首页 > 最新文献

Langmuir最新文献

英文 中文
Integration of Multiple Optimization Algorithms with Machine Learning: Predicting Nitrogen Adsorption Volume of Coal Rocks 多优化算法与机器学习的集成:煤岩氮吸附体积预测
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 DOI: 10.1021/acs.langmuir.5c06684
Junjie Cai,Xijian Li,Shoukun Chen
The nitrogen adsorption capacity is of great significance for the characterization of porous materials, carbon sequestration, and coalbed methane development. Essentially, this is a typical research scenario of solid–gas interface interaction in the broad field of interface science. Accurate prediction of adsorption volume had proven challenging due to the highly nonlinear relationship between coal rocks complex characteristics and adsorption behavior. This study investigated coal rocks of varying particle sizes. Based on low-temperature liquid nitrogen adsorption experimental data, the pore structure characteristics were systematically analyzed. Random Forest (RF) and Support Vector Machine (SVM) models were subsequently employed, in combination with four optimization algorithms (Sparrow Search Algorithm (SSA), Snake Optimization (SO), Chameleon Swarm Algorithm (CSA), and Northern Goshawk Optimization (NGO)), to predict nitrogen adsorption volume. The results demonstrated that optimized models, particularly those enhanced by NGO and CSA, outperformed alternative approaches. Compared with SVM, the RF model achieved superior prediction accuracy. Among optimization algorithms, the RF model enhanced by NGO/CSA exhibited the best performance, attaining a coefficient of determination (R2) value of 0.9804. Regarding validation set performance, the optimized RF model showed substantial improvements, with a mean absolute error (MAE) of 0.1119, a mean absolute percentage error (MAPE) of 0.0545, a mean squared error (MSE) of 0.0389, and a root mean squared error (RMSE) of 0.1972. The R2 value of the optimal model on the validation set was improved by nearly 10% compared with the original RF model. Coal rock size constitutes a key predictive factor for nitrogen adsorption volume. 120 to 200 mesh exhibits the most significant influence. This research highlights the importance of particle size as a predictive factor and validates the effectiveness of integrating optimization algorithms with machine learning models for predicting nitrogen adsorption capacity in coal rocks. It also provides a novel quantitative method for the study of the interaction between solid and gas interfaces in interface science.
氮吸附能力对表征多孔材料、固碳、煤层气开发等具有重要意义。本质上,这是界面科学广阔领域中固气界面相互作用的典型研究场景。由于煤岩复杂特征与吸附行为之间的高度非线性关系,对吸附体积的准确预测具有挑战性。本研究考察了不同粒径的煤岩。基于低温液氮吸附实验数据,系统分析了其孔隙结构特征。随后,采用随机森林(RF)和支持向量机(SVM)模型,结合麻雀搜索算法(SSA)、蛇优化算法(SO)、变色龙群算法(CSA)和北方苍鹰优化算法(NGO)四种优化算法对氮吸附量进行预测。结果表明,优化后的模型,特别是由NGO和CSA增强的模型,优于其他方法。与支持向量机相比,射频模型的预测精度更高。在优化算法中,NGO/CSA增强的射频模型表现最好,其决定系数(R2)为0.9804。在验证集性能方面,优化后的射频模型得到了显著改善,平均绝对误差(MAE)为0.1119,平均绝对百分比误差(MAPE)为0.0545,均方误差(MSE)为0.0389,均方根误差(RMSE)为0.1972。最优模型在验证集上的R2值较原RF模型提高了近10%。煤岩粒度是氮吸附体积的重要预测因素。120 ~ 200目影响最显著。该研究强调了粒度作为预测因素的重要性,并验证了将优化算法与机器学习模型相结合用于预测煤岩中氮吸附能力的有效性。这也为界面科学中固气界面相互作用的定量研究提供了一种新的方法。
{"title":"Integration of Multiple Optimization Algorithms with Machine Learning: Predicting Nitrogen Adsorption Volume of Coal Rocks","authors":"Junjie Cai,Xijian Li,Shoukun Chen","doi":"10.1021/acs.langmuir.5c06684","DOIUrl":"https://doi.org/10.1021/acs.langmuir.5c06684","url":null,"abstract":"The nitrogen adsorption capacity is of great significance for the characterization of porous materials, carbon sequestration, and coalbed methane development. Essentially, this is a typical research scenario of solid–gas interface interaction in the broad field of interface science. Accurate prediction of adsorption volume had proven challenging due to the highly nonlinear relationship between coal rocks complex characteristics and adsorption behavior. This study investigated coal rocks of varying particle sizes. Based on low-temperature liquid nitrogen adsorption experimental data, the pore structure characteristics were systematically analyzed. Random Forest (RF) and Support Vector Machine (SVM) models were subsequently employed, in combination with four optimization algorithms (Sparrow Search Algorithm (SSA), Snake Optimization (SO), Chameleon Swarm Algorithm (CSA), and Northern Goshawk Optimization (NGO)), to predict nitrogen adsorption volume. The results demonstrated that optimized models, particularly those enhanced by NGO and CSA, outperformed alternative approaches. Compared with SVM, the RF model achieved superior prediction accuracy. Among optimization algorithms, the RF model enhanced by NGO/CSA exhibited the best performance, attaining a coefficient of determination (R2) value of 0.9804. Regarding validation set performance, the optimized RF model showed substantial improvements, with a mean absolute error (MAE) of 0.1119, a mean absolute percentage error (MAPE) of 0.0545, a mean squared error (MSE) of 0.0389, and a root mean squared error (RMSE) of 0.1972. The R2 value of the optimal model on the validation set was improved by nearly 10% compared with the original RF model. Coal rock size constitutes a key predictive factor for nitrogen adsorption volume. 120 to 200 mesh exhibits the most significant influence. This research highlights the importance of particle size as a predictive factor and validates the effectiveness of integrating optimization algorithms with machine learning models for predicting nitrogen adsorption capacity in coal rocks. It also provides a novel quantitative method for the study of the interaction between solid and gas interfaces in interface science.","PeriodicalId":50,"journal":{"name":"Langmuir","volume":"20 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506197","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 the Solution Structure of Amphiphilic Polymer Flower–Micelles Using Fluorescence and Hyper-Rayleigh Scattering Methods 用荧光和超瑞利散射方法探测两亲性聚合物花胶束的溶液结构
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 DOI: 10.1021/acs.langmuir.6c00511
Harshita Sardana,Sourav Saikia,Puspendu Kumar Das,S Ramakrishnan
