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Correction to "Molecular Insights into the Influence of Ions on Water Structure. II. Halide Ions in Solution". 对“离子对水结构影响的分子见解”的更正。2。溶液中的卤化物离子”。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-23 DOI: 10.1021/acs.jpcb.6c01754
Henry Agnew, Roya Savoj, Richa Rashmi, Benjamin Savala, Francesco Paesani
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引用次数: 0
Exploring Structural Perturbations Caused by Cancer-Related Mutations in Pyruvate Kinase M2: A Comparison with the Wild-Type Enzyme. 探索由癌症相关突变引起的丙酮酸激酶M2结构扰动:与野生型酶的比较。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-23 DOI: 10.1021/acs.jpcb.5c08286
Anandita Mitra, Sandip Paul

One of the key glycolytic enzymes, pyruvate kinase (PKM2), is frequently found in mutated forms in cancer cells. While many have investigated the impact of the mutations on tumor size and progressions, their structural effects on the architecture of PKM2 have not been thoroughly studied. We examined 11 mutants using MD simulations and assessed their effects on structural dynamics, domain flexibility, and interaction networks. Among them, six mutants displayed significant perturbations compared to the WT, while five others retained WT-like behavior. RMSF and PCA demonstrated that mutations lead to destabilization of the B domain by disrupting its natural inward closure toward the A domain. Instead, they exhibited an outward or rotational movement, resulting in increased interdomain distances and a weakening of the native contacts between the A and B domains. Further analysis revealed that in the crucial region responsible for domain closure, there was a disruption of hydrogen bonds and salt bridges that are essential for stabilization. For the highly fluctuating mutants, R246S weakens the helical contacts to the hinge region, while K367 M and R399E compromise β-sheet pathways linked to the active and allosteric sites, P117L affects the anchor points in the hinge region, and R455Q and H464A destabilize the allosteric pockets by disrupting the connectivity between the helix, β-sheet, and the hinge. Collectively, these mutations impair communication with the domain closure region and suggest potential avenues for understanding cancer-related mutants.

其中一个关键的糖酵解酶,丙酮酸激酶(PKM2),经常在癌细胞中发现突变形式。虽然许多人已经研究了突变对肿瘤大小和进展的影响,但它们对PKM2结构的结构影响尚未得到彻底研究。我们使用MD模拟检查了11个突变体,并评估了它们对结构动力学、结构域灵活性和相互作用网络的影响。其中,6个突变体与WT相比表现出明显的扰动,而另外5个突变体保留了WT样行为。RMSF和PCA表明,突变通过破坏B结构域对A结构域的自然内向封闭而导致B结构域的不稳定。相反,它们表现出向外或旋转运动,导致域间距离增加,a和B域之间的天然接触减弱。进一步的分析表明,在负责区域关闭的关键区域,存在对稳定至关重要的氢键和盐桥的破坏。对于高度波动的突变体,R246S削弱了与铰链区域的螺旋接触,而K367 M和R399E破坏了与活性位点和变弹性位点相连的β-sheet通路,P117L影响了铰链区域的锚点,R455Q和H464A通过破坏螺旋、β-sheet和铰链之间的连接来破坏变弹性区。总的来说,这些突变破坏了与结构域关闭区域的通信,并为理解癌症相关突变提供了潜在的途径。
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引用次数: 0
Bulk versus Interface Nucleation of CO2 Hydrates from Computer Simulations. 基于计算机模拟的CO2水合物体积与界面成核。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-23 DOI: 10.1021/acs.jpcb.5c07607
Joanna Grabowska, Samuel Blazquez, Carlos Vega, Eduardo Sanz

Gas hydrates are of great relevance to both the oil industry and the environment. Understanding how these solid structures nucleate from aqueous solutions is essential for controlling their formation. Experimental studies have often suggested that hydrate nucleation originates at the interface between the aqueous phase and the guest-molecule reservoir. To assess this hypothesis, we perform molecular dynamics simulations of CO2 hydrate nucleation. First, we place hydrate seeds at different positions relative to the interface and monitor their evolution, finding that seeds embedded in the bulk are more likely to grow than those located near or at the interface. Second, we analyze spontaneous nucleation simulations with and without an interface. Our previous work showed that nucleation rates are indistinguishable in both systems, strongly indicating that the interface does not play a role. Here, trajectory analysis reveals that hydrates nucleate in regions of locally high CO2 concentration, which arise spontaneously in the bulk and are not associated with the interface. Our results indicate that hydrate nucleation does not preferentially occur at the interface, at least under the deep supercooling conditions explored in this work. Further work at higher temperatures, and considering alternative nucleation locations, is needed to reconcile experiments and simulations, and thereby reach a deep understanding of the mechanism of hydrate formation.

