umbrella sampling

伞形取样
  • 文章类型: Journal Article
    胡椒碱(PiP),一种生物活性分子,表现出许多健康益处,并经常用作与各种植物药的共同递送剂(例如,姜黄素)以增强其生物利用度。这归因于PiP对药物代谢蛋白的抑制活性,尤其是CYP3A4。然而,在使用环糊精(CD)的本研究中,PiP遇到解决的溶解度挑战。具体来说,γ-CD及其衍生物,羟丙基-γ-CD(HP-γ-CD),和Octakis(6-O-磺基)-γ-CD(Octakis-S-γ-CD),用于与PiP形成超分子复合物。通过1μs分子动力学模拟和伞形采样评估复合物的构象空间。此外,使用wB97X-D色散校正DFT函数和6-311+G(d,p)对配合物进行了基础设置,以检查热力学和动力学稳定性。结果表明,Octakis-S-γ-CD对PiP表现出优异的宿主能力,在最有利的络合能(-457.05kJ/mol)下,其次是HP-γ-CD(-249.16kJ/mol)。此外,探索了Octakis-S-γ-CD/PiP复合物的两种构象,以阐明PiP在Octakis-S-γ-CD结合袋中的最佳结合方向。超分子化学显著依赖于非共价相互作用。因此,我们的调查广泛探索了这些相互作用中涉及的关键原子,阐明了取代基团对包合物稳定性的影响。这种综合分析有助于强调具有改善的宿主容量的γ-CD衍生物。
    Piperine (PiP), a bioactive molecule, exhibits numerous health benefits and is frequently employed as a co-delivery agent with various phytomedicines (e.g., curcumin) to enhance their bioavailability. This is attributed to PiP\'s inhibitory activity against drug-metabolizing proteins, notably CYP3A4. Nevertheless, PiP encounters solubility challenges addressed in this study using cyclodextrins (CDs). Specifically, γ-CD and its derivatives, Hydroxypropyl-γ-CD (HP-γ-CD), and Octakis (6-O-sulfo)-γ-CD (Octakis-S-γ-CD), were employed to form supramolecular complexes with PiP. The conformational space of the complexes was assessed through 1 μs molecular dynamics simulations and umbrella sampling. Additionally, quantum mechanical calculations using wB97X-D dispersion-corrected DFT functional and 6-311 + G(d,p) basis set were conducted on the complexes to examine the thermodynamics and kinetic stability. Results indicated that Octakis-S-γ-CD exhibits superior host capabilities for PiP, with the most favorable complexation energy (-457.05 kJ/mol), followed by HP-γ-CD (-249.16 kJ/mol). Furthermore, two conformations of the Octakis-S-γ-CD/PiP complex were explored to elucidate the optimal binding orientation of PiP within the binding pocket of Octakis-S-γ-CD. Supramolecular chemistry relies significantly on non-covalent interactions. Therefore, our investigation extensively explores the critical atoms involved in these interactions, elucidating the influence of substituted groups on the stability of inclusion complexes. This comprehensive analysis contributes to emphasizing the γ-CD derivatives with improved host capacity.
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  • 文章类型: Journal Article
    使用分子动力学(MD)模拟研究生物分子系统已被证明在阐明结构和功能的原子级细节方面是可靠的。在这一章中,MD模拟用于揭示对两种系统发育无关的细菌氟化物(F-)出口商的新见解:CLCFF-/H反转运蛋白和FlucF-通道。CLCF反搬者,更广泛的CLC家族的成员,之前已经揭示了独特的化学计量,阴离子配位残基,以及缺乏对CLC中质子进口至关重要的内部谷氨酸。通过伞形采样增强的MD模拟,我们提供了对CLCF传输过程的能量学和机制的见解,包括其对F-对HF的选择性。相比之下,FlucF-通道提出了一种新颖的结构作为双拓扑二聚体,具有两个用于F-出口的孔和一个中央非运输的钠离子。使用计算电生理学,我们模拟了Fluc中F-出口所需的电化学梯度,并揭示了F-和中心钠离子的配位和水合作用的细节。这里描述的程序描述了这些先进技术的细节,也可以适用于研究其他膜蛋白系统。
    The use of molecular dynamics (MD) simulations to study biomolecular systems has proven reliable in elucidating atomic-level details of structure and function. In this chapter, MD simulations were used to uncover new insights into two phylogenetically unrelated bacterial fluoride (F-) exporters: the CLCF F-/H+ antiporter and the Fluc F- channel. The CLCF antiporter, a member of the broader CLC family, has previously revealed unique stoichiometry, anion-coordinating residues, and the absence of an internal glutamate crucial for proton import in the CLCs. Through MD simulations enhanced with umbrella sampling, we provide insights into the energetics and mechanism of the CLCF transport process, including its selectivity for F- over HF. In contrast, the Fluc F- channel presents a novel architecture as a dual topology dimer, featuring two pores for F- export and a central non-transported sodium ion. Using computational electrophysiology, we simulate the electrochemical gradient necessary for F- export in Fluc and reveal details about the coordination and hydration of both F- and the central sodium ion. The procedures described here delineate the specifics of these advanced techniques and can also be adapted to investigate other membrane protein systems.
