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A semiempirical and machine learning approach for fragment-based structural analysis of non-hydroxamate HDAC3 inhibitors 半经验和机器学习方法用于非羟酸酯类HDAC3抑制剂的片段结构分析
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-15 DOI: 10.1016/j.bpc.2025.107409
Sk. Abdul Amin , Lucia Sessa , Rajdip Tarafdar , Shovanlal Gayen , Stefano Piotto
Interest in HDAC3 inhibitors (HDAC3i) for pharmacological applications outside of cancer is growing. However, concerns regarding the possible mutagenicity of the commonly used hydroxamates (zinc-binding groups, ZBGs) are also increasing. Considering these concerns, non-hydroxamate ZBGs offer a promising alternative for the development of non-mutagenic HDAC3 inhibitors. Unfortunately, the quantum chemical space of non-hydroxamates has not been studied in detail. This study has three primary goals: (i) to perform semiempirical quantum chemical calculations, examining AM-1 model parameters relevant to zinc binding, (ii) to develop supervised mathematical learning models to train a diverse set of non-hydroxamate-based HDAC3i, and (iii) to apply fragment-based approaches to identify sub-structural fragments (fingerprints) that promote or hinder HDAC3 inhibitory activity through classification-based QSARs. In addition, flexible molecular docking analysis, 200 ns MD simulation, and free energy landscape (FEL) analysis further established the importance of identified fingerprints in the modulation of HDAC3 inhibitory activity. This comprehensive analysis of structural variations among non-hydroxamate HDAC3i provides valuable insights, contributing to the design of potential non-mutagenic HDAC3i.
对HDAC3抑制剂(HDAC3i)在癌症以外的药理应用的兴趣正在增长。然而,对常用羟酸盐(锌结合基团,zbg)可能的致突变性的担忧也在增加。考虑到这些问题,非羟化ZBGs为开发非致突变性HDAC3抑制剂提供了一个有希望的选择。遗憾的是,非羟基酸盐的量子化学空间尚未得到详细的研究。本研究有三个主要目标:(i)进行半经验量子化学计算,检查与锌结合相关的AM-1模型参数,(ii)开发有监督的数学学习模型,以训练一组不同的非羟酸盐基HDAC3i, (iii)应用基于片段的方法,通过基于分类的qsar识别促进或阻碍HDAC3抑制活性的亚结构片段(指纹)。此外,柔性分子对接分析、200 ns MD模拟和自由能景观(FEL)分析进一步证实了鉴定指纹在HDAC3抑制活性调节中的重要性。这种对非羟化HDAC3i结构变化的全面分析提供了有价值的见解,有助于设计潜在的非致突变性HDAC3i。
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引用次数: 0
Unbiased clustering of residues undergoing synchronous motions in proteins using NMR spin relaxation data 利用核磁共振自旋弛豫数据研究蛋白质中同步运动残基的无偏聚类
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-15 DOI: 10.1016/j.bpc.2025.107411
V.S. Manu , Giuseppe Melacini , Evgenii L. Kovrigin , J. Patrick Loria , Gianluigi Veglia
Biological macromolecules are dynamic entities that transition between various conformational states, often playing a vital role in biological functions. Their inherent flexibility spans a broad range of timescales. Motions occurring within the microsecond to millisecond range are especially important, as they are integral to processes such as enzyme catalysis, folding, ligand binding, and allostery. NMR Carr-Purcell-Meiboom-Gill (CPMG) relaxation dispersion measurements are the preferred method for characterizing macromolecular motions at atomic resolution. However, it is still uncertain whether the functional motions of multiple residues in macromolecules need to be coordinated and/or synchronized within the protein matrix in order to perform the desired function. Here, we illustrate an unbiased method to analyze NMR relaxation dispersion and identify dynamic clusters of residues that fluctuate on similar timescales within proteins. The method requires relaxation dispersion data for backbone amides or side-chain methyl groups, which are globally fitted using the Bloch-McConnell equations for each pair of residues. The goodness of the pairwise fitting serves as a metric to construct two-dimensional synchronous dynamics (SyncDyn) maps, allowing us to identify residue clusters whose dynamics are influenced by ligand binding. We applied our method to the catalytic subunit of the cAMP-dependent protein kinase A (PKAC) and the T17A mutant of ribonuclease A (RNAse A). The SyncDyn maps for PKA-C showed distinct clusters of residues located in critical allosteric sites. Nucleotide binding activates the movement of residues at the interface between the two lobes and also those distal to the active site. In the case of RNAse A, the SyncDyn maps show that residues fluctuating with the same time scale are interspersed in both lobes of the enzyme. Overall, our approach eliminates arbitrary manual selection of residues for dynamic clustering and objectively identifies all possible residue pairs that fluctuate synchronously, i.e. on the same timescale.