天然气水合物与石油工业和环境都有很大的关系。了解这些固体结构如何从水溶液中成核对于控制它们的形成至关重要。实验研究经常表明,水合物成核起源于水相和客体分子储层之间的界面。为了评估这一假设,我们进行了二氧化碳水合物成核的分子动力学模拟。首先,我们将水合物种子放置在相对于界面的不同位置,并监测它们的演变,发现嵌入体中的种子比靠近界面或靠近界面的种子更容易生长。其次,我们分析了有界面和没有界面的自发成核模拟。我们之前的工作表明,两种体系的成核速率是不可区分的,这强烈表明界面没有起作用。在这里,轨迹分析表明,水合物在局部高CO2浓度区域成核,这些区域在体中自发产生,与界面无关。我们的研究结果表明,至少在本研究探索的深度过冷条件下,水合物成核并不优先发生在界面上。需要在更高的温度下进行进一步的工作,并考虑不同的成核位置,以协调实验和模拟,从而深入了解水合物的形成机制。
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引用次数: 0
Mechanism of Initial Mn2+ Oxidation during Photoassembly of the Water-Oxidizing Mn4CaO5 Cluster in Photosystem II. 光系统II中水氧化Mn4CaO5簇光组装过程中初始Mn2+氧化的机理
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-23 DOI: 10.1021/acs.jpcb.6c00612
Shunya Watanabe, Takumi Noguchi

The Mn4CaO5 cluster, the catalytic center of water oxidation in photosystem II (PSII), is assembled from free Mn2+ and Ca2+ ions through a light-driven process known as photoactivation. Despite its importance, the molecular mechanism of photoactivation remains poorly understood. Here, we investigate the mechanism underlying the initial oxidation of Mn2+ at its binding site in apo-PSII using time-resolved infrared spectroscopy combined with density functional theory (DFT) calculations. Two distinct kinetic phases with time constants of 100-150 μs and 1.5-2.5 ms are observed at pH 6.5-7.5. The minimal H/D isotope effect indicates that electron transfer from Mn2+ to YZ, rather than proton release, is the rate-limiting step. DFT calculations of the Mn3+/Mn2+ redox potential, together with Δ estimates derived from electron transfer rates using semiempirical equations, reveal that Mn2+ oxidation proceeds via a slow, endergonic electron transfer from Mn2+ to YZ, followed by rapid proton transfer from a water ligand to D1-H332, which provides the driving force for the reaction. The faster kinetic component is attributed to a decreased Δ resulting from detachment of CP43-R357 in the "open" CP43 conformation, suggesting that thermal fluctuations of the CP43 lumenal domain facilitate initial Mn2+ oxidation during photoactivation.

Mn4CaO5簇是光系统II (PSII)中水氧化的催化中心,由游离的Mn2+和Ca2+离子通过光活化过程组装而成。尽管其重要性,光活化的分子机制仍然知之甚少。在这里,我们利用时间分辨红外光谱结合密度泛函理论(DFT)计算研究了apo-PSII中Mn2+在其结合位点的初始氧化机制。在pH 6.5 ~ 7.5范围内观察到两种不同的动力学相,时间常数分别为100 ~ 150 μs和1.5 ~ 2.5 ms。最小H/D同位素效应表明,从Mn2+到YZ•的电子转移,而不是质子释放,是限速步骤。对Mn3+/Mn2+氧化还原电位的DFT计算,以及利用半经验方程从电子转移速率得出的ΔG°估计,表明Mn2+的氧化过程是通过从Mn2+到YZ•的缓慢的自耗电子转移进行的,然后是从水配体到D1-H332的快速质子转移,这为反应提供了动力。更快的动力学成分归因于CP43- r357在“开放”CP43构象中脱离导致的ΔG°降低,这表明CP43管腔结构的热波动促进了光活化过程中初始Mn2+的氧化。
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引用次数: 0
Classical Density Functional Treatment of Polydisperse Polarizable Clusters. 多分散极化团簇的经典密度泛函处理。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-23 DOI: 10.1021/acs.jpcb.5c08060
Clifford E Woodward, David Ribar, Jan Forsman