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  • 文章类型: Journal Article
    细胞蛋白质水平的平衡是维持正常生理功能的关键。USP5属于去泛素化酶(DUBs)家族,控制蛋白质降解和保持细胞蛋白质稳态。USP5的异常表达与多种疾病有关。包括癌症,神经退行性疾病,和炎症性疾病。在本文中,采用多水平虚拟筛选(VS)方法靶向USP5的锌指泛素结合域(ZnF-UBD),从而鉴定出极具前景的候选化合物0456-0049.然后采用分子动力学(MD)模拟来评估复合物结合的稳定性并预测相互作用中的热点残基。结果表明,候选物通过与残基ARG221,TRP209,GLY220,ASN207,TYR261,TYR259和MET266的关键相互作用稳定地结合USP5的ZnF-UBD。结合自由能计算,随着伞式采样(美国)模拟,强调了候选物相对于已知抑制剂的优异结合亲和力。此外,US模拟揭示了配体解离过程中USP5的构象变化。这些见解为开发靶向USP5的新型抑制剂提供了有价值的基础。
    The equilibrium of cellular protein levels is pivotal for maintaining normal physiological functions. USP5 belongs to the deubiquitination enzyme (DUBs) family, controlling protein degradation and preserving cellular protein homeostasis. Aberrant expression of USP5 is implicated in a variety of diseases, including cancer, neurodegenerative diseases, and inflammatory diseases. In this paper, a multi-level virtual screening (VS) approach was employed to target the zinc finger ubiquitin-binding domain (ZnF-UBD) of USP5, leading to the identification of a highly promising candidate compound 0456-0049. Molecular dynamics (MD) simulations were then employed to assess the stability of complex binding and predict hotspot residues in interactions. The results indicated that the candidate stably binds to the ZnF-UBD of USP5 through crucial interactions with residues ARG221, TRP209, GLY220, ASN207, TYR261, TYR259, and MET266. Binding free energy calculations, along with umbrella sampling (US) simulations, underscored a superior binding affinity of the candidate relative to known inhibitors. Moreover, US simulations revealed conformational changes of USP5 during ligand dissociation. These insights provide a valuable foundation for the development of novel inhibitors targeting USP5.
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  • 文章类型: Journal Article
    Dyneins是AAA马达,负责向微管的负端运动和力的产生。Dynein的运动性由其接头结构域的核苷酸依赖性转换提供动力,在直线(动力冲程后)和弯曲(动力冲程前)构造之间过渡。要了解连接器的动力学和能量学,我们对人类动力蛋白2进行了全原子分子动力学模拟。模拟表明,接头可以采用弯曲构象或半弯曲构象,由5.7kT能量屏障隔开。由于与AAA+环的空间碰撞,接头不能在功率冲程前状态下切换回其直线构象。模拟还表明,在不存在AAA环的情况下,分离的接头在半弯曲构象附近具有最小自由能,表明接头在弯曲时存储能量并在动力冲程期间释放该能量。
    Dyneins are an AAA+ motor responsible for motility and force generation toward the minus end of microtubules. Dynein motility is powered by nucleotide-dependent transitions of its linker domain, which transitions between straight (post-powerstroke) and bent (pre-powerstroke) conformations. To understand the dynamics and energetics of the linker, we performed all-atom molecular dynamics simulations of human dynein-2 primed for its power stroke. Simulations revealed that the linker can adopt either a bent conformation or a semi-bent conformation, separated by a 5.7 kT energy barrier. The linker cannot switch back to its straight conformation in the pre-powerstroke state due to a steric clash with the AAA+ ring. Simulations also showed that an isolated linker has a free energy minimum near the semi-bent conformation in the absence of the AAA+ ring, indicating that the linker stores energy as it bends and releases this energy during the powerstroke.
