Dissociation constant

解离常数
  • 文章类型: Journal Article
    拟南芥中的毛状体模式受R2R3MYB调控,bHLH和WDR(MBW)基因。这些被认为形成促进毛状体形成的三聚体MBW蛋白复合物。MBW蛋白参与调节网络,通过R3MYB蛋白在表皮细胞中选择毛状体细胞,R3MYB蛋白可以在细胞之间移动并通过与R2R3MYB竞争性结合bHLHL蛋白来抑制MBW复合物。我们使用定量下拉测定法来确定相关基因的蛋白质-蛋白质相互作用的相对解离常数。我们发现毛状体促进基因和R3MYB抑制剂的较弱结合之间的结合强度相似。我们使用解离常数来计算所有可能的复合物组合的相对百分比,并且令人惊讶地发现通常被认为与调节事件相关的那些复合物的分数低。最后,我们预测,由于GL3二聚化介导的更高有序的复合物,图案形成的鲁棒性增加。
    Trichome patterning in Arabidopsis is regulated by R2R3MYB, bHLH and WDR (MBW) genes. These are considered to form a trimeric MBW protein complex that promotes trichome formation. The MBW proteins are engaged in a regulatory network to select trichome cells among epidermal cells through R3MYB proteins that can move between cells and repress the MBW complex by competitive binding with the R2R3MYB to the bHLHL protein. We use quantitative pull-down assays to determine the relative dissociation constants for the protein-protein interactions of the involved genes. We find similar binding strength between the trichome promoting genes and weaker binding of the R3MYB inhibitors. We used the dissociation constants to calculate the relative percentage of all possible complex combinations and found surprisingly low fractions of those complexes that are typically considered to be relevant for the regulation events. Finally, we predict an increased robustness in patterning as a consequence of higher ordered complexes mediated by GL3 dimerization.
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  • 文章类型: Journal Article
    SARS-CoV-2刺突RBD和ACE2蛋白之间的相互作用是病毒感染宿主细胞的关键步骤。没有它,整个病毒体进入机制受损。这项研究的目的是评估各种天然产品类别的容量,包括类黄酮,蒽醌,皂苷,伊维菌素,氯喹,和红霉素,来调节这种相互作用。要做到这一点,我们应用了最近开发的微流控扩散大小(MDS)技术,该技术使我们能够通过测量流体动力学半径(Rh)和解离常数(KD)来探测蛋白质-蛋白质相互作用;在存在浓度增加的伴侣蛋白(ACE2)的情况下监测Rh的演变;并且通过结合曲线实验设计确定KD。第二次,蛋白质伴侣以等摩尔量存在,在不同天然产物的存在下测量蛋白质复合物的Rh。发现测试的九种天然产物/提取物中的五种调节蛋白质复合物的形成。藜麦苦味种皮的甲醇提取物(50µg/mL;biddesmoside皂苷)和类黄酮柚皮素(1µM)特别有效。这种有效调节剂的快速选择将使我们更好地了解可以预防SARS-CoV-2感染的试剂。
    The interaction between SARS-CoV-2 spike RBD and ACE2 proteins is a crucial step for host cell infection by the virus. Without it, the entire virion entrance mechanism is compromised. The aim of this study was to evaluate the capacity of various natural product classes, including flavonoids, anthraquinones, saponins, ivermectin, chloroquine, and erythromycin, to modulate this interaction. To accomplish this, we applied a recently developed a microfluidic diffusional sizing (MDS) technique that allows us to probe protein-protein interactions via measurements of the hydrodynamic radius (Rh) and dissociation constant (KD); the evolution of Rh is monitored in the presence of increasing concentrations of the partner protein (ACE2); and the KD is determined through a binding curve experimental design. In a second time, with the protein partners present in equimolar amounts, the Rh of the protein complex was measured in the presence of different natural products. Five of the nine natural products/extracts tested were found to modulate the formation of the protein complex. A methanol extract of Chenopodium quinoa Willd bitter seed husks (50 µg/mL; bisdesmoside saponins) and the flavonoid naringenin (1 µM) were particularly effective. This rapid selection of effective modulators will allow us to better understand agents that may prevent SARS-CoV-2 infection.