Ion clustering has been proposed as a mechanism leading to the peculiar "anomalous underscreening" phenomenon seen for electrostatic interactions between charged surfaces immersed in concentrated electrolytes. These interactions have been measured using the Surface Force Apparatus, according to which there are strong repulsive interactions between like-charged surfaces, with a range that increases upon further addition of salt, above some threshold concentration. A common suggestion is that ionic aggregates, if they form in sufficient numbers, will reduce the concentration of free ions and thereby increase the nominal Debye length. In previous work, we investigated a cluster model using classical Density Functional Theory (cDFT) and a polymer-like description of the ion clusters. These clusters were monodisperse and of either a linear or branched architecture, and a fixed charge sequence along the chains. In this work, we generalize the cDFT to treat "living polymers" with variable chain lengths and charge arrangements along the chain. This approach allows clusters to become polarized by the presence of charged surfaces, manifested by like-charged bonding. We find that even with a small degree of like-charged bonding a full equilibrium treatment of our model predicts only weak repulsion between like-charged surfaces. When a global constraint is applied so that the charged surfaces are neutralized only by the dissociated ions, while the clusters contribute overall zero charge, even a very small fraction of clustering ions generate strong and long-ranged forces. Moreover, if the cluster fraction increase substantially upon the addition of further salt, then the strength of the surface forces will also increase, although the range remains roughly constant.

离子聚簇被认为是一种机制,导致浸没在浓电解质中的带电表面之间的静电相互作用中出现特殊的“异常筛下”现象。这些相互作用是用表面力仪器测量的,根据该仪器,在带同种电荷的表面之间存在很强的排斥相互作用,其范围随着盐的进一步添加而增加,超过某个阈值浓度。一种普遍的说法是,如果离子聚集体形成的数量足够多,就会降低自由离子的浓度,从而增加名义德拜长度。在之前的工作中,我们使用经典密度泛函理论(cDFT)研究了一个簇模型,并对离子簇进行了类似聚合物的描述。这些团簇是单分散的,具有线性或分支结构,并且沿链具有固定的电荷序列。在这项工作中,我们推广了cDFT来处理具有可变链长和沿链电荷排列的“活聚合物”。这种方法允许团簇通过带电表面的存在而变得极化,表现为同电荷键。我们发现,即使有一个小程度的类电荷键,我们模型的完全平衡处理也只能预测类电荷表面之间的弱排斥。当施加一个全局约束,使带电表面仅被解离离子中和,而簇贡献总体零电荷时,即使很小一部分簇离子也会产生强大的长期力。此外,如果在进一步添加盐后簇分数大幅增加,那么表面力的强度也会增加,尽管范围大致保持不变。
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引用次数: 0
Heteroatom-Induced Metabolic Differences: Computational Study on the Mechanism of CYP1A1-Mediated Metabolic Activation of Dibenz[a,j]acridine. 杂原子诱导的代谢差异:cyp1a1介导的二苯二酮代谢激活机制的计算研究[a,j]。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-21 DOI: 10.1021/acs.jpcb.6c00048
Shi Feng, Qingchuan Zheng

Dibenz[a,j]acridine (DBA) is a probable human carcinogen classified by the International Agency for Research on Cancer. Its metabolic activation in humans should not be directly extrapolated from that of classical polycyclic aromatic compounds, due to the presence of heteroatoms. This study combined molecular docking, molecular dynamics (MD) simulations, and quantum mechanical (QM) calculations to elucidate the binding modes, interactions, and regioselectivity metabolic mechanisms of DBA within human cytochrome P450 1A1 (CYP1A1). The results show that the nitrogen atom exhibits greater electrophilic reactivity than the ring carbons, but the geometric constraints of the active site force DBA to adopt a side-on mode toward heme, endowing the C2 and C3 sites with more favorable spatial conditions for metabolism. QM calculations further indicate C3 as the dominant metabolic site, with a lower rate-determining step energy barrier (19.37 kcal·mol-1), and a more stable epoxide product (-13.69 kcal·mol-1). The metabolic regioselectivity of DBA is governed by a synergy between its intrinsic properties and spatial factors. Moreover, the metabolic differences between DBA and the analogous 7H-dibenzo[c,g]carbazole originate from the distinct nitrogen characteristics. This study elucidates the metabolic activation of DBA in human CYP1A1 and improves the theoretical framework for heterocyclic aromatic compounds metabolism.