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  • 文章类型: Journal Article
    为了详细了解自然界和工业中的化学过程,我们需要复杂环境中化学反应的精确模型。虽然Eyring过渡态理论通常用于模拟化学反应,对于气相中的小分子是最准确的。存在广泛的替代速率理论,可以更好地捕获涉及复杂分子和环境影响的反应。然而,它们要求通过分子动力学模拟对化学反应进行采样。这是一个艰巨的挑战,因为可访问的模拟时间尺度比化学反应的典型时间尺度小许多数量级。为了克服这些限制,使用涉及增强分子动力学采样的罕见事件方法。在这项工作中,使用紧密结合密度泛函理论研究了视网膜的热异构化。将过渡态理论的结果与从增强采样获得的结果进行比较。使用不频繁的元动力学模拟从动态重新加权获得的速率与过渡态理论获得的速率非常一致。同时,发现将Kramers\'速率方程应用于沿扭转二面角反应坐标的采样自由能曲线所获得的速率高达三个数量级。这种差异引起了人们对将速率方法应用于化学反应中的一维反应坐标的担忧。
    For a detailed understanding of chemical processes in nature and industry, we need accurate models of chemical reactions in complex environments. While Eyring transition state theory is commonly used for modeling chemical reactions, it is most accurate for small molecules in the gas phase. A wide range of alternative rate theories exist that can better capture reactions involving complex molecules and environmental effects. However, they require that the chemical reaction is sampled by molecular dynamics simulations. This is a formidable challenge since the accessible simulation timescales are many orders of magnitude smaller than typical timescales of chemical reactions. To overcome these limitations, rare event methods involving enhanced molecular dynamics sampling are employed. In this work, thermal isomerization of retinal is studied using tight-binding density functional theory. Results from transition state theory are compared to those obtained from enhanced sampling. Rates obtained from dynamical reweighting using infrequent metadynamics simulations were in close agreement with those from transition state theory. Meanwhile, rates obtained from application of Kramers\' rate equation to a sampled free energy profile along a torsional dihedral reaction coordinate were found to be up to three orders of magnitude higher. This discrepancy raises concerns about applying rate methods to one-dimensional reaction coordinates in chemical reactions.
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  • 文章类型: Journal Article
    在过去的几十年里,糖胺聚糖(GAG)研究对于获得各种生理、病态,以及由GAG分子和不同蛋白质之间的直接相互作用介导的治疗方面。GAG的结构和功能异质性以及它们结合特定蛋白质的能力由GAG的糖组成决定。GAG链的大小,以及硫酸化的程度和模式。深入了解蛋白质-GAG复合物中的相互作用对于解释其生物学功能至关重要。在这项研究中,伞形取样(US)方法用于将GAG配体从结合位点拉出,然后将其拉回。我们分析了三种类型的GAG之间的结合相互作用(肝素,脱硫硫酸乙酰肝素,和硫酸软骨素)与三种不同的蛋白质(碱性成纤维细胞生长因子,酸性成纤维细胞生长因子,和组织蛋白酶K)。我们研究的主要重点是评估美国方法是否能够复制实验获得的结构,以及它对更深入地了解GAG属性有多有用,特别是蛋白质识别特异性和多姿态结合。我们发现GAG天然结合姿势附近的结合自由能景观是复杂的,并且暗示了几种结合姿势的共存。GAG链沿着蛋白质表面的滑动可能是蛋白质识别GAG特定序列的潜在机制。
    In the past few decades, glycosaminoglycan (GAG) research has been crucial for gaining insights into various physiological, pathological, and therapeutic aspects mediated by the direct interactions between the GAG molecules and diverse proteins. The structural and functional heterogeneities of GAGs as well as their ability to bind specific proteins are determined by the sugar composition of the GAG, the size of the GAG chains, and the degree and pattern of sulfation. A deep understanding of the interactions in protein-GAG complexes is essential to explain their biological functions. In this study, the umbrella sampling (US) approach is used to pull away a GAG ligand from the binding site and then pull it back in. We analyze the binding interactions between GAGs of three types (heparin, desulfated heparan sulfate, and chondroitin sulfate) with three different proteins (basic fibroblast growth factor, acidic fibroblast growth factor, and cathepsin K). The main focus of our study was to evaluate whether the US approach is able to reproduce experimentally obtained structures, and how useful it can be for getting a deeper understanding of GAG properties, especially protein recognition specificity and multipose binding. We found that the binding free energy landscape in the proximity of the GAG native binding pose is complex and implies the co-existence of several binding poses. The sliding of a GAG chain along a protein surface could be a potential mechanism of GAG particular sequence recognition by proteins.
