首页 > 最新文献

The Journal of Physical Chemistry B最新文献

英文 中文
Collective Intermolecular Motions of Water in Sodium Montmorillonite. 蒙脱土钠中水的集体分子间运动。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-19 Epub Date: 2026-03-04 DOI: 10.1021/acs.jpcb.5c08225
Will P Gates, Laurence P Aldridge, Richard A Mole, Heloisa N Bordallo

By tracking temperature-induced changes in vibrational spectra, inelastic neutron scattering revealed how confined water governs the phase behavior of the sodium montmorillonite gels. Translational acoustic phonons hardened (shifted to higher energy), while librational modes softened, corresponding to an increased distortion and confinement of water with decreased water content. For a wet sample (∼166 wt % water content) with well-developed pore structure, vibrational modes underwent a phase change on heating from hexagonal ice-like spectral features to those of bulk-like liquid water near 270 K. For a drier sample hydrated to ∼25 wt %, in which water was confined to the interlayer, only amorphous ice was observed in the vibrational density of states spectra and only a minor phase change occurred below 255 K. Temperature-dependent chemical shifts in the energy transfer of translational and librational modes of ice in frozen sodium montmorillonite were found to be strongly dependent on the size of water-filled pores as influenced by the hydration state.

通过跟踪温度引起的振动谱变化,非弹性中子散射揭示了承压水如何控制蒙脱土钠凝胶的相行为。平动声子硬化(转移到更高的能量),而振动模式软化,对应于水含量减少的水的增加失真和限制。对于具有良好孔隙结构的湿样品(~ 166 wt %含水量),在270 K附近加热时,振动模式经历了从六方冰样光谱特征到块状液态水的相变。对于水化至~ 25wt %的干燥样品,其中水被限制在中间层中,在状态谱的振动密度中只观察到无定形冰,并且在255 K以下只发生微小的相变。发现冻结蒙脱土中冰的平动模式和振动模式的温度依赖的化学转移强烈依赖于受水化状态影响的充水孔隙的大小。
{"title":"Collective Intermolecular Motions of Water in Sodium Montmorillonite.","authors":"Will P Gates, Laurence P Aldridge, Richard A Mole, Heloisa N Bordallo","doi":"10.1021/acs.jpcb.5c08225","DOIUrl":"10.1021/acs.jpcb.5c08225","url":null,"abstract":"<p><p>By tracking temperature-induced changes in vibrational spectra, inelastic neutron scattering revealed how confined water governs the phase behavior of the sodium montmorillonite gels. Translational acoustic phonons hardened (shifted to higher energy), while librational modes softened, corresponding to an increased distortion and confinement of water with decreased water content. For a wet sample (∼166 wt % water content) with well-developed pore structure, vibrational modes underwent a phase change on heating from hexagonal ice-like spectral features to those of bulk-like liquid water near 270 K. For a drier sample hydrated to ∼25 wt %, in which water was confined to the interlayer, only amorphous ice was observed in the vibrational density of states spectra and only a minor phase change occurred below 255 K. Temperature-dependent chemical shifts in the energy transfer of translational and librational modes of ice in frozen sodium montmorillonite were found to be strongly dependent on the size of water-filled pores as influenced by the hydration state.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":"3249-3257"},"PeriodicalIF":2.9,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147353013","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
Self-Assembly of A2B Miktoarm Star Block Copolymer under Cylindrical and Spherical Confinements. A2B密臂星形嵌段共聚物在圆柱形和球形约束下的自组装。
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.5c07344
Jagat Singh, Paresh Chokshi

Block copolymers (BCPs) are exciting materials owing to their ability to self-organize, resulting in ordered mesophases in bulk. A rich variety of interesting novel ordered phases can be obtained by subjecting the polymer to geometrical confinement. In the present study, we investigate the self-assembly behavior of A2B miktoarm star block copolymer melt under cylindrical and spherical nanopores using self-consistent field theory (SCFT). Compared with the equivalent linear AB diblock copolymer, the A2B miktoarm star block copolymer tends to influence the phase behavior. The structural frustration and chain conformational entropy loss lead to various ordered phases. The role of introducing an additional arm of the A-block to a linear AB diblock copolymer in phase behavior is examined for the wall selective to the majority component. Under cylindrical confinement, when the two A-arms are in the minority and the surface prefers the B-block, the region of helical phases transitions to the perforated lamella (PL1) and concentric lamella (CL1) phases. However, when the A-arms form the majority and prefer the surface, the helical ordering of the minority B-block is favored, and a rich array of ordered phases is obtained, such as single helix (H1), double helices (H2), and toroids (T). Similarly, under spherical confinement, when A-arms constitute the majority, interesting morphologies are obtained, such as double helices (H2), four-hole nanocages (CG4), a pair of toroids (T2), a pair of toroids with one sphere (ST2), and a single toroid flanked by two spheres (ST1S). Overall, the branched chain architecture of A2B alters the phase behavior under confinement vis-à-vis the linear AB diblock copolymer.

