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Patel D, Pérez-Sánchez G, Jorge M, Ray D, Aswal VK, Kuperkar K, Coutinho JAP, Bahadur P. Rationalizing the Design of Pluronics-Surfactant Mixed Micelles through Molecular Simulations and Experiments. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2023; 39:2692-2709. [PMID: 36763753 DOI: 10.1021/acs.langmuir.2c03176] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Aqueous systems comprising polymers and surfactants are technologically important complex fluids with tunable features dependent on the chemical nature of each constituent, overall composition in mixed systems, and solution conditions. The phase behavior and self-assembly of amphiphilic polymers can be changed drastically in the presence of conventional ionic surfactants and need to be clearly understood. Here, the self-aggregation dynamics of a triblock copolymer (Pluronics L81, EO3PO43EO3) in the presence of three cationic surfactants (with a 12C long alkyl chain but with different structural features), viz., dodecyltrimethylammonium bromide (DTAB), didodecyldimethylammonium bromide (DDAB), and ethanediyl-1,2-bis(dimethyldodecylammonium bromide) (12-2-12), were investigated in an aqueous solution environment. The nanoscale micellar size expressed as hydrodynamic diameter (Dh) of copolymer-surfactant mixed aggregates was evaluated using dynamic light scattering, while the presence of a varied micellar geometry of L81-cationic surfactant mixed micelles were probed using small-angle neutron scattering. The obtained findings were further validated from molecular dynamics (MD) simulations, employing a simple and transferable coarse-grained molecular model based on the MARTINI force field. L81 remained molecularly dissolved up to ∼20 °C but phase separated, forming turbid/translucent dispersion, close to its cloud point (CP) and existed as unstable vesicles. However, it exhibited interesting solution behavior expressed in terms of the blue point (BP) and the double CP in the presence of different surfactants, leading to mixed micellar systems with a triggered morphology transition from unstable vesicles to polymer-rich micelles and cationic surfactant-rich micelles. Such an amendment in the morphology of copolymer nanoaggregates in the presence of cationic surfactants has been well observed from scattering data. This is further rationalized employing the MD approach, which validated the effective interactions between Pluronics-cationic surfactant mixed micelles. Thus, our experimental results integrated with MD yield a deep insight into the nanoscale interactions controlling the micellar aggregation (Pluronics-rich micelles and surfactant-rich micelles) in the investigated mixed system.
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Affiliation(s)
- Divya Patel
- Department of Chemistry, Sardar Vallabhbhai National Institute of Technology (SVNIT), Ichchhanath, Surat, Gujarat 395 007, India
| | - Germán Pérez-Sánchez
- CICECO─Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro 3810-1933, Portugal
| | - Miguel Jorge
- Department of Chemical and Process Engineering, University of Strathclyde, 75 Montrose Street, Glassgow G1 1XJ, U.K
| | - Debes Ray
- Solid State Physics Division, Bhabha Atomic Research Centre (BARC), Trombay, Mumbai, Maharashtra 400 085, India
- Biomacromolecular Systems and Processes, Institute of Biological Information Processing, Forschungszentrum Julich, Julich 52428, Germany
| | - Vinod K Aswal
- Solid State Physics Division, Bhabha Atomic Research Centre (BARC), Trombay, Mumbai, Maharashtra 400 085, India
| | - Ketan Kuperkar
- Department of Chemistry, Sardar Vallabhbhai National Institute of Technology (SVNIT), Ichchhanath, Surat, Gujarat 395 007, India
| | - João A P Coutinho
- CICECO─Aveiro Institute of Materials, Department of Chemistry, University of Aveiro, Aveiro 3810-1933, Portugal
| | - Pratap Bahadur
- Department of Chemistry, Veer Narmad South Gujarat University (VNSGU), Udhana-Magdalla Road, Surat, Gujarat 395 007, India
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Benyettou F, Ocadiz Flores JA, Ravaux F, Rezgui R, Jouiad M, Nehme SI, Parsapur RK, Olsen JC, Selvam P, Trabolsi A. Mesoporous γ-Iron Oxide Nanoparticles for Magnetically Triggered Release of Doxorubicin and Hyperthermia Treatment. Chemistry 2016; 22:17020-17028. [DOI: 10.1002/chem.201602956] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2016] [Indexed: 11/11/2022]
Affiliation(s)
| | | | - Florent Ravaux
- Department of Mechanical and Materials Engineering; Masdar Institute of Science and Technology; Abu Dhabi United Arab Emirates
| | | | - Mustapha Jouiad
- Department of Mechanical and Materials Engineering; Masdar Institute of Science and Technology; Abu Dhabi United Arab Emirates
| | | | - Rajesh Kumar Parsapur
- National Centre for Catalysis Research and Department of Chemistry; Indian Institute of Technology-Madras; Chennai 600 036 India
| | - John-Carl Olsen
- Department of Chemistry; University of Rochester, RC Box 270216; Rochester NY 14607-0216 USA
| | - Parasuraman Selvam
- National Centre for Catalysis Research and Department of Chemistry; Indian Institute of Technology-Madras; Chennai 600 036 India
| | - Ali Trabolsi
- New York University; Abu Dhabi United Arab Emirates
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Aydin F, Chu X, Uppaladadium G, Devore D, Goyal R, Murthy NS, Zhang Z, Kohn J, Dutt M. Self-Assembly and Critical Aggregation Concentration Measurements of ABA Triblock Copolymers with Varying B Block Types: Model Development, Prediction, and Validation. J Phys Chem B 2016; 120:3666-76. [PMID: 27031284 DOI: 10.1021/acs.jpcb.5b12594] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
