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AQP4 Extended Region Binds to α-Syntrophin with a Novel Binding Motif AQP4扩展区与α-Syntrophin结合的新基序
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-26 DOI: 10.1021/acs.jpcb.6c04328
Eric P. Jacobo, Michael J. Martinez, Barbara Barile, Alessia Memeo, Grazia Paola Nicchia, James A. Brozik

Aquaporin-4 (AQP4)is an integral membrane protein channel specificfor water molecules. It is highly polarized in the endfeet of astrocytesin the central nervous system where it allows water–ion homeostasis.AQP4 has two N-terminal isoforms: M1 (long) and M23 (short). Bothisoforms retain their function but differ in their N-terminal lengths,which regulate AQP4 aggregation size. There are also long and shortisoforms at the C-terminus. The long form has a 29-amino-acid extension(AQP4ex) that interacts with α-syntrophin, a component of thedystrophin-associated protein complex (DAPC). This interaction anchorsAQP4 to the perivascularastrocyte endfeet through the DAPC, therebymaintaining its polarized localization at the blood–brain barrier.This study uses peptides with the sequence of the extended regionto demonstrate a strong interaction with α-syntrophin, boundto a glass surface via maleimide-PEG silane chemistry. It was observedthat substituting alanine for threonine, four amino acids from theC-terminus, eliminates binding, and an alanine scan shows that thelast six amino acids at the C-terminus also play a crucial role. Kineticstudies using time-lapse single-molecule fluorescence imaging wereused to determine the Gibbs free energy of activation for both forwardand reverse rates (ΔG‡) usingan Eyring analysis. Equilibrium constants (Keq) were measured between 15 and 37 °C, and standard-statethermodynamic free energies (ΔG°), enthalpies(ΔH°), and entropies (ΔS°) were determined using a van’t Hoff analysis. It wasfound that forward rates ranged from 4.5 × 104 to1.0 × 105 M–1 s–1 depending on peptide length, with ΔG‡forward = 45–46 kJ mol–1. Reverse rates ranged from 11.6 to 21.1 s–1 dependingon peptide length, with ΔG‡reverse = 65.2–67.0 kJ mol–1.Using a vant’ Hoff analysis, the overall standard-state freeenergies were between −19 and −22 kJ mol–1. The work also describes how dynamic single-molecule imaging canbe used to determine kinetic and thermodynamic properties.

水通道蛋白4 (Aquaporin-4, AQP4)是水分子特异性的完整膜蛋白通道。它在中枢神经系统星形胶质细胞素的端足高度极化,在那里它允许水离子稳态。AQP4有两个n端异构体:M1(长)和M23(短)。这两种异构体都保留了它们的功能,但它们的n端长度不同,这调节着AQP4的聚集大小。c端也有长异构体和短异构体。长形式有一个29个氨基酸的延伸(AQP4ex),与α-syntrophin相互作用,α-syntrophin是肌营养不良蛋白相关蛋白复合物(DAPC)的一个组成部分。这种相互作用通过DAPC将saqp4锚定在血管周围星形细胞端足,从而维持其在血脑屏障的极化定位。本研究使用具有延伸区域序列的肽来证明与α-syntrophin的强相互作用,通过马来酰亚胺-聚乙二醇硅烷化学结合到玻璃表面。我们观察到,用丙氨酸取代苏氨酸(来自c端的4个氨基酸)可以消除结合,丙氨酸扫描显示,c端的最后6个氨基酸也起着至关重要的作用。使用延时单分子荧光成像的动力学研究使用Eyring分析来确定正向和反向速率的吉布斯自由激活能(ΔG‡)。平衡常数(Keq)在15至37°C之间测量,标准状态热力学自由能(ΔG°),焓(ΔH°)和熵(ΔS°)使用范霍夫分析确定。研究发现,根据肽长度的不同,前向速率在4.5 × 104 ~ 1.0 × 105 M-1 s-1之间,ΔG‡前向= 45-46 kJ mol-1。根据肽长度,逆转率为11.6 - 21.1 s-1, ΔG‡逆转= 65.2-67.0 kJ mol-1。使用vant ' Hoff分析,总体标准态自由能在- 19和- 22 kJ mol-1之间。这项工作还描述了如何使用动态单分子成像来确定动力学和热力学性质。
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引用次数: 0
Microstructure of Binary Al2O3–Y2O3 Glasses Investigated by Molecular Dynamics Simulation and Raman Spectroscopy 用分子动力学模拟和拉曼光谱研究二元Al2O3-Y2O3玻璃的微观结构
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-23 DOI: 10.1021/acs.jpcb.6c02956
Xiang Xia, Jinglin You, Yufan Zhao, Jiansheng Geng, Longxing Zhang, Wenna Ren, Jian Song, Guopeng Liu, Qingli Zhang, Songming Wan

