Chemically specific coarse-grained models to investigate the structure of biomimetic membranes
Abstract
Biomimetic polymer/protein membranes are promising materials for DNA sequencing, sensors, drug delivery and water purification. These self-assembled structures are made from low molecular weight amphiphilic block copolymers (Nhydrophobic < 40 for a diblock copolymer), including poly(ethylene oxide)–1,2-polybutadiene (EO–1,2-BD) and poly(ethylene oxide)–poly(ethyl ethylene) (EO–EE). To examine these membranes' nanoscale structure, we developed a coarse-grained molecular dynamics (CG MD) model for EO–1,2-BD and assembled a CG MD model for EO–EE using parameters from two published force fields. We observe that the polymers' hydrophobic core blocks are slightly stretched compared to the random coil configuration seen at higher molecular weights. We also observe an increase in the interdigitation of the hydrophobic leaflets with increasing molecular weight (consistent with literature). The hydration level of the EO corona (which may influence protein incorporation) is higher for membranes with a larger area/chain, regardless of whether EE or 1,2-BD forms the hydrophobic block. Our results provide a molecular-scale view of membrane packing and hydrophobicity, two important properties for creating polymer–protein biomimetic membranes.
- Authors:
-
- Department of Chemical Engineering, The Pennsylvania State University, University Park, USA
- Department of Chemical Engineering, The Pennsylvania State University, University Park, USA, Department of Chemistry
- Department of Chemical Engineering, The Pennsylvania State University, University Park, USA, Surface Conditioning Business Unit
- Department of Chemical Engineering, The Pennsylvania State University, University Park, USA, Department of Civil and Environmental Engineering
- Publication Date:
- Research Org.:
- Pennsylvania State Univ., University Park, PA (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), Basic Energy Sciences (BES); USDOE Office of Science (SC), Advanced Scientific Computing Research (ASCR)
- OSTI Identifier:
- 1410586
- Alternate Identifier(s):
- OSTI ID: 1429295
- Grant/Contract Number:
- FG02-02ER25535
- Resource Type:
- Published Article
- Journal Name:
- RSC Advances
- Additional Journal Information:
- Journal Name: RSC Advances Journal Volume: 7 Journal Issue: 86; Journal ID: ISSN 2046-2069
- Publisher:
- Royal Society of Chemistry (RSC)
- Country of Publication:
- United Kingdom
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY; 59 BASIC BIOLOGICAL SCIENCES
Citation Formats
Kowalik, Małgorzata, Schantz, Allen B., Naqi, Abdullah, Shen, Yuexiao, Sines, Ian, Maranas, Janna K., and Kumar, Manish. Chemically specific coarse-grained models to investigate the structure of biomimetic membranes. United Kingdom: N. p., 2017.
Web. doi:10.1039/C7RA10573H.
Kowalik, Małgorzata, Schantz, Allen B., Naqi, Abdullah, Shen, Yuexiao, Sines, Ian, Maranas, Janna K., & Kumar, Manish. Chemically specific coarse-grained models to investigate the structure of biomimetic membranes. United Kingdom. https://doi.org/10.1039/C7RA10573H
Kowalik, Małgorzata, Schantz, Allen B., Naqi, Abdullah, Shen, Yuexiao, Sines, Ian, Maranas, Janna K., and Kumar, Manish. Sun .
"Chemically specific coarse-grained models to investigate the structure of biomimetic membranes". United Kingdom. https://doi.org/10.1039/C7RA10573H.
@article{osti_1410586,
title = {Chemically specific coarse-grained models to investigate the structure of biomimetic membranes},
author = {Kowalik, Małgorzata and Schantz, Allen B. and Naqi, Abdullah and Shen, Yuexiao and Sines, Ian and Maranas, Janna K. and Kumar, Manish},
abstractNote = {Biomimetic polymer/protein membranes are promising materials for DNA sequencing, sensors, drug delivery and water purification. These self-assembled structures are made from low molecular weight amphiphilic block copolymers (Nhydrophobic < 40 for a diblock copolymer), including poly(ethylene oxide)–1,2-polybutadiene (EO–1,2-BD) and poly(ethylene oxide)–poly(ethyl ethylene) (EO–EE). To examine these membranes' nanoscale structure, we developed a coarse-grained molecular dynamics (CG MD) model for EO–1,2-BD and assembled a CG MD model for EO–EE using parameters from two published force fields. We observe that the polymers' hydrophobic core blocks are slightly stretched compared to the random coil configuration seen at higher molecular weights. We also observe an increase in the interdigitation of the hydrophobic leaflets with increasing molecular weight (consistent with literature). The hydration level of the EO corona (which may influence protein incorporation) is higher for membranes with a larger area/chain, regardless of whether EE or 1,2-BD forms the hydrophobic block. Our results provide a molecular-scale view of membrane packing and hydrophobicity, two important properties for creating polymer–protein biomimetic membranes.},
doi = {10.1039/C7RA10573H},
journal = {RSC Advances},
number = 86,
volume = 7,
place = {United Kingdom},
year = {2017},
month = {1}
}
https://doi.org/10.1039/C7RA10573H
Web of Science
Figures / Tables:

Works referenced in this record:
Stimuli-responsive nanocarriers for drug delivery
journal, October 2013
- Mura, Simona; Nicolas, Julien; Couvreur, Patrick
- Nature Materials, Vol. 12, Issue 11
Adsorption of chain molecules with a polar head a scaling description
journal, January 1977
- Alexander, S.