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  • 文章类型: Journal Article
    对存在于肠液中的胶束和囊泡的增溶能力的理论预测对于开发新的递送技术和生物利用度的改善是重要的。准确性和计算成本之间的平衡是在不同环境中广泛研究众多化合物的关键因素。在这项研究中,我们旨在确定最佳分子动力学(MD)方案,以评估小分子与由胆汁盐和磷脂组成的胶束的相互作用.MD模拟用于产生三种药物分子的自由能曲线(达那唑,普罗布考,和泼尼松龙)和一个表面活性剂分子(癸酸钠)作为距胶体质心距离的函数。为了应对与此类任务相关的挑战,我们比较了不同的模拟设置,包括自由组装的胶体和预先组织的球形胶束,完全自由能量曲线与只有几个兴趣点,以及粗粒度模型和全原子模型。我们的发现表明,当评估胶束的溶解能力时,结合这些技术对于实现最佳性能和准确性是有利的。将全原子(AA)和粗粒(CG)伞形采样(US)模拟和逐点自由能(FE)计算与其效率进行比较,以计算分析活性药物成分在肠液胶体中的溶解。
    Theoretical predictions of the solubilizing capacity of micelles and vesicles present in intestinal fluid are important for the development of new delivery techniques and bioavailability improvement. A balance between accuracy and computational cost is a key factor for an extensive study of numerous compounds in diverse environments. In this study, we aimed to determine an optimal molecular dynamics (MD) protocol to evaluate small-molecule interactions with micelles composed of bile salts and phospholipids. MD simulations were used to produce free energy profiles for three drug molecules (danazol, probucol, and prednisolone) and one surfactant molecule (sodium caprate) as a function of the distance from the colloid center of mass. To address the challenges associated with such tasks, we compared different simulation setups, including freely assembled colloids versus pre-organized spherical micelles, full free energy profiles versus only a few points of interest, and a coarse-grained model versus an all-atom model. Our findings demonstrate that combining these techniques is advantageous for achieving optimal performance and accuracy when evaluating the solubilization capacity of micelles. All-atom (AA) and coarse-grained (CG) umbrella sampling (US) simulations and point-wise free energy (FE) calculations were compared to their efficiency to computationally analyze the solubilization of active pharmaceutical ingredients in intestinal fluid colloids.