Flower micelles are self-assembled structures formed when certain amphiphilic polymer architectures are dissolved in water; they typically carry a core formed by the hydrophobic segments and a shell containing loops of the hydrophilic backbone segments. First, a periodically grafted amphiphilic polymer (PGAP) carrying long PEG2000 segments in the backbone and pendant eicosyl (C20) segments located at periodic intervals, along with a small fraction (∼10%) of pendant clickable propargyl units was prepared. This served as the parent scaffold to covalently install fluorescence probes, namely, N,N-dimethyl naphthalimide and pyrene; the fluorescence spectral features of these covalently linked probes revealed that they reside within the hydrophobic core of the anticipated flower micelles formed by these PGAPs in water. In a second study, a different chromophore possessing a strong dipole, namely, 3,6-dinitrocarbazole, tethered to a hydrophobic dodecyl segment was installed on every repeat unit of the chain to yield a specially designed PGAP that was studied by hyper-Rayleigh scattering (HRS). An unusual variation in the second harmonic intensity (I2ω), as a function of chloroform–methanol composition, suggested that the conformation of the chain, upon going from a good solvent (chloroform) to a PEG-selective solvent (methanol), traverses through an intermediate state, wherein directionally ordered chromophoric clusters lead to a significant increase in the I2ω values. This was confirmed by the study of an analogous model surfactant bearing the same chromophore at the tail-end of the hydrophobic alkyl segment; this model surfactant also exhibited a similar increase before decreasing to a final low value, which is expected for a spherically symmetric arrangement of the dipoles. In summary, flower micelle formation by suitably derivatized PGAPs was first confirmed by examining the spectral features of covalently installed polarity-sensitive fluorescent probes; conversely, HRS studies revealed the conformational pathway toward flower micelles in a specifically designed dye-derivatized PGAP.
花胶束是某些两亲性聚合物结构溶解于水中形成的自组装结构;它们通常携带一个由疏水片段组成的核和一个包含亲水主链片段环的壳。首先,制备了一种周期性接枝的两亲性聚合物(PGAP),该聚合物在主链上携带长PEG2000片段,在周期性间隔上携带垂链二十烷基(C20)片段,以及一小部分(~ 10%)垂链可点击丙炔基单元。作为母体支架,共价安装荧光探针,即N,N-二甲基萘酰亚胺和芘;这些共价连接探针的荧光光谱特征表明,它们位于这些pgap在水中形成的预期花胶束的疏水核心内。在第二项研究中,将具有强偶极子的不同发色团,即3,6-二硝基咔唑,拴在疏水十二基段上,安装在链的每个重复单元上,以产生专门设计的PGAP,并通过超瑞利散射(HRS)研究。作为氯仿-甲醇组成的函数,二次谐波强度(I2ω)的异常变化表明,当从良好溶剂(氯仿)到peg选择性溶剂(甲醇)时,链的构象穿过中间状态,其中定向有序的显色团簇导致I2ω值显着增加。在疏水烷基段尾部具有相同发色团的类似模型表面活性剂的研究证实了这一点;该模型表面活性剂也表现出类似的增加,然后下降到最终的低值,这是偶极子的球对称排列所期望的。综上所述,通过检测共价安装的极性敏感荧光探针的光谱特征,首先证实了适当衍生化的pgap可以形成花胶束;相反,HRS研究揭示了在专门设计的染料衍生PGAP中通往花胶束的构象途径。
{"title":"Probing the Solution Structure of Amphiphilic Polymer Flower–Micelles Using Fluorescence and Hyper-Rayleigh Scattering Methods","authors":"Harshita Sardana,Sourav Saikia,Puspendu Kumar Das,S Ramakrishnan","doi":"10.1021/acs.langmuir.6c00511","DOIUrl":"https://doi.org/10.1021/acs.langmuir.6c00511","url":null,"abstract":"Flower micelles are self-assembled structures formed when certain amphiphilic polymer architectures are dissolved in water; they typically carry a core formed by the hydrophobic segments and a shell containing loops of the hydrophilic backbone segments. First, a periodically grafted amphiphilic polymer (PGAP) carrying long PEG2000 segments in the backbone and pendant eicosyl (C20) segments located at periodic intervals, along with a small fraction (∼10%) of pendant clickable propargyl units was prepared. This served as the parent scaffold to covalently install fluorescence probes, namely, N,N-dimethyl naphthalimide and pyrene; the fluorescence spectral features of these covalently linked probes revealed that they reside within the hydrophobic core of the anticipated flower micelles formed by these PGAPs in water. In a second study, a different chromophore possessing a strong dipole, namely, 3,6-dinitrocarbazole, tethered to a hydrophobic dodecyl segment was installed on every repeat unit of the chain to yield a specially designed PGAP that was studied by hyper-Rayleigh scattering (HRS). An unusual variation in the second harmonic intensity (I2ω), as a function of chloroform–methanol composition, suggested that the conformation of the chain, upon going from a good solvent (chloroform) to a PEG-selective solvent (methanol), traverses through an intermediate state, wherein directionally ordered chromophoric clusters lead to a significant increase in the I2ω values. This was confirmed by the study of an analogous model surfactant bearing the same chromophore at the tail-end of the hydrophobic alkyl segment; this model surfactant also exhibited a similar increase before decreasing to a final low value, which is expected for a spherically symmetric arrangement of the dipoles. In summary, flower micelle formation by suitably derivatized PGAPs was first confirmed by examining the spectral features of covalently installed polarity-sensitive fluorescent probes; conversely, HRS studies revealed the conformational pathway toward flower micelles in a specifically designed dye-derivatized PGAP.","PeriodicalId":50,"journal":{"name":"Langmuir","volume":"14 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506443","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
Modulation of Near-Field Radiative Heat Transfer between Weyl Semimetal/hBN Multilayers Weyl半金属/hBN多层膜间近场辐射换热的调制
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 DOI: 10.1021/acs.langmuir.5c06362
Zhixin Pan,Zeming Deng,Jie Xie,Jinlin Song,Qiang Cheng
Weyl semimetals (WSMs) have attracted a considerable amount of attention in many fields due to their appealing optical properties. In this work, we study the near-field radiative heat transfer (NFRHT) between two WSM/hBN multilayer structures to analyze the coupling of surface plasmons of WSMs and nonresonant hyperbolic modes. We find that the WSM/hBN multilayer structure not only combines the SPPs and ENZ effect of WSM plates and HMs of hBN plates but also yields HSPPs that play an important role in the enhancement of NFRHT. Hence, a high total HTC of 1.80 × 104 W K–1 m–2 at d = 10 nm can be achieved, which is 1.89 and 6.45 times higher than the values of the pure WSM and pure hBN cases, respectively. The Fermi level and number of Weyl nodes of WSM plates allow for high tunability of NFRHT of the system. The effects of geometry and the topmost layer material on NFRHT are also discussed. We hope that our findings are beneficial for thermal management in WSM-based systems at the nanoscale.