生物大分子是在不同构象状态之间转换的动态实体,在生物功能中起着至关重要的作用。它们固有的灵活性跨越了广泛的时间尺度。发生在微秒到毫秒范围内的运动尤为重要,因为它们是酶催化、折叠、配体结合和变构等过程的组成部分。核磁共振carr - purcell - meiboomm - gill (CPMG)弛豫色散测量是原子分辨率表征大分子运动的首选方法。然而,目前尚不清楚大分子中多个残基的功能运动是否需要在蛋白质基质内协调和/或同步才能发挥预期的功能。在这里,我们展示了一种无偏的方法来分析核磁共振弛豫色散和识别在蛋白质内类似时间尺度上波动的动态残基簇。该方法需要主链酰胺或侧链甲基的弛豫色散数据,这些数据使用Bloch-McConnell方程对每对残基进行全局拟合。两两拟合的优度可作为构建二维同步动力学(SyncDyn)图的度量,使我们能够识别其动力学受配体结合影响的残基簇。我们将该方法应用于camp依赖性蛋白激酶A (PKAC)的催化亚基和核糖核酸酶A (RNAse A)的T17A突变体。PKA-C的SyncDyn图谱显示了位于关键变构位点的不同残基簇。核苷酸结合激活两个裂片交界面的残基运动,也激活活性位点远端的残基运动。以RNAse A为例,SyncDyn图谱显示,以相同时间尺度波动的残基散布在酶的两个裂片中。总的来说,我们的方法消除了动态聚类残基的任意手动选择,并客观地识别了所有可能同步波动的残基对,即在同一时间尺度上。
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引用次数: 0
Targeting human prostaglandin reductase 1 with Licochalcone A: Insights from molecular dynamics and covalent docking studies 甘草查尔酮A靶向人前列腺素还原酶1:来自分子动力学和共价对接研究的见解
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-14 DOI: 10.1016/j.bpc.2025.107410
Sara Abigail Ramírez-Cortés , Adrián Durán-Vargas , Jesús Antonio Rauda-Ceja , Paola Mendoza-Espinosa , Luis Fernando Cofas-Vargas , Armando Cruz-Rangel , Julio Isael Pérez-Carreón , Enrique García-Hernández
Prostaglandin reductase 1 (PTGR1) is an NADPH-dependent enzyme critical to eicosanoid metabolism. Its elevated expression in malignant tumors often correlates with poor prognosis due to its role in protecting cells against reactive oxygen species. This study explores the inhibitory potential of licochalcone A, a flavonoid derived from Xinjiang licorice root, on human PTGR1. Using molecular dynamics simulations, we mapped the enzyme's conformational landscape, revealing a low-energy, rigid-body-like movement of the catalytic domain relative to the nucleotide-binding domain that governs PTGR1's transition between open and closed states. Simulations of NADPH-depleted dimer and NADPH-bound monomer highlighted the critical role of intersubunit interactions and coenzyme binding in defining PTGR1's conformational landscape, offering a deeper understanding of its functional adaptability as a holo-homodimer. Covalent docking, informed by prior chemoproteomic cross-linking data, revealed a highly favorable binding pose for licochalcone A at the NADPH-binding site. This pose aligned with a transient noncovalent binding pose inferred from solvent site-guided molecular docking, emphasizing the stereochemical complementarity of the coenzyme-binding site to licochalcone A. Sequence analysis across PTGR1 orthologs in vertebrates and exploration of 3D structures of human NADPH-binding proteins further underscore the potential of the coenzyme-binding site as a scaffold for developing PTGR1-specific inhibitors, positioning licochalcone A as a promising lead compound.
