Dissociation constant

解离常数
  • 文章类型: Journal Article
    亲和力常数,也称为平衡常数,结合常数,平衡缔合常数,或倒数值,平衡解离常数(Kd),可以被认为是任何抗体-抗原对的最重要特征之一。已经提出了许多基于不同技术的方法并用于确定该值。然而,由于大量出版物和商业数据表不包括这些信息,执行此类测量的重大障碍似乎存在。在报告此类数据的其他情况下,结果往往被证明是不可靠的。这种情况可能表明,当今可用的大多数技术都需要高水平的专业知识和努力,而许多实验室似乎都没有。在本文中,我们提出了一种基于标准免疫测定技术的简单方法,该方法易于快速执行。它依赖于在试剂浓度无限小浓度的情况下摩尔IC50接近Kd值的效果。试剂的二维稀释导致对Kd的渐近收敛。该方法与用于优化免疫测定的众所周知的棋盘滴定具有一些相似性。一种众所周知的抗FLAG肽的抗体,克隆M2作为模型系统,并将结果与其他方法进行比较。这种方法可以用于竞争性测定可用或可以开发的任何情况。亲和常数的确定应属于抗体相关产品和测定的任何质量控制中的关键参数,并且在使用免疫化学方案的论文中应该是强制性的。
    The affinity constant, also known as the equilibrium constant, binding constant, equilibrium association constant, or the reciprocal value, the equilibrium dissociation constant (Kd), can be considered as one of the most important characteristics for any antibody-antigen pair. Many methods based on different technologies have been proposed and used to determine this value. However, since a very large number of publications and commercial datasheets do not include this information, significant obstacles in performing such measurements seem to exist. In other cases where such data are reported, the results have often proved to be unreliable. This situation may indicate that most of the technologies available today require a high level of expertise and effort that does not seem to be available in many laboratories. In this paper, we present a simple approach based on standard immunoassay technology that is easy and quick to perform. It relies on the effect that the molar IC50 approaches the Kd value in the case of infinitely small concentrations of the reagent concentrations. A two-dimensional dilution of the reagents leads to an asymptotic convergence to Kd. The approach has some similarity to the well-known checkerboard titration used for the optimization of immunoassays. A well-known antibody against the FLAG peptide, clone M2, was used as a model system and the results were compared with other methods. This approach could be used in any case where a competitive assay is available or can be developed. The determination of an affinity constant should belong to the crucial parameters in any quality control of antibody-related products and assays and should be mandatory in papers using immunochemical protocols.
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  • 文章类型: Journal Article
    HIV-1整合到人类基因组中依赖于病毒DNA的3'-加工。最近,我们报道,细胞三总理修复外切酶1(TREX1)通过降解未加工的病毒DNA增强HIV-1整合,而整合胜任的3'处理的DNA仍然具有抗性。这里,我们描述了3'处理的HIV-1DNA抵抗TREX1介导的降解的机制。我们的动力学研究表明,通过TREX1,3'处理的DNA的切割速率(kcat)显着低于未处理的HIV-1DNA(约2-2.5倍)。处理过的U5和U3DNA底物的人TREX1的kcat值分别为3.8s-1和4.5s-1。相比之下,未处理的U5和U3基板分别在10.2s-1和9.8s-1下断裂。3'处理的DNA(U5-70.2和U3-28.05pM-1s-1)的降解效率(kcat/Km)也显着低于未处理的DNA(U5-103.1和U3-65.3pM-1s-1)。此外,与未加工的DNA相比,TREX1的结合亲和力(Kd)对3'处理的DNA显著较低(~2倍)。分子对接和动力学研究揭示了TREX1与3'处理和未处理的HIV-1DNA的不同构象结合模式。特别是,未加工的DNA有利地位于活性位点,与TREX1的催化残基发生极性相互作用。此外,与3'处理的DNA相比,TREX1和未加工的DNA之间形成了稳定的复合物。这些结果确定了TREX1优先降解整合能力不足的HIV-1DNA的机制,并揭示了整合能力3'处理的HIV-1DNA的独特结构和构象特性。