In this study, molecular dynamics simulations combinedwith Ramanspectroscopic characterization were employed to investigate the localcoordination environments, oxygen coordination states, polyhedralconnectivity, and network polymerization characteristics in binaryAl2O3–Y2O3 glasseswithin the composition range of 60–75 mol % Al2O3. Comprehensive analysis of the radial distribution function,coordination number distribution, and angular distribution functionhas been used to characterize the short-range ordered structures ofAl–O and Y–O and to elucidate the distribution characteristicsof aluminum–oxygen structure units such as [AlO4], [AlO5], and [AlO6]. Furthermore, the evolutionof corner-sharing and edge-sharing behaviors, revealed by bond-anglevariations, has been identified. Distributions of oxygen species and Qi species further revealed the evolution ofglass network connectivity with composition variation. Deconvolutionof Raman spectra in the high-wavenumber region enabled the quantitativeanalysis of microstructure species. This study provided a comprehensiveunderstanding of the structure evolution in Al-rich binary Al2O3–Y2O3 glasses, establishinga theoretical foundation for the rational network design.

本研究采用分子动力学模拟与拉曼光谱表征相结合的方法,研究了Al2O3 - y2o3二元玻璃在60-75 mol % Al2O3组成范围内的局部配位环境、氧配位态、多面体连接性和网络聚合特性。通过对al - o和Y-O的径向分布函数、配位数分布函数和角度分布函数的综合分析,表征了al - o和Y-O的短程有序结构,阐明了[AlO4]、[AlO5]和[AlO6]等铝氧结构单元的分布特征。此外,通过键角变化揭示了角共享和边共享行为的演化。氧和气的分布进一步揭示了玻璃网络连通性随组分变化的演化。对高波数区域的拉曼光谱进行反卷积,实现了微观结构种类的定量分析。本研究对富al二元Al2O3-Y2O3玻璃的结构演变有了全面的认识,为合理的网络设计奠定了理论基础。
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引用次数: 0
Precise Alternation between Image-Forming Sample Planes Enables Quantitative Monitoring of Receptor-Arrestin Interaction Dynamics at the Plasma Membrane of Live Cells 成像样品平面之间的精确交替能够定量监测活细胞质膜上受体-抑制素相互作用动力学
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-24 DOI: 10.1021/acs.jpcb.6c02313
Thomas D. Killeen, Michael R. Stoneman, Ionel Popa, Qiuyan Chen, Valerică Raicu

