38 research outputs found
Identifying the Onset of Phase Separation in Quaternary Lipid Bilayer Systems from Coarse-Grained Simulations
Understanding the (de)mixing behavior of multicomponent lipid bilayers is an
important step towards unraveling the nature of spatial composition
heterogeneities in cellular membranes and their role in biological function. We
use coarse-grained molecular dynamics simulations to study the composition
phase diagram of a quaternary mixture of phospholipids and cholesterol. This
mixture is known to exhibit both uniform and coexisting phases. We compare and
combine different statistical measures of membrane structure to identify the
onset of phase coexistence in composition space. An important element in our
approach is the dependence of composition heterogeneities on the size of the
system. While homogeneous phases can be structured and display long correlation
lengths, the hallmark behavior of phase coexistence is the scaling of the
apparent correlation length with system size. Because the latter cannot be
easily varied in simulations, our method instead uses information obtained from
observation windows of different sizes to accurately distinguish phase
coexistence from structured homogeneous phases. This approach is built on very
general physical principles, and will be beneficial to future studies of the
phase behavior of multicomponent lipid bilayers
Free Energy Calculations of Membrane Permeation: Challenges due to Strong Headgroup-Solute Interactions
Understanding how different classes of molecules move across biological
membranes is a prerequisite to predicting a solute's permeation rate, which is
a critical factor in the fields of drug design and pharmacology. We use biased
Molecular Dynamics computer simulations to calculate and compare the free
energy profiles of translocation of several small molecules across
1,2-dioleoyl-sn-glycero-3-phosphocholine (DOPC) lipid bilayers as a first step
towards determining the most efficient method for free energy calculations. We
study the translocation of arginine, a sodium ion, alanine, and a single water
molecule using the Metadynamics, Umbrella Sampling, and Replica Exchange
Umbrella Sampling techniques. Within the fixed lengths of our simulations, we
find that all methods produce similar results for charge-neutral permeants, but
not for polar or positively charged molecules. We identify the long relaxation
timescale of electrostatic interactions between lipid headgroups and the solute
to be the principal cause of this difference, and show that this slow process
can lead to an erroneous dependence of computed free energy profiles on the
initial system configuration. We demonstrate the use of committor analysis to
validate the proper sampling of the presumed transition state, which in our
simulations is achieved only in replica exchange calculations. Based on these
results we provide some useful guidance to perform and evaluate free energy
calculations of membrane permeation
Micelle Formation and the Hydrophobic Effect
The tendency of amphiphilic molecules to form micelles in aqueous solution is
a consequence of the hydrophobic effect. The fundamental difference between
micelle assembly and macroscopic phase separation is the stoichiometric
constraint that frustrates the demixing of polar and hydrophobic groups. We
present a theory for micelle assembly that combines the account of this
constraint with a description of the hydrophobic driving force. The latter
arises from the length scale dependence of aqueous solvation. The theoretical
predictions for temperature dependence and surfactant chain length dependence
of critical micelle concentrations for nonionic surfactants agree favorably
with experiment.Comment: Accepted for publication in J. Phys. Chem.