The dissipative particle dynamics (DPD) simulation technique is a coarse-grained (CG) molecular dynamics-based approach that can effectively capture the hydrodynamics of complex systems while retaining essential information about the structural properties of the molecular species. An advantageous feature of DPD is that it utilizes soft repulsive interactions between the beads, which are CG representation of groups of atoms or molecules. In this study, we used the DPD simulation technique to study the aggregation characteristics of ABA triblock copolymers in aqueous medium. Pluronic polymers (PEG-PPO-PEG) were modeled as two segments of hydrophilic beads and one segment of hydrophobic beads. Tyrosine-derived PEG5K-b-oligo(desaminotyrosyl tyrosine octyl ester-suberate)-b-PEG5K (PEG5K-oligo(DTO-SA)-PEG5K) block copolymers possess alternate rigid and flexible components along the hydrophobic oligo(DTO-SA) chain, and were modeled as two segments of hydrophilic beads and one segment of hydrophobic, alternate soft and hard beads. The formation, structure, and morphology of the initial aggregation of the polymer molecules in aqueous medium were investigated by following the aggregation dynamics. The dimensions of the aggregates predicted by the computational approach were in good agreement with corresponding results from experiments, for the Pluronic and PEG5K-oligo(DTO-SA)-PEG5K block copolymers. In addition, DPD simulations were utilized to determine the critical aggregation concentration (CAC), which was compared with corresponding results from an experimental approach. For Pluronic polymers F68, F88, F108, and F127, the computational results agreed well with experimental measurements of the CAC measurements. For PEG5K-b-oligo(DTO-SA)-b-PEG5K block polymers, the complexity in polymer structure made it difficult to directly determine their CAC values via the CG scheme. Therefore, we determined CAC values of a series of triblock copolymers with 3-8 DTO-SA units using DPD simulations, and used these results to predict the CAC values of triblock copolymers with higher molecular weights by extrapolation. In parallel, a PEG5K-b-oligo(DTO-SA)-b-PEG5K block copolymer was synthesized, and the CAC value was determined experimentally using the pyrene method. The experimental CAC value agreed well with the CAC value predicted by simulation. These results validate our CG models, and demonstrate an avenue to simulate and predict aggregation characteristics of ABA amphiphilic triblock copolymers with complex structures.
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Affiliation(s)
- Fikret Aydin
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - Xiaolei Chu
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - Geetartha Uppaladadium
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - David Devore
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - Ritu Goyal
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - N Sanjeeva Murthy
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - Zheng Zhang
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - Joachim Kohn
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
| | - Meenakshi Dutt
- Department of Chemical Engineering and ‡New Jersey Center for Biomaterials, Rutgers, The State University of New Jersey , Piscataway 08854, New Jersey, United States
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Raval A, Parmar A, Raval A, Bahadur P. Preparation and optimization of media using Pluronic® micelles for solubilization of sirolimus and release from the drug eluting stents. Colloids Surf B Biointerfaces 2012; 93:180-7. [DOI: 10.1016/j.colsurfb.2011.12.034] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Revised: 12/30/2011] [Accepted: 12/30/2011] [Indexed: 10/14/2022]
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Fluorescence of commercial Pluronic F127 samples: Temperature-dependent micellization. J Colloid Interface Sci 2010; 354:662-9. [PMID: 21087773 DOI: 10.1016/j.jcis.2010.10.028] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2010] [Revised: 10/11/2010] [Accepted: 10/13/2010] [Indexed: 11/22/2022]
Abstract
We present a novel approach of using the butylated hydroxytoluene (BHT) antioxidant found in commercial Pluronic F127 samples as a marker of polymer aggregation. The BHT marker was compared to the pyrene dye and static light scattering methods as a way to measure the critical micelle concentration (CMC) and critical micelle temperature (CMT). The n→π(∗) transitions of BHT are sensitive to the microenvironment as demonstrated by plotting the fractional intensities of its excitation (≈280nm) and emission (≈325nm) peaks. BHT is more sensitive to changes in temperature than concentration. The partition coefficient increases ≈40-fold for pyrene compared to ≈2-fold for BHT when the temperature is increased from 25 to 37°C. CMT values determined using the BHT fluorescence decrease with increasing F127 concentration. Our results show that BHT can be used as a reliable marker of changes in the microenvironment of Pluronic F127.
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Solubilization of poorly water-soluble drug carbamezapine in Pluronic® micelles: Effect of molecular characteristics, temperature and added salt on the solubilizing capacity. Colloids Surf B Biointerfaces 2009; 72:141-7. [DOI: 10.1016/j.colsurfb.2009.03.027] [Citation(s) in RCA: 102] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2009] [Revised: 03/24/2009] [Accepted: 03/26/2009] [Indexed: 11/16/2022]
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