嵌段共聚物(bcp)是一种令人兴奋的材料,因为它们具有自组织的能力,可以形成有序的中间相。通过对聚合物施加几何约束,可以得到丰富多样的有趣的新有序相。在本研究中,我们利用自一致场理论(SCFT)研究了A2B密臂星形嵌段共聚物熔体在圆柱形和球形纳米孔下的自组装行为。与等效线性AB二嵌段共聚物相比,A2B密臂星形嵌段共聚物倾向于影响相行为。结构挫折和链构象熵损失导致了不同的有序相。研究了在线性AB二嵌段共聚物中引入a嵌段的附加臂在相行为中的作用,并对大多数组分的壁选择性进行了研究。在圆柱形约束下,当两个a臂较少且表面倾向于b块时,螺旋相区域转变为穿孔片层(PL1)和同心片层(CL1)相。然而,当a臂占多数且偏向于表面时,少数b块的螺旋有序性更强,得到了丰富的有序相阵列,如单螺旋相(H1)、双螺旋相(H2)和环面相(T)。同样,在球形约束下,当a臂占大多数时,可以得到有趣的形貌,如双螺旋(H2),四孔纳米笼(CG4),一对环面(T2),一对环面与一个球体(ST2),以及一个环面两侧有两个球体(ST1S)。总体而言,A2B的支链结构改变了AB二嵌段共聚物在-à-vis约束下的相行为。
{"title":"Self-Assembly of A<sub>2</sub>B Miktoarm Star Block Copolymer under Cylindrical and Spherical Confinements.","authors":"Jagat Singh, Paresh Chokshi","doi":"10.1021/acs.jpcb.5c07344","DOIUrl":"10.1021/acs.jpcb.5c07344","url":null,"abstract":"<p><p>Block copolymers (BCPs) are exciting materials owing to their ability to self-organize, resulting in ordered mesophases in bulk. A rich variety of interesting novel ordered phases can be obtained by subjecting the polymer to geometrical confinement. In the present study, we investigate the self-assembly behavior of A<sub>2</sub>B miktoarm star block copolymer melt under cylindrical and spherical nanopores using self-consistent field theory (SCFT). Compared with the equivalent linear AB diblock copolymer, the A<sub>2</sub>B miktoarm star block copolymer tends to influence the phase behavior. The structural frustration and chain conformational entropy loss lead to various ordered phases. The role of introducing an additional arm of the A-block to a linear AB diblock copolymer in phase behavior is examined for the wall selective to the majority component. Under cylindrical confinement, when the two A-arms are in the minority and the surface prefers the B-block, the region of helical phases transitions to the perforated lamella (PL<sub>1</sub>) and concentric lamella (CL<sub>1</sub>) phases. However, when the A-arms form the majority and prefer the surface, the helical ordering of the minority B-block is favored, and a rich array of ordered phases is obtained, such as single helix (H<sub>1</sub>), double helices (H<sub>2</sub>), and toroids (T). Similarly, under spherical confinement, when A-arms constitute the majority, interesting morphologies are obtained, such as double helices (H<sub>2</sub>), four-hole nanocages (CG<sub>4</sub>), a pair of toroids (T<sub>2</sub>), a pair of toroids with one sphere (ST<sub>2</sub>), and a single toroid flanked by two spheres (ST<sub>1</sub>S). Overall, the branched chain architecture of A<sub>2</sub>B alters the phase behavior under confinement vis-à-vis the linear AB diblock copolymer.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":"3227-3239"},"PeriodicalIF":2.9,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147353090","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
A Highly Sensitive Water-Soluble Donor-Acceptor Dye for Early-Stage Amyloid Aggregation Kinetics. 一种用于早期淀粉样蛋白聚集动力学的高度敏感的水溶性给受体染料。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-19 Epub Date: 2026-03-10 DOI: 10.1021/acs.jpcb.5c07705
Giorgio Scattolini, Carlos Enrique Torres-Méndez, Dylan Valli, Mikołaj Ignacy Kuska, Nidhi Kaul, Leif Hammarström, Haining Tian, Michał Maj

Protein aggregation into amyloid fibrils underlies numerous human diseases, yet the most widely used fluorescent probe, Thioflavin T (ThT), offers an incomplete picture of the process and fails to detect certain fibril structures. Here, we introduce and characterize the photophysical properties of DANIR-2b(2OH), a water-soluble push-pull dye that overcomes these limitations. It successfully binds early prefibrillar aggregates and small fibrils of the human Islet Amyloid Polypeptide that elude detection by ThT, which we confirm by time-resolved cryo-electron microscopy of aliquots taken during the kinetic assays. We further demonstrate that DANIR-2b(2OH) can also track the aggregation of other amyloid proteins, such as insulin and Aβ1-42. The protein-dye interaction was characterized via steady-state and time-resolved fluorescent spectroscopy. DANIR-2b(2OH) features environment-sensitive emission, high photostability, and a straightforward synthesis. Critically, it provides a substantially lower noise level in standard plate-reader assays, allowing the tracking of aggregation processes that are not visible in standard ThT measurements. This establishes DANIR-2b(2OH) as a highly sensitive and broadly applicable probe for real-time amyloid aggregation measurements and imaging.