    HIV-1 integration into the human genome is dependent on 3\'-processing of the viral DNA. Recently, we reported that the cellular Three Prime Repair Exonuclease 1 (TREX1) enhances HIV-1 integration by degrading the unprocessed viral DNA, while the integration-competent 3\'-processed DNA remained resistant. Here, we describe the mechanism by which the 3\'-processed HIV-1 DNA resists TREX1-mediated degradation. Our kinetic studies revealed that the rate of cleavage (kcat) of the 3\'-processed DNA was significantly lower (approximately 2-2.5-fold) than the unprocessed HIV-1 DNA by TREX1. The kcat values of human TREX1 for the processed U5 and U3 DNA substrates were 3.8 s-1 and 4.5 s-1, respectively. In contrast, the unprocessed U5 and U3 substrates were cleaved at 10.2 s-1 and 9.8 s-1, respectively. The efficiency of degradation (kcat/Km) of the 3\'-processed DNA (U5-70.2 and U3-28.05 pM-1s-1) was also significantly lower than the unprocessed DNA (U5-103.1 and U3-65.3 pM-1s-1). Furthermore, the binding affinity (Kd) of TREX1 was markedly lower (∼2-fold) for the 3\'-processed DNA than the unprocessed DNA. Molecular docking and dynamics studies revealed distinct conformational binding modes of TREX1 with the 3\'-processed and unprocessed HIV-1 DNA. Particularly, the unprocessed DNA was favorably positioned in the active site with polar interactions with the catalytic residues of TREX1. Additionally, a stable complex was formed between TREX1 and the unprocessed DNA compared the 3\'-processed DNA. These results pinpoint the mechanism by which TREX1 preferentially degrades the integration-incompetent HIV-1 DNA and reveal the unique structural and conformational properties of the integration-competent 3\'-processed HIV-1 DNA.
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  • 文章类型: Journal Article
    由于药物化合物对人体健康的有害影响,药物污染已引起人们的广泛关注。即使是微量的。阿莫西林是经常使用的抗生素之一,被列入新出现的水污染物清单。因此,需要一种高度选择性和快速的阿莫西林检测技术。在这项工作中,为阿莫西林选择了一种新的适体,并用于开发无标记的电化学适体。通过指数富集使用配体的系统进化进行适体选择。选择的适体对其他抗生素表现出良好的特异性,包括结构相关的抗生素:氨苄青霉素和环丙沙星。在选定的适体中,Amx3表现出112.9nM的最低解离常数值。通过自组装将巯基化的Amx3适体固定到金丝网印刷电极上,开发了一种适体,用循环伏安法和电化学阻抗谱对其进行了表征。通过监测aptasensor与阿莫西林结合后,铁/铁氰化物氧化还原对中差分脉冲伏安峰值电流的变化来实现检测。aptasensor显示出非常好的灵敏度,超低的检测限为0.097nM。当使用实际加标牛奶样品测试aptasensor时,观察到优异的回收率。本文开发的无标记电化学传感器是用于环境样品中阿莫西林的选择性和灵敏检测的有前途的工具。
    Pharmaceutical pollution has received considerable attention because of the harmful effects of pharmaceutical compounds on human health, even in trace amounts. Amoxicillin is one of the frequently used antibiotics that was included in the list of emerging water pollutants. Therefore, a highly selective and rapid technique for amoxicillin detection is required. In this work, a new aptamer was selected for amoxicillin and utilized for the development of a label-free electrochemical aptasensor. Aptamer selection was performed using the systematic evolution of ligands by exponential enrichment. The selected aptamer showed good specificity against other antibiotics, including the structurally related antibiotics: ampicillin and ciprofloxacin. Among the selected aptamers, Amx3 exhibited the lowest dissociation constant value of 112.9 nM. An aptasensor was developed by immobilization of thiolated Amx3 aptamer onto gold screen-printed electrodes via self-assembly, which was characterized using cyclic voltammetry and electrochemical impedance spectroscopy. The detection was realized by monitoring the change in the differential pulse voltammetry peak current in the ferro/ferricyanide redox couple upon binding of the aptasensor to amoxicillin. The aptasensor showed very good sensitivity with an ultralow limit of detection of 0.097 nM. When the aptasensor was tested using actual spiked milk samples, excellent recovery percentages were observed. The label-free electrochemical aptasensor developed herein is a promising tool for the selective and sensitive detection of amoxicillin in environmental samples.