Investigations ofG protein-coupled receptors (GPCRs)interactionswith nonvisual arrestins in living cells are essential to understandingthe complex molecular mechanisms of GPCR-based signaling. Quantitativeanalysis of these interactions remains challenging in live cells,particularly when attempting to repeatedly image distinct cellularregions with high precision. Here, we describe the implementationof an optical imaging stabilization approach that integrates the recentlydeveloped Focal Readjustment for Enhanced Vertical Resolution (FREVR)technology into a multiphoton microscope, enabling high-precisionalternation between image-forming sample planes with <20 nanometerrepeatability and stability over time. Using this setup, we monitoredthe dynamic recruitment of arrestin-2 (Arr2) to the plasma membraneof HEK-293 cells expressing muscarinic acetylcholine M2 receptors (M2R) by alternately imaging distinct planesof interest, the basolateral membrane and a membrane cross-section.Following stimulation of M2R by agonist ligand, we observeda pronounced redistribution of cytoplasmic Arr2 toward the plasmamembrane in both cellular cross sections and at the basolateral membrane.This method enables direct comparison of receptor and arrestin dynamicsacross regions of individual cells with very high precision, eliminatingthe need for averaging over numerous cells in order to denoise biologicallyrelevant signals, and thereby capturing physiological cell-to-cellvariability with accuracy.

研究g蛋白偶联受体(gpcr)与活细胞中非视觉抑制因子的相互作用对于理解基于gpcr的信号传导的复杂分子机制至关重要。这些相互作用的定量分析在活细胞中仍然具有挑战性,特别是当试图以高精度重复成像不同的细胞区域时。在这里,我们描述了一种光学成像稳定方法的实现,该方法将最近开发的焦点重新调整增强垂直分辨率(FREVR)技术集成到多光子显微镜中,使成像样品平面之间的高精度交替具有20纳米的可重复性和稳定性。利用这种设置,我们通过交替成像不同的感兴趣平面,基底侧膜和膜横截面,监测了表达毒毒碱乙酰胆碱M2受体(M2R)的HEK-293细胞的质膜上阻滞蛋白2 (Arr2)的动态募集。在激动剂配体刺激M2R后,我们观察到细胞质Arr2在细胞横截面和基底侧膜上向质膜方向重新分布。该方法能够以非常高的精度直接比较单个细胞区域的受体和抑制素动态,消除了对许多细胞进行平均的需要,以便对生物相关信号进行降噪,从而准确捕获生理细胞间的变异性。
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引用次数: 0
Mapping the Free Energy Landscape of Protein Adsorption at Solid-Liquid Interfaces 绘制蛋白质在固液界面吸附的自由能图
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-24 DOI: 10.1021/acs.jpcb.6c02604
Marius Fiedler, Thomas Waluga, Irina Smirnova, Sven Jakobtorweihen

Protein adsorption at solid–liquid interfacesplays a crucialrole in many biological and technological processes, including thedesign of biomaterials, biosensor performance, and biocatalysis. Understandinghow proteins interact with surfaces is essential for controlling biofouling,optimizing medical implants, and engineering functional interfaces.Despite its significance, predicting adsorption behavior from molecular-levelinteractions remains challenging. In this work, we performed moleculardynamics simulations using umbrella sampling to sample the two-dimensionalfree-energy surface of bovine serum albumin adsorption on the anionicadsorbent Q Sepharose FF. By combining molecular dynamics simulationswith enhanced free energy sampling techniques, we systematically exploredthe orientations and positions of the protein near the surface. Noconformational changes were observed within the examined time scales.We obtained a comprehensive free-energy map that captures the adsorptionbehavior across the entire protein surface. This approach providesaccess to the adsorption free energy while accounting for contributionsfrom all possible adsorption sites and orientations. The resultinglandscape offers a detailed molecular-level understanding of how proteinsinteract with surfaces.

