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Ziolek RM, Smith P, Pink DL, Dreiss CA, Lorenz CD. Unsupervised Learning Unravels the Structure of Four-Arm and Linear Block Copolymer Micelles. Macromolecules 2021. [DOI: 10.1021/acs.macromol.0c02523] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Robert M. Ziolek
- Biological Physics and Soft Matter Group, Department of Physics, King’s College London, London WC2R 2LS, U.K
| | - Paul Smith
- Biological Physics and Soft Matter Group, Department of Physics, King’s College London, London WC2R 2LS, U.K
| | - Demi L. Pink
- Biological Physics and Soft Matter Group, Department of Physics, King’s College London, London WC2R 2LS, U.K
| | - Cécile A. Dreiss
- Institute of Pharmaceutical Science, King’s College London, London SE1 9NH, U.K
| | - Christian D. Lorenz
- Biological Physics and Soft Matter Group, Department of Physics, King’s College London, London WC2R 2LS, U.K
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Ensing B, Tiwari A, Tros M, Hunger J, Domingos SR, Pérez C, Smits G, Bonn M, Bonn D, Woutersen S. On the origin of the extremely different solubilities of polyethers in water. Nat Commun 2019; 10:2893. [PMID: 31253797 PMCID: PMC6599002 DOI: 10.1038/s41467-019-10783-z] [Citation(s) in RCA: 58] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 05/21/2019] [Indexed: 11/09/2022] Open
Abstract
The solubilities of polyethers are surprisingly counter-intuitive. The best-known example is the difference between polyethylene glycol ([-CH2-CH2-O-]n) which is infinitely soluble, and polyoxymethylene ([-CH2-O-]n) which is completely insoluble in water, exactly the opposite of what one expects from the C/O ratios of these molecules. Similar anomalies exist for oligomeric and cyclic polyethers. To solve this apparent mystery, we use femtosecond vibrational and GHz dielectric spectroscopy with complementary ab initio calculations and molecular dynamics simulations. We find that the dynamics of water molecules solvating polyethers is fundamentally different depending on their C/O composition. The ab initio calculations and simulations show that this is not because of steric effects (as is commonly believed), but because the partial charge on the O atoms depends on the number of C atoms by which they are separated. Our results thus show that inductive effects can have a major impact on aqueous solubilities.
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Affiliation(s)
- Bernd Ensing
- Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands.
| | - Ambuj Tiwari
- Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands
| | - Martijn Tros
- Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands
| | - Johannes Hunger
- Max Planck Institute for Polymer Research, Department of Molecular spectroscopy, Ackermannweg 10, 55128, Mainz, Germany.
| | - Sérgio R Domingos
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - Cristóbal Pérez
- Deutsches Elektronen-Synchrotron DESY, Notkestraße 85, 22607, Hamburg, Germany
| | - Gertien Smits
- Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands
| | - Mischa Bonn
- Max Planck Institute for Polymer Research, Department of Molecular spectroscopy, Ackermannweg 10, 55128, Mainz, Germany.
| | - Daniel Bonn
- Institute of Physics, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands
| | - Sander Woutersen
- Van 't Hoff Institute for Molecular Sciences, University of Amsterdam, Science Park 904, 1098XH, Amsterdam, The Netherlands.
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Liu L, den Otter WK, Briels WJ. Coarse-Grained Simulations of Three-Armed Star Polymer Melts and Comparison with Linear Chains. J Phys Chem B 2018; 122:10210-10218. [DOI: 10.1021/acs.jpcb.8b03104] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Li Liu
- Department of Information Science and Engineering, Dalian Polytechnic University, Dalian 116034, China
| | | | - Wim J. Briels
- Forschungszentrum Jülich, ICS 3, D-52425 Jülich, Germany
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Carr AC, Piunova VA, Maarof H, Rice JE, Swope WC. Influence of Solvent on the Drug-Loading Process of Amphiphilic Nanogel Star Polymers. J Phys Chem B 2018; 122:5356-5367. [PMID: 29385796 DOI: 10.1021/acs.jpcb.7b10539] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
We present an all-atom molecular dynamics study of the effect of a range of organic solvents (dichloromethane, diethyl ether, toluene, methanol, dimethyl sulfoxide, and tetrahydrofuran) on the conformations of a nanogel star polymeric nanoparticle with solvophobic and solvophilic structural elements. These nanoparticles are of particular interest for drug delivery applications. As drug loading generally takes place in an organic solvent, this work serves to provide insight into the factors controlling the early steps of that process. Our work suggests that nanoparticle conformational structure is highly sensitive to the choice of solvent, providing avenues for further study as well as predictions for both computational and experimental explorations of the drug-loading process. Our findings suggest that when used in the drug-loading process, dichloromethane, tetrahydrofuran, and toluene allow for a more extensive and increased drug-loading into the interior of nanogel star polymers of the composition studied here. In contrast, methanol is more likely to support shallow or surface loading and, consequently, faster drug release rates. Finally, diethyl ether should not work in a formulation process since none of the regions of the nanogel star polymer appear to be sufficiently solvated by it.
