{"title":"通过分子动力学模拟研究饱和腰果酚非离子表面活性剂在空气/水界面的吸附行为","authors":"Congying Lu, Xinyi Xu, Minjia Xia, Zhenyu Yuan, Haifeng Wang, Weiyang Liu, Qing Yang, Wei Ding","doi":"10.1007/s00894-025-06314-x","DOIUrl":null,"url":null,"abstract":"<div><h3>Context</h3><p>Cardanol surfactants exhibit significant development potential owing to their advantages of abundant availability, low cost, and environmental sustainability. In this study, a series of saturated cardanol nonionic surfactants were designed. The structure–activity relationships of these surfactants with varying lengths and positions of PO and EO chains were investigated from three perspectives: surface activity, adsorption morphology, and molecular bonding forces. The results indicated that the chain length ratio and position of PO and EO significantly influenced the performance of cardanol nonionic surfactants at the air/water interface. The PO chains can significantly mitigate the solvation effect at the terminus of surfactants, thereby enhancing their aggregation at the air/water interface. Additionally, the ratio of PO to EO chains influences both the radius of gyration and tilt angle of hydrophilic and hydrophobic segments within surfactant molecules. Notably, when both PO and EO chain lengths are set to 8, optimal adsorption of surfactant molecules occurs at the interface. This phenomenon is primarily attributed to hydrogen bonding interactions that lead water molecules to exhibit varying degrees of aggregation around PO or EO chains; these effects, in conjunction with adsorption morphology, ultimately influence the interfacial properties of surfactants. This study provides a theoretical foundation and reference for the structural design, synthesis, and interfacial properties of cardanol surfactants.</p><h3>Method</h3><p>In this study, Packmol was employed for model construction, Gromacs for molecular dynamics simulations, and all simulations were conducted using the GAFF force field. The simulation process primarily involved the steepest descent method, followed by NPT ensemble simulations for 1 ns and 10 ns, respectively. The Berendsen and Parrinello-Rahman methods are employed to maintain system pressure. The LINCS algorithm and Lennard–Jones potential are utilized to effectively constrain molecular bond lengths and cutoff radius. The long-range electrostatic interactions are treated using the Particle-Mesh Ewald (PME) summation method.</p></div>","PeriodicalId":651,"journal":{"name":"Journal of Molecular Modeling","volume":"31 3","pages":""},"PeriodicalIF":2.1000,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The adsorption behavior at the air/water interface of saturated cardanol nonionic surfactants through molecular dynamic simulations\",\"authors\":\"Congying Lu, Xinyi Xu, Minjia Xia, Zhenyu Yuan, Haifeng Wang, Weiyang Liu, Qing Yang, Wei Ding\",\"doi\":\"10.1007/s00894-025-06314-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Context</h3><p>Cardanol surfactants exhibit significant development potential owing to their advantages of abundant availability, low cost, and environmental sustainability. In this study, a series of saturated cardanol nonionic surfactants were designed. The structure–activity relationships of these surfactants with varying lengths and positions of PO and EO chains were investigated from three perspectives: surface activity, adsorption morphology, and molecular bonding forces. The results indicated that the chain length ratio and position of PO and EO significantly influenced the performance of cardanol nonionic surfactants at the air/water interface. The PO chains can significantly mitigate the solvation effect at the terminus of surfactants, thereby enhancing their aggregation at the air/water interface. Additionally, the ratio of PO to EO chains influences both the radius of gyration and tilt angle of hydrophilic and hydrophobic segments within surfactant molecules. Notably, when both PO and EO chain lengths are set to 8, optimal adsorption of surfactant molecules occurs at the interface. This phenomenon is primarily attributed to hydrogen bonding interactions that lead water molecules to exhibit varying degrees of aggregation around PO or EO chains; these effects, in conjunction with adsorption morphology, ultimately influence the interfacial properties of surfactants. This study provides a theoretical foundation and reference for the structural design, synthesis, and interfacial properties of cardanol surfactants.