蛋白质在固液界面的吸附在许多生物和技术过程中起着至关重要的作用,包括生物材料的设计,生物传感器性能和生物催化。了解蛋白质如何与表面相互作用对于控制生物污垢、优化医疗植入物和工程功能界面至关重要。尽管具有重要意义,但从分子水平相互作用预测吸附行为仍然具有挑战性。在这项工作中,我们使用伞形采样进行分子动力学模拟,以采样阴离子吸附剂Q Sepharose FF吸附牛血清白蛋白的二维自由能面。通过结合分子动力学模拟和增强的自由能采样技术,我们系统地探索了蛋白质在表面附近的取向和位置。在检查的时间尺度内未观察到构象变化。我们获得了一个全面的自由能图,捕捉了整个蛋白质表面的吸附行为。这种方法提供了获得吸附自由能的途径,同时考虑了所有可能的吸附位点和取向的贡献。由此产生的景观提供了蛋白质如何与表面相互作用的详细分子水平的理解。
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引用次数: 0
Tuning Excited-State TICT Dynamics in Hemicyanine Type I Photosensitizers for Hypoxia-Tolerant Photodynamic Therapy of Cholangiocarcinoma 调节半花青碱I型光敏剂的激发态TICT动力学用于耐缺氧胆管癌的光动力治疗
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-26 DOI: 10.1021/acs.jpcb.6c05556
Yiyan Ruan, Qinglong Qiao, Wenchao Jiang, Xiang Wang, Guixin Zhang, Zhaochao Xu

Althoughphotodynamic therapy (PDT) has emerged as apromisingtreatment for unresectable cholangiocarcinoma, the hypoxic tumor microenvironmentseverely limits oxygen-dependent Type II photochemical processes,resulting in insufficient reactive oxygen species (ROS) generationand compromised therapeutic outcomes. Therefore, developing Type Iphotosensitizers (PSs) with optimized excited-state dynamics and efficienthypoxia-tolerant ROS generation is critical for improving PDT efficacyunder hypoxic conditions. Herein, we developed three hemicyanine-basedType I PSs (HCy1–3) and systematically investigatedthe relationship between molecular structure, TICT-mediated excited-staterelaxation, and ROS generation behavior. By modulating the electron-donatingcapability of donor moieties, the TICT characteristics of the hemicyaninescaffold were precisely tuned, thereby regulating the competitionbetween nonradiative decay and ROS-generating pathways. Among them, HCy3 exhibited enhanced excited-state utilization and thehighest Type I ROS generation efficiency under both normoxic and hypoxicconditions. Furthermore, HCy3 efficiently accumulatedin mitochondria and induced mitochondrial dysfunction, leading tosuperior photodynamic cytotoxicity against cholangiocarcinoma cellsunder hypoxia compared with the clinically used PS HiPorfin. The therapeuticpotential of HCy3 was further validated in cholangiocarcinomaorganoids. This study establishes a structure–photophysics-photochemistrycorrelation between TICT regulation and Type I ROS generation, providinga mechanistic strategy for designing high-performance hypoxia-tolerantPSs for PDT.

尽管光动力疗法(PDT)已成为不可切除胆管癌的一种有希望的治疗方法,但低氧肿瘤微环境严重限制了氧依赖的II型光化学过程,导致活性氧(ROS)产生不足,影响治疗结果。因此,开发具有优化激发态动力学和高效耐缺氧ROS生成的i型光敏剂(ps)对于提高缺氧条件下的PDT效率至关重要。在此,我们开发了三种基于半花青素的I型ps (HCy1-3),并系统地研究了分子结构、tict介导的激态弛豫和ROS生成行为之间的关系。通过调节给电子基团的给电子能力,可以精确调节半氨基支架的TICT特性,从而调节非辐射衰变和ros生成途径之间的竞争。其中,HCy3在常氧和低氧条件下均表现出更高的激发态利用率和最高的I型ROS生成效率。此外,HCy3在线粒体中有效积累并诱导线粒体功能障碍,与临床使用的PS HiPorfin相比,在缺氧条件下对胆管癌细胞具有更强的光动力细胞毒性。HCy3在类胆管癌中的治疗潜力得到进一步验证。本研究建立了TICT调控与I型ROS生成之间的结构-光物理-光化学相关性,为设计高性能耐缺氧PDT的pss提供了机制策略。
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引用次数: 0
In Situ UV–vis Quantification of Chlorobasicity in Binary Molten Chlorides 二元熔融氯化物中氯基度的紫外-可见原位定量。
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-08-28 DOI: 10.1021/acs.jpcb.6c03131
Kailee Buttice, Shubhojit Banerjee, Thiago J. Pinheiro dos Santos, Ellie Kim, Qiufeng Yang, Alejandro Ramos-Ballesteros, Sheng Dai, Ruchi Gakhar, Santanu Roy, Vyacheslav S. Bryantsev, Adrien Couet