蛋白质聚集成淀粉样原纤维是许多人类疾病的基础,然而最广泛使用的荧光探针硫黄素T (ThT)提供了这一过程的不完整图像,并且无法检测到某些原纤维结构。在这里,我们介绍并表征了DANIR-2b(2OH)的光物理性质,这是一种水溶性推拉染料,克服了这些限制。它成功地结合了人类胰岛淀粉样多肽的早期前纤维聚集体和小原纤维,逃避了ThT的检测,我们通过在动力学分析中获得的等分物的时间分辨冷冻电子显微镜证实了这一点。我们进一步证明DANIR-2b(2OH)也可以跟踪其他淀粉样蛋白的聚集,如胰岛素和a - β1-42。通过稳态和时间分辨荧光光谱表征了蛋白质与染料的相互作用。DANIR-2b(2OH)具有环境敏感发射、高光稳定性、合成简单等特点。关键的是,它在标准的平板阅读器分析中提供了一个大大降低的噪声水平,允许跟踪在标准ThT测量中不可见的聚集过程。这表明DANIR-2b(2OH)是一种高灵敏度和广泛适用于实时淀粉样蛋白聚集测量和成像的探针。
{"title":"A Highly Sensitive Water-Soluble Donor-Acceptor Dye for Early-Stage Amyloid Aggregation Kinetics.","authors":"Giorgio Scattolini, Carlos Enrique Torres-Méndez, Dylan Valli, Mikołaj Ignacy Kuska, Nidhi Kaul, Leif Hammarström, Haining Tian, Michał Maj","doi":"10.1021/acs.jpcb.5c07705","DOIUrl":"10.1021/acs.jpcb.5c07705","url":null,"abstract":"<p><p>Protein aggregation into amyloid fibrils underlies numerous human diseases, yet the most widely used fluorescent probe, Thioflavin T (ThT), offers an incomplete picture of the process and fails to detect certain fibril structures. Here, we introduce and characterize the photophysical properties of DANIR-2b(2OH), a water-soluble push-pull dye that overcomes these limitations. It successfully binds early prefibrillar aggregates and small fibrils of the human Islet Amyloid Polypeptide that elude detection by ThT, which we confirm by time-resolved cryo-electron microscopy of aliquots taken during the kinetic assays. We further demonstrate that DANIR-2b(2OH) can also track the aggregation of other amyloid proteins, such as insulin and Aβ<sub>1-42</sub>. The protein-dye interaction was characterized via steady-state and time-resolved fluorescent spectroscopy. DANIR-2b(2OH) features environment-sensitive emission, high photostability, and a straightforward synthesis. Critically, it provides a substantially lower noise level in standard plate-reader assays, allowing the tracking of aggregation processes that are not visible in standard ThT measurements. This establishes DANIR-2b(2OH) as a highly sensitive and broadly applicable probe for real-time amyloid aggregation measurements and imaging.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":"3042-3053"},"PeriodicalIF":2.9,"publicationDate":"2026-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13006956/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429653","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
D-MBIS Nonbonded Force Field Parameters Improve Specificity and Selectivity Prediction in Bromodomains. D-MBIS非键力场参数提高Bromodomains的特异性和选择性预测。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-18 DOI: 10.1021/acs.jpcb.6c00354
Luis Macaya, Esteban Vöhringer-Martinez

Computer simulations are increasingly significant in drug discovery, especially for predicting ligand affinities through free energy calculations. Absolute alchemical free energy calculations are vital for assessing ligand specificity and selectivity, aiding in differentiating between on-target efficacy and off-target effects. The main challenges in these calculations involve capturing conformational changes in proteins and ligands, predicting binding poses correctly, and modeling molecular interactions using well-parametrized force fields. Here, we evaluate how ab initio derived nonbonded force field parameters predict the specificity among nine BRD4 inhibitors and the selectivity of bromosporine across 22 bromodomains. We replaced nonbonded Open Force Field Sage 2.0.0 parameters with atomic charges, van der Waals radii, and dispersion coefficients obtained from Minimal Basis Iterative Stockholder (D-MBIS) atom partitioning of the polarized electron density, along with incorporating ligand polarization energies. Our ligand force field parameters demonstrated a mean unsigned error of 0.48 kcal/mol in predicting absolute binding free energy for nine BRD4 inhibitors, showing a strong correlation with experimental results. In the bromosporine selectivity set, predictive errors resulted mainly from docking-derived binding poses. By focusing solely on experimentally resolved apo- and holo structures, we accurately replicated experimental selectivity rankings for seven out of eight receptors, identifying those with the highest and lowest binding affinities.

计算机模拟在药物发现中越来越重要,特别是通过自由能计算来预测配体的亲和力。绝对炼金术自由能的计算对于评估配体的特异性和选择性至关重要,有助于区分靶内效应和靶外效应。这些计算的主要挑战包括捕获蛋白质和配体的构象变化,正确预测结合姿态,以及使用参数化良好的力场建模分子相互作用。在这里,我们评估了从头计算得出的非键力场参数如何预测9种BRD4抑制剂的特异性和溴孢素在22个溴域上的选择性。我们用原子电荷、范德华半径和从极化电子密度的最小基迭代积子(D-MBIS)原子分配得到的色散系数,以及结合配体极化能来代替非键合开放力场sage2.0.0参数。我们的配体力场参数在预测9种BRD4抑制剂的绝对结合自由能时显示出平均无符号误差为0.48 kcal/mol,与实验结果有很强的相关性。在溴孢素选择性集合中,预测误差主要来自于对接衍生的结合姿态。通过只关注实验解决的载脂蛋白和全息结构,我们准确地复制了8个受体中的7个的实验选择性排名,确定了那些结合亲和力最高和最低的受体。
{"title":"D-MBIS Nonbonded Force Field Parameters Improve Specificity and Selectivity Prediction in Bromodomains.","authors":"Luis Macaya, Esteban Vöhringer-Martinez","doi":"10.1021/acs.jpcb.6c00354","DOIUrl":"10.1021/acs.jpcb.6c00354","url":null,"abstract":"<p><p>Computer simulations are increasingly significant in drug discovery, especially for predicting ligand affinities through free energy calculations. Absolute alchemical free energy calculations are vital for assessing ligand specificity and selectivity, aiding in differentiating between on-target efficacy and off-target effects. The main challenges in these calculations involve capturing conformational changes in proteins and ligands, predicting binding poses correctly, and modeling molecular interactions using well-parametrized force fields. Here, we evaluate how ab initio derived nonbonded force field parameters predict the specificity among nine BRD4 inhibitors and the selectivity of bromosporine across 22 bromodomains. We replaced nonbonded Open Force Field Sage 2.0.0 parameters with atomic charges, van der Waals radii, and dispersion coefficients obtained from Minimal Basis Iterative Stockholder (D-MBIS) atom partitioning of the polarized electron density, along with incorporating ligand polarization energies. Our ligand force field parameters demonstrated a mean unsigned error of 0.48 kcal/mol in predicting absolute binding free energy for nine BRD4 inhibitors, showing a strong correlation with experimental results. In the bromosporine selectivity set, predictive errors resulted mainly from docking-derived binding poses. By focusing solely on experimentally resolved apo- and holo structures, we accurately replicated experimental selectivity rankings for seven out of eight receptors, identifying those with the highest and lowest binding affinities.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147479157","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
Additive-Driven Micellar Growth and Morphological Transitions in Tetronic Block Copolymers: Insights from Experimental and Computational Study. 添加剂驱动的胶束生长和四价嵌段共聚物的形态转变:来自实验和计算研究的见解。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-18 DOI: 10.1021/acs.jpcb.6c00130
Tushar Patel, R Bhattacharya, Vijay I Patel, Sugam Kumar, Jigisha K Parikh, Virendra Prajapati, Ketan Kuperkar, Rakesh Sharma, V K Aswal, Mehul Khimani, Paresh Parekh