Weyl半金属材料以其独特的光学特性在许多领域引起了广泛的关注。本文研究了两种WSM/hBN多层结构之间的近场辐射传热(NFRHT),以分析WSM表面等离子体与非共振双曲模式的耦合。我们发现,WSM/hBN多层结构不仅结合了WSM板的SPPs和ENZ效应和hBN板的HMs效应,而且产生了对NFRHT增强起重要作用的HSPPs。因此,在d = 10 nm处,总HTC可达到1.80 × 104 W K-1 m-2,分别是纯WSM和纯hBN情况下的1.89和6.45倍。WSM板的费米能级和Weyl节点的数量使得系统的NFRHT具有很高的可调性。讨论了几何形状和最上层材料对NFRHT的影响。我们希望我们的发现对纳米级wsm系统的热管理有益。
{"title":"Modulation of Near-Field Radiative Heat Transfer between Weyl Semimetal/hBN Multilayers","authors":"Zhixin Pan,Zeming Deng,Jie Xie,Jinlin Song,Qiang Cheng","doi":"10.1021/acs.langmuir.5c06362","DOIUrl":"https://doi.org/10.1021/acs.langmuir.5c06362","url":null,"abstract":"Weyl semimetals (WSMs) have attracted a considerable amount of attention in many fields due to their appealing optical properties. In this work, we study the near-field radiative heat transfer (NFRHT) between two WSM/hBN multilayer structures to analyze the coupling of surface plasmons of WSMs and nonresonant hyperbolic modes. We find that the WSM/hBN multilayer structure not only combines the SPPs and ENZ effect of WSM plates and HMs of hBN plates but also yields HSPPs that play an important role in the enhancement of NFRHT. Hence, a high total HTC of 1.80 × 104 W K–1 m–2 at d = 10 nm can be achieved, which is 1.89 and 6.45 times higher than the values of the pure WSM and pure hBN cases, respectively. The Fermi level and number of Weyl nodes of WSM plates allow for high tunability of NFRHT of the system. The effects of geometry and the topmost layer material on NFRHT are also discussed. We hope that our findings are beneficial for thermal management in WSM-based systems at the nanoscale.","PeriodicalId":50,"journal":{"name":"Langmuir","volume":"270 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506196","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
How Cross-Linking Influences the Electrochemical Properties for Brush-Functionalized Electrodes 交联如何影响电刷功能化电极的电化学性能
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 DOI: 10.1021/acs.langmuir.5c05177
Esli Diepenbroek,Selvaraj Chinnathambi,Vasileios Kyriakou,E. Stefan Kooij,Sissi de Beer
Hydrogel brushes comprise cross-linked polymer chains that are attached at one end to a substrate. Their network architecture promotes electrochemical stability, which renders these materials suitable for electrochemical applications. However, the electrochemical properties of such hydrogel brushes have not yet been studied yet. In this work, we investigate the role of the cross-linker in the electrochemical behavior of negatively charged poly(3-sulfopropyl methacrylate) (PSPMA) hydrogel brushes. Using electrochemical impedance spectroscopy, we study the role of layer resistance in a poor solvent (0.1 M KOH) and the role of charge transfer in a good solvent (0.1 M KCl). In 0.1 M KOH, we observe that the polymer layer limits the ion diffusion to the electrode and that this phenomenon depends on the cross-linker content. There is an optimum in cross-linker content, for which the ion diffusion experiences the least resistance. We attribute this optimum to a variance in the flexible and rigid polymer phase. In 0.1 M KCl, we find that the solvated brush thickness is the parameter that determines the extent of the charge transfer resistance. The more cross-linked a hydrogel brush is, the lower the swelling ratio in a good solvent and thus the lower the charge transfer resistance becomes. With this knowledge, we can use the cross-linker content as a tool to minimize the layer resistance or tune the charge transfer resistance, which is useful for corrosion protection, electrochemical sensing, and ion gating applications.