前列腺素还原酶1 (PTGR1)是一种nadph依赖性酶,对类二十烷酸代谢至关重要。它在恶性肿瘤中的高表达往往与不良预后相关,因为它具有保护细胞免受活性氧的作用。本研究探讨了新疆甘草根类黄酮licochalcone A对人PTGR1的抑制作用。利用分子动力学模拟,我们绘制了酶的构象图,揭示了催化结构域相对于控制PTGR1在开放和封闭状态之间转变的核苷酸结合结构域的低能,刚体状运动。对nadph缺失二聚体和nadph结合单体的模拟强调了亚基间相互作用和辅酶结合在定义PTGR1构象景观中的关键作用,为其作为全同源二聚体的功能适应性提供了更深入的理解。根据先前的化学蛋白质组交联数据,共价对接揭示了nadph结合位点上低查尔酮a的高度有利结合姿态。该位姿与溶剂位点引导的分子对接推断出的瞬时非共价结合位姿一致,强调了辅酶结合位点与licochalcone a的立体化学互补性。脊椎动物PTGR1同源物的序列分析和人类nadph结合蛋白的3D结构探索进一步强调了辅酶结合位点作为开发PTGR1特异性抑制剂的支架的潜力。将低查尔酮A定位为有前途的先导化合物。
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引用次数: 0
Effect of ergosterol or cholesterol on the morphology and dynamics of the POPC/sphingomyelin bilayer 麦角甾醇或胆固醇对POPC/鞘磷脂双分子层形态和动力学的影响
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-12 DOI: 10.1016/j.bpc.2025.107408
Fernando Favela-Rosales , Jorge Hernández-Cobos , Arturo Galván-Hernández , Omar Hernández-Villanueva , Iván Ortega-Blake
Phase segregation and domain formation in cell membranes and model lipid bilayers have become a relevant topic in the last decades due to their role in important cell functions such as signaling and molecule-membrane interactions. To date, the most accepted explanation for the formation of these domains in mammalian cells is that cholesterol-enriched sphingomyelin patches of membrane form because of the preferential interaction between them. However, detailed information on molecular interactions within cholesterol-containing bilayers and their comparison with other sterol-containing bilayers, such as those containing ergosterol, is needed to understand the role these molecules have. Recent experimental findings have shown sterol-dependent differences in the morphology of supported lipid bilayers, but the molecular basis for these differences remains unclear. This work provides a molecular explanation for these differences using atomistic Molecular Dynamics simulations of lipid bilayers composed of 1-palmitoyl-2-oleoyl-glycero-3-phosphocholine (POPC) and N-palmitoyl-D-erythro-sphingosylphosphorylcholine (PSM) with 20 mol% of cholesterol or ergosterol. Atomic force microscopy was used to validate the simulation. The simulation ran for 11 μs and revealed that both sterols affect the morphology of the membrane. Key findings include: ergosterol induces greater order in PSM domains compared to cholesterol, lipid diffusion constants are lower in ergosterol-containing membranes, sterol flip-flop rates are significantly reduced in ergosterol-containing membranes and ergosterol leads to greater PSM-sterol enrichment. These molecular-level differences provide insight into the experimentally observed variations in domain formation and membrane properties between cholesterol and ergosterol-containing bilayers. Our findings contribute to the understanding of sterol-specific effects on membrane organization and dynamics, with potential implications for cellular processes and drug interactions in different organisms.

Statement of significance

This study advances our understanding of how different sterols influence membrane properties through molecular dynamics simulations of three-component lipid membranes. Specifically, we investigate the effects of two major sterols: ergosterol, predominantly found in plants and fungi, and cholesterol, characteristic of mammalian cells. While extensive research has elucidated cholesterol's impact on lipid bilayers, studies on ergosterol's effects are comparatively limited. Our work provides a comprehensive comparison of these sterols, highlighting their similarities and differences. These insights not only enhance our knowledge of cell membrane structure and function, but also contribute to our understanding of selective drug permeability across membranes. This research has potential implications for both fundamental cell biology and pharmaceutical applications.
在过去的几十年里,细胞膜和模型脂质双层中的相分离和结构域形成已经成为一个相关的话题,因为它们在重要的细胞功能中起着重要的作用,如信号传导和分子-膜相互作用。迄今为止,对这些结构域在哺乳动物细胞中形成的最被接受的解释是,由于它们之间的优先相互作用,膜上富含胆固醇的鞘磷脂斑块形成。然而,要了解这些分子的作用,需要了解含胆固醇双分子层内部分子相互作用的详细信息,以及它们与其他含胆固醇双分子层(如含麦角甾醇的双分子层)的比较。最近的实验发现显示了甾醇依赖性的脂质双分子层形态差异,但这些差异的分子基础尚不清楚。本研究利用原子分子动力学模拟了由1-棕榈酰-2-油酰-甘油-3-磷酸胆碱(POPC)和n -棕榈酰- d -红-鞘酰基磷酸胆碱(PSM)与20 mol%的胆固醇或麦角甾醇组成的脂质双分子层,为这些差异提供了分子解释。采用原子力显微镜对模拟结果进行验证。模拟时间为11 μs,结果表明这两种甾醇都会影响膜的形态。主要发现包括:与胆固醇相比,麦角甾醇诱导PSM结构域的有序性更高,含麦角甾醇膜中的脂质扩散常数更低,含麦角甾醇膜中的甾醇转换率显著降低,麦角甾醇导致更大的PSM-甾醇富集。这些分子水平上的差异提供了对实验观察到的胆固醇和麦角甾醇双分子层之间结构域形成和膜性质的变化的见解。我们的发现有助于理解甾醇对膜组织和动力学的特异性作用,对不同生物体的细胞过程和药物相互作用具有潜在的影响。本研究通过对三组分脂质膜的分子动力学模拟,加深了我们对不同甾醇如何影响膜性质的理解。具体来说,我们研究了两种主要甾醇的作用:麦角甾醇,主要存在于植物和真菌中,以及胆固醇,哺乳动物细胞的特征。虽然广泛的研究已经阐明了胆固醇对脂质双分子层的影响,但对麦角甾醇作用的研究相对有限。我们的工作提供了这些固醇的全面比较,突出他们的异同。这些发现不仅增强了我们对细胞膜结构和功能的认识,而且有助于我们对药物选择性跨膜渗透的理解。这项研究对基础细胞生物学和药物应用都有潜在的意义。
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引用次数: 0
Bilirubin nanotechnology: An innovative approach in biomedicine 胆红素纳米技术:生物医学的创新途径
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-12 DOI: 10.1016/j.bpc.2025.107412
Alexander S. Tatikolov , Pavel G. Pronkin , Ina G. Panova
Bilirubin, a product of heme catabolism, is toxic at elevated concentrations (>250–300 μM in blood serum), whereas at therapeutic concentrations (∼20–200 μM) exerts potent antioxidant, anti-inflammatory, immunomodulatory, cytoprotective and neuroprotective effects. Despite the therapeutic potential, its use in clinical practice is hampered by poor aqueous solubility, instability, and rapid metabolism. Nanotechnology overcomes these limitations and additionally imparts to bilirubin the advantages characteristic of nanopreparations: targeted action on the desired organ/tissue, increased therapeutic efficacy by delaying drug elimination from the body, improved transportation over biological barriers, the ability to combine therapeutic and diagnostic properties in a single agent. The review analyses the chemical synthesis, therapeutic mechanisms, and preclinical applications of nanosystems comprising bilirubin. In particular, nanostructures obtained by the covalent binding of bilirubin to macromolecules, bilirubin encapsulation in nanocarriers, bilirubin conjugation with metal nanoparticles and nanofunctionalization of inorganic compounds are considered; the data on the therapeutic trials of nanobilirubin are summarized. While studies on animal models and in vitro systems demonstrate improved biodistribution, reduced toxicity, and enhanced efficacy, no clinical trials to date have validated nanobilirubin formulations. Key barriers may include unresolved challenges in scalable synthesis, long-term biocompatibility, reproducible dosing of nanoformulations. Hence, further development of nanotherapeutic bilirubin agents for clinical practice is urgent.