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Affiliation(s)
- Amber C Carr
- IBM Almaden Research Center, IBM Research , 650 Harry Road , San Jose , California 95120 , United States
| | - Victoria A Piunova
- IBM Almaden Research Center, IBM Research , 650 Harry Road , San Jose , California 95120 , United States
| | - Hasmerya Maarof
- Department of Chemistry , Universiti Teknologi Malaysia , Johor Bahru , 81310 Johor , Malaysia
| | - Julia E Rice
- IBM Almaden Research Center, IBM Research , 650 Harry Road , San Jose , California 95120 , United States
| | - William C Swope
- IBM Almaden Research Center, IBM Research , 650 Harry Road , San Jose , California 95120 , United States
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Wei G, Prabhu VM, Piunova VA, Carr AC, Swope WC, Miller RD. Spatial Distribution of Hydrophobic Drugs in Model Nanogel-Core Star Polymers. Macromolecules 2017; 50:9702-9712. [PMID: 32636533 DOI: 10.1021/acs.macromol.7b02061] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Star polymers with a cross-linked nanogel core are promising carriers of cargo for therapeutic applications due to the synthetic control of amphiphilicity of arms and stability at infinite dilution. Three nanogel-core star polymers were investigated to understand how the arm-block chemical structure controls loading efficiency of a model drug, ibuprofen, and its spatial distribution. The spatial distribution profiles of hydrophobic core, hydrophilic corona, and encapsulated drug were determined by small-angle neutron scattering (SANS). SANS provides the nanometer-scale sensitivity to determine how the arm-block chemistry enhances the sequestering of ibuprofen. Validated molecular dynamics simulations capture the trends in drug profile and polymer segment distribution with further details on drug orientation distribution. This work provides a basis to study structure-function relationships in macromolecular-based carriers of cargo and represents a path toward validated and predictive simulation.
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Affiliation(s)
- Guangmin Wei
- Material Measurement Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Vivek M Prabhu
- Material Measurement Laboratory, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Victoria A Piunova
- IBM Almaden Research Center, 650 Harry Road, San Jose, California 95120, United States
| | - Amber C Carr
- IBM Almaden Research Center, 650 Harry Road, San Jose, California 95120, United States
| | - William C Swope
- IBM Almaden Research Center, 650 Harry Road, San Jose, California 95120, United States
| | - Robert D Miller
- IBM Almaden Research Center, 650 Harry Road, San Jose, California 95120, United States
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Carr AC, Felberg LE, Piunova VA, Rice JE, Head-Gordon T, Swope WC. Effect of Hydrophobic Core Topology and Composition on the Structure and Kinetics of Star Polymers: A Molecular Dynamics Study. J Phys Chem B 2017; 121:2902-2918. [DOI: 10.1021/acs.jpcb.7b00865] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Amber C. Carr
- IBM
Almaden Research Center, IBM Research, 650 Harry Road, San Jose, California 95120, United States
| | | | - Victoria A. Piunova
- IBM
Almaden Research Center, IBM Research, 650 Harry Road, San Jose, California 95120, United States
| | - Julia E. Rice
- IBM
Almaden Research Center, IBM Research, 650 Harry Road, San Jose, California 95120, United States
| | - Teresa Head-Gordon
- Chemical
Sciences Division, Lawrence Berkeley National Labs, Berkeley, California 94720, United States
| | - William C. Swope
- IBM
Almaden Research Center, IBM Research, 650 Harry Road, San Jose, California 95120, United States
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Sharma A, Liu L, Parameswaran S, Grayson SM, Ashbaugh HS, Rick SW. Design of Amphiphilic Polymers via Molecular Dynamics Simulations. J Phys Chem B 2016; 120:10603-10610. [DOI: 10.1021/acs.jpcb.6b07791] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Arjun Sharma
- Department
of Chemistry, University of New Orleans, New Orleans, Louisiana 70148, United States
| | | | - Sreeja Parameswaran
- Department
of Chemistry, University of New Orleans, New Orleans, Louisiana 70148, United States
| | | | | | - Steven W. Rick
- Department
of Chemistry, University of New Orleans, New Orleans, Louisiana 70148, United States
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Miller RD, Yusoff RM, Swope WC, Rice JE, Carr AC, Parker AJ, Sly J, Appel EA, Nguyen T, Piunova V. Water soluble, biodegradable amphiphilic polymeric nanoparticles and the molecular environment of hydrophobic encapsulates: Consistency between simulation and experiment. POLYMER 2015. [DOI: 10.1016/j.polymer.2015.10.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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Zhang C, Peng H, Puttick S, Reid J, Bernardi S, Searles DJ, Whittaker AK. Conformation of Hydrophobically Modified Thermoresponsive Poly(OEGMA-co-TFEA) across the LCST Revealed by NMR and Molecular Dynamics Studies. Macromolecules 2015. [DOI: 10.1021/acs.macromol.5b00641] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Cheng Zhang