水凝胶刷包括交联的聚合物链,其一端连接到衬底上。它们的网络结构促进了电化学稳定性,这使得这些材料适合电化学应用。然而,这种水凝胶刷的电化学性能尚未得到研究。在这项工作中,我们研究了交联剂在带负电荷的聚(3-甲基丙烯酸磺丙酯)(PSPMA)水凝胶刷的电化学行为中的作用。利用电化学阻抗谱研究了在不良溶剂(0.1 M KOH)和良好溶剂(0.1 M KCl)中层电阻的作用和电荷转移的作用。在0.1 M KOH下,我们观察到聚合物层限制了离子向电极的扩散,这种现象取决于交联剂的含量。交联剂含量存在一个最优值,此时离子扩散阻力最小。我们将这种最佳状态归因于柔性和刚性聚合物相的变化。在0.1 M KCl条件下,我们发现溶剂化电刷的厚度是决定电荷转移阻力大小的参数。水凝胶刷的交联度越高,在良好溶剂中的溶胀率越低,电荷转移阻力也就越低。有了这些知识,我们可以使用交联剂含量作为工具来最小化层电阻或调整电荷转移电阻,这对于腐蚀保护,电化学传感和离子门控应用非常有用。
{"title":"How Cross-Linking Influences the Electrochemical Properties for Brush-Functionalized Electrodes","authors":"Esli Diepenbroek,Selvaraj Chinnathambi,Vasileios Kyriakou,E. Stefan Kooij,Sissi de Beer","doi":"10.1021/acs.langmuir.5c05177","DOIUrl":"https://doi.org/10.1021/acs.langmuir.5c05177","url":null,"abstract":"Hydrogel brushes comprise cross-linked polymer chains that are attached at one end to a substrate. Their network architecture promotes electrochemical stability, which renders these materials suitable for electrochemical applications. However, the electrochemical properties of such hydrogel brushes have not yet been studied yet. In this work, we investigate the role of the cross-linker in the electrochemical behavior of negatively charged poly(3-sulfopropyl methacrylate) (PSPMA) hydrogel brushes. Using electrochemical impedance spectroscopy, we study the role of layer resistance in a poor solvent (0.1 M KOH) and the role of charge transfer in a good solvent (0.1 M KCl). In 0.1 M KOH, we observe that the polymer layer limits the ion diffusion to the electrode and that this phenomenon depends on the cross-linker content. There is an optimum in cross-linker content, for which the ion diffusion experiences the least resistance. We attribute this optimum to a variance in the flexible and rigid polymer phase. In 0.1 M KCl, we find that the solvated brush thickness is the parameter that determines the extent of the charge transfer resistance. The more cross-linked a hydrogel brush is, the lower the swelling ratio in a good solvent and thus the lower the charge transfer resistance becomes. With this knowledge, we can use the cross-linker content as a tool to minimize the layer resistance or tune the charge transfer resistance, which is useful for corrosion protection, electrochemical sensing, and ion gating applications.","PeriodicalId":50,"journal":{"name":"Langmuir","volume":"16 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506200","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
Droplet Encapsulation in Superhydrophobic Surface-Attached Bubbles Driven by Laser-Induced Cavitation. 激光诱导空化驱动超疏水表面附着气泡中的液滴封装。
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 Epub Date: 2026-02-26 DOI: 10.1021/acs.langmuir.6c00019
Pengfei Du, Chengxu Tu, Guiyuan Ma, Ji Chen, Hongbo Yang, Yichen Li, Zhongran Hao, Jianan Zhou, Xianlei Chen, Jianzhong Lin, Fubing Bao

As a novel phenomenon recently unveiled in immersion lithography research, bubble-encapsulated droplets vanish in mere fractions of a second. Despite their subsecond lifetimes, bubble-encapsulated droplets hold significant potential for applications including cell incubation, droplet microreactors, and in situ sampling in environmental fluids. Here, we couple patterned superhydrophobic surfaces (PSHSs) with laser-induced cavitation to achieve controllable droplet encapsulation inside a surface-attached bubble. High-speed shadowgraphy shows that collapse near an attached bubble generates a microjet directed toward the PSHS. With the dimensionless separation distance γ and radius ratio ε scaled by the maximum cavitation bubble radius (Rmax), the internal jet transitions between conical, concave, and crown-like morphologies. During jet impaction, the liquid thread undergoes necking and pinch-off under the coupled action of inertia, surface tension, and gravity, producing droplets that remain confined within the surface-attached bubble for days. At fixed ε, the microjet velocity decreases with increasing γ, whereas the encapsulated droplet radius Rd varies nonmonotonically with γ. At fixed γ, Rd increases with ε, while the dimensionless encapsulation time τd decreases with ε. These results establish a repeatable, noncontact route to long-lived bubble-encapsulated droplets and quantitatively demonstrate the tunability of this encapsulation technique while deepening mechanistic insights into its encapsulation formation dynamics.

最近在浸没式光刻研究中发现了一种新现象,气泡封装的液滴仅在几分之一秒内消失。尽管它们的寿命为亚秒,但气泡封装的液滴在细胞孵育、液滴微反应器和环境流体中的原位取样等应用中具有巨大的潜力。在这里,我们将图案超疏水表面(PSHSs)与激光诱导空化耦合,以实现可控制的液滴封装在表面附着的气泡内。高速阴影成像显示,在附着气泡附近的坍塌会产生一个指向PSHS的微射流。随着无因次分离距离γ和半径比ε以最大空化泡半径(Rmax)为尺度,内部射流在锥形、凹形和冠状形态之间转换。在射流撞击过程中,在惯性、表面张力和重力的耦合作用下,液体螺纹经历颈缩和挤压,产生的液滴在附着在表面的气泡中停留数天。当ε固定时,微射流速度随γ的增加而减小,而被封装的液滴半径Rd随γ呈非单调变化。在固定γ下,Rd随ε增大而增大,而无因次包封时间τd随ε减小。这些结果建立了一种可重复的、非接触式的长寿命气泡封装液滴的途径,并定量地证明了这种封装技术的可调性,同时加深了对其封装形成动力学的机理认识。
{"title":"Droplet Encapsulation in Superhydrophobic Surface-Attached Bubbles Driven by Laser-Induced Cavitation.","authors":"Pengfei Du, Chengxu Tu, Guiyuan Ma, Ji Chen, Hongbo Yang, Yichen Li, Zhongran Hao, Jianan Zhou, Xianlei Chen, Jianzhong Lin, Fubing Bao","doi":"10.1021/acs.langmuir.6c00019","DOIUrl":"10.1021/acs.langmuir.6c00019","url":null,"abstract":"<p><p>As a novel phenomenon recently unveiled in immersion lithography research, bubble-encapsulated droplets vanish in mere fractions of a second. Despite their subsecond lifetimes, bubble-encapsulated droplets hold significant potential for applications including cell incubation, droplet microreactors, and in situ sampling in environmental fluids. Here, we couple patterned superhydrophobic surfaces (PSHSs) with laser-induced cavitation to achieve controllable droplet encapsulation inside a surface-attached bubble. High-speed shadowgraphy shows that collapse near an attached bubble generates a microjet directed toward the PSHS. With the dimensionless separation distance γ and radius ratio ε scaled by the