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Bhendale M, Singh JK. Molecular Insights on Morphology, Composition, and Stability of Mixed Micelles Formed by Ionic Surfactant and Nonionic Block Copolymer in Water Using Coarse-Grained Molecular Dynamics Simulations. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023; 39:5031-5040. [PMID: 36992607 DOI: 10.1021/acs.langmuir.3c00045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
The nanoscale association domains are the ultimate determinants of the macroscopic properties of complex fluids involving amphiphilic polymers and surfactants, and hence, it is foremost important to understand the role of polymer/surfactant concentration on these domains. We have used coarse-grained molecular dynamics simulations to investigate the effect of polymer/surfactant concentration on the morphology of poly(ethylene oxide)-poly(propylene oxide)-poly(ethylene oxide) (PEO-PPO-PEO, i.e., pluronics or poloxamers) block copolymer, and ionic surfactants sodium dodecyl sulfate (SDS), mixed micelles in aqueous solution. The proclivity of the surfactant to form the mixed micelles is also probed using umbrella sampling simulations. In this study, we observed that the core of the pluronic + SDS formed mixed micelles consists of PPO, the alkyl tail of SDS, and some water molecules, whereas the PEO, water, and sulfate headgroups of SDS form a shell, consistent with experimental observations. The micelles are spherical at high-pluronic/low-SDS compositions, ellipsoidal at high-SDS/low-pluronic compositions, and wormlike-cylindrical at high-pluronic/high-SDS compositions. The transitions in micelle morphology are governed by the solvent accessible surface area of mixed aggregates, electrostatic repulsion between SDS-headgroups, and dehydration of PEO and PPO segments. The free energy barrier for SDS escape is much higher in mixed micelles than in pure SDS micelles, indicating a stronger tendency for SDS to form pluronic-SDS mixed micelles.
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Affiliation(s)
- Mangesh Bhendale
- Department of Chemical Engineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh 208016, India
| | - Jayant K Singh
- Department of Chemical Engineering, Indian Institute of Technology Kanpur, Kanpur, Uttar Pradesh 208016, India
- Prescience Insilico Private Limited, Fifth Floor, Novel MSR Building, Marathalli, Bengaluru, Karnataka 560037, India
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Ta TD, Tieu AK, Tran BH. Hydroxyl Influence on Adsorption and Lubrication of an Ultrathin Aqueous Triblock Copolymer Lubricant. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2021; 37:1465-1479. [PMID: 33476165 DOI: 10.1021/acs.langmuir.0c02987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
This research aims to provide insights into the adsorption behaviors of two monomers of triblock copolymers (1,2-dimethoxyethane (1,2-DME) and 1,2-dimethoxypropane (1,2-DMP)) on a TiO2 surface in aqueous solution. A multiscale theoretical framework by means of the density functional theory (DFT), ab initio molecular dynamics (AIMD), and classical molecular dynamics (MD) simulations is established. The DFT calculation confirms that these molecules adsorb more energetically on a hydroxylated surface than pure oxide. There is a difference in adsorption behaviors between 1,2-DMP and 1,2-DME molecules due to the covalent bonding between carbons and oxygen of the hydroxylated TiO2 surface. The AIMD simulation reveals that the adsorption of both copolymers to the TiO2 surface is hindered by the presence of water with 1,2-DME exhibiting a weaker adsorption than 1,2-DMP. The presence of 1,2-DME on the TiO2 surface with water produced a smaller number of hydroxyl groups on the surface than 1,2-DMP. Moreover, the dissociative adsorption of water onto the rutile surface is the main cause for a chemical formation of terminating hydroxyl groups. The number of associated bonds is insignificant compared to the dissociated one since the dissociative adsorption is more favored than the associative one. MD simulation indicates that triblock copolymers adsorb stronger on the hydroxylated surface with a thinner adsorbed film thickness than that on the pure rutile. The presence of terminal hydroxyl groups on the rutile surface helps reducing the friction for aqueous 17R2 triblock copolymers, while it results in an increase of friction for normal copolymer L62.