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  • 文章类型: Journal Article
    结合免疫测定原理的电化学传感器具有实时监测抗原-抗体相互作用的动态过程的能力。在这项研究中,用二氧化锡胶体量子线(SnO2QWs)修饰金电极,然后用亮氨酸/精氨酸亚型微囊藻毒素(MC-LR)抗体包被。然后用牛血清蛋白(BSA)钝化未被MC-LR抗体结合的SnO2QW的活性位点。当MC-LR抗原与电极表面的抗体特异性结合时,它触发电化学反应并在特定电压条件下产生电信号。SnO2QW表现出优异的电子传输能力,及其在金电极表面形成疏松多孔微结构的能力,这有利于生物传感器的受体功能。结果显示MC-LR抗原和抗体之间的高亲和力,范围从1pg/mL到10ng/mL的MC-LR抗原浓度。阐明了MC-LR抗原与抗体之间免疫反应的动力学特征,获得1.399×1011M-1的结合常数和7.147pM的解离常数,证明了电化学生物传感技术在生物分子相互作用中的潜力。
    Electrochemical sensors that incorporate immunoassay principles have the ability to monitor dynamic processes of antigen-antibody interactions in real time. In this study, a gold electrode was modified with tin dioxide colloidal quantum wire (SnO2 QWs) and then coated with the leucine/arginine subtype microcystin (MC-LR) antibody. The active site of SnO2 QWs that was not bound by MC-LR antibody was then passivated with bovine serum protein (BSA). When the MC-LR antigen binds specifically to the antibodies on the electrode\'s surface, it triggers electrochemical reactions and generates electrical signals at specific voltage conditions. The SnO2 QW exhibits excellent electron transport ability, and its ability to form a loose and porous microstructure on the gold electrode surface, which is conducive to the receptor function of the biosensor. The results show a high affinity between the MC-LR antigen and antibody, ranging from 1 pg/mL to 10 ng/mL of MC-LR antigen concentration. The kinetic characteristics of the immune reaction between MC-LR antigen and antibody were elucidated, obtaining a binding constant of 1.399 × 1011 M-1 and a dissociation constant of 7.147 pM, demonstrating the potential of electrochemical biosensing technology in biomolecular interactions.
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  • 文章类型: Journal Article
    背景:氨基酸特性感知系统发育分析(APPA)是指基于氨基酸特性编码的系统发育分析方法,用于从分子角度理解和推断物种之间的进化关系。快速傅里叶变换(FFT)和Higuchi的分形维数(HFD)在描述APPA的序列结构和复杂性信息方面具有出色的性能。然而,随着蛋白质序列数据的指数增长,开发一种可靠的APPA蛋白序列分析方法非常重要。
    结果:因此,我们提出了一种名为FFP的新方法,它联合FFT和HFD。首先,FFP用于根据氨基酸的重要物理化学性质编码蛋白质序列。解离常数,决定蛋白质分子的酸度和碱度。其次,FFT和HFD用于生成编码序列的特征向量,此后,距离矩阵由余弦函数计算,描述了物种之间的相似程度。它们之间的距离越小,他们越相似。最后,构建了系统发育树。当FFP在四组蛋白质序列上进行系统发育分析测试时,结果明显优于其他比较,最高精度可达97%以上。
    结论:FFP在APPA和多序列比对中具有更高的准确性。它还可以有效地测量蛋白质序列的相似性。并希望对APPA的相关研究起到一定的作用。
    BACKGROUND: Amino acid property-aware phylogenetic analysis (APPA) refers to the phylogenetic analysis method based on amino acid property encoding, which is used for understanding and inferring evolutionary relationships between species from the molecular perspective. Fast Fourier transform (FFT) and Higuchi\'s fractal dimension (HFD) have excellent performance in describing sequences\' structural and complexity information for APPA. However, with the exponential growth of protein sequence data, it is very important to develop a reliable APPA method for protein sequence analysis.
    RESULTS: Consequently, we propose a new method named FFP, it joints FFT and HFD. Firstly, FFP is used to encode protein sequences on the basis of the important physicochemical properties of amino acids, the dissociation constant, which determines acidity and basicity of protein molecules. Secondly, FFT and HFD are used to generate the feature vectors of encoded sequences, whereafter, the distance matrix is calculated from the cosine function, which describes the degree of similarity between species. The smaller the distance between them, the more similar they are. Finally, the phylogenetic tree is constructed. When FFP is tested for phylogenetic analysis on four groups of protein sequences, the results are obviously better than other comparisons, with the highest accuracy up to more than 97%.