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  • 文章类型: Journal Article
    现代药物发现围绕设计靶向所选生物分子的配体,典型的蛋白质。为此,评估推定配体的亲和力是至关重要的。这产生了大量的专用计算和实验方法,这些方法正在不断开发和改进。
    在这篇评论中,作者重新评估了蛋白质-小分子亲和力测定方法的行业支柱和最新趋势。他们讨论了计算亲和力预测和实验技术,描述他们的基本原理,主要限制,和优势。一起,这是目前在合理药物设计中采用的最流行和前沿的配体结合试验的初始指南.
    亲和力测定方法继续向小型化发展,高通量,和细胞内应用。此外,数据分析工具的可用性一直在不断增加。然而,使用至少两种不同的技术对数据进行交叉验证和仔细的结果解释仍然至关重要。
    UNASSIGNED: Modern drug discovery revolves around designing ligands that target the chosen biomolecule, typically proteins. For this, the evaluation of affinities of putative ligands is crucial. This has given rise to a multitude of dedicated computational and experimental methods that are constantly being developed and improved.
    UNASSIGNED: In this review, the authors reassess both the industry mainstays and the newest trends among the methods for protein - small-molecule affinity determination. They discuss both computational affinity predictions and experimental techniques, describing their basic principles, main limitations, and advantages. Together, this serves as initial guide to the currently most popular and cutting-edge ligand-binding assays employed in rational drug design.
    UNASSIGNED: The affinity determination methods continue to develop toward miniaturization, high-throughput, and in-cell application. Moreover, the availability of data analysis tools has been constantly increasing. Nevertheless, cross-verification of data using at least two different techniques and careful result interpretation remain of utmost importance.
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  • 文章类型: Journal Article
    辛醇/水分配系数P(logP)是疏水性指数,并且是口服给药物质的药代动力学的决定因素之一,因为它影响膜通透性。为了说明化学领域中各种各样的化合物,一个由25块组成的二维数据图以前是基于一种物质的计算机化学描述符提出的。使用反相液相色谱中的保留时间,通过实验估算了大约200种不同化学物质(涵盖化学空间的所有25个区块的测试和参考化合物)的logP值;将这些值与具有已确定logP值的真实参考化合物的值进行了比较(可用于经济合作与发展组织测试指南117中的60种参考物质中的17种)。使用四种不同的流动相条件(分子形式的pH为2、4、7和10)成功估计的165种化学物质中的140种的logP值与使用计算机模拟包装ChemDraw和ACD/Percepta计算的logP值显着相关(r>0.72)。尽管在化学空间中与真实化合物相邻的物质具有通过实验和计算机模拟估算的精确相关的logP值,一些与真实物质相距较远的化合物的logP值低于计算机估算的logP值.这些结果表明,具有更广泛的化学多样性的其他真实参考材料及其来自反相液相色谱的logP值应该包括在国际测试指南中,以促进辛醇/水分配系数的简单可靠估计。这是一般化学品药代动力学的重要决定因素。
    The octanol/water partition coefficient P (logP) is a hydrophobicity index and is one of the determining factors for the pharmacokinetics of orally administered substances because it influences membrane permeability. To illustrate the wide-ranging variety of compounds in the chemical space, a two-dimensional data plot consisting of 25 blocks was previously proposed based on a substance\'s in silico chemical descriptors. The logP values of approximately 200 diverse chemicals (test plus reference compounds covering all 25 blocks of the chemical space) were estimated experimentally using retention times in reverse-phase liquid chromatography; these values were compared with those of authentic reference compounds with established logP values (available for 17 of 60 reference substances in the Organization for Economic Co-operation and Development Test Guideline 117). The logP values of 140 of 165 chemicals successfully estimated using four different mobile phase conditions (pH 2, 4, 7, and 10 for molecular forms) correlated significantly with those calculated using the in silico packages ChemDraw and ACD/Percepta (r > 0.72). Although substances that neighbored authentic compounds in the chemical space had precisely correlated logP values estimated experimentally and in silico, some compounds that were more distant from authentic substances showed lower logP values than those estimated in silico. These results indicate that additional authentic reference materials with wider ranging chemical diversity and their logP values from reverse-phase liquid chromatography should be included in the international test guidance to promote simple and reliable estimation of octanol/water partition coefficients, which are important determinant factors for the pharmacokinetics of general chemicals.