maximum cavitation bubble radius (<i>R</i><sub>max</sub>), the internal jet transitions between conical, concave, and crown-like morphologies. During jet impaction, the liquid thread undergoes necking and pinch-off under the coupled action of inertia, surface tension, and gravity, producing droplets that remain confined within the surface-attached bubble for days. At fixed ε, the microjet velocity decreases with increasing γ, whereas the encapsulated droplet radius <i>R</i><sub>d</sub> varies nonmonotonically with γ. At fixed γ, <i>R</i><sub>d</sub> increases with ε, while the dimensionless encapsulation time τ<sub>d</sub> decreases with ε. These results establish a repeatable, noncontact route to long-lived bubble-encapsulated droplets and quantitatively demonstrate the tunability of this encapsulation technique while deepening mechanistic insights into its encapsulation formation dynamics.</p>","PeriodicalId":50,"journal":{"name":"Langmuir","volume":" ","pages":"8055-8067"},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147300116","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
Bioadhesive and pH-Responsive ZnO@Polydopamine Core-Shell Nanocarriers for Intelligent Pesticide Delivery and Synergistic Antifungal Action. 生物粘合剂和ph响应ZnO@Polydopamine核壳纳米载体的智能农药传递和协同抗真菌作用。
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 Epub Date: 2026-03-12 DOI: 10.1021/acs.langmuir.6c00283
Chunfeng Zhang, Yunyou Lv, Meiqi Guan, Yu Lu, Elin Li, Peiyao Wu, Weijie Li, Fang Yang, Jie Liu

The development of intelligent nanocarriers capable of overcoming the intrinsic limitations of conventional pesticides, including poor foliar adhesion, photodegradation, and nonspecific release, remains a major challenge in agrochemical science. Herein, we report a multifunctional core-shell nanocarrier (Pro@ZnO@PDA, denoted as PZP NPs) constructed via interfacial engineering, in which prochloraz-loaded ZnO nanoparticles (ZnO NPs) are encapsulated within a polydopamine (PDA) shell. The rough surface of the ZnO core enables a high pesticide loading capacity of 12%, while the PDA shell markedly enhances leaf adhesion, reducing the contact angle on plant leaves by 25.4%, thereby improving foliar retention. Benefiting from acid-sensitive interfacial dissociation between the PDA shell and ZnO core, the nanocarrier exhibits pH-responsive release behavior, achieving a targeted prochloraz release of 76% under acidic conditions (pH 5.4). In addition, the ZnO core effectively shields the active ingredient from ultraviolet irradiation, resulting in a 23.3-fold enhancement in photostability, whereas the PDA shell provides efficient photothermal conversion, inducing an elevation of temperature up to 38.8 °C under light exposure. The integration of controlled chemical release and photothermal effects gives rise to a synergistic antifungal mechanism, maintaining an inhibition rate exceeding 60% after 7 days of irradiation. Notably, PZP NPs exhibit bidirectional translocation within plants, addressing the limited systemic transport of conventional fungicides. This work demonstrates an interfacial-engineered, stimulus-responsive nanoplatform that offers a promising strategy for intelligent and efficient pesticide delivery.

开发能够克服传统农药固有局限性的智能纳米载体,包括叶片粘附性差、光降解和非特异性释放,仍然是农业化学科学的主要挑战。本文报道了一种通过界面工程构建的多功能核壳纳米载体(Pro@ZnO@PDA,表示为PZP NPs),该载体将负载prochloraz的ZnO纳米粒子(ZnO NPs)封装在聚多巴胺(PDA)外壳中。氧化锌芯表面粗糙,可使农药负载量高达12%,而PDA外壳可显著增强叶片的粘附力,使其与植物叶片的接触角减少25.4%,从而提高叶片的保持性。利用PDA外壳和ZnO核之间的酸敏界面解离,该纳米载体表现出pH响应释放行为,在酸性条件下(pH 5.4),丙氯胺的靶向释放率达到76%。此外,氧化锌芯有效地屏蔽了活性成分免受紫外线照射,使其光稳定性提高了23.3倍,而PDA外壳提供了有效的光热转换,在光照下可将温度升高至38.8°C。控制化学释放与光热效应的结合产生了协同的抗真菌机制,在照射7天后保持超过60%的抑制率。值得注意的是,PZP NPs在植物内表现出双向转运,解决了传统杀菌剂有限的系统运输问题。这项工作展示了一个界面工程、刺激响应的纳米平台,为智能和高效的农药输送提供了一个有前途的策略。
{"title":"Bioadhesive and pH-Responsive ZnO@Polydopamine Core-Shell Nanocarriers for Intelligent Pesticide Delivery and Synergistic Antifungal Action.","authors":"Chunfeng Zhang, Yunyou Lv, Meiqi Guan, Yu Lu, Elin Li, Peiyao Wu, Weijie Li, Fang Yang, Jie Liu","doi":"10.1021/acs.langmuir.6c00283","DOIUrl":"10.1021/acs.langmuir.6c00283","url":null,"abstract":"<p><p>The development of intelligent nanocarriers capable of overcoming the intrinsic limitations of conventional pesticides, including poor foliar adhesion, photodegradation, and nonspecific release, remains a major challenge in agrochemical science. Herein, we report a multifunctional core-shell nanocarrier (Pro@ZnO@PDA, denoted as PZP NPs) constructed via interfacial engineering, in which prochloraz-loaded ZnO nanoparticles (ZnO NPs) are encapsulated within a polydopamine (PDA) shell. The rough surface of the ZnO core enables a high pesticide loading capacity of 12%, while the PDA shell markedly enhances leaf adhesion, reducing the contact angle on plant leaves by 25.4%, thereby improving foliar retention. Benefiting from acid-sensitive interfacial dissociation between the PDA shell and ZnO core, the nanocarrier exhibits pH-responsive release behavior, achieving a targeted prochloraz release of 76% under acidic conditions (pH 5.4). In addition, the ZnO core effectively shields the active ingredient from ultraviolet irradiation, resulting in a 23.3-fold enhancement in photostability, whereas the PDA shell provides efficient photothermal conversion, inducing an elevation of temperature up to 38.8 °C under light exposure. The integration of controlled chemical release and photothermal effects gives rise to a synergistic antifungal mechanism, maintaining an inhibition rate exceeding 60% after 7 days of irradiation. Notably, PZP NPs exhibit bidirectional translocation within plants, addressing the limited systemic transport of conventional fungicides. This work demonstrates an interfacial-engineered, stimulus-responsive nanoplatform that offers a promising strategy for intelligent and efficient pesticide delivery.</p>","PeriodicalId":50,"journal":{"name":"Langmuir","volume":" ","pages":"8144-8159"},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429555","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