The self-assembly of Tetronics® block copolymers is strongly influenced by additives that modify hydration and interfacial packing within micellar structures. Here, we investigate how octanoic acid (OA) and perfluorooctanoic acid (PFOA) alter the solution behavior of Tetronics® T1304 and T1307 using a combination of cloud point (CP), relative viscosity (ηrel) small-angle neutron scattering (SANS), dynamic light scattering (DLS), transmission electron microscopy (TEM), pyrene fluorescence, and density functional theory (DFT) calculations. In the presence of OA, T1304 exhibits pronounced micellar growth, progressing from spherical to ellipsoidal aggregates and, at higher concentrations, to vesicular structures. These changes arise from OA-induced dehydration of the PEO corona and enhanced packing of PPO domains, as confirmed by increases in aggregation number, low-Q scattering intensity, and a marked decrease in the pyrene I1/I3 ratio. In contrast, PFOA produces only modest changes in micellar size while preserving spherical topology over the same concentration range. Although DFT analysis indicates stronger electronic stabilization for Tetronics®-PFOA complexes than for OA, the rigid and lipophobic nature of the fluorocarbon chain limits its ability to penetrate the PPO core and drive curvature changes. The combined experimental and computational results show that additive-induced dehydration and steric compatibility, rather than electronic affinity alone, determine the structural evolution of Tetronics® micelles.

tronics®嵌段共聚物的自组装受到改性胶束结构内水化和界面填充的添加剂的强烈影响。在这里,我们研究了辛酸(OA)和全氟辛酸(PFOA)如何通过云点(CP)、相对粘度(ηrel)、小角中子散射(SANS)、动态光散射(DLS)、透射电子显微镜(TEM)、芘荧光和密度泛函理论(DFT)计算的组合来改变Tetronics®T1304和T1307的溶液行为。在OA存在的情况下,T1304表现出明显的胶束生长,从球形到椭球状的聚集体,在较高浓度下,形成泡状结构。这些变化是由oa引起的PEO电晕脱水和PPO结构域的增强包装引起的,正如聚集数增加,低q散射强度和芘I1/I3比显著降低所证实的那样。相比之下,在相同的浓度范围内,PFOA只产生适度的胶束大小变化,同时保持球形拓扑结构。尽管DFT分析表明,与OA相比,Tetronics®-PFOA配合物的电子稳定性更强,但氟碳链的刚性和疏脂性限制了其穿透PPO核心和驱动曲率变化的能力。结合实验和计算结果表明,添加剂诱导的脱水和空间相容性,而不是单独的电子亲和,决定了Tetronics®胶束的结构演变。
{"title":"Additive-Driven Micellar Growth and Morphological Transitions in Tetronic Block Copolymers: Insights from Experimental and Computational Study.","authors":"Tushar Patel, R Bhattacharya, Vijay I Patel, Sugam Kumar, Jigisha K Parikh, Virendra Prajapati, Ketan Kuperkar, Rakesh Sharma, V K Aswal, Mehul Khimani, Paresh Parekh","doi":"10.1021/acs.jpcb.6c00130","DOIUrl":"10.1021/acs.jpcb.6c00130","url":null,"abstract":"<p><p>The self-assembly of Tetronics® block copolymers is strongly influenced by additives that modify hydration and interfacial packing within micellar structures. Here, we investigate how octanoic acid (OA) and perfluorooctanoic acid (PFOA) alter the solution behavior of Tetronics® T1304 and T1307 using a combination of cloud point (CP), relative viscosity (η<sub>rel</sub>) small-angle neutron scattering (SANS), dynamic light scattering (DLS), transmission electron microscopy (TEM), pyrene fluorescence, and density functional theory (DFT) calculations. In the presence of OA, T1304 exhibits pronounced micellar growth, progressing from spherical to ellipsoidal aggregates and, at higher concentrations, to vesicular structures. These changes arise from OA-induced dehydration of the PEO corona and enhanced packing of PPO domains, as confirmed by increases in aggregation number, low-Q scattering intensity, and a marked decrease in the pyrene I<sub>1</sub>/I<sub>3</sub> ratio. In contrast, PFOA produces only modest changes in micellar size while preserving spherical topology over the same concentration range. Although DFT analysis indicates stronger electronic stabilization for Tetronics®-PFOA complexes than for OA, the rigid and lipophobic nature of the fluorocarbon chain limits its ability to penetrate the PPO core and drive curvature changes. The combined experimental and computational results show that additive-induced dehydration and steric compatibility, rather than electronic affinity alone, determine the structural evolution of Tetronics® micelles.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147479167","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
Probing Electrostatics in a DNA Repair Enzyme with a pH-Sensitive Nitroxyl Spin Label. 用ph敏感的硝基自旋标签探测DNA修复酶中的静电。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-17 DOI: 10.1021/acs.jpcb.5c07587
Sergey S Ovcherenko, Nikita A Bulgakov, Ivan A Litvinov, Andrey V Shernyukov, Danil A Kuznetsov, Anton V Endutkin, Timofey D Zharkov, Maxim S Kupryushkin, Igor A Kirilyuk, Dmitry O Zharkov, Elena G Bagryanskaya