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  • 文章类型: Journal Article
    掌握跨人类细胞膜的选择性分子运输对医疗保健生物技术提出了巨大的挑战,同时为药物输送提供了突破的前景。基因治疗,和诊断成像。霍乱毒素B亚基(CTB)具有成为这些应用有用的货物转运蛋白的潜力。CTB是一种强大的蛋白质,适合于多种应用的重新设计;然而,蛋白质重新设计主要集中在蛋白质的N和C末端的修饰上。充分利用合理的重新设计需要详细了解表面残基对蛋白质稳定性和结合活性的贡献。这里,我们对CTB的58个表面残基进行了基于Rosetta的计算饱和扫描,包括GM1结合位点,分析配体结合和无配体的结构,以破译对蛋白质稳定性和GM1亲和力的突变影响。差示扫描荧光法和等温滴定量热法的补充实验结果为这些位置之间的40个丙氨酸突变体提供了解链温度和GM1结合亲和力。结果表明,CTB可以适应不同的突变,同时保持其稳定性和配体结合亲和力。这些突变可能允许寡糖结合特异性的修饰,以改变其细胞靶向,改变B亚基的细胞内路由,或通过改变蛋白质稳定性影响其保质期和体内半衰期。我们预计这里呈现的突变空间图将作为未来CTB重新设计的基石,为创新生物技术工具的发展铺平道路。
    Mastering selective molecule trafficking across human cell membranes poses a formidable challenge in healthcare biotechnology while offering the prospect of breakthroughs in drug delivery, gene therapy, and diagnostic imaging. The cholera toxin B-subunit (CTB) has the potential to be a useful cargo transporter for these applications. CTB is a robust protein that is amenable to reengineering for diverse applications; however, protein redesign has mostly focused on modifications of the N- and C-termini of the protein. Exploiting the full power of rational redesign requires a detailed understanding of the contributions of the surface residues to protein stability and binding activity. Here, we employed Rosetta-based computational saturation scans on 58 surface residues of CTB, including the GM1 binding site, to analyze both ligand-bound and ligand-free structures to decipher mutational effects on protein stability and GM1 affinity. Complimentary experimental results from differential scanning fluorimetry and isothermal titration calorimetry provided melting temperatures and GM1 binding affinities for 40 alanine mutants among these positions. The results showed that CTB can accommodate diverse mutations while maintaining its stability and ligand binding affinity. These mutations could potentially allow modification of the oligosaccharide binding specificity to change its cellular targeting, alter the B-subunit intracellular routing, or impact its shelf-life and in vivo half-life through changes to protein stability. We anticipate that the mutational space maps presented here will serve as a cornerstone for future CTB redesigns, paving the way for the development of innovative biotechnological tools.