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Affiliation(s)
- Thi D Ta
- School of Mechanical, Materials Mechatronic and Biomedical Engineering, Faculty of Engineering and Information Sciences (EIS), University of Wollongong, Northfield Avenue, Wollongong, New South Wales 2522, Australia
| | - A Kiet Tieu
- School of Mechanical, Materials Mechatronic and Biomedical Engineering, Faculty of Engineering and Information Sciences (EIS), University of Wollongong, Northfield Avenue, Wollongong, New South Wales 2522, Australia
| | - Bach H Tran
- School of Mechanical, Materials Mechatronic and Biomedical Engineering, Faculty of Engineering and Information Sciences (EIS), University of Wollongong, Northfield Avenue, Wollongong, New South Wales 2522, Australia
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Wu W, Zou Z, Yang S, Wu Q, Li W, Ding Q, Guan Z, Zhu W. Coarse-Grained Molecular Dynamic and Experimental Studies on Self-Assembly Behavior of Nonionic F127/HS15 Mixed Micellar Systems. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2020; 36:2082-2092. [PMID: 32088962 DOI: 10.1021/acs.langmuir.9b03936] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
The self-assembly of a nonionic triblock copolymer (F127) and a nonionic surfactant (HS15) has been investigated due to favorable changes in properties in their mixtures. The effect of the mixing ratio on the self-assembly process and on the structural stability of the mixtures was studied by coarse-grained molecular dynamic simulation (CGMD) and experimental measurements (transmission electron microscopy, dynamic light scattering measurement, drug loading stability analysis, and fluorescence spectroscopy measurement). The CGMD provided the information on self-assembly behavior. The microstructure and micellar stability are affected by different proportions of F127/HS15. Pure HS15 molecules (system I) can rapidly form stable aggregates driven by strong hydrophobic force, including two steps: the formation of seed clusters and the fusion of them. At low F127 ratio (system II), the self-assembly process is dynamic unstable, and a volatile "coil/cluster-like" aggregate is formed under the single "binding" effect. As the ratio of added F127 increase, such as system III, stable "lotus-seedpod-like" aggregates form under the double effects of "binding plus wrapping". Its dynamic equilibrium can be achieved rapidly. The experimental results approved the assumption of "different mixing ratio with different structural stability" and even different loading stability of F127/HS15 systems for drugs with different log P, such as PUE and DTX, which means different loading area for them in the micellar systems at different mixing ratios because of less hydrophobic microdomains with the increase of F127 molecules.
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Affiliation(s)
- Wenting Wu
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
| | - Zhao Zou
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
| | - Songhong Yang
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
| | - Qiongzhu Wu
- College of Pharmacy, China Pharmaceutical University, Nanjing 210009, China
| | - Wendong Li
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
| | - Quan Ding
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
| | - Zhiyu Guan
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
| | - Weifeng Zhu
- College of Pharmacy, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
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Zhao X, Wang Z, Yuan S, Lu J, Wang Z. MesoDyn prediction of a pharmaceutical microemulsion self-assembly consistent with experimental measurements. RSC Adv 2017. [DOI: 10.1039/c7ra01541k] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Wang Z, Li Y, Guo Y, Zhang H. Investigations of Interfacial Properties of Surfactants with Different Structures at the Oil/Water Interface Using Dissipative Particle Dynamics. J DISPER SCI TECHNOL 2013. [DOI: 10.1080/01932691.2012.731637] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Effect of the composition of pluronic copolymers on the interaction with hydrophilic modified ibuprofen. Colloids Surf A Physicochem Eng Asp 2013. [DOI: 10.1016/j.colsurfa.2012.12.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Dai X, Shi X, Wang Y, Qiao Y. Solubilization of saikosaponin a by ginsenoside Ro biosurfactant in aqueous solution: Mesoscopic simulation. J Colloid Interface Sci 2012; 384:73-80. [DOI: 10.1016/j.jcis.2012.06.018] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2012] [Revised: 06/07/2012] [Accepted: 06/08/2012] [Indexed: 12/01/2022]
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Pang J, Xu G, Tan Y. Experimental research and DPD simulation on the interaction between an ethoxy-modified trisiloxane and F127. Colloid Polym Sci 2012. [DOI: 10.1007/s00396-012-2615-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Mirgorodskaya AB, Yatskevich EI, Zakharova LY, Konovalov AI. Gemini surfactant-nonionic polymer mixed micellar systems. COLLOID JOURNAL 2012. [DOI: 10.1134/s1061933x11060135] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Dong S, Cui X, Zhong S, Gao Y, Wang H. Effects of temperature and concentration on the structure of ethylene oxide–propylene oxide–ethylene oxide triblock copolymer (Pluronic P65) in aqueous solution: a molecular dynamics simulation study. MOLECULAR SIMULATION 2011. [DOI: 10.1080/08927022.2011.582107] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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Dong Z, Jing W, Xing W. Triblock polymer template assisted sol–gel process for fabrication of multi-channel TiO2/ZrO2 ultrafiltration membrane. J Memb Sci 2011. [DOI: 10.1016/j.memsci.2011.03.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Gong H, Xu G, Shi X, Liu T, Sun Z. Comparison of aggregation behaviors between branched and linear block polyethers: MesoDyn simulation study. Colloid Polym Sci 2010. [DOI: 10.1007/s00396-010-2294-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Block Copolymer Surfactant Mixtures in Aqueous Solution: Can we Achieve Size and Shape Control by Co-Micellization? ADVANCES IN POLYMER SCIENCE 2010. [DOI: 10.1007/12_2010_66] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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