Optical basicity measurements provide a basis for determiningtherelative chlorobasicity of a given molten salt composition. This studyuses Bi3+ as a spectroscopic probe to investigate opticalbasicity across three binary molten chloride systems (LiCl-KCl, MgCl2–KCl, and ZnCl2–KCl) through in situUV–vis spectroscopy measurements of the 1S0→3P1 transition. LiCl-KCl systems exhibitthe highest optical basicity with minimal compositional dependence,while both divalent systems show stronger, yet nonlinear, dependencethat is reminiscent of acid–base titration curves. The influenceof cation electronegativity and polarizing power (Li+ <Mg2+ < Zn2+) directly reflects the basicitycurves, with ZnCl2–KCl displaying the steepest gradientsand lowest basicity values. Nonlinear dependencies in divalent systemsindicate formation of chloride-bridged network structures with coordinationstates dictated by the amount of KCl in a salt composition, whichwas further investigated and validated by molecular dynamics simulationsof polymeric structures formed in ZnCl2 and MgCl2-based salts using machine learning force fields. The temperaturedependence of chlorobasicity in terms of optical basicity was investigated,and a loose, positive correlation between the two was revealed. Thesefindings establish Bi3+ as a sensitive probe for understandingelectronic environments in molten chloride systems and provide insightsfor predicting the chemical behavior of molten salts for use in high-temperatureenvironments.

光学碱度测量为确定给定熔盐组成的相对氯碱度提供了基础。本研究使用Bi3+作为光谱探针,通过原位紫外-可见光谱测量,研究了三种二元熔融氯化物体系(LiCl-KCl, MgCl2-KCl和ZnCl2-KCl)的光学碱度。LiCl-KCl体系表现出最高的光学碱度和最小的组分依赖性,而两种二价体系表现出更强的非线性依赖性,这让人想起酸碱滴定曲线。阳离子电负性和极化功率(Li+ < Mg2+ < Zn2+)的影响直接反映了碱度曲线,其中ZnCl2-KCl的梯度最大,碱度值最低。二价体系中的非线性依赖关系表明,氯桥网络结构的形成与盐组成中KCl的量决定了配位状态,通过使用机器学习力场对基于ZnCl2和mgcl2的盐形成的聚合物结构进行分子动力学模拟,进一步研究和验证了这一点。研究了光学碱度对氯基度的温度依赖性,发现两者之间存在松散的正相关关系。这些发现确立了Bi3+作为了解熔融氯化物系统中电子环境的敏感探针,并为预测高温环境中使用的熔盐的化学行为提供了见解。
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引用次数: 0
A New Reactive Force Field for NOx-Water Interactions: Development, Evaluation, and Molecular Dynamics Simulation of Peroxynitrite 一氧化氮-水相互作用的新反应力场:过氧亚硝酸盐的发展、评价和分子动力学模拟
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-25 DOI: 10.1021/acs.jpcb.6c03657
Masoom Shaban, Adri C. T. van Duin, Diana van Duin, Margaret Kowalik, Mohammad E. Izadi, Alfred P. Weber, Nina Merkert