Amphoteric Polyelectrolyte Biosilica Scaffolds: Effective Adsorbents for Pollutant Removal. 两性聚电解质生物二氧化硅支架:去除污染物的有效吸附剂。
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 Epub Date: 2026-03-12 DOI: 10.1021/acs.langmuir.5c06197
Uttara Joshi, P Gursumeeran Satsangi

Rice husk-derived silica nanoparticles (RSN-50) possess an inherently negative surface charge over a wide pH range, which limits their effectiveness for the removal of chemically diverse pollutants. To overcome this dominant charge limitation, an amphoteric polyelectrolyte scaffold (ACS-4B) composed of chitosan (CS), alginate (Alg), and biosilica was designed to enable pH-responsive surface charge regulation using complementary functional groups (-COOH, -NH3+, and -SiOH). ACS-4B demonstrated efficient adsorption of cationic dye (methylene blue, MB), anionic dye (Congo red, CR), and toxic metal ions (Pb2+ and Cr6+) across a wide pH range without pH adjustment. Mesoporous ACS-4B scaffolds with a specific surface area (233.2 m2/g) could achieve maximum adsorption capacity for MB (630 mg/g), CR (387 mg/g), Pb2+ (539 mg/g), and Cr6+ (585 mg/g) within 150 min at the inherent solution pH, indicating the pH-responsive amphoteric behavior of ACS-4B (CR (6.7), MB (5.9), Pb2+ (2.9), and Cr6+ (4.9)). The selective adsorption trends under mixed-pollutant conditions further reflect charge-adaptive interactions. ACS-4B retained its adsorption functionality over four consecutive regeneration cycles, indicating preliminary reusability. The combined amphoteric surface chemistry, inherent postadsorption pH-buffering ability, and biowaste-derived design highlight ACS-4B as a promising adsorbent for textile dye and metal-containing wastewater treatment.

稻壳衍生的二氧化硅纳米颗粒(RSN-50)在很宽的pH范围内具有固有的负表面电荷,这限制了它们去除化学多样性污染物的有效性。为了克服这种显性电荷限制,设计了由壳聚糖(CS)、海藻酸盐(Alg)和生物二氧化硅组成的两性聚电解质支架(ACS-4B),利用互补官能团(-COOH、-NH3+和-SiOH)实现ph响应性表面电荷调节。ACS-4B对阳离子染料(亚甲基蓝,MB)、阴离子染料(刚果红,CR)和有毒金属离子(Pb2+和Cr6+)在很宽的pH范围内均具有良好的吸附性能,无需调节pH值。在固有溶液pH下,比表面积为233.2 m2/g的介孔ACS-4B支架对MB (630 mg/g)、CR (387 mg/g)、Pb2+ (539 mg/g)和Cr6+ (585 mg/g)的吸附量在150 min内达到最大值,表明ACS-4B具有pH响应两性行为(CR(6.7)、MB(5.9)、Pb2+(2.9)和Cr6+(4.9))。混合污染物条件下的选择性吸附趋势进一步反映了电荷自适应相互作用。ACS-4B在连续四个再生循环中保持了其吸附功能,表明初步可重复使用。结合两性表面化学,固有的吸附后ph缓冲能力,以及生物废物衍生的设计,突出了ACS-4B作为一种有前途的吸附剂,用于纺织染料和含金属废水的处理。
{"title":"Amphoteric Polyelectrolyte Biosilica Scaffolds: Effective Adsorbents for Pollutant Removal.","authors":"Uttara Joshi, P Gursumeeran Satsangi","doi":"10.1021/acs.langmuir.5c06197","DOIUrl":"10.1021/acs.langmuir.5c06197","url":null,"abstract":"<p><p>Rice husk-derived silica nanoparticles (RSN-50) possess an inherently negative surface charge over a wide pH range, which limits their effectiveness for the removal of chemically diverse pollutants. To overcome this dominant charge limitation, an amphoteric polyelectrolyte scaffold (ACS-4B) composed of chitosan (CS), alginate (Alg), and biosilica was designed to enable pH-responsive surface charge regulation using complementary functional groups (-COOH, -NH<sub>3</sub><sup>+</sup>, and -SiOH). ACS-4B demonstrated efficient adsorption of cationic dye (methylene blue, MB), anionic dye (Congo red, CR), and toxic metal ions (Pb<sup>2+</sup> and Cr<sup>6+</sup>) across a wide pH range without pH adjustment. Mesoporous ACS-4B scaffolds with a specific surface area (233.2 m<sup>2</sup>/g) could achieve maximum adsorption capacity for MB (630 mg/g), CR (387 mg/g), Pb<sup>2+</sup> (539 mg/g), and Cr<sup>6+</sup> (585 mg/g) within 150 min at the inherent solution pH, indicating the pH-responsive amphoteric behavior of ACS-4B (CR (6.7), MB (5.9), Pb<sup>2+</sup> (2.9), and Cr<sup>6+</sup> (4.9)). The selective adsorption trends under mixed-pollutant conditions further reflect charge-adaptive interactions. ACS-4B retained its adsorption functionality over four consecutive regeneration cycles, indicating preliminary reusability. The combined amphoteric surface chemistry, inherent postadsorption pH-buffering ability, and biowaste-derived design highlight ACS-4B as a promising adsorbent for textile dye and metal-containing wastewater treatment.</p>","PeriodicalId":50,"journal":{"name":"Langmuir","volume":" ","pages":"7762-7776"},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429582","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
Retraction of “Supramolecular Self-Assembly into Biofunctional Soft Nanotubes: From Bilayers to Monolayers” “超分子自组装成生物功能软纳米管:从双层到单层”的撤回
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 DOI: 10.1021/acs.langmuir.6c00838
Toshimi Shimizu,Naohiro Kameta,Wuxiao Ding,Mitsutoshi Masuda
{"title":"Retraction of “Supramolecular Self-Assembly into Biofunctional Soft Nanotubes: From Bilayers to Monolayers”","authors":"Toshimi Shimizu,Naohiro Kameta,Wuxiao Ding,Mitsutoshi Masuda","doi":"10.1021/acs.langmuir.6c00838","DOIUrl":"https://doi.org/10.1021/acs.langmuir.6c00838","url":null,"abstract":"","PeriodicalId":50,"journal":{"name":"Langmuir","volume":"16 1","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147506442","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
Flow-Induced Dynamic Dispersion in Dispersant-Free Mixed-Oxide Slurry Systems. 无分散剂混合氧化物浆料体系中流动诱导的动态分散。
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 Epub Date: 2026-02-12 DOI: 10.1021/acs.langmuir.5c05380
Yu-An Lin, Feng-Ming Yeh, Bin Hu, Ting-Kai Huang, Hsin-Hsien Lu, Hong Zhong, Chia-Chen Li