二苯并[a,j]吖啶(DBA)被国际癌症研究机构列为可能的人类致癌物。由于杂原子的存在,其在人体内的代谢激活不应直接从经典的多环芳香族化合物中推断出来。本研究结合分子对接、分子动力学(MD)模拟和量子力学(QM)计算,阐明了DBA在人细胞色素P450 1A1 (CYP1A1)中的结合模式、相互作用和区域选择性代谢机制。结果表明,氮原子比环碳原子表现出更强的亲电反应性,但活性位点的几何约束迫使DBA对血红素采取侧对模式,使C2和C3位点具有更有利的代谢空间条件。QM计算进一步表明C3是主要代谢位点,具有较低的速率决定阶能势垒(19.37 kcal·mol-1)和更稳定的环氧化物产物(-13.69 kcal·mol-1)。DBA的代谢区域选择性受其内在特性和空间因素的协同作用支配。此外,DBA与类似的7h -二苯并[c,g]咔唑之间的代谢差异源于不同的氮特征。本研究阐明了DBA在人CYP1A1中的代谢激活,完善了杂环芳香族化合物代谢的理论框架。
{"title":"Heteroatom-Induced Metabolic Differences: Computational Study on the Mechanism of CYP1A1-Mediated Metabolic Activation of Dibenz[<i>a</i>,<i>j</i>]acridine.","authors":"Shi Feng, Qingchuan Zheng","doi":"10.1021/acs.jpcb.6c00048","DOIUrl":"https://doi.org/10.1021/acs.jpcb.6c00048","url":null,"abstract":"<p><p>Dibenz[<i>a</i>,<i>j</i>]acridine (DBA) is a probable human carcinogen classified by the International Agency for Research on Cancer. Its metabolic activation in humans should not be directly extrapolated from that of classical polycyclic aromatic compounds, due to the presence of heteroatoms. This study combined molecular docking, molecular dynamics (MD) simulations, and quantum mechanical (QM) calculations to elucidate the binding modes, interactions, and regioselectivity metabolic mechanisms of DBA within human cytochrome P450 1A1 (CYP1A1). The results show that the nitrogen atom exhibits greater electrophilic reactivity than the ring carbons, but the geometric constraints of the active site force DBA to adopt a side-on mode toward heme, endowing the C2 and C3 sites with more favorable spatial conditions for metabolism. QM calculations further indicate C3 as the dominant metabolic site, with a lower rate-determining step energy barrier (19.37 kcal·mol<sup>-1</sup>), and a more stable epoxide product (-13.69 kcal·mol<sup>-1</sup>). The metabolic regioselectivity of DBA is governed by a synergy between its intrinsic properties and spatial factors. Moreover, the metabolic differences between DBA and the analogous <i>7H</i>-dibenzo[<i>c</i>,<i>g</i>]carbazole originate from the distinct nitrogen characteristics. This study elucidates the metabolic activation of DBA in human CYP1A1 and improves the theoretical framework for heterocyclic aromatic compounds metabolism.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147493171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DNA Target Search in Chromatin Compartments under Stochastic Resetting. 随机重置下染色质区室DNA靶标搜索。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-20 DOI: 10.1021/acs.jpcb.5c08441
Pankaj Jangid, Srabanti Chaudhury

The search kinetics of specific DNA targets by transcription factors (TF) in eukaryotic cells is a complex process modulated by the structure of the chromatin, topologically associated domains, chromatin compartments, and the intracellular environment. In this work, we study the search for the target within the chromatin compartments under stochastic resetting of the TF to the transcription condensates. We show that intersegmental jumps and resetting can have dual effects by enhancing and reducing search efficiency depending on the resetting position of the TF. Intersegmental jumps can facilitate escape from chromatin compartments and increase search times by trapping the searcher. We further show that the size of the compartment critically influences the search dynamics and can help optimize search time. Resetting can improve search efficiency only when it occurs near the target site. In addition, resetting to a broad region rather than a point can further reduce search time. We also investigate the cost associated with resetting, which increases with resetting rate and decreases with intersegmental jump rate. Our analytical results, supported by numerical simulations, provide quantitative insights into the role of chromatin architecture and TF localization in regulating the search dynamics of TF.