    CONCLUSIONS: FFP has higher accuracy in APPA and multi-sequence alignment. It also can measure the protein sequence similarity effectively. And it is hoped to play a role in APPA\'s related research.
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  • 文章类型: Journal Article
    随着Delta和Omicron变体的出现,据报道,导致2019年冠状病毒病的SARS-CoV-2的许多其他重要变体,包括A.30,增加了全球大流行引起的关注。A.30变体,在坦桑尼亚和其他国家报道,harborsspike基因突变,帮助该菌株更强健地结合并逃脱中和抗体。本研究使用分子建模和基于模拟的方法来研究该菌株的关键特征,从而导致更大的感染性。刺突蛋白的蛋白质-蛋白质对接结果表明,额外的相互作用,特别是由突变残基Lys484形成的两个盐桥,增加结合亲和力,而N末端结构域(NTD)的关键残基丢失导致与单克隆抗体的结合构象发生变化,从而逃避它们的中和作用。此外,我们通过分子模拟深入研究了这些结合配合物的原子特征,与野生型相比,它揭示了不同的动力学。使用MM/GBSA对结合自由能的分析表明,与A.30RBD复合物相比,野生型受体结合域(RBD)复合物的总结合自由能(TBE)为-58.25kcal/mol,报告-65.59kcal/mol。与野生型相比,A.30RBD复合物的TBE较高表示A.30变体RBD与ACE2之间的相互作用更稳健。允许变体更迅速地结合和传播。野生型NTD复合物的BFE计算为-65.76kcal/mol,而A.30NTD复合物估计为-49.35kcal/mol。这显示了在A.30变体的NTD中报告的取代和缺失的影响,从而减少了mAb的结合,允许它逃避宿主的免疫反应。报告的结果将有助于开发针对SARS-CoV-2及其变体的交叉保护药物。
    With the emergence of Delta and Omicron variants, many other important variants of SARS-CoV-2, which cause Coronavirus disease-2019, including A.30, are reported to increase the concern created by the global pandemic. The A.30 variant, reported in Tanzania and other countries, harbors spike gene mutations that help this strain to bind more robustly and to escape neutralizing antibodies. The present study uses molecular modelling and simulation-based approaches to investigate the key features of this strain that result in greater infectivity. The protein-protein docking results for the spike protein demonstrated that additional interactions, particularly two salt-bridges formed by the mutated residue Lys484, increase binding affinity, while the loss of key residues at the N terminal domain (NTD) result in a change to binding conformation with monoclonal antibodies, thus escaping their neutralizing effects. Moreover, we deeply studied the atomic features of these binding complexes through molecular simulation, which revealed differential dynamics when compared to wild type. Analysis of the binding free energy using MM/GBSA revealed that the total binding free energy (TBE) for the wild type receptor-binding domain (RBD) complex was -58.25 kcal/mol in contrast to the A.30 RBD complex, which reported -65.59 kcal/mol. The higher TBE for the A.30 RBD complex signifies a more robust interaction between A.30 variant RBD with ACE2 than the wild type, allowing the variant to bind and spread more promptly. The BFE for the wild type NTD complex was calculated to be -65.76 kcal/mol, while the A.30 NTD complex was estimated to be -49.35 kcal/mol. This shows the impact of the reported substitutions and deletions in the NTD of A.30 variant, which consequently reduce the binding of mAb, allowing it to evade the immune response of the host. The reported results will aid the development of cross-protective drugs against SARS-CoV-2 and its variants.