- Journal de Physique, Vol. 38, Issue 8
Simulation of Diblock Copolymer Self-Assembly, Using a Coarse-Grain Model
journal, June 2004
- Srinivas, Goundla; Shelley, John C.; Nielsen, Steve O.
- The Journal of Physical Chemistry B, Vol. 108, Issue 24
Computer simulations of bilayer membranes: Self-assembly and interfacial tension
journal, May 1998
- Goetz, Rüdiger; Lipowsky, Reinhard
- The Journal of Chemical Physics, Vol. 108, Issue 17
Theory of the grafted polymer brush
journal, August 1988
- Milner, S. T.; Witten, T. A.; Cates, M. E.
- Macromolecules, Vol. 21, Issue 8
Biomimetic membranes: A review
journal, March 2014
- Shen, Yue-xiao; Saboe, Patrick O.; Sines, Ian T.
- Journal of Membrane Science, Vol. 454
Conformations of Polymers Attached to an Interface
journal, September 1980
- de Gennes, P. G.
- Macromolecules, Vol. 13, Issue 5
Segment Distribution of the Micellar Brushes of Poly(ethylene oxide) via Small-Angle Neutron Scattering
journal, August 2000
- Won, You-Yeon; Davis, H. Ted; Bates, Frank S.
- The Journal of Physical Chemistry B, Vol. 104, Issue 30
De Novo Assembly of Human Herpes Virus Type 1 (HHV-1) Genome, Mining of Non-Canonical Structures and Detection of Novel Drug-Resistance Mutations Using Short- and Long-Read Next Generation Sequencing Technologies
journal, June 2016
- Karamitros, Timokratis; Harrison, Ian; Piorkowska, Renata
- PLOS ONE, Vol. 11, Issue 6
Continuous base identification for single-molecule nanopore DNA sequencing
journal, February 2009
- Clarke, James; Wu, Hai-Chen; Jayasinghe, Lakmal
- Nature Nanotechnology, Vol. 4, Issue 4, p. 265-270
Biocompatible Functionalization of Polymersome Surfaces: A New Approach to Surface Immobilization and Cell Targeting Using Polymersomes
journal, March 2011
- Egli, Stefan; Nussbaumer, Martin G.; Balasubramanian, Vimalkumar
- Journal of the American Chemical Society, Vol. 133, Issue 12
Micellization Studied by GPU-Accelerated Coarse-Grained Molecular Dynamics
journal, October 2011
- Levine, Benjamin G.; LeBard, David N.; DeVane, Russell
- Journal of Chemical Theory and Computation, Vol. 7, Issue 12
The Effect of Chain Length on Protein Solubilization in Polymer-Based Vesicles (Polymersomes)
journal, October 2003
- Pata, Veena; Dan, Nily
- Biophysical Journal, Vol. 85, Issue 4
Coarse-grained molecular modeling of non-ionic surfactant self-assembly
journal, January 2008
- Shinoda, Wataru; DeVane, Russell; Klein, Michael L.
- Soft Matter, Vol. 4, Issue 12
Polymeric Vesicles: From Drug Carriers to Nanoreactors and Artificial Organelles
journal, October 2011
- Tanner, Pascal; Baumann, Patric; Enea, Ramona
- Accounts of Chemical Research, Vol. 44, Issue 10
Polymersomes: Tough Vesicles Made from Diblock Copolymers
journal, May 1999
- Discher, B. M.
- Science, Vol. 284, Issue 5417
Fast Parallel Algorithms for Short-Range Molecular Dynamics
journal, March 1995
- Plimpton, Steve
- Journal of Computational Physics, Vol. 117, Issue 1
Desalination by biomimetic aquaporin membranes: Review of status and prospects
journal, January 2013
- Tang, C. Y.; Zhao, Y.; Wang, R.