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  • 文章类型: Journal Article
    亨廷顿病(HD)是一种罕见的进行性神经退行性疾病,由亨廷顿(HTT)基因的聚谷氨酰胺(poly-Q)突变引起,认知,和精神机能障碍.作为单基因条件,降低突变的亨廷顿蛋白(mHTT)的水平有望成为一种有效的治疗方法。GPR52,一种孤儿G蛋白偶联受体(GPCR),富含纹状体,是通过降低mHTT水平来减缓HD进展的新目标。因此,该研究的重点是结合稳健的高通量虚拟筛选(HTVS)和药代动力学分析,然后进行快速提取配体(FPL)和伞形采样(US)模拟,确定GPR52的有效小分子抑制剂.最初,针对GPR52的结合袋进行2,36,545种化合物的文库的筛选。基于结合亲和力,立体化学和非键合相互作用,和药代动力学分析,50个化合物入围。对所选择的命中化合物1、2和3进行FPL模拟,其中施加外部偏压电位以研究其独特的解离途径和随时间的分子间相互作用。随后,在选定的命中化合物上进行US模拟以估计它们的结合自由能(ΔG)。对从模拟中获得的轨迹的分析表明,GPR52活性位点内的残基TYR34,TYR185,GLY187,ASP188,ILE189,SER299,PHE300和THR303对于通过形成各种氢键相互作用和疏水接触的有效配体结合具有重要意义。在三个热门化合物中,化合物3的最低ΔG为-20.82±0.44kcal/mol。该研究将化合物1、2和3确定为潜在分子,可作为GPR52抑制剂开发,有望降低mHTT水平。
    Huntington\'s disease (HD) is a rare and progressive neurodegenerative disorder caused by polyglutamine (poly-Q) mutations of the huntingtin (HTT) gene resulting in chorea, cognitive, and psychiatric dysfunctions. Being a monogenic condition, reducing the levels of the mutated huntingtin protein (mHTT) holds promise as an effective therapeutic approach. GPR52, an orphan G-protein coupled receptor (GPCR), enriched in the striatum, is a novel target for slowing down the progression of HD by lowering the mHTT levels. Therefore, the study focuses on identifying potent small-molecule inhibitors for GPR52 using a combination of robust high-throughput virtual screening (HTVS) and pharmacokinetics profiling followed by fast pulling of ligand (FPL) and umbrella sampling (US) simulations. Initially, screening a library of 2,36,545 compounds was done against the binding pocket of GPR52. Based on binding affinity, stereochemical and non-bonded interactions, and pharmacokinetic profiling, 50 compounds were shortlisted. Selected hit compounds 1, 2, and 3 were subjected to FPL simulations with applied external bias potential to investigate their unique dissociation pathways and intermolecular interactions over time. Subsequently, the US simulations were performed on the selected hit compounds to estimate their binding free energy (ΔG). The analysis of the trajectories obtained from simulations revealed that the residues TYR34, TYR185, GLY187, ASP188, ILE189, SER299, PHE300, and THR303 within the active site of GPR52 were significant for efficient ligand binding through the formation of various hydrogen bond interactions and hydrophobic contacts. Out of the three hit compounds, compound 3 had the lowest ΔG of - 20.82 ± 0.44 kcal/mol. The study identified compounds 1, 2, and 3 as potential molecules that can be developed as GPR52 inhibitors holding promise for lowering mHTT levels.
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  • 文章类型: Journal Article
    研究药物与细胞膜之间的相互作用对设计新药非常有意义。优化药物输送,和辨别药物机制的作用。在这项研究中,我们使用分子动力学模拟研究了POPC与布洛芬(IBU)相互作用的双层膜模型的物理性质。计算每脂质面积(APL)以描述布洛芬对脂质双层的包装性质的影响。膜在低和高IBU中的APL分别为0.58nm2和0.63nm2。对于没有IBU的膜和0.57nm2。我们的发现表明,均方差(MSD)随着布洛芬含量的增加而增加。此外,脂质的烃链的有序参数随布洛芬含量的增加而增加。头基区域后的转移自由能增加,而过氧化氢(H2O2)的疏水核心最大(〜6.2kcal。mol-1)和H2O(~3.4千卡。mol-1),然后降至各自的值(~4.6千卡。mol-1),和(~2.3千卡。mol-1)在IBU存在下位于双层中心。看来在布洛芬面前,水和H2O2渗透率的自由能曲线显著下降。这些发现表明布洛芬通过减少烃链区域中的堆积和分子间相互作用以及增加双层的水渗透性来显着影响双层的物理性质。这些结果可以提供对布洛芬的局部细胞毒性副作用及其潜在分子机制的见解。由RamaswamyH.Sarma沟通。
    布洛芬改变膜的物理性质。布洛芬减少脂质的烃链上的堆积和分子间相互作用。布洛芬增加水和过氧化氢作为活性氧(ROS)的渗透性。结果可能揭示布洛芬的局部细胞毒性副作用。