</p><h3>Method</h3><p>In this study, Packmol was employed for model construction, Gromacs for molecular dynamics simulations, and all simulations were conducted using the GAFF force field. The simulation process primarily involved the steepest descent method, followed by NPT ensemble simulations for 1 ns and 10 ns, respectively. The Berendsen and Parrinello-Rahman methods are employed to maintain system pressure. The LINCS algorithm and Lennard–Jones potential are utilized to effectively constrain molecular bond lengths and cutoff radius. The long-range electrostatic interactions are treated using the Particle-Mesh Ewald (PME) summation method.</p></div>\",\"PeriodicalId\":651,\"journal\":{\"name\":\"Journal of Molecular Modeling\",\"volume\":\"31 3\",\"pages\":\"\"},\"PeriodicalIF\":2.1000,\"publicationDate\":\"2025-02-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Molecular Modeling\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s00894-025-06314-x\",\"RegionNum\":4,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"BIOCHEMISTRY & MOLECULAR BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Molecular Modeling","FirstCategoryId":"92","ListUrlMain":"https://link.springer.com/article/10.1007/s00894-025-06314-x","RegionNum":4,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"BIOCHEMISTRY & MOLECULAR BIOLOGY","Score":null,"Total":0}
The adsorption behavior at the air/water interface of saturated cardanol nonionic surfactants through molecular dynamic simulations
Context
Cardanol surfactants exhibit significant development potential owing to their advantages of abundant availability, low cost, and environmental sustainability. In this study, a series of saturated cardanol nonionic surfactants were designed. The structure–activity relationships of these surfactants with varying lengths and positions of PO and EO chains were investigated from three perspectives: surface activity, adsorption morphology, and molecular bonding forces. The results indicated that the chain length ratio and position of PO and EO significantly influenced the performance of cardanol nonionic surfactants at the air/water interface. The PO chains can significantly mitigate the solvation effect at the terminus of surfactants, thereby enhancing their aggregation at the air/water interface. Additionally, the ratio of PO to EO chains influences both the radius of gyration and tilt angle of hydrophilic and hydrophobic segments within surfactant molecules. Notably, when both PO and EO chain lengths are set to 8, optimal adsorption of surfactant molecules occurs at the interface. This phenomenon is primarily attributed to hydrogen bonding interactions that lead water molecules to exhibit varying degrees of aggregation around PO or EO chains; these effects, in conjunction with adsorption morphology, ultimately influence the interfacial properties of surfactants. This study provides a theoretical foundation and reference for the structural design, synthesis, and interfacial properties of cardanol surfactants.
Method
In this study, Packmol was employed for model construction, Gromacs for molecular dynamics simulations, and all simulations were conducted using the GAFF force field. The simulation process primarily involved the steepest descent method, followed by NPT ensemble simulations for 1 ns and 10 ns, respectively. The Berendsen and Parrinello-Rahman methods are employed to maintain system pressure. The LINCS algorithm and Lennard–Jones potential are utilized to effectively constrain molecular bond lengths and cutoff radius. The long-range electrostatic interactions are treated using the Particle-Mesh Ewald (PME) summation method.
期刊介绍:
The Journal of Molecular Modeling focuses on "hardcore" modeling, publishing high-quality research and reports. Founded in 1995 as a purely electronic journal, it has adapted its format to include a full-color print edition, and adjusted its aims and scope fit the fast-changing field of molecular modeling, with a particular focus on three-dimensional modeling.
Today, the journal covers all aspects of molecular modeling including life science modeling; materials modeling; new methods; and computational chemistry.
Topics include computer-aided molecular design; rational drug design, de novo ligand design, receptor modeling and docking; cheminformatics, data analysis, visualization and mining; computational medicinal chemistry; homology modeling; simulation of peptides, DNA and other biopolymers; quantitative structure-activity relationships (QSAR) and ADME-modeling; modeling of biological reaction mechanisms; and combined experimental and computational studies in which calculations play a major role.