真核细胞中转录因子(TF)对特定DNA靶点的搜索动力学是一个复杂的过程,受染色质结构、拓扑相关结构域、染色质室和细胞内环境的调节。在这项工作中,我们研究了在TF随机重置为转录凝聚物的情况下,在染色质室内寻找目标。我们证明了段间跳跃和重置可以通过提高和降低搜索效率来产生双重效果,这取决于TF的重置位置。片段间跳跃可以帮助逃离染色质室,并通过诱捕搜索者增加搜索时间。我们进一步表明,隔间的大小对搜索动态有重要影响,可以帮助优化搜索时间。只有当重置发生在目标站点附近时,才能提高搜索效率。此外,重置到一个广泛的区域而不是一个点可以进一步减少搜索时间。我们还研究了与重置相关的成本,该成本随着重置率的增加而增加,并随着段间跳跃率的降低而降低。我们的分析结果在数值模拟的支持下,为染色质结构和TF定位在调节TF搜索动态中的作用提供了定量的见解。
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引用次数: 0
Ligand Conformational Variability Enhances Machine Learning Prediction of Protein-Ligand Binding Affinity. 配体构象变异性增强机器学习预测蛋白质-配体结合亲和力。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-20 DOI: 10.1021/acs.jpcb.5c07757
Ádám Lévárdi, Ján Matúška, Lukas Bucinsky, Marián Gall, Marek Štekláč, Michal Pitoňák

Rapid and accurate screening of protein-ligand binding affinities using machine learning (ML) remains a challenging yet critical task in drug discovery. In this work, two closely related challenges are addressed: the inherent sensitivity of the binding affinity to the ligands' geometry within the protein-ligand complex and the absence of prior knowledge of this geometry for previously unseen compounds. Three representative ML methods of varying complexity─Kernel Ridge Regression (KRR), SchNet, and Polarizable Atom Interaction Neural Network (PaiNN)─were evaluated on prediction of the binding affinities of compounds against the main protease SARS-CoV-2 (Mpro). Employing a multi-instance learning framework, models were trained on multiple ligand conformers per compound and tested on sets of unseen compounds represented by multiple conformers unrelated to the binding geometry. Comprehensive error analysis reveals that the incorporation of multiple conformers of unseen compounds significantly improves the prediction accuracy, exceeding the gains achieved by refining individual models alone.

使用机器学习(ML)快速准确地筛选蛋白质-配体结合亲和力仍然是药物发现中的一项具有挑战性但又至关重要的任务。在这项工作中,解决了两个密切相关的挑战:蛋白质-配体复合物中结合亲和力对配体几何形状的固有敏感性,以及先前未见过的化合物缺乏这种几何形状的先验知识。本文评估了三种不同复杂度的代表性ML方法──核岭回归(KRR)、SchNet和极化原子相互作用神经网络(PaiNN)──对化合物对主要蛋白酶SARS-CoV-2 (Mpro)的结合亲和力的预测。采用多实例学习框架,模型在每个化合物的多个配体构象上进行训练,并在由与结合几何无关的多个构象表示的未见化合物集上进行测试。综合误差分析表明,结合未见化合物的多个构象显著提高了预测精度,超过了单独改进单个模型所获得的收益。
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引用次数: 0
Unraveling Ionic Conductivity Mechanisms in BeF2-NdF3 Molten Salts via First-Principles Molecular Dynamics. 用第一性原理分子动力学揭示BeF2-NdF3熔盐的离子电导率机制。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-19 Epub Date: 2026-03-05 DOI: 10.1021/acs.jpcb.5c05326
Xuejiao Li, Yuanyuan Wang, Yuanyuan Jiang, Yu Gong

First-principles molecular dynamics simulations systematically elucidate the influence of atomic structure on ionic conductivity in BeF2-NdF3 (FBeNd) molten salt, a key constituent salt in electrochemical pyroprocessing for the molten salt reactor. The increase in ionic conductivity with Nd concentration is explained by multilevel structural analyses encompassing phonon modes, ionic pair structures, network architectures, and electronic characteristics. Phonon dispersion analysis demonstrates that high- and low-frequency vibrational modes are governed by Be and Nd ions, respectively. Detailed structural analyses confirm that enhanced Nd diffusivity correlates with improved Nd-Nd interactions manifested through shortened Nd-Nd distances, distorted Nd-F-Nd angles, emergent edge/face-sharing clusters, and intensified electronic polarization. Conversely, Be-F tetrahedra retain structural integrity with increasing Nd concentrations, and network fragmentation accelerates Be and F diffusion. The dual enhancement effect of ionic self-diffusion coefficients and charge carrier concentration synergistically elevates the bulk ionic conductivity of molten FBeNd. Overall, a composition-structure-property framework spanning macroscale conductivity to atomistic features is established, offering foundational insights for the predictive modeling of fission product accumulation effects and the rational design of separation protocols in pyroprocessing.