    Studying interactions between drugs and cell membranes is of great interest to designing novel drugs, optimizing drug delivery, and discerning drug mechanism action. In this study, we investigated the physical properties of the bilayer membrane model of POPC upon interaction with ibuprofen (IBU) using molecular dynamics simulations. The area per lipid (APL) was calculated to describe the effect of ibuprofen on the packing properties of the lipid bilayer. The APL was 0.58 nm2 and 0.63 nm2 for the membrane in low and high IBU respectively, and 0.57 nm2 for the membrane without IBU. Our finding showed that the mean square deviation (MSD) increased with increased ibuprofen content. In addition, the order parameter for the hydrocarbon chain of lipids increased with increased ibuprofen content. There was an increment in the transfer free energy after the head group region while it was maximum in the hydrophobic core for hydrogen peroxide (H2O2) (∼6.2 kcal.mol-1) and H2O (∼3.4 kcal.mol-1) which then decreased to respective values of (∼4.6 kcal.mol-1), and (∼2.3 kcal.mol-1) at the center of the bilayer in the presence of IBU. It seems that in the presence of ibuprofen, the free energy profile of the permeability of water and H2O2 significantly decreased. These findings show that ibuprofen significantly influences the physical properties of the bilayer by decreasing the packing and intermolecular interaction in the hydrocarbon chain region and increasing the water permeability of the bilayer. These results may provide insights into the local cytotoxic side effects of ibuprofen and its underlying molecular mechanisms.Communicated by Ramaswamy H. Sarma.
    Ibuprofen changes the physical properties of the membrane.Ibuprofen decreases the packing and intermolecular interaction at the hydrocarbon chain of lipids.Ibuprofen increases the permeability of water and hydrogen peroxide as reactive oxygen species (ROS).Results may shed light on the local cytotoxic side effects of ibuprofen.
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  • 文章类型: Journal Article
    乙酰胆碱酯酶(AChE)对于乙酰胆碱分解为乙酸和胆碱至关重要,而Anatoxin-a(ATX-a)对AChE的抑制作用会导致严重的健康并发症。本研究探讨了ATX-a的结构特征及其与AChE的相互作用,与参考分子阿托品的结合机制进行比较。分子对接模拟揭示了ATX-a和阿托品对AChE的强结合亲和力,有效地与结合位点的特定氨基酸相互作用,作为潜在的抑制剂。使用MM-PBSA方法进行的定量评估表明,ATX-a的显着负结合自由能为-81.659kJ/mol,指示强大的绑定,而阿托品表现出更强的结合亲和力,自由能为-127.565kJ/mol。 伞采样计算ΔGbind值以评估结合自由能,显示ATX-a的有利ΔG结合为-36.432kJ/mol,而阿托品的-30.12kJ/mol则略低。这项研究揭示了ATX-a的双重功能,同时充当烟碱乙酰胆碱受体(nAChRs)激动剂和AChE抑制剂。值得注意的是,在ATX-a和阿托品之间形成稳定的复合物,在其活性位点具有AChE,表现出显著的结合自由能。这些发现为ATX-a和阿托品作为调节AChE活性的有希望的候选物的潜在用途提供了有价值的见解。 .
    Acetylcholinesterase (AChE) is crucial for the breakdown of acetylcholine to acetate and choline, while the inhibition of AChE by anatoxin-a (ATX-a) results in severe health complications. This study explores the structural characteristics of ATX-a and its interactions with AChE, comparing to the reference molecule atropine for binding mechanisms. Molecular docking simulations reveal strong binding affinity of both ATX-a and atropine to AChE, interacting effectively with specific amino acids in the binding site as potential inhibitors. Quantitative assessment using the MM-PBSA method demonstrates a significantly negative binding free energy of -81.659 kJ mol-1for ATX-a, indicating robust binding, while atropine exhibits a stronger binding affinity with a free energy of -127.565 kJ mol-1. Umbrella sampling calculates the ΔGbindvalues to evaluate binding free energies, showing a favorable ΔGbindof -36.432 kJ mol-1for ATX-a and a slightly lower value of -30.12 kJ mol-1for atropine. This study reveals the dual functionality of ATX-a, acting as both a nicotinic acetylcholine receptor agonist and an AChE inhibitor. Remarkably, stable complexes form between ATX-a and atropine with AChE at its active site, exhibiting remarkable binding free energies. These findings provide valuable insights into the potential use of ATX-a and atropine as promising candidates for modulating AChE activity.
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