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  • 文章类型: Journal Article
    平滑(SMO)蛋白是G蛋白偶联受体(GPCR)家族的成员,参与Hedgehog(Hh)信号通路。它是治疗各种癌症的假定靶点,包括髓母细胞瘤和基底细胞癌(BCC)。表征膜蛋白,如SMO在其天然状态是非常有益的开发有效的药物,因为它们的结构和功能在这种状态下被最大程度地保留。因此,虽然SMO蛋白通常溶解在洗涤剂胶束中,仍然需要将蛋白质掺入基于脂质的膜模拟物中。在这项研究中,我们使用苯乙烯马来酸(SMA)共聚物直接提取膜蛋白和周围的脂质以及形成所谓的聚合物纳米盘,以溶解和纯化由SMA-纳米盘封装的SMO跨膜结构域。获得的SMA-nanodisks显示出较高的均匀性,并保持了SMO蛋白的生理活性,从而能够使用基于配体的溶液核磁共振波谱来测量SMO配体SMO-配体Shh信号拮抗剂V(SANT-1)和平滑激动剂(SAG)的解离常数(Kd)。这项工作为研究结构铺平了道路,函数,以及在天然类脂质环境中SMO蛋白的药物开发。
    Smoothened (SMO) protein is a member of the G protein-coupled receptor (GPCR) family that is involved in the Hedgehog (Hh) signaling pathway. It is a putative target for treating various cancers, including medulloblastoma and basal cell carcinoma (BCC). Characterizing membrane proteins such as SMO in their native state is highly beneficial for the development of effective pharmaceutical drugs, as their structures and functions are retained to the highest extent in this state. Therefore, although SMO protein is conventionally solubilized in detergent micelles, incorporating the protein in a lipid-based membrane mimic is still required. In this study, we used styrene maleic acid (SMA) copolymer that directly extracted membrane protein and surrounding lipids as well as formed the so-called polymer nanodiscs, to solubilize and purify the SMO transmembrane domain encapsulated by SMA-nanodiscs. The obtained SMA-nanodiscs showed high homogeneity and maintained the physiological activity of SMO protein, thereby enabling the measurement of the dissociation constant (Kd) for SMO ligands SMO-ligands Shh Signaling Antagonist V (SANT-1) and Smoothened Agonist (SAG) using ligand-based solution nuclear magnetic resonance spectroscopy. This work paves the way for investigating the structure, function, and drug development of SMO proteins in a native-like lipid environment.
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  • 文章类型: Journal Article
    饱和转移MRI先前已用于探测分子结合相互作用,并通过水信号增强信号。这里,我们详细介绍了这种信号增强的基于中继核覆盖效应(rNOE)的机制,制定量化分子结合亲和力的策略,即,解离常数(KD$${K}_D$$),并应用该方法检测几种带电生物小分子的静电结合。另一个目标是估计瞬时受体-底物结合的检测极限。
    通过三步磁化转移模型定量描述了信号增强机制,并进行了数值模拟来验证这一理论。精氨酸的结合平衡,胆碱,和乙酰胆碱阴离子树脂作为配体浓度的函数进行了研究,pH值,和盐含量。通过拟合多重浓度数据确定平衡解离常数(KD$${K}_D$$$)。
    数值模拟表明,信号增强足以检测亚毫摩尔(~100μM)浓度配体与低微摩尔水平的分子靶标的分子结合。从精氨酸测得的rNOE信号,胆碱,和乙酰胆碱结合实验表明,几种磁化转移途径(配体内rNOE和分子间rNOE)可以发挥作用。由分子离子结合产生的rNOE受pH和盐浓度的影响。对于所研究的三种阳离子,以KD$${K}_{\\mathrm{D}}$$为单位的分子结合强度范围为70-160mM。
    使用MRI检测小底物的瞬时结合的能力为检测体内微摩尔水平的受体-底物结合铺平了一条途径。
    Saturation transfer MRI has previously been used to probe molecular binding interactions with signal enhancement via the water signal. Here, we detail the relayed nuclear overhauser effect (rNOE) based mechanisms of this signal enhancement, develop a strategy of quantifying molecular binding affinity, i.e., the dissociation constant ( KD$$ {K}_D $$ ), and apply the method to detect electrostatic binding of several charged small biomolecules. Another goal was to estimate the detection limit for transient receptor-substrate binding.
    The signal enhancement mechanism was quantitatively described by a three-step magnetization transfer model, and numerical simulations were performed to verify this theory. The binding equilibria of arginine, choline, and acetyl-choline to anionic resin were studied as a function of ligand concentration, pH, and salt content. Equilibrium dissociation constants ( KD$$ {K}_D $$ ) were determined by fitting the multiple concentration data.