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
| | - Hui Peng
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
| | - Simon Puttick
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
| | - James Reid
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
| | - Stefano Bernardi
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
| | - Debra J. Searles
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
| | - Andrew K. Whittaker
- Australian Institute for Bioengineering and Nanotechnology, ‡School of Chemistry
and Molecular Biosciences, and §Centre for Advanced Imaging, The University of Queensland, Brisbane, Qld 4072, Australia
- ARC Centre of Excellence
in Convergent Bio-Nano Science and Technology, The University of Queensland, Brisbane, Qld 4072, Australia
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Khoee S, Bagheri Y, Hashemi A. Composition controlled synthesis of PCL-PEG Janus nanoparticles: magnetite nanoparticles prepared from one-pot photo-click reaction. Nanoscale 2015; 7:4134-4148. [PMID: 25666985 DOI: 10.1039/c4nr06590e] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The aim of this study is to investigate the effect of polymer nature on the morphology of synthesized nanoparticles. Super paramagnetic iron oxide nanoparticles (SPIONs) were prepared by co-precipitation method and then reacted with (3-mercaptopropyl) trimethoxysilane to obtain thiol-decorated SPIONs. Acrylated poly(caprolactone) and methoxy poly(ethylene glycol) were prepared, and then "thiol-ene click" reaction was performed under UV irradiation to attach two types of polymers on the surface of magnetite nanoparticles via the "photo-click" reaction method. Computational modelling was used for the prediction of the self-assembly of polymers on the surface of SPIONs, which determines the morphology of polymer coated nanoparticles.
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Affiliation(s)
- S Khoee
- Polymer Laboratory, Chemistry Department, School of Science, University of Tehran, P.O. Box 14155-6455, Tehran, Iran.
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Felberg LE, Brookes DH, Head-Gordon T, Rice JE, Swope WC. Role of hydrophilicity and length of diblock arms for determining star polymer physical properties. J Phys Chem B 2014; 119:944-57. [PMID: 25254622 DOI: 10.1021/jp506203k] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
We present a molecular simulation study of star polymers consisting of 16 diblock copolymer arms bound to a small adamantane core by varying both arm length and the outer hydrophilic block when attached to the same hydrophobic block of poly-δ-valerolactone. Here we consider two biocompatible star polymers in which the hydrophilic block is composed of polyethylene glycol (PEG) or polymethyloxazoline (POXA) in addition to a polycarbonate-based polymer with a pendant hydrophilic group (PC1). We find that the different hydrophilic blocks of the star polymers show qualitatively different trends in their interactions with aqueous solvent, orientational time correlation functions, and orientational correlation between pairs of monomers of their polymeric arms in solution, in which we find that the PEG polymers are more thermosensitive compared with the POXA and PC1 star polymers over the physiological temperature range we have investigated.
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Affiliation(s)
- Lisa E Felberg
- Department of Chemical and Biomolecular Engineering, ‡Department of Chemistry, and §Department of Bioengineering, University of California Berkeley , Berkeley, California 94720, United States
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Lin J, Zhou Q, Li L, Li Z. Synthesis and self-assembly in bulk of star-shaped block copolymers based on helical polypeptides. Colloid Polym Sci 2014; 292:3177-85. [DOI: 10.1007/s00396-014-3345-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Head-Gordon T, Rice J. Tribute to William C. Swope. J Phys Chem B 2014; 118:6357-9. [DOI: 10.1021/jp502812z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Liu L, Parameswaran S, Sharma A, Grayson SM, Ashbaugh HS, Rick SW. Molecular Dynamics Simulations of Linear and Cyclic Amphiphilic Polymers in Aqueous and Organic Environments. J Phys Chem B 2014; 118:6491-7. [DOI: 10.1021/jp412184h] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Lixin Liu
- Department of Chemical and Biomolecular Engineering, Tulane University, New Orleans, Louisiana 70118, United States
| | - Sreeja Parameswaran
- Department
of Chemistry, University of New Orleans, New Orleans, Louisiana 70148, United States
| | - Arjun Sharma
- Department
of Chemistry, University of New Orleans, New Orleans, Louisiana 70148, United States
| | - Scott M. Grayson
- Department of Chemistry, Tulane University, New Orleans, Louisiana 70118, United States
| | - Henry S. Ashbaugh
- Department of Chemical and Biomolecular Engineering, Tulane University, New Orleans, Louisiana 70118, United States
| | - Steven W. Rick
- Department
of Chemistry, University of New Orleans, New Orleans, Louisiana 70148, United States
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