物的稳定构象。这些理论研究为设计和开发新型BRD4-BD2抑制剂提供了指导和理论基础。
    Bromodomain-containing protein 4(BRD4) plays an important role in the occurrence and development of various malignant tumors, which has attracted the attention of scientific research institutions and pharmaceutical companies. The structural modification of most currently available BRD4 inhibitors is relatively simple, but the drug effectiveness is limited. Research has found that the inhibition of BD1 may promote the differentiation of oligodendrocyte progenitor cell; however, the inhibition of BD2 will not cause this outcome. Therefore, newly potential drugs which target BRD4-BD2 need further research. Herein, we initially built QSAR models out of 49 compounds using HQSAR, CoMFA, CoMSIA, and Topomer CoMFA technology. All of the models have shown suitable reliabilities (q2 = 0.778, 0.533, 0.640, 0.702, respectively) and predictive abilities (r2pred = 0.716, 0.6289, 0.6153, 0.7968, respectively) for BRD4-BD2 inhibitors. On the basis of QSAR results and the search of the R-group in the topomer search module, we designed 20 new compounds with high activity that showed appropriate docking score and suitable ADMET. Docking studies and MD simulation were carried out to reveal the amino acid residues (Asn351, Cys347, Tyr350, Pro293, and Asp299) at the active site of BRD4-BD2. Free energy calculations and free energy landscapes verified the stable binding results and indicated stable conformations of the complexes. These theoretical studies provide guidance and theoretical basis for designing and developing novel BRD4-BD2 inhibitors.
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