Toward Quantitative Coarse-Grained Models of Lipids with Fluids Density Functional Theory
Laura J Douglas Frink1, Amalie L Frischknecht2, Michael A Heroux2
1Colder Insights Corp. , Shoreview, Minnesota, 55126, United States.
Journal of Chemical Theory and Computation
|November 25, 2015
Summary
Developing optimal coarse-grained models for lipid bilayers in fluids density functional theory (fluids-DFT) is possible. These models, when not overly simplified, accurately predict dipalmitoylphosphatidylcholine (DPPC) bilayer properties like thickness and area per lipid.
Area of Science:
- Computational chemistry
- Biophysics
- Materials science
Background:
- Lipid bilayers are crucial biological structures.
- Accurate computational models are needed to study lipid bilayer properties.
- Coarse-grained models offer computational efficiency but require careful parameterization.
Purpose of the Study:
- To develop and validate optimal coarse-grained models for lipid bilayers.
- To apply these models within fluids density functional theory (fluids-DFT) calculations.
- To investigate dipalmitoylphosphatidylcholine (DPPC) lipid bilayers in water.
Main Methods:
- Utilized modified-iSAFT theory for bonded systems.
- Employed fundamental measures theory (FMT) for hard sphere reference fluids.
- Developed a novel pressure control approach for fluids-DFT calculations.
Main Results:
- Demonstrated that optimized coarse-grained models can match experimental DPPC bilayer thickness and area per lipid.
- Showed that excessive coarse-graining can compromise model accuracy.
- Found reasonable agreement between predicted and prior results for area compressibility moduli and lateral pressure profiles.
Conclusions:
- It is feasible to create accurate coarse-grained lipid bilayer models for fluids-DFT.
- Model parameterization and level of coarse-graining are critical for reproducing experimental properties.
- The developed methods facilitate advanced bilayer simulations, including partitioning and zero-tension studies.
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