    The numerical simulations indicate that the signal enhancement is sufficient to detect the molecular binding of sub-millimolar (∼100 μM) concentration ligands to low micromolar levels of molecular targets. The measured rNOE signals from arginine, choline, and acetyl-choline binding experiments show that several magnetization transfer pathways (intra-ligand rNOEs and intermolecular rNOEs) can contribute. The rNOEs that arise from molecular ionic binding were influenced by pH and salt concentration. The molecular binding strengths in terms of KD$$ {K}_{\\mathrm{D}} $$ ranged from 70-160 mM for the three cations studied.
    The capability to use MRI to detect the transient binding of small substrates paves a pathway towards the detection of micromolar level receptor-substrate binding in vivo.
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  • 文章类型: Journal Article
    随着SARS-CoV-2(严重急性呼吸道综合症冠状病毒2)继续在全球造成混乱,在南非报道了一种正式称为B.1.1.29的新变体,该变体在刺突蛋白中发现了30个突变。现在推测传播和住院还为时过早。因此,需要更多的分析,特别是将基因组模式与表型属性联系起来,以揭示该变体的结合差异和抗体反应,然后可以用于治疗干预。鉴于B.1.1.529变体所需的分析和数据的紧迫性,我们进行了详细的调查,以了解这些新突变对结构的影响,函数,RBD与hACE2的结合和mAb与刺突蛋白的NTD的结合。野生型和B.1.1.529变体复合物之间结合模式的差异表明,B.1.1.529RBD中的关键取代Asn417,Ser446,Arg493和Arg498引起与hACE2的额外相互作用,并且B.1.1.529NTD中关键残基的丢失导致与mAb中三个CDR区(1-3)的相互作用减少。进一步的调查显示,B.1.1.529显示出遵循全球稳定趋势的稳定动态。此外,解离常数(KD),氢键分析,结合自由能计算进一步验证了研究结果。氢键分析显示发生了显著的氢键重编程,这揭示了绑定中的关键差异。使用MM/GBSA和MM/PBSA的总结合自由能进一步验证了对接结果并证明了结合的显著变化。本研究首次为SARS-CoV-2新变种的较高传染性提供了依据,并为开发针对其的新药提供了强大的动力。
    As SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) continues to inflict chaos globally, a new variant officially known as B.1.1.529 was reported in South Africa and was found to harbor 30 mutations in the spike protein. It is too early to speculate on transmission and hospitalizations. Hence, more analyses are required, particularly to connect the genomic patterns to the phenotypic attributes to reveal the binding differences and antibody response for this variant, which can then be used for therapeutic interventions. Given the urgency of the required analysis and data on the B.1.1.529 variant, we have performed a detailed investigation to provide an understanding of the impact of these novel mutations on the structure, function, and binding of RBD to hACE2 and mAb to the NTD of the spike protein. The differences in the binding pattern between the wild type and B.1.1.529 variant complexes revealed that the key substitutions Asn417, Ser446, Arg493, and Arg498 in the B.1.1.529 RBD caused additional interactions with hACE2 and the loss of key residues in the B.1.1.529 NTD resulted in decreased interactions with three CDR regions (1-3) in the mAb. Further investigation revealed that B.1.1.529 displayed a stable dynamic that follows a global stability trend. In addition, the dissociation constant (KD), hydrogen bonding analysis, and binding free energy calculations further validated the findings. Hydrogen bonding analysis demonstrated that significant hydrogen bonding reprogramming took place, which revealed key differences in the binding. The total binding free energy using MM/GBSA and MM/PBSA further validated the docking results and demonstrated significant variations in the binding. This study is the first to provide a basis for the higher infectivity of the new SARS-CoV-2 variants and provides a strong impetus for the development of novel drugs against them.