This study demonstrates that a particle-mixing strategy in aqueous suspension is more effective than chemical dispersants in enhancing the dynamic dispersion and performance of SiO2-based slurries for planarization applications. By preparing particle-mixed suspensions containing 25 and 55 nm SiO2 particles at chemical-mechanical planarization (CMP)-relevant solid loadings (1-10 wt %), we show that combining these two particle sizes suppresses agglomeration and transforms the suspension rheology from shear-thinning to a nearly Newtonian response under flow, indicating improved dynamic dispersion after yielding. Small-angle X-ray scattering and effective volume packing analyses confirm that cooperative size effects drive the improved structural organization, thereby enhancing flow behavior. In contrast, the commonly used ammonium polyacrylate dispersant enhances static dispersion but fails to produce uniform flow behavior under shear. In CMP tests, suspensions with a bimodal particle size distribution achieve higher material removal rates and lower surface roughness than monodisperse or dispersant-stabilized suspensions simultaneously. Numerical simulations that couple the discrete element method and computational fluid dynamics further show that the improved CMP performance, resulting from the use of the powder-mixing suspension, is due to denser particle contacts and higher localized stresses in the bimodal system.

该研究表明,在水悬浮液中,颗粒混合策略比化学分散剂更有效地增强了二氧化硅基浆料的动态分散和平化应用性能。通过制备含有25 nm和55 nm SiO2颗粒的混合悬浮液,在化学机械平面化(CMP)相关的固体载荷(1-10 wt %)下,我们发现这两种粒径的组合抑制了团聚,并将悬浮液流变学从剪切变薄转变为流动下的近牛顿响应,表明屈服后的动态分散得到改善。小角度x射线散射和有效体积填充分析证实,协同尺寸效应驱动结构组织的改善,从而改善了流动行为。相比之下,常用的聚丙烯酸铵分散剂增强了静态分散,但在剪切作用下不能产生均匀的流动特性。在CMP测试中,与单分散或分散剂稳定的悬浮液相比,具有双峰粒径分布的悬浮液同时具有更高的材料去除率和更低的表面粗糙度。结合离散元法和计算流体力学的数值模拟进一步表明,使用混粉悬浮液导致的CMP性能的改善是由于双峰系统中更密集的颗粒接触和更高的局部应力。
{"title":"Flow-Induced Dynamic Dispersion in Dispersant-Free Mixed-Oxide Slurry Systems.","authors":"Yu-An Lin, Feng-Ming Yeh, Bin Hu, Ting-Kai Huang, Hsin-Hsien Lu, Hong Zhong, Chia-Chen Li","doi":"10.1021/acs.langmuir.5c05380","DOIUrl":"10.1021/acs.langmuir.5c05380","url":null,"abstract":"<p><p>This study demonstrates that a particle-mixing strategy in aqueous suspension is more effective than chemical dispersants in enhancing the dynamic dispersion and performance of SiO<sub>2</sub>-based slurries for planarization applications. By preparing particle-mixed suspensions containing 25 and 55 nm SiO<sub>2</sub> particles at chemical-mechanical planarization (CMP)-relevant solid loadings (1-10 wt %), we show that combining these two particle sizes suppresses agglomeration and transforms the suspension rheology from shear-thinning to a nearly Newtonian response under flow, indicating improved dynamic dispersion after yielding. Small-angle X-ray scattering and effective volume packing analyses confirm that cooperative size effects drive the improved structural organization, thereby enhancing flow behavior. In contrast, the commonly used ammonium polyacrylate dispersant enhances static dispersion but fails to produce uniform flow behavior under shear. In CMP tests, suspensions with a bimodal particle size distribution achieve higher material removal rates and lower surface roughness than monodisperse or dispersant-stabilized suspensions simultaneously. Numerical simulations that couple the discrete element method and computational fluid dynamics further show that the improved CMP performance, resulting from the use of the powder-mixing suspension, is due to denser particle contacts and higher localized stresses in the bimodal system.</p>","PeriodicalId":50,"journal":{"name":"Langmuir","volume":" ","pages":"8236-8249"},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146177029","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
Physical Changes of Biomacromolecules upon Covalent Surface Immobilization. 共价表面固定作用下生物大分子的物理变化。
IF 3.9 2区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-03-24 Epub Date: 2026-03-12 DOI: 10.1021/acs.langmuir.5c06836
Bianca Mercado Velez, Vaishali Sharma, Seth Kriz, Erico T F Freitas, Paul Goetsch, Caryn L Heldt

Immobilization of large biomacromolecules is often required for analytical quantification and physicochemical characterization. However, immobilization can alter the structure and size of the particles being studied. Here, two exosomes (derived from HEK-293 and MDA-MB-231 cells) and three viral particles (Suid herpesvirus 1 (SuHV), xenotropic murine leukemia virus (XmuLV), and porcine parvovirus (PPV)) were immobilized to different covalent chemistries to understand how surface chemistry influences particle deformation during immobilization. The surface chemistries explored were: (i) NHS (N-hydroxysulfosuccinimide) and EDC (1-ethyl-3-(3-(dimethylamino)propyl) carbodiimide hydrochloride), and (ii) poly l-lysine (PLL) and glutaraldehyde (GA). Morphological changes in biomolecules following immobilization were quantified by measuring the height-to-diameter (H/D) ratios attained from atomic force microscopy (AFM) topographic images. These observations were further supported by complementary size and morphology analyses using dynamic light scattering (DLS) and liquid phase transmission electron microscopy (TEM). NHS/EDC chemistry consistently resulted in more significant particle flattening than PLL/GA, as evidenced by lower average H/D ratios across all biomacromolecules. Greater flattening effects were observed on the soft lipid envelope of exosomes as compared to viruses, due to differences in structural rigidity. Both immobilization chemistries resulted in a lower H/D ratio in tumor-derived MDA-MB-231 exosomes compared to nontumor-derived HEK-293 exosomes, likely due to the known softer mechanical properties of tumor-derived exosomes. Furthermore, immobilization of the enveloped viruses SuHV and XMuLV with NHS/EDC exhibited flattening effects and lower H/D ratios. Immobilization of nonenveloped PPV resulted in a low H/D ratio on NHS/EDC, which was likely due to particle aggregation rather than deformation. These findings provide valuable guidance for selecting appropriate surface chemistries for nanoscale biointerface studies and offer implications for surface-based diagnostics, high-throughput biosensing, and nanomaterial functionalization.