- Desalination, Vol. 308
Emerging applications of polymersomes in delivery: From molecular dynamics to shrinkage of tumors
journal, August 2007
- Discher, Dennis E.; Ortiz, Vanessa; Srinivas, Goundla
- Progress in Polymer Science, Vol. 32, Issue 8-9
Flory-Huggins parameter χ, from binary mixtures of Lennard-Jones particles to block copolymer melts
journal, February 2014
- Chremos, Alexandros; Nikoubashman, Arash; Panagiotopoulos, Athanassios Z.
- The Journal of Chemical Physics, Vol. 140, Issue 5
High-Density Reconstitution of Functional Water Channels into Vesicular and Planar Block Copolymer Membranes
journal, November 2012
- Kumar, Manish; Habel, Joachim E. O.; Shen, Yue-xiao
- Journal of the American Chemical Society, Vol. 134, Issue 45
Coarse-Graining in Polymer Simulation: From the Atomistic to the Mesoscopic Scale and Back
journal, September 2002
- Müller-Plathe, Florian
- ChemPhysChem, Vol. 3, Issue 9
Coarse-Graining Poly(ethylene oxide)–Poly(propylene oxide)–Poly(ethylene oxide) (PEO–PPO–PEO) Block Copolymers Using the MARTINI Force Field
journal, January 2014
- Nawaz, Selina; Carbone, Paola
- The Journal of Physical Chemistry B, Vol. 118, Issue 6
Synthesis and Characterization of Model Polyalkane−Poly(ethylene oxide) Block Copolymers
journal, January 1996
- Hillmyer, Marc A.; Bates, Frank S.
- Macromolecules, Vol. 29, Issue 22
Phase separation kinetics in compressible polymer solutions: computer simulation of the early stages
journal, January 2004
- Virnau, Peter; Müller, Marcus; MacDowell, Luis González
- New Journal of Physics, Vol. 6
Systematic coarse-graining methods for soft matter simulations – a review
journal, January 2013
- Brini, Emiliano; Algaer, Elena A.; Ganguly, Pritam
- Soft Matter, Vol. 9, Issue 7
Exploring the utility of coarse-grained water models for computational studies of interfacial systems
journal, August 2010
- He, Xibing; Shinoda, Wataru; DeVane, Russell
- Molecular Physics, Vol. 108, Issue 15
Thermodynamic analysis of micellization in PEO–PPO–PEO block copolymer solutions from the hydrogen bonding point of view
journal, April 2006
- Chen, S.; Guo, C.; Liu, H. -Z.
- Molecular Simulation, Vol. 32, Issue 5
Mapping Atomistic Simulations to Mesoscopic Models: A Systematic Coarse-Graining Procedure for Vinyl Polymer Chains
journal, October 2005
- Milano, Giuseppe; Müller-Plathe, Florian
- The Journal of Physical Chemistry B, Vol. 109, Issue 39
Phase behavior of n -alkanes in supercritical solution: A Monte Carlo study
journal, August 2004
- Virnau, Peter; Müller, Marcus; MacDowell, L. G.
- The Journal of Chemical Physics, Vol. 121, Issue 5
Lipid Bilayer Structure Determined by the Simultaneous Analysis of Neutron and X-Ray Scattering Data
journal, September 2008
- Kučerka, Norbert; Nagle, John F.; Sachs, Jonathan N.
- Biophysical Journal, Vol. 95, Issue 5
Highly permeable polymeric membranes based on the incorporation of the functional water channel protein Aquaporin Z
journal, December 2007
- Kumar, M.; Grzelakowski, M.; Zilles, J.
- Proceedings of the National Academy of Sciences, Vol. 104, Issue 52
Aquaporin-embedded biomimetic membranes for nanofiltration
journal, July 2012
- Zhong, Pei Shan; Chung, Tai-Shung; Jeyaseelan, Kandiah
- Journal of Membrane Science, Vol. 407-408
Free Energy-Based Coarse-Grained Force Field for Binary Mixtures of Hydrocarbons, Nitrogen, Oxygen, and Carbon Dioxide
journal, December 2016
- Cao, Fenglei; Deetz, Joshua D.; Sun, Huai
- Journal of Chemical Information and Modeling, Vol. 57, Issue 1
Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids
journal, January 1996
- Jorgensen, William L.; Maxwell, David S.; Tirado-Rives, Julian
- Journal of the American Chemical Society, Vol. 118, Issue 45
A Molecular View of Melting in Anhydrous Phospholipidic Membranes
journal, January 2007
- Doxastakis, M.; Sakai, V. García; Ohtake, S.
- Biophysical Journal, Vol. 92, Issue 1
Cryogenic Transmission Electron Microscopy (Cryo-TEM) of Micelles and Vesicles Formed in Water by Poly(ethylene oxide)-Based Block Copolymers
journal, April 2002
- Won, You-Yeon; Brannan, Aaron K.; Davis, H. Ted
- The Journal of Physical Chemistry B, Vol. 106, Issue 13
New combining rules for rare gas van der waals parameters
journal, September 1993
- Waldman, Marvin; Hagler, A. T.