胆红素是血红素分解代谢的产物,在高浓度(250-300 μM)时具有毒性,而在治疗浓度(~ 20-200 μM)时具有有效的抗氧化、抗炎、免疫调节、细胞保护和神经保护作用。尽管具有治疗潜力,但其在临床实践中的应用受到水溶性差、不稳定性和快速代谢的阻碍。纳米技术克服了这些限制,并赋予胆红素纳米修复的优点:对所需器官/组织的靶向作用,通过延迟药物从体内消除而提高治疗效果,改善生物屏障的运输,在单一药物中结合治疗和诊断特性的能力。本文综述了胆红素纳米系统的化学合成、治疗机制和临床前应用。特别是,胆红素与大分子共价结合获得的纳米结构,胆红素在纳米载体中的包封,胆红素与金属纳米颗粒的结合以及无机化合物的纳米功能化被考虑;综述了纳米胆红素的治疗试验资料。虽然对动物模型和体外系统的研究表明,纳米胆红素配方改善了生物分布,降低了毒性,提高了疗效,但迄今为止还没有临床试验验证纳米胆红素配方。关键的障碍可能包括在可扩展合成、长期生物相容性、可重复给药纳米制剂方面尚未解决的挑战。因此,进一步开发纳米胆红素治疗药物用于临床实践迫在眉睫。
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引用次数: 0
On the thermal and chemical stability of DNAJB6b and its globular domains DNAJB6b及其球状结构域的热稳定性和化学稳定性
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-02-03 DOI: 10.1016/j.bpc.2025.107401
Celia Fricke , Jelica Milošević , Andreas Carlsson , Lars Boyens-Thiele , Marija Dubackic , Ulf Olsson , Alexander K. Buell , Sara Linse
The chaperone DNAJB6b (JB6) plays important roles in increasing amyloid protein solubility and inhibiting amyloid fibril formation, a causative factor for neurodegenerative diseases like Alzheimer's and Parkinson's disease. Insights into the biophysical properties of JB6, including its structure, self-assembly and stability towards denaturation, may enhance the understanding of the physicochemical basis of chaperone action. However, many of the biophysical properties of the chaperone remain elusive. Here, we investigated the structure and stability of JB6 and its domains towards thermal and chemical denaturation using Fourier transform infrared and circular dichroism spectroscopy to examine the thermodynamic properties. Both domains act as independent folding units. We find that the N-terminal domain (NTD) of JB6 is more stable than its C-terminal domain (CTD). Both domains are stabilized in the context of the full-length protein. The intact protein unfolds in a step-wise manner when subjected to a denaturing agent with the CTD unfolding at a lower denaturant concentration than the NTD. The combination of thermal and chemical denaturation followed by differential scanning fluorimetry revealed the enthalpy changes (22.6 and 26.4 kJ mol−1) and heat capacity changes (2.8 and 3.0 kJ/(mol*K)) upon denaturation of NTD alone and of NTD within the full-length protein, respectively. The understanding of JB6's biophysical properties complements the increasing amount of data on JB6's interactions with client proteins, paving the way for further investigation of the mechanism of its cellular function.