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  • 文章类型: Journal Article
    肽聚糖生物合成途径在细菌细胞中起着至关重要的作用,并促进肽聚糖层的形成,细菌细胞壁的基本结构成分。该途径中的酶是抗生素开发的候选酶,因为大多数没有哺乳动物同源物。肽聚糖途径细胞质步骤中的UDP-N-乙酰葡糖胺(UNAG)烯醇丙酮酸转移酶(MurA)负责磷酸烯醇丙酮酸(PEP)-UNAG催化反应,形成UNAG烯醇丙酮酸和无机磷酸盐。据报道,UDP-N-乙酰胞壁酸(UNAM)与MurA紧密结合,形成休眠的UNAM-PEP-MurA复合物,并充当MurA反馈抑制剂。MurA抑制剂很复杂,由于与PEP的竞争性结合相互作用,UNAM,和UNAG在MurA活动场所。我们使用计算方法来探索UNAM和UNAG结合。UNAM与Arg120和Arg91残基表现出更强的氢键相互作用,这有助于稳定MurA的封闭构象,比UNAG。使用终点计算方法的结合自由能计算表明,UNAM具有比UNAG更高的结合亲和力,当PEP连接到Cys115时。解除绑定的过程,用τ-随机加速分子动力学模拟,表明UNAM的相对停留时间比UNAG长,这与几种复杂的解离途径有关,每个都有多个中间亚稳态。这防止环打开和暴露Arg120残基以容纳UNAG和潜在的新配体。此外,我们证明了Cys115连接的PEP在闭环稳定中的重要性.我们为评估新型UNAM类似物作为潜在的MurA抑制剂提供了基础。公众意义:MurA是参与细菌细胞壁生物合成的关键酶,并参与抗生素抗性的发展。与天然底物相比,UNAM可以在靶蛋白的活性位点上保留一段延长的时间,UNAG.这种被称为“休眠复合物”的高度稳定复合物的长期相互作用包括UNAM-PEP-MurA,并提供了对抗生素开发的见解,提供针对耐药细菌的潜在选择,并提高我们对微生物生物学的理解。
    The peptidoglycan biosynthesis pathway plays a vital role in bacterial cells, and facilitates peptidoglycan layer formation, a fundamental structural component of the bacterial cell wall. The enzymes in this pathway are candidates for antibiotic development, as most do not have mammalian homologues. The UDP-N-acetylglucosamine (UNAG) enolpyruvyl transferase enzyme (MurA) in the peptidoglycan pathway cytoplasmic step is responsible for the phosphoenolpyruvate (PEP)-UNAG catalytic reaction, forming UNAG enolpyruvate and inorganic phosphate. Reportedly, UDP-N-acetylmuramic acid (UNAM) binds tightly to MurA forming a dormant UNAM-PEP-MurA complex and acting as a MurA feedback inhibitor. MurA inhibitors are complex, owing to competitive binding interactions with PEP, UNAM, and UNAG at the MurA active site. We used computational methods to explore UNAM and UNAG binding. UNAM showed stronger hydrogen-bond interactions with the Arg120 and Arg91 residues, which help to stabilize the closed conformation of MurA, than UNAG. Binding free energy calculations using end-point computational methods showed that UNAM has a higher binding affinity than UNAG, when PEP is attached to Cys115. The unbinding process, simulated using τ-random acceleration molecular dynamics, showed that UNAM has a longer relative residence time than UNAG, which is related to several complex dissociation pathways, each with multiple intermediate metastable states. This prevents the loop from opening and exposing the Arg120 residue to accommodate UNAG and potential new ligands. Moreover, we demonstrate the importance of Cys115-linked PEP in closed-state loop stabilization. We provide a basis for evaluating novel UNAM analogues as potential MurA inhibitors. PUBLIC SIGNIFICANCE: MurA is a critical enzyme involved in bacterial cell wall biosynthesis and is involved in antibiotic resistance development. UNAM can remain in the target protein\'s active site for an extended time compared to its natural substrate, UNAG. The prolonged interaction of this highly stable complex known as the \'dormant complex\' comprises UNAM-PEP-MurA and offers insights into antibiotic development, providing potential options against drug-resistant bacteria and advancing our understanding of microbial biology.