Enzymes use electrostatic interactions to recognize their substrates, preorganize active sites, and stabilize reaction transition states. Formamidopyrimidine-DNA glycosylase (Fpg) is a bacterial enzyme that repairs a pro-mutagenic DNA lesion, 8-oxoguanine; its human homologues are important for cancer prevention. General acid-base catalysis in the active site of Fpg requires a finely tuned proton transfer between Pro1 and Glu2 residues. To assess the protonation state of the active site experimentally, we used EPR spectroscopy with a novel imidazolidine nitroxyl spin label responsive in the physiological pH range. The label showed excellent sensitivity in detecting DNA duplex formation and Fpg binding, allowing us to measure changes in the local electrostatic potential. We constructed DNA duplexes placing the spin label near the active site, as verified by EPR and molecular dynamics. Comparing the pH response of the label bound to wild-type Fpg and its catalytically dead E2Q mutant, we observed a notable deviation at pH 7.00 and above, which provides experimental evidence for a mutation-induced shift in the local electrostatic potential at the spin label site. Thus, our approach allows indirect but sensitive probing of the ionization state of key catalytic residues. This work demonstrates that pH-sensitive spin labels hold great potential for exploring electrostatic interactions in DNA-protein complexes, where fine-tuning of local charge is critical for function.

酶利用静电相互作用来识别底物,预先组织活性位点,并稳定反应过渡态。甲脒嘧啶-DNA糖基化酶(Fpg)是一种细菌酶,可修复致突变前DNA损伤。它的人类同源物对预防癌症很重要。Fpg活性位点的一般酸碱催化需要在Pro1和Glu2残基之间进行精细的质子转移。为了实验评估活性位点的质子化状态,我们使用了EPR光谱,并在生理pH范围内响应了一种新的咪唑烷硝基自旋标签。该标签在检测DNA双工形成和Fpg结合方面表现出优异的灵敏度,使我们能够测量局部静电电位的变化。我们构建了DNA双链,将自旋标签放置在活性位点附近,并通过EPR和分子动力学验证。将标签与野生型Fpg及其催化死亡的E2Q突变体结合后的pH响应进行比较,我们发现在pH为7.00及以上时存在显著偏差,这为自旋标签位点的局部静电势发生突变提供了实验证据。因此,我们的方法可以间接但敏感地探测关键催化残基的电离状态。这项工作表明,ph敏感自旋标签在探索dna -蛋白质复合物中的静电相互作用方面具有很大的潜力,其中局部电荷的微调对功能至关重要。
{"title":"Probing Electrostatics in a DNA Repair Enzyme with a pH-Sensitive Nitroxyl Spin Label.","authors":"Sergey S Ovcherenko, Nikita A Bulgakov, Ivan A Litvinov, Andrey V Shernyukov, Danil A Kuznetsov, Anton V Endutkin, Timofey D Zharkov, Maxim S Kupryushkin, Igor A Kirilyuk, Dmitry O Zharkov, Elena G Bagryanskaya","doi":"10.1021/acs.jpcb.5c07587","DOIUrl":"10.1021/acs.jpcb.5c07587","url":null,"abstract":"<p><p>Enzymes use electrostatic interactions to recognize their substrates, preorganize active sites, and stabilize reaction transition states. Formamidopyrimidine-DNA glycosylase (Fpg) is a bacterial enzyme that repairs a pro-mutagenic DNA lesion, 8-oxoguanine; its human homologues are important for cancer prevention. General acid-base catalysis in the active site of Fpg requires a finely tuned proton transfer between Pro1 and Glu2 residues. To assess the protonation state of the active site experimentally, we used EPR spectroscopy with a novel imidazolidine nitroxyl spin label responsive in the physiological pH range. The label showed excellent sensitivity in detecting DNA duplex formation and Fpg binding, allowing us to measure changes in the local electrostatic potential. We constructed DNA duplexes placing the spin label near the active site, as verified by EPR and molecular dynamics. Comparing the pH response of the label bound to wild-type Fpg and its catalytically dead E2Q mutant, we observed a notable deviation at pH 7.00 and above, which provides experimental evidence for a mutation-induced shift in the local electrostatic potential at the spin label site. Thus, our approach allows indirect but sensitive probing of the ionization state of key catalytic residues. This work demonstrates that pH-sensitive spin labels hold great potential for exploring electrostatic interactions in DNA-protein complexes, where fine-tuning of local charge is critical for function.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147472105","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
Molecular Signatures of Pressure-Induced Phase Transitions in a Lipid Bilayer. 脂质双分子层压力诱导相变的分子特征。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-17 DOI: 10.1021/acs.jpcb.5c08607
Yanna Gautier, Guillaume Stirnemann, Jérôme Hénin

Understanding how lipid bilayers respond to pressure is essential for interpreting the coupling between membrane proteins and their native environments. Here, we use all-atom molecular dynamics to examine the pressure-temperature behavior of model membranes composed of dimyristoylphosphatidylcholine (DMPC) or its cis-unsaturated analogue Δ9-cis-PC. Within the studied range (288-308 K, 1-2000 bar), DMPC undergoes a liquid-gel transition, while Δ9-cis-PC remains fluid due to unsaturation. The CHARMM36 force field reproduces experimental boundaries with high fidelity: simulated DMPC transitions fall within 5-10 K and 100-300 bar of experimental values, and Δ9-cis-PC exhibits no transition. Hysteresis is modest but most pronounced when starting from low-temperature gels; we propose a split-phase simulation protocol that alleviates the hysteresis problem. We identify the area per lipid, bilayer thickness, and acyl-chain gauche fractions as sensitive phase markers; among these, the gauche fraction provides the most robust signature. Simulations indicate that an interdigitated gel is the equilibrium structure under finite-size conditions, and we propose a novel metric to quantify the extent of this phenomenon. However, at low temperature and high pressure, interdigitation decreases, consistent with the experimental lamellar gel phase. This long-lived interdigitation critically impacts standard order parameters, specifically, area per lipid and membrane thickness. Finally, we discuss in detail how finite-size effects influence phase transition and interdigitation. Overall, these results underscore the accuracy of modern force fields and highlight how simulations are essential to mechanistically complement experimental studies of pressure-sensitive membranes.