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  • 文章类型: Journal Article
    In capillary electrophoresis, determination of the basic physical and chemical properties of compounds, such as absolute mobility (m0) and dissociation constant (pKa), is of great practical significance. This is because the aforementioned properties are often used for the qualitative or quantitative analyses of the relevant compounds toward their application as potential drugs. Lovastatin is a potential drug candidate that can reduce the levels of cholesterol and low-density lipoprotein cholesterol in the blood, as well as prevent atherosclerosis and coronary heart disease. For a more convenient and rapid investigation of the properties and applications of lovastatin, it is necessary to determine its m0 and pKa values. However, existing research on capillary electrophoresis for lovastatin and other related drugs focus on their quantitative determination, and their action mechanism and functions. Unfortunately, there are very few studies aimed at the determination of the m0 and pKa values of lovastatin. Based on related studies, this paper herein proposed a novel method to determine m0 and pKa of lovastatin. The present study mainly included a calculation method and experimental verification. The calculation method was based on capillary zone electrophoresis (CZE) and the empirical formula of ion mobility. First, on the basis of the empirical formula, the calculation formula for m0 was derived from the relationship between the actual mobility (mact), effective mobility (meff) and m0. Second, for a monovalent acid (HA), according to the calculation formula for m0 part, considering the hydrogen ion concentration as the independent variable and the reciprocal of meff as the dependent variable, a straight line was obtained on the coordinate axis. From the slope of this straight line, the dissociation equilibrium constant Ka was obtained directly, and pKa was calculated easily. After the derivation of m0 and pKa in the theoretical part, the feasibility and reliability of this method were verified by using it to determine the m0 and pKa values of several organic acids and bases (barbituric acid, benzoic acid, benzylamine, phenol, and m-cresol) in the experimental part. Note that for the buffer system with pH<6.0, reverse capillary electrophoresis was used for the determination of pKa, because this technique helped shorten the migration time and facilitates the detection of analytes that could not reach the cathode. After obtaining m0 and pKa, the theoretical reference values for these parameters were obtained by PeakMaster 5.1. The experimental data were well consistent with the theoretical m0 and pKa values. The standard deviation (SDs) of m0 and pKa were less than 6.0% and 6.2%, respectively. From the correlation coefficient (R) of the linear regression equation, it was found that the linear regression lines of pKa fit well, indicating the excellent reliability of this method. Finally, with this simple and reliable method, dimethyl sulfoxide (DMSO) was used as a marker for electroosmotic flow to determine the m0 and pKa values of lovastatin (-1.70×10-8 m2/(V·s) and 9.00, respectively). This method is suitable for the determination of m0 and pKa of acidic and basic analytes. The method has high accuracy and is expected to play an indispensable role in drug analysis.
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  • 文章类型: Journal Article
    新的SARS-CoV-2变种在全球范围内的演变使COVID-19大流行更加令人担忧,进一步向医疗保健系统和免疫力施压。受体结合域(RBD)刺突糖蛋白的受体结合基序(RBM)独特的新变异,i.e.L452R-E484Q,可能在B.1.617(也称为G/452R。与野生型相比,V3)变体的致病性和更好的存活率。因此,需要进行彻底的分析,以了解这些突变对与宿主受体(RBD)结合的影响,并指导新的治疗方法的开发.在这项研究中,我们使用结构和生物分子模拟技术来探索B.1.617变体中特定突变(L452R-E484Q)对RBD与宿主受体ACE2结合的影响.我们的分析表明,B.1.617变体通过改变动态稳定性而具有不同的动态行为,残余的灵活性和结构的紧凑性。此外,新的变体显著改变了键合网络和结构动力学特性。采用MM/GBSA技术,这进一步确立了野生型和B.1.617变体之间的结合差异。总之,这项研究为开发针对新的SARS-CoV-2变种的新药提供了强大的动力。
    The evolution of new SARS-CoV-2 variants around the globe has made the COVID-19 pandemic more worrisome, further pressuring the health care system and immunity. Novel variations that are unique to the receptor-binding motif (RBM) of the receptor-binding domain (RBD) spike glycoprotein, i. e. L452R-E484Q, may play a different role in the B.1.617 (also known as G/452R.V3) variant\'s pathogenicity and better survival compared to the wild type. Therefore, a thorough analysis is needed to understand the impact of these mutations on binding with host receptor (RBD) and to guide new therapeutics development. In this study, we used structural and biomolecular simulation techniques to explore the impact of specific mutations (L452R-E484Q) in the B.1.617 variant on the binding of RBD to the host receptor ACE2. Our analysis revealed that the B.1.617 variant possesses different dynamic behaviours by altering dynamic-stability, residual flexibility and structural compactness. Moreover, the new variant had altered the bonding network and structural-dynamics properties significantly. MM/GBSA technique was used, which further established the binding differences between the wild type and B.1.617 variant. In conclusion, this study provides a strong impetus to develop novel drugs against the new SARS-CoV-2 variants.
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