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  • 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
    艰难梭菌,革兰氏阳性厌氧菌,是医院感染的最常见原因之一。艰难梭菌感染(CDI)在美国每年导致近50万例感染和大约30,000例死亡。广谱抗细菌的使用是复发性CDI发展的强烈风险因素。对于具有限于艰难梭菌的活性的窄谱抗菌剂存在迫切需求。艰难梭菌烯酰-酰基载体蛋白(ACP)还原酶II酶(CdFabK),生物体脂肪酸生物合成途径(FAS-2)中的一种必需和限速酶,是窄谱CDI治疗剂的有吸引力的靶标,因为它不存在于许多非致病性肠道生物体中。我们以前已经表征了CdFabK酶的抑制剂具有窄谱抗艰难菌活性和良好的体内功效,ADME,和低生态失调。为了扩大我们对CdFabK抑制的结构要求的认识,我们寻求用新型化学支架鉴定新的抑制剂。在这里,我们提出了基于差示扫描荧光分析原理的热FMN生物物理测定的优化,或热移位,利用FabK酶的FMN辅基的荧光信号。通过对基于10K多样性的化学文库进行初步测试来验证优化的测定,并鉴定和生化表征新型支架命中化合物。此外,我们表明,热-FMN测定可用于确定热力学解离常数,Kd,CdFabK抑制剂。
    Clostridioides difficile, a gram-positive anaerobic bacterium, is one of the most frequent causes of nosocomial infections. C. difficile infection (CDI) results in almost a half a million infections and approximately 30,000 deaths in the U.S. each year. Broad-spectrum antibacterial use is a strong risk factor for development of recurring CDI. There is a critical need for narrow-spectrum antibacterials with activity limited to C. difficile. The C. difficile enoyl-acyl carrier protein (ACP) reductase II enzyme (CdFabK), an essential and rate-limiting enzyme in the organism\'s fatty acid biosynthesis pathway (FAS-2), is an attractive target for narrow-spectrum CDI therapeutics as it is not present in many of the non-pathogenic gut organisms. We have previously characterized inhibitors of the CdFabK enzyme with narrow-spectrum anti-difficile activity and favorable in vivo efficacy, ADME, and low dysbiosis. To expand our knowledge of the structural requirements for CdFabK inhibition, we seek to identify new inhibitors with novel chemical scaffolds. Herein we present the optimization of a thermo-FMN biophysical assay based on the principles of differential scanning fluorimetry, or thermal shift, which leverages the fluorescence signal of the FabK enzyme\'s FMN prosthetic group. The optimized assay was validated by pilot testing a 10K diversity-based chemical library and novel scaffold hit compounds were identified and biochemically characterized. Additionally, we show that the thermo-FMN assay can be used to determine the thermodynamic dissociation constant, Kd, of CdFabK inhibitors.
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  • 文章类型: Journal Article
    预测抑制剂的效力是对有希望的合成或天然化合物进行计算机筛选的关键。在这里,我们描述了一个提供计算抑制值的预测工作流程,这与经验数据非常吻合。使用YASARA插件FoldX计算自由相互作用能ΔG,从蛋白酶-抑制剂复合物的PDB坐标得出抑制常数Ki。同时,从PRODIGY服务器获得相应的KD值。这些结果与实验值相关性很好,特别是丝氨酸蛋白酶。此外,对半胱氨酸和天冬氨酸蛋白酶的抑制复合物进行了分析,以及金属蛋白酶,由此PRODIGY数据似乎更加一致。根据我们的分析,我们计算了胰蛋白酶与向日葵胰蛋白酶抑制剂(SFTI-1)变体的理论Ki值,产生了更严格的Pro14变体,可能比野生型抑制剂更高的效力。此外,具有Arg1和Trp3的水蛭素变体是具有高效力的新型凝血酶抑制剂的有希望的基础。来自抗体相互作用和癌症相关的效应子受体系统的进一步实例表明,我们的方法适用于蛋白酶领域以外的蛋白质相互作用研究。
    Predicting the potency of inhibitors is key to in silico screening of promising synthetic or natural compounds. Here we describe a predictive workflow that provides calculated inhibitory values, which concord well with empirical data. Calculations of the free interaction energy ΔG with the YASARA plugin FoldX were used to derive inhibition constants Ki from PDB coordinates of protease-inhibitor complexes. At the same time, corresponding KD values were obtained from the PRODIGY server. These results correlated well with the experimental values, particularly for serine proteases. In addition, analyses were performed for inhibitory complexes of cysteine and aspartic proteases, as well as of metalloproteases, whereby the PRODIGY data appeared to be more consistent. Based on our analyses, we calculated theoretical Ki values for trypsin with sunflower trypsin inhibitor (SFTI-1) variants, which yielded the more rigid Pro14 variant, with probably higher potency than the wild-type inhibitor. Moreover, a hirudin variant with an Arg1 and Trp3 is a promising basis for novel thrombin inhibitors with high potency. Further examples from antibody interaction and a cancer-related effector-receptor system demonstrate that our approach is applicable to protein interaction studies beyond the protease field.
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