了解脂质双分子层对压力的反应对于解释膜蛋白与其天然环境之间的偶联是至关重要的。在这里,我们使用全原子分子动力学来研究由二肉豆酰基磷脂酰胆碱(DMPC)或其顺式不饱和类似物Δ9-cis-PC组成的模型膜的压力-温度行为。在研究范围内(288-308 K, 1-2000 bar), DMPC经历了液凝胶转变,而Δ9-cis-PC由于不饱和而保持流体状态。CHARMM36力场高保真地再现了实验边界:模拟的DMPC跃迁在实验值的5-10 K和100-300 bar范围内,Δ9-cis-PC没有跃迁。迟滞不明显,但从低温凝胶开始时最明显;我们提出了一种分相仿真协议来缓解迟滞问题。我们确定了每脂质面积,双层厚度和酰基链间扭式分数作为敏感的相标记;其中,间扭式分数提供了最鲁棒的特征。模拟表明,在有限尺寸条件下,交错凝胶是一种平衡结构,我们提出了一种新的度量来量化这种现象的程度。而在低温高压下,交错现象减少,与实验层状凝胶相一致。这种长时间的交叉作用严重影响标准顺序参数,特别是每脂质面积和膜厚度。最后,我们详细讨论了有限尺寸效应如何影响相变和互指化。总的来说,这些结果强调了现代力场的准确性,并强调了模拟如何在机械上补充压力敏感膜的实验研究是必不可少的。
{"title":"Molecular Signatures of Pressure-Induced Phase Transitions in a Lipid Bilayer.","authors":"Yanna Gautier, Guillaume Stirnemann, Jérôme Hénin","doi":"10.1021/acs.jpcb.5c08607","DOIUrl":"10.1021/acs.jpcb.5c08607","url":null,"abstract":"<p><p>Understanding how lipid bilayers respond to pressure is essential for interpreting the coupling between membrane proteins and their native environments. Here, we use all-atom molecular dynamics to examine the pressure-temperature behavior of model membranes composed of dimyristoylphosphatidylcholine (DMPC) or its cis-unsaturated analogue Δ9-cis-PC. Within the studied range (288-308 K, 1-2000 bar), DMPC undergoes a liquid-gel transition, while Δ9-cis-PC remains fluid due to unsaturation. The CHARMM36 force field reproduces experimental boundaries with high fidelity: simulated DMPC transitions fall within 5-10 K and 100-300 bar of experimental values, and Δ9-cis-PC exhibits no transition. Hysteresis is modest but most pronounced when starting from low-temperature gels; we propose a split-phase simulation protocol that alleviates the hysteresis problem. We identify the area per lipid, bilayer thickness, and acyl-chain gauche fractions as sensitive phase markers; among these, the gauche fraction provides the most robust signature. Simulations indicate that an interdigitated gel is the equilibrium structure under finite-size conditions, and we propose a novel metric to quantify the extent of this phenomenon. However, at low temperature and high pressure, interdigitation decreases, consistent with the experimental lamellar gel phase. This long-lived interdigitation critically impacts standard order parameters, specifically, area per lipid and membrane thickness. Finally, we discuss in detail how finite-size effects influence phase transition and interdigitation. Overall, these results underscore the accuracy of modern force fields and highlight how simulations are essential to mechanistically complement experimental studies of pressure-sensitive membranes.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147472141","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
Hydration Lubrication Mechanism of Light-Cured Polyethylene Glycol Diacrylate and 2-Acrylamido-2-methylpropanesulfonic Acid Hydrogels: Experimental and Molecular Dynamics Simulations. 光固化聚乙二醇二丙烯酸酯和2-丙烯酰胺-2-甲基丙磺酸水凝胶的水化润滑机理:实验和分子动力学模拟。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-17 DOI: 10.1021/acs.jpcb.5c07136
Tao Zhu, Xujing Zhang, Yan Xu, Wu Wang, Jiahao Ma, Zhitao Yin, Yutong Chen

This study prepared a composite hydrogel using polyethylene glycol diacrylate (PEGDA) and 2-acrylamido-2-methylpropanesulfonic acid (AMPS) as raw materials, aiming to investigate the relationship between its hydration lubrication mechanism and friction behavior. By adjusting the mass fractions of PEGDA and AMPS, the hydrogel's mechanical properties were matched to those of articular cartilage, achieving a compressive modulus of 3.63 MPa. Friction tests revealed that the hydrogel exhibited a low coefficient of friction, consistently maintained within the range of 0.01-0.03 under various frequencies and load conditions, while demonstrating excellent lubrication stability throughout 7200 cycles of testing. Wetting and swelling tests demonstrate that AMPS effectively enhances the hydrogel's hydrophilicity while suppressing swelling, simultaneously increasing the bound water content within the system. Molecular dynamics simulations validate the excellent compatibility between PEGDA and AMPS. Constrained shear simulations reveal the hydrated lubrication layer's crucial role in mitigating shear stress, dispersing heat dissipation, and maintaining lubrication stability.