Reactive nitrogenspecies (RNSs) are key contributors to plasma-liquidprocesses and play a critical role in the chemistry of plasma-activatedwater (PAW). Despite their importance, their molecular-level behaviorin aqueous environments is still not well understood, largely dueto the absence of reliable reactive force fields. In this study, anew ReaxFF parameter set, ReaxFFCHONx-2026, is developedand systematically assessed for modeling nitrogen- and oxygen-containingreactive species under both gas-phase and aqueous conditions relevantto plasma systems. The parameter set is optimized using density functionaltheory (DFT) reference data for representative NOx reaction pathways and integrated with an existing aqueous/biomolecularReaxFF framework to enable reactive molecular dynamics simulationsin water. Its performance is validated through a range of structural,thermodynamic, and dynamic properties including radial distributionfunctions, potential energy profiles, and diffusion coefficients.The results demonstrate strong agreement with DFT calculations andpreviously reported data, particularly in describing N–O bondbreaking and solvation behavior. As a case study, the interactionof peroxynitrite (ONOO–) with water is investigatedusing reactive molecular dynamics, where atomic charges are dynamicallydetermined via the ReaxFF charge equilibration method. The simulationsshow protonation leading to ONOOH formation, pronounced site-specificsolvation around oxygen atoms, and preferential cleavage of the peroxideO–O bond. Analysis of diffusion further indicates that thepredicted transport properties of RNS are consistent with the availabledata, supporting the reliability of the developed force field. Overall,ReaxFFCHONx-2026 offers a robust framework for large-scaleatomistic simulations of PAW and reactive nitrogen chemistry.

活性氮(RNSs)是等离子体液体过程的关键贡献者,在等离子体活化水(PAW)的化学反应中起着关键作用。尽管它们很重要,但它们在水环境中的分子水平行为仍然没有得到很好的理解,这主要是由于缺乏可靠的反作用力场。在本研究中,开发了新的ReaxFF参数集ReaxFFCHONx-2026,并对其进行了系统评估,用于模拟与等离子体系统相关的气相和水相条件下含氮和含氧反应物质。参数集使用密度泛函数理论(DFT)参考数据进行优化,用于代表性的NOx反应途径,并与现有的水/生物分子axff框架集成,以实现水中的反应性分子动力学模拟。它的性能通过一系列的结构、热力学和动态特性来验证,包括径向分布函数、势能分布和扩散系数。结果表明与DFT计算和先前报道的数据非常一致,特别是在描述N-O键断裂和溶剂化行为方面。作为一个案例研究,使用反应分子动力学研究了过氧亚硝酸盐(ONOO -)与水的相互作用,其中原子电荷通过ReaxFF电荷平衡方法动态确定。模拟表明质子化导致ONOOH的形成,氧原子周围明显的位点特异性溶剂化,以及过氧化物- o键的优先裂解。扩散分析进一步表明,预测的RNS输运性质与现有数据一致,支持了所建立力场的可靠性。总的来说,ReaxFFCHONx-2026为爪子和活性氮化学的大规模原子模拟提供了一个强大的框架。
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引用次数: 0
Enhancement of the Solubility of Alkanes in Hydrogen by Structural Branching 结构支化提高烷烃在氢中的溶解度
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-26 DOI: 10.1021/acs.jpcb.6c03572
Ryosuke Kita, Kazuya Kobayashi, Sumihiko Murata

The understanding of mutual solubilitiesin H2-containingsystems is the foundation for improving H2-related processes.This study demonstrates that Gibbs ensemble Monte Carlo simulationssuccessfully predict the mutual solubility of hydrogen-alkane systemsover a wide range of conditions (323.2–462.5 K, 1.7–20.3MPa) with the optimal corrections to the combination rules. We foundthat the solubility of decane and hexadecane in H2 increasesby 2–3.3 times with an increasing number of methyl groups inthe alkane (branching). Notably, a decrease in the solubility parameterand an increase in alkane–H2 interactions are thekey mechanisms responsible for the enhanced solubility in H2. This study enables the prediction of mutual solubility for a varietyof hydrogen–alkane systems and reveals that introducing methylgroups is an effective strategy for enhancing the solubility of compoundsin H2 (termed H2-philicity).

了解含h2体系中的相互溶解度是改进h2相关工艺的基础。本研究表明,Gibbs系综蒙特卡罗模拟成功地预测了氢-烷烃体系在323.2-462.5 K, 1.7-20.3MPa范围内的相互溶解度,并对组合规则进行了最佳修正。我们发现,随着烷烃(支化)中甲基数量的增加,癸烷和十六烷在H2中的溶解度增加2-3.3倍。值得注意的是,溶解度参数的降低和烷烃- H2相互作用的增加是H2溶解度增强的关键机制。本研究能够预测各种氢-烷烃体系的相互溶解度,并揭示了引入甲基是提高化合物在H2中的溶解度(称为亲H2性)的有效策略。
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引用次数: 0
A Generalized Theory for the Structural and Spatial Mapping of Energy, Entropy, and Free Energy 能量、熵和自由能的结构和空间映射的广义理论
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-29 DOI: 10.1021/acs.jpcb.6c02416
Michael K. Gilson, Joe Cruz, Kunhuan Liu, Samrat Lohar, Helmut Carter, Daniel R. Roe, Tom Kurtzman

Systems in which the free energydensity is nonuniformin spaceare familiar; the surface tension of a water droplet and the surfaceenergy of a solid are good examples. Some such cases can be treatedwith prior theory, notably inhomogeneous solvation theory (IST), butIST is applicable only to liquids. Despite this limitation, IST hasproven useful as a guide to the design of ligands to bind a targetedprotein, based on the idea that ligands that displace high free energywater will tend to bind more tightly, other things being equal. Here,we present Generalized Thermodynamic Mapping (GTM) theory, a moregeneral theory that is applicable to the entirety of a biomolecularor other chemical system, and which thus may provide additional guidancefor molecular design. For example, it might highlight parts of a ligandwhose local free energy rises on binding, thus suggesting where modificationscould improve affinity. Starting from classical statistical thermodynamics,we derive structural decompositions that assign energy and entropyto individual atoms or to larger chemical components, such as aminoacid residues, and spatial decompositions that define continuouslyvarying thermodynamic densities throughout the system. The potentialenergy is decomposed via the multibody expansion, and the entropyvia the mutual information expansion. The resulting thermodynamicdensities satisfy key desiderata: their spatial integrals yield thecorrect total thermodynamic quantities, the densities vanish wherethe atomic number density is zero, and all entropy terms above firstorder go to zero in the absence of correlation. The entropy decompositionin GTM theory is closely related to that of IST, but it is simpler,largely because it expresses the entropy in terms of normalized probabilitydensity functions instead of nonnormalized correlation functions.We show that GTM theory is formally exact for any number of particles, N, whereas IST is not. The unified framework presented hereenables thermodynamic mapping of solute and solvent alike and is expectedto support a range of applications, including in structure-based drugdesign, protein design, the analysis of allostery, and materials science.The use of GTM theory to gain insight into protein-ligand bindingis illustrated here with an initial case study.