第一性原理分子动力学模拟系统地阐明了BeF2-NdF3 (FBeNd)熔盐中原子结构对离子电导率的影响,BeF2-NdF3 (FBeNd)熔盐是熔盐堆电化学热处理的关键成分盐。离子电导率随Nd浓度的增加可以通过多层结构分析来解释,包括声子模式、离子对结构、网络结构和电子特性。声子色散分析表明,高、低频振动模式分别受Be和Nd离子控制。详细的结构分析证实,Nd扩散系数的增强与Nd-Nd相互作用的改善有关,表现为Nd-Nd距离的缩短、Nd- f -Nd角度的扭曲、边缘/面共享簇的出现以及电子极化的加剧。相反,随着Nd浓度的增加,Be-F四面体保持结构完整性,网络破碎加速Be和F的扩散。离子自扩散系数和载流子浓度的双重增强效应协同提高熔体离子电导率。总体而言,建立了从宏观电导率到原子特征的组成-结构-性质框架,为裂变产物积累效应的预测建模和热处理分离方案的合理设计提供了基础见解。
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引用次数: 0
Restraining Interproton Angular and Distance Dynamics with KEnRef. 用KEnRef约束质子间角和距离动力学。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-19 Epub Date: 2026-03-09 DOI: 10.1021/acs.jpcb.5c08554
Amr Alhossary, Colin A Smith

Despite the increase in computational power, traditional NMR structure determination remains semiquantitative or even qualitative, especially because of the complicated mathematics involved in modeling the nuclear dipole-dipole interactions in nuclear Overhauser effect (NOE) spectra. Even advanced exact NOE (eNOE) and residual dipolar coupling (RDC) methods neglect the effects of interproton angular motion, limiting the physical realism of generated ensembles. We present KEnRef, an open-source C++ library implementing the Kinetic Ensemble approach to refine multistate protein structures using restraints that rigorously account for interproton distance and angular fluctuation. We introduce a loss function, using fractional exponents, that balances sensitivity across the target distance range. KEnRef interfaces with GROMACS to introduce forces calculated at each molecular dynamics time step. On synthetic ubiquitin data sets, single-structure simulations with a fractional exponent of 0.25 achieved an interproton RMSD of ∼0.2 Å and convergence time down to 2 ns. Two-structure ensembles showed 100-fold restraint energy decreases at high force constants and reproduced both rigid and dynamic behaviors with distance and angular fluctuation highly correlated to reference data (R > 0.85), validating KEnRef's capacity to capture localized motions. KEnRef enables integrated refinement of distance and angular fluctuations, yielding ensembles that faithfully model both structural and dynamic properties. Its performance on synthetic benchmark tests and modular design lay the foundation for ultraquantitative NMR-based ensemble refinement.

尽管计算能力有所提高,但传统的核磁共振结构测定仍然是半定量甚至定性的,特别是因为在核Overhauser效应(NOE)谱中模拟核偶极子-偶极子相互作用涉及复杂的数学。即使是先进的精确NOE (eNOE)和剩余偶极耦合(RDC)方法也忽略了质子间角运动的影响,限制了所生成系综的物理真实性。我们提出了KEnRef,一个开源的c++库,实现了动力学系综方法,使用严格考虑质子间距离和角涨落的约束来改进多态蛋白质结构。我们引入了一个损失函数,使用分数指数来平衡目标距离范围内的灵敏度。KEnRef接口与GROMACS引入力计算在每个分子动力学时间步。在合成泛素数据集上,分数指数为0.25的单结构模拟实现了质子间RMSD为~ 0.2 Å,收敛时间降至2ns。在高力常数下,双结构集成系统的约束能量降低了100倍,并且在距离和角度波动与参考数据高度相关(R > 0.85)的情况下再现了刚性和动态行为,验证了KEnRef捕获局部运动的能力。KEnRef可以对距离和角度波动进行综合改进,从而产生忠实地模拟结构和动态特性的集成。它在综合基准测试中的性能和模块化设计为基于核磁共振的超定量集成优化奠定了基础。
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引用次数: 0
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