本研究以聚乙二醇二丙烯酸酯(PEGDA)和2-丙烯酰胺-2-甲基丙磺酸(AMPS)为原料制备了复合水凝胶,旨在研究其水化润滑机理与摩擦行为的关系。通过调整PEGDA和AMPS的质量分数,使水凝胶的力学性能与关节软骨的力学性能相匹配,其压缩模量为3.63 MPa。摩擦测试表明,水凝胶具有较低的摩擦系数,在各种频率和载荷条件下始终保持在0.01-0.03的范围内,同时在7200次循环测试中表现出优异的润滑稳定性。润湿和溶胀试验表明,AMPS在抑制溶胀的同时有效增强了水凝胶的亲水性,同时增加了体系内的束缚水含量。分子动力学模拟验证了PEGDA和AMPS的良好相容性。约束剪切模拟揭示了水合润滑层在减小剪切应力、分散散热和保持润滑稳定性方面的重要作用。
{"title":"Hydration Lubrication Mechanism of Light-Cured Polyethylene Glycol Diacrylate and 2-Acrylamido-2-methylpropanesulfonic Acid Hydrogels: Experimental and Molecular Dynamics Simulations.","authors":"Tao Zhu, Xujing Zhang, Yan Xu, Wu Wang, Jiahao Ma, Zhitao Yin, Yutong Chen","doi":"10.1021/acs.jpcb.5c07136","DOIUrl":"10.1021/acs.jpcb.5c07136","url":null,"abstract":"<p><p>This study prepared a composite hydrogel using polyethylene glycol diacrylate (PEGDA) and 2-acrylamido-2-methylpropanesulfonic acid (AMPS) as raw materials, aiming to investigate the relationship between its hydration lubrication mechanism and friction behavior. By adjusting the mass fractions of PEGDA and AMPS, the hydrogel's mechanical properties were matched to those of articular cartilage, achieving a compressive modulus of 3.63 MPa. Friction tests revealed that the hydrogel exhibited a low coefficient of friction, consistently maintained within the range of 0.01-0.03 under various frequencies and load conditions, while demonstrating excellent lubrication stability throughout 7200 cycles of testing. Wetting and swelling tests demonstrate that AMPS effectively enhances the hydrogel's hydrophilicity while suppressing swelling, simultaneously increasing the bound water content within the system. Molecular dynamics simulations validate the excellent compatibility between PEGDA and AMPS. Constrained shear simulations reveal the hydrated lubrication layer's crucial role in mitigating shear stress, dispersing heat dissipation, and maintaining lubrication stability.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147472139","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
Pentameric Architecture of the SARS-CoV-2 Envelope Protein Revealed by SEC-MALS, Cryo-EM, and Molecular Dynamics. 基于SEC-MALS、Cryo-EM和分子动力学的SARS-CoV-2包膜蛋白五聚体结构
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-12 DOI: 10.1021/acs.jpcb.5c08730
Zi-Wen Weng, Danny Farhat, Jyh-Yeuan Lee, Shang-Te Danny Hsu

The SARS-CoV-2 envelope (E) protein is a small viroporin that drives viral assembly, budding, and host interactions, yet its structural organization has remained elusive. Earlier nuclear magnetic resonance spectroscopy studies hint at oligomerization without direct evidence, and the construct lacks the flexible C-terminal region. To bridge this gap, we synthesized the full-length E protein to investigate its oligomeric state. Using size-exclusion chromatography coupled with multiangle light scattering, we demonstrated that the E protein assembles as a stable pentamer in solution. We then reconstituted the E protein into membrane scaffold protein nanodiscs to mimic the lipid bilayer environment for structural analyses by negative-stain electron microscopy and cryo-electron microscopy, which revealed pentamer-like features. Molecular dynamics simulations of the E protein in a nanodisc and a membrane bilayer setting further corroborated the structural flexibility of the C-terminal domain. Collectively, these data present direct evidence that the SARS-CoV-2 E protein assembles as a pentamer in both solution and membrane-mimetic environments. Our results provide a structural foundation for future investigations into the E protein's roles in ion channel activity, membrane remodeling, and virus-host interactions.

SARS-CoV-2包膜(E)蛋白是一种小型病毒蛋白,可驱动病毒组装、出芽和宿主相互作用,但其结构组织仍然难以捉摸。早期的核磁共振波谱研究在没有直接证据的情况下暗示了寡聚化,并且该结构缺乏柔性的c端区。为了弥补这一空白,我们合成了全长E蛋白来研究其低聚状态。利用尺寸排除色谱和多角度光散射,我们证明了E蛋白在溶液中作为稳定的五聚体组装。然后,我们将E蛋白重组成膜支架蛋白纳米盘,以模拟脂质双分子层环境,并通过负染色电镜和低温电镜进行结构分析,发现其具有五聚体样特征。纳米圆盘和膜双分子层设置中的E蛋白分子动力学模拟进一步证实了c端结构域的结构灵活性。总的来说,这些数据提供了直接证据,表明sars - cov - 2e蛋白在溶液和膜模拟环境中都以五聚体的形式组装。我们的研究结果为进一步研究E蛋白在离子通道活性、膜重塑和病毒-宿主相互作用中的作用提供了结构基础。
{"title":"Pentameric Architecture of the SARS-CoV-2 Envelope Protein Revealed by SEC-MALS, Cryo-EM, and Molecular Dynamics.","authors":"Zi-Wen Weng, Danny Farhat, Jyh-Yeuan Lee, Shang-Te Danny Hsu","doi":"10.1021/acs.jpcb.5c08730","DOIUrl":"10.1021/acs.jpcb.5c08730","url":null,"abstract":"<p><p>The SARS-CoV-2 envelope (E) protein is a small viroporin that drives viral assembly, budding, and host interactions, yet its structural organization has remained elusive. Earlier nuclear magnetic resonance spectroscopy studies hint at oligomerization without direct evidence, and the construct lacks the flexible C-terminal region. To bridge this gap, we synthesized the full-length E protein to investigate its oligomeric state. Using size-exclusion chromatography coupled with multiangle light scattering, we demonstrated that the E protein assembles as a stable pentamer in solution. We then reconstituted the E protein into membrane scaffold protein nanodiscs to mimic the lipid bilayer environment for structural analyses by negative-stain electron microscopy and cryo-electron microscopy, which revealed pentamer-like features. Molecular dynamics simulations of the E protein in a nanodisc and a membrane bilayer setting further corroborated the structural flexibility of the C-terminal domain. Collectively, these data present direct evidence that the SARS-CoV-2 E protein assembles as a pentamer in both solution and membrane-mimetic environments. Our results provide a structural foundation for future investigations into the E protein's roles in ion channel activity, membrane remodeling, and virus-host interactions.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429724","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
Predicting Electrolyte Stability in Lithium and Post-Lithium Metal Batteries: The Failure of Linear Single Descriptor-Based Models. 预测锂和后锂金属电池的电解质稳定性:基于线性单一描述符模型的失效。
IF 2.9 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2026-03-09 DOI: 10.1021/acs.jpcb.5c08140
Sudhin Rathnakumaran, Madhurja Buragohain, Soumya U Kuzhupullimadom, Amiya Paul, Nikitha Srinivasan, Stuti Gupta, Sooraj Kunnikuruvan