自由能量密度在空间中是非均匀的系统是熟悉的;水滴的表面张力和固体的表面能就是很好的例子。一些这样的情况可以用先验理论来处理,特别是不均匀溶剂化理论(IST),但它只适用于液体。尽管有这样的限制,IST已经被证明是设计结合靶蛋白的配体的有用指南,基于这样的想法,即在其他条件相同的情况下,取代高自由能水的配体将倾向于更紧密地结合。在这里,我们提出了广义热力学映射(GTM)理论,这是一种更一般的理论,适用于整个生物分子或其他化学系统,因此可以为分子设计提供额外的指导。例如,它可能会突出配体的局部自由能在结合时上升的部分,从而提示修改可以提高亲和力的地方。从经典统计热力学出发,我们推导出结构分解,将能量和熵分配给单个原子或更大的化学成分,如氨基酸残基,以及空间分解,定义整个系统中不断变化的热力学密度。势能通过多体展开分解,熵通过互信息展开分解。由此产生的热力学密度满足了关键的要求:它们的空间积分产生正确的总热力学量,密度在原子序数密度为零的地方消失,并且在没有相关性的情况下,上述所有熵项都趋于零。GTM理论中的熵分解与IST理论密切相关,但它更简单,主要是因为它用归一化概率密度函数而不是非归一化相关函数来表示熵。我们证明了GTM理论对任意数量的粒子N都是形式上精确的,而IST则不是。本文提出的统一框架可以实现溶质和溶剂的热力学映射,并有望支持一系列应用,包括基于结构的药物设计,蛋白质设计,变构分析和材料科学。使用GTM理论来深入了解蛋白质与配体的结合,这里用一个初步的案例研究来说明。
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引用次数: 0
Zn2+ Coordination and Ligand-Exchange Dynamics in a ZnCl2-Based Deep Eutectic Electrolyte from Machine-Learning Molecular Dynamics 基于机器学习分子动力学的zncl2基深共晶电解质中Zn2+配位和配体交换动力学
IF 3.2 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-10-08 Epub Date: 2026-09-26 DOI: 10.1021/acs.jpcb.6c04316
Eudes Fileti, Davi Fileti, André P. L. de Carvalho, Débora Ariana C. da Silva, Shern Ren Tee, Dinis O. Abranches, João A. P. Coutinho

The Zn2+ coordination shell in ZnCl2-basedbattery electrolytes is far more dynamic than its time-averaged structuresuggests. Using a machine-learning force field (MACE) fine-tuned withdensity functional theory data, we simulate nanosecond-scale moleculardynamics of a ZnCl2:urea:H2O deep eutectic electrolyteacross 300–400 K, a time regime inaccessible to ab initio methods and poorly captured by classical force fields.The Zn2+ first coordination shell is tetrahedral and compositionallymixed with chloride ions, urea, and water contributing comparableshares. This overall occupancy remains essentially constant with temperature,masking markedly asymmetric underlying kinetics. Residence-time analysisreveals that chloride is essentially nonexchanging on the nanosecondtime scale, while water and urea exchange continuously, with residencetimes an order of magnitude shorter and activation energies of 12.5and 16.2 kJ/mol, respectively. Potential of mean force and speciationanalyses identify ZnCl2 as the dominant solute speciesand show that ligand substitution proceeds predominantly through anassociative pathway. Self-diffusion coefficients and activation energiesfor all four constituent species further establish a mobility hierarchyconsistent with this coordination picture. Together, these resultsprovide a molecular-level rationale for the transport behavior ofZnCl2-based electrolytes and a general framework for understandingion speciation and lability in coordinating eutectic battery electrolytes.

zncl2基电池电解质中的Zn2+配位壳比其时间平均结构所显示的动态要大得多。利用密度泛函数理论数据微调的机器学习力场(MACE),我们模拟了ZnCl2:尿素:H2O深共晶电解质在300-400 K范围内的纳秒级分子动力学,这是一个从头算方法无法实现的时间范围,并且经典力场很难捕获。Zn2+第一配位壳是四面体,由氯离子、尿素和水组成,贡献相当的份额。这一总体占用率基本上与温度保持恒定,掩盖了明显不对称的潜在动力学。停留时间分析表明,氯在纳秒时间尺度上基本不交换,而水和尿素在纳秒时间尺度上持续交换,停留时间短一个数量级,活化能分别为12.5和16.2 kJ/mol。均力电位和物种分析表明ZnCl2是主要的溶质物种,并表明配体取代主要通过非结合途径进行。所有四种组分的自扩散系数和活化能进一步建立了与这种协调图一致的迁移率等级。总之,这些结果为zncl2基电解质的输运行为提供了分子水平的理论基础,并为理解共晶电池电解质的形态和稳定性提供了一个总体框架。
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The Journal of Physical Chemistry B
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