伴侣蛋白DNAJB6b (JB6)在增加淀粉样蛋白溶解度和抑制淀粉样蛋白原纤维形成方面发挥重要作用,淀粉样蛋白原纤维是阿尔茨海默病和帕金森病等神经退行性疾病的致病因素。深入了解JB6的生物物理性质,包括其结构、自组装和变性稳定性,可以增强对伴侣作用的物理化学基础的理解。然而,伴侣的许多生物物理特性仍然难以捉摸。本文采用傅里叶变换红外光谱和圆二色光谱研究了JB6的结构和稳定性,以及它的热变性和化学变性畴。这两个区域都是独立的折叠单元。我们发现JB6的n端结构域(NTD)比c端结构域(CTD)更稳定。这两个结构域在全长蛋白的环境下是稳定的。当CTD在比NTD更低的变性剂浓度下展开时,完整的蛋白质以逐步的方式展开。热变性和化学变性结合,差示扫描荧光法测定了NTD单独变性和全长蛋白内NTD变性时的焓变化(22.6和26.4 kJ mol−1)和热容变化(2.8和3.0 kJ/(mol*K))。对JB6生物物理特性的了解补充了JB6与客户蛋白相互作用的数据,为进一步研究其细胞功能机制铺平了道路。
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引用次数: 0
Discovery of the potential of cholesterol-lowering human CYP7 enzymes as biocatalysts for the production of C7 hydroxylated steroids 发现降低胆固醇的人类CYP7酶作为生产C7羟基化类固醇的生物催化剂的潜力
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-26 DOI: 10.1016/j.bpc.2025.107393
Yaraslau Dzichenka , Michail Shapira , Antos Sachanka , Tatsiana Cherkesova , Veronika Shchur , Ljubica Grbović , Ksenija Pavlović , Bojana Vasiljević , Marina Savić , Andrea Nikolić , Aleksandar Oklješa , Jovana Ajduković , Ivana Kuzminac , Aliaksei Yantsevich , Sergey Usanov , Suzana Jovanović-Šanta
Steroidal C7 alcohols and their esters are perspective agents in drug discovery. In addition, hydroxylation at C7 position could allow further modification of steroidal moiety. Such transformation is performed easily by the enzymes. Human steroid 7α-hydroxylases CYP7A1 and CYP7B1 are key enzymes taking part in the biotransformation of cholestanes, androstanes, pregnanes. In the article, we are focusing on the results of in vitro screening of a library of modified steroids toward CYP7 enzymes. A couple of compounds were found to express the affinity for binding to the enzymes, comparable with corresponding values for CYP7 natural ligands. Among them are 17-substituted androstane derivatives with N-containing pyridine ring and enone derivative of lithocholic acid, which bound by human CYP7A1, and D-seco and C16 oxime androstanes, which were identified as novel CYP7B1 ligands. Screening results revealed that both enzymes bind with high affinity a well-known drug abiraterone: in the case of CYP7A1 substrate-like binding mode was detected, with the formation of monohydroxylated product, while in case of CYP7B1 inhibitor-like binding was observed. Since CYP7 enzymes convert some of the studied compounds into their 7-hydroxy derivatives, potential of these enzymes as perspective regio- and stereoselective biocatalysts for obtaining C7 hydroxylated steroids could be assumed.
甾体C7醇及其酯类在药物发现中具有重要的应用前景。此外,C7位置的羟基化可以进一步修饰甾体片段。这种转化很容易由酶来完成。人类固醇7α-羟化酶CYP7A1和CYP7B1是参与胆甾烷、雄甾烷、孕甾烷生物转化的关键酶。在这篇文章中,我们关注的是针对CYP7酶的修饰类固醇文库的体外筛选结果。两个化合物被发现表达了与酶结合的亲和力,与CYP7天然配体的相应值相当。其中,含有n -吡啶环的17-取代雄烷衍生物和石胆酸烯酮衍生物与人CYP7A1结合,d -二雄烷和C16肟雄烷被鉴定为CYP7B1的新型配体。筛选结果显示,两种酶结合具有高亲和力的知名药物阿比特龙:在CYP7A1的情况下检测到底物样结合模式,并形成单羟基化产物,而在CYP7B1的情况下观察到抑制剂样结合。由于CYP7酶可将所研究的一些化合物转化为其7-羟基衍生物,因此可以假设这些酶具有作为获得C7羟基化类固醇的区域选择性和立体选择性生物催化剂的潜力。
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引用次数: 0
Molecular dynamics study on clustered DNA damage: AP sites on the same strand 聚类DNA损伤的分子动力学研究:同一链上的AP位点。
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-25 DOI: 10.1016/j.bpc.2025.107394
Kazushi Terakawa , Susumu Fujiwara , Tomoko Mizuguchi , Hiroaki Nakamura , Ken Akamatsu , Naoya Shikazono , Yoshiteru Yonetani
Although radiation-induced clustered DNA damage can have critical biological consequences, the underlying molecular mechanisms remain unclear. To explore the effect of clustered DNA damage on DNA structure and dynamics, we performed molecular dynamics simulations on damaged DNA with two AP sites on the same strand, that is, a tandem AP cluster. The results showed that the cluster insertion of the two AP sites had a significant impact on the DNA's local and global structures. Local structural deformations as well as the extrahelical form, AP-base pairs, and irregular base pairs were frequently observed. Unlike a single AP site, the tandem AP cluster revealed that these local structural features occurred simultaneously within a small separation. Moreover, we found that the presence of tandem AP sites induced global bending of DNA. This suggests that the present case with tandem AP sites may have a non-negligible impact on the biological function of damage repair.
尽管辐射引起的聚集性DNA损伤可能具有重要的生物学后果,但其潜在的分子机制尚不清楚。为了探讨簇状DNA损伤对DNA结构和动力学的影响,我们对同一条链上有两个AP位点的受损DNA进行了分子动力学模拟,即串联AP簇。结果表明,两个AP位点的簇插入对DNA的局部和全局结构都有显著的影响。局部结构变形以及螺旋外形态、ap碱基对和不规则碱基对频繁出现。与单个AP位点不同,串联AP簇揭示了这些局部结构特征在一个小的间隔内同时发生。此外,我们发现串联AP位点的存在诱导了DNA的整体弯曲。这表明,本病例的串联AP位点可能对损伤修复的生物学功能有不可忽视的影响。
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引用次数: 0
SPR is a fast and straightforward method to estimate the binding constants of cyclic dinucleotides to their binding partners, such as STING or poxin SPR是一种快速而直接的方法来估计环二核苷酸与其结合伙伴(如STING或毒素)的结合常数。
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-20 DOI: 10.1016/j.bpc.2025.107392
Hagen Sülzen, Martin Klima, Vojtech Duchoslav, Evzen Boura
The development of small molecule drugs that target protein binders is the central goal in medicinal chemistry. During the lead compound development process, hundreds or even thousands of compounds are synthesized, with the primary focus on their binding affinity to protein targets. Typically, IC50 or EC50 values are used to rank these compounds. While thermodynamic values, such as the dissociation constant (KD), would be more informative, they are experimentally less accessible. In this study, we compare isothermal calorimetry (ITC) with surface plasmon resonance (SPR) using human STING, a key protein of innate immunity, and several cyclic dinucleotides (CDNs) that serve as its ligands. We demonstrate that SPR, with recent technological advancements, provides KDs that are sufficiently accurate for drug development purposes. To illustrate the versatility of our approach, we also used SPR to estimate the KD of poxin binding to cyclic GMP-AMP (cGAMP) that serves as a second messenger in the innate immune system. In conclusion, SPR offers a high benefit-to-cost ratio, making it an effective tool in the drug design process.
开发以蛋白质结合物为靶点的小分子药物是药物化学的中心目标。在先导化合物的开发过程中,数百甚至数千种化合物被合成,主要关注它们与蛋白质靶点的结合亲和力。通常,使用IC50或EC50值对这些化合物进行排序。虽然热力学值,如解离常数(KD),可以提供更多的信息,但它们在实验上很难获得。在这项研究中,我们比较了等温量热法(ITC)和表面等离子体共振(SPR),使用人STING(先天免疫的关键蛋白)和几种作为其配体的环二核苷酸(cdn)。我们证明,随着最近的技术进步,SPR为药物开发目的提供了足够准确的KDs。为了说明我们方法的多功能性,我们还使用SPR来估计毒素与环GMP-AMP (cGAMP)结合的KD, cGAMP是先天免疫系统中的第二信使。综上所述,SPR提供了很高的效益成本比,使其成为药物设计过程中的有效工具。
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引用次数: 0
Mapping conformational landscape in protein folding: Benchmarking dimensionality reduction and clustering techniques on the Trp-Cage mini-protein 绘制蛋白质折叠的构象景观:Trp-Cage迷你蛋白质的降维和聚类技术的基准。
IF 3.3 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-01-17 DOI: 10.1016/j.bpc.2025.107389
Sayari Bhattacharya, Suman Chakrabarty
Quantitative characterization of protein conformational landscapes is a computationally challenging task due to their high dimensionality and inherent complexity. In this study, we systematically benchmark several widely used dimensionality reduction and clustering methods to analyze the conformational states of the Trp-Cage mini-protein, a model system with well-documented folding dynamics. Dimensionality reduction techniques, including Principal Component Analysis (PCA), Time-lagged Independent Component Analysis (TICA), and Variational Autoencoders (VAE), were employed to project the high-dimensional free energy landscape onto 2D spaces for visualization. Additionally, clustering methods such as K-means, hierarchical clustering, HDBSCAN, and Gaussian Mixture Models (GMM) were used to identify discrete conformational states directly in the high-dimensional space. Our findings reveal that density-based clustering approaches, particularly HDBSCAN, provide physically meaningful representations of free energy minima. While highlighting the strengths and limitations of each method, our study underscores that no single technique is universally optimal for capturing the complex folding pathways, emphasizing the necessity for careful selection and interpretation of computational methods in biomolecular simulations. These insights will contribute to refining the available tools for analyzing protein conformational landscapes, enabling a deeper understanding of folding mechanisms and intermediate states.
由于蛋白质的高维性和内在复杂性,蛋白质构象景观的定量表征是一项极具计算挑战性的任务。在本研究中,我们对几种广泛使用的降维和聚类方法进行了系统性的基准测试,以分析 Trp 笼小蛋白的构象状态,这是一种折叠动力学记录详实的模型系统。我们采用了包括主成分分析(PCA)、时滞独立成分分析(TICA)和变异自动编码器(VAE)在内的降维技术,将高维自由能景观投射到二维空间,以实现可视化。此外,K-means、分层聚类、HDBSCAN 和高斯混杂模型(GMM)等聚类方法被用来直接识别高维空间中的离散构象状态。我们的研究结果表明,基于密度的聚类方法,尤其是 HDBSCAN,能提供自由能最小值的物理意义表征。在强调每种方法的优势和局限性的同时,我们的研究还强调,没有任何一种技术是捕捉复杂折叠途径的最佳方法,这就强调了在生物分子模拟中谨慎选择和解释计算方法的必要性。这些见解将有助于完善现有的蛋白质构象景观分析工具,从而加深对折叠机制和中间状态的理解。
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Biophysical chemistry
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