A stable solid electrolyte interphase (SEI), formed by the reductive decomposition of electrolytes at the anode surface, is crucial for ensuring the safety and long-term performance of lithium metal and post-lithium metal batteries. Conventionally, the lowest unoccupied molecular orbital (LUMO) energy of an ion-solvent complex has been used as the primary descriptor for predicting reductive decomposition kinetics and electrolyte stability. In this work, we critically evaluate this assumption and show that LUMO energies do not exhibit a direct linear correlation with reductive decomposition kinetics. Instead, the relationship between LUMO levels and reductive stability is inherently nonlinear across diverse electrolyte chemistries, limiting the general applicability of LUMO-based screening. To address this limitation, we developed machine learning (ML) models that use multiple structural and electronic structure parameters as input features and free energy barriers as the target quantity. The models are trained on free energy barriers obtained from density functional theory (DFT) calculations for 200 ion-solvent complexes spanning a wide range of lithium metal battery (LMB) and post-LMB electrolytes. These nonlinear models were found to significantly outperform traditional linear approaches based solely on the LUMO energy, yielding more accurate predictions of the reductive stability of electrolytes. Our findings highlight the need for multifeature, nonlinear models to capture the complexity of electrolyte reactivity and offer a computational framework to accelerate the rational design of stable electrolytes for next-generation battery technologies.

稳定的固体电解质界面相(SEI)是由阳极表面电解质的还原性分解形成的,对于确保锂金属和后锂金属电池的安全和长期性能至关重要。传统上,离子-溶剂配合物的最低未占据分子轨道(LUMO)能量被用作预测还原分解动力学和电解质稳定性的主要描述符。在这项工作中,我们批判性地评估了这一假设,并表明LUMO能量与还原分解动力学不表现出直接的线性相关。相反,在不同的电解质化学中,LUMO水平与还原稳定性之间的关系本质上是非线性的,这限制了基于LUMO筛选的一般适用性。为了解决这一限制,我们开发了机器学习(ML)模型,该模型使用多个结构和电子结构参数作为输入特征,并将自由能势垒作为目标数量。这些模型是根据密度泛函理论(DFT)计算得到的200种离子溶剂配合物的自由能垒进行训练的,这些配合物跨越了广泛的锂金属电池(LMB)和后LMB电解质。研究发现,这些非线性模型明显优于仅基于LUMO能量的传统线性方法,可以更准确地预测电解质的还原稳定性。我们的研究结果强调了对多特征、非线性模型的需求,以捕捉电解质反应性的复杂性,并提供一个计算框架,以加速下一代电池技术稳定电解质的合理设计。
{"title":"Predicting Electrolyte Stability in Lithium and Post-Lithium Metal Batteries: The Failure of Linear Single Descriptor-Based Models.","authors":"Sudhin Rathnakumaran, Madhurja Buragohain, Soumya U Kuzhupullimadom, Amiya Paul, Nikitha Srinivasan, Stuti Gupta, Sooraj Kunnikuruvan","doi":"10.1021/acs.jpcb.5c08140","DOIUrl":"10.1021/acs.jpcb.5c08140","url":null,"abstract":"<p><p>A stable solid electrolyte interphase (SEI), formed by the reductive decomposition of electrolytes at the anode surface, is crucial for ensuring the safety and long-term performance of lithium metal and post-lithium metal batteries. Conventionally, the lowest unoccupied molecular orbital (LUMO) energy of an ion-solvent complex has been used as the primary descriptor for predicting reductive decomposition kinetics and electrolyte stability. In this work, we critically evaluate this assumption and show that LUMO energies do not exhibit a direct linear correlation with reductive decomposition kinetics. Instead, the relationship between LUMO levels and reductive stability is inherently nonlinear across diverse electrolyte chemistries, limiting the general applicability of LUMO-based screening. To address this limitation, we developed machine learning (ML) models that use multiple structural and electronic structure parameters as input features and free energy barriers as the target quantity. The models are trained on free energy barriers obtained from density functional theory (DFT) calculations for 200 ion-solvent complexes spanning a wide range of lithium metal battery (LMB) and post-LMB electrolytes. These nonlinear models were found to significantly outperform traditional linear approaches based solely on the LUMO energy, yielding more accurate predictions of the reductive stability of electrolytes. Our findings highlight the need for multifeature, nonlinear models to capture the complexity of electrolyte reactivity and offer a computational framework to accelerate the rational design of stable electrolytes for next-generation battery technologies.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2026-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147375460","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
期刊
The Journal of Physical Chemistry B
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1