固定化大型生物大分子通常需要分析定量和物理化学表征。然而,固定化可以改变所研究的颗粒的结构和大小。本研究将两种外泌体(来自HEK-293和MDA-MB-231细胞)和三种病毒颗粒(Suid herpesvirus 1 (SuHV)、异嗜性小鼠白血病病毒(XmuLV)和猪细小病毒(PPV))固定在不同的共价化学物质上,以了解表面化学如何影响颗粒在固定过程中的变形。研究的表面化学成分为:(i) NHS (n -羟基磺基琥珀酰亚胺)和EDC(1-乙基-3-(3-(二甲氨基)丙基)盐酸碳二亚胺),以及(ii)聚赖氨酸(PLL)和戊二醛(GA)。通过测量原子力显微镜(AFM)地形图像获得的高径比(H/D)来量化固定后生物分子的形态变化。这些观察结果得到了动态光散射(DLS)和液相透射电子显微镜(TEM)的互补尺寸和形态分析的进一步支持。与PLL/GA相比,NHS/EDC化学反应始终导致颗粒扁平化更显著,所有生物大分子的平均H/D比都更低。由于结构刚性的差异,外泌体的软脂质包膜比病毒更平坦。与非肿瘤来源的HEK-293外泌体相比,两种固定化学都导致肿瘤来源的MDA-MB-231外泌体的H/D比更低,这可能是由于肿瘤来源的外泌体已知的更柔软的机械特性。此外,用NHS/EDC固定包膜病毒SuHV和XMuLV表现出扁化效果和较低的H/D比。非包膜PPV的固定导致NHS/EDC上的低H/D比,这可能是由于颗粒聚集而不是变形。这些发现为纳米级生物界面研究选择合适的表面化学物质提供了有价值的指导,并为基于表面的诊断、高通量生物传感和纳米材料功能化提供了启示。
{"title":"Physical Changes of Biomacromolecules upon Covalent Surface Immobilization.","authors":"Bianca Mercado Velez, Vaishali Sharma, Seth Kriz, Erico T F Freitas, Paul Goetsch, Caryn L Heldt","doi":"10.1021/acs.langmuir.5c06836","DOIUrl":"10.1021/acs.langmuir.5c06836","url":null,"abstract":"<p><p>Immobilization of large biomacromolecules is often required for analytical quantification and physicochemical characterization. However, immobilization can alter the structure and size of the particles being studied. Here, two exosomes (derived from HEK-293 and MDA-MB-231 cells) and three viral particles (Suid herpesvirus 1 (SuHV), xenotropic murine leukemia virus (XmuLV), and porcine parvovirus (PPV)) were immobilized to different covalent chemistries to understand how surface chemistry influences particle deformation during immobilization. The surface chemistries explored were: (i) NHS (<i>N</i>-hydroxysulfosuccinimide) and EDC (1-ethyl-3-(3-(dimethylamino)propyl) carbodiimide hydrochloride), and (ii) poly l-lysine (PLL) and glutaraldehyde (GA). Morphological changes in biomolecules following immobilization were quantified by measuring the height-to-diameter (<i>H</i>/<i>D</i>) ratios attained from atomic force microscopy (AFM) topographic images. These observations were further supported by complementary size and morphology analyses using dynamic light scattering (DLS) and liquid phase transmission electron microscopy (TEM). NHS/EDC chemistry consistently resulted in more significant particle flattening than PLL/GA, as evidenced by lower average <i>H</i>/<i>D</i> ratios across all biomacromolecules. Greater flattening effects were observed on the soft lipid envelope of exosomes as compared to viruses, due to differences in structural rigidity. Both immobilization chemistries resulted in a lower <i>H</i>/<i>D</i> ratio in tumor-derived MDA-MB-231 exosomes compared to nontumor-derived HEK-293 exosomes, likely due to the known softer mechanical properties of tumor-derived exosomes. Furthermore, immobilization of the enveloped viruses SuHV and XMuLV with NHS/EDC exhibited flattening effects and lower <i>H</i>/<i>D</i> ratios. Immobilization of nonenveloped PPV resulted in a low <i>H</i>/<i>D</i> ratio on NHS/EDC, which was likely due to particle aggregation rather than deformation. These findings provide valuable guidance for selecting appropriate surface chemistries for nanoscale biointerface studies and offer implications for surface-based diagnostics, high-throughput biosensing, and nanomaterial functionalization.</p>","PeriodicalId":50,"journal":{"name":"Langmuir","volume":" ","pages":"8018-8031"},"PeriodicalIF":3.9,"publicationDate":"2026-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147429579","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
Langmuir
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