- Journal of Computational Chemistry, Vol. 14, Issue 9
Multi-property fitting and parameterization of a coarse grained model for aqueous surfactants
journal, January 2007
- Shinoda, W.; DeVane, R.; Klein, M. L.
- Molecular Simulation, Vol. 33, Issue 1-2
A Quantitative Coarse-Grain Model for Lipid Bilayers
journal, January 2008
- Orsi, Mario; Haubertin, David Y.; Sanderson, Wendy E.
- The Journal of Physical Chemistry B, Vol. 112, Issue 3
Influence of the solvent and the end groups on the morphology of cross-linked amphiphilic poly(1,2-butadiene)-b-poly(ethylene oxide) nanoparticles
journal, February 2006
- Maskos, Michael
- Polymer, Vol. 47, Issue 4
Self-assembly and properties of diblock copolymers by coarse-grain molecular dynamics
journal, August 2004
- Srinivas, Goundla; Discher, Dennis E.; Klein, Michael L.
- Nature Materials, Vol. 3, Issue 9
Hierarchical Modeling of Polystyrene: From Atomistic to Coarse-Grained Simulations
journal, September 2006
- Harmandaris, V. A.; Adhikari, N. P.; van der Vegt, N. F. A.
- Macromolecules, Vol. 39, Issue 19
Chemical stability of liposomes: implications for their physical stability
journal, September 1993
- Grit, Mustafa; Crommelin, Daan J. A.
- Chemistry and Physics of Lipids, Vol. 64, Issue 1-3
Boltzmann's principle, knowledge-based mean fields and protein folding. An approach to the computational determination of protein structures
journal, August 1993
- Sippl, Manfred J.
- Journal of Computer-Aided Molecular Design, Vol. 7, Issue 4
The OPLS [optimized potentials for liquid simulations] potential functions for proteins, energy minimizations for crystals of cyclic peptides and crambin
journal, March 1988
- Jorgensen, William L.; Tirado-Rives, Julian
- Journal of the American Chemical Society, Vol. 110, Issue 6
Coarse-Grained Polymer Melts Based on Isolated Atomistic Chains: Simulation of Polystyrene of Different Tacticities
journal, October 2009
- Fritz, Dominik; Harmandaris, Vagelis A.; Kremer, Kurt
- Macromolecules, Vol. 42, Issue 19
Canonical dynamics: Equilibrium phase-space distributions
journal, March 1985
- Hoover, William G.
- Physical Review A, Vol. 31, Issue 3
Phase behavior of carbon dioxide mixtures with n-alkanes and n-perfluoroalkanes
journal, August 2004
- Colina, C. M.; Galindo, A.; Blas, F. J.
- Fluid Phase Equilibria, Vol. 222-223
Perspective: Coarse-grained models for biomolecular systems
journal, September 2013
- Noid, W. G.
- The Journal of Chemical Physics, Vol. 139, Issue 9
A method for estimating both the solubility parameters and molar volumes of liquids
journal, February 1974
- Fedors, Robert F.
- Polymer Engineering and Science, Vol. 14, Issue 2
Molecular dynamics simulation of cis-1,4-polybutadiene. 1. Comparison with experimental data for static and dynamic properties
journal, February 2002
- Okada, O.
- Polymer, Vol. 43, Issue 3
A transferable coarse-grained model for hydrogen-bonding liquids
journal, January 2008
- Golubkov, Pavel A.; Wu, Johnny C.; Ren, Pengyu
- Physical Chemistry Chemical Physics, Vol. 10, Issue 15
Polymersomes hydrophilic brush scaling relations
journal, January 2009
- Smart, Thomas P.; Mykhaylyk, Oleksandr O.; Ryan, Anthony J.
- Soft Matter, Vol. 5, Issue 19
Molecular Weight Dependence of Polymersome Membrane Structure, Elasticity, and Stability
journal, October 2002
- Bermudez, Harry; Brannan, Aaron K.; Hammer, Daniel A.
- Macromolecules, Vol. 35, Issue 21
Deriving effective mesoscale potentials from atomistic simulations: Mesoscale Potentials from Atomistic Simulations
journal, August 2003
- Reith, Dirk; Pütz, Mathias; Müller-Plathe, Florian
- Journal of Computational Chemistry, Vol. 24, Issue 13
Works referencing / citing this record:
Parameterization and atomistic simulations of biomimetic membranes
journal, January 2018
- Barden, Daniel Ryan; Vashisth, Harish
- Faraday Discussions, Vol. 209
Figures / Tables found in this record: