| 60 |
|
potential. |
| 61 |
|
|
| 62 |
|
The model used in this investigation adds more information to the |
| 63 |
< |
interactions than the previous two models, |
| 63 |
> |
interactions than the previous two models, while still balancing the |
| 64 |
> |
need for simplifications over atomistic detail. The model uses |
| 65 |
> |
Lennard-Jones spheres for the head and tail groups of the |
| 66 |
> |
phopholipids, allowing for the ability to scale the parameters to |
| 67 |
> |
reflect various sized chain configurations while keeping the number of |
| 68 |
> |
interactions small. What sets this model apart, however, is the use |
| 69 |
> |
of dipoles to represent the electrosttaic nature of the |
| 70 |
> |
phospholipids. The dipole electrostatic interaction is shorter range |
| 71 |
> |
than coulombic ($\frac{1}{r^3}$ versus $\frac{1}{r}$), eliminating the |
| 72 |
> |
need for a costly Ewald sum. |
| 73 |
|
|
| 74 |
+ |
Another key feature of this model, is the use of a dipolar water model |
| 75 |
+ |
to represent the solvent. The soft sticky dipole ({\scssd}) |
| 76 |
+ |
water \cite{Liu:1996a} relies on the dipole for long range |
| 77 |
+ |
electrostatic effects, butalso contains a short range correction for |
| 78 |
+ |
hydrogen bonding. In this way the systems in this research mimic the |
| 79 |
+ |
entropic contribution to the hydrophobic effect due to hydrogen-bond |
| 80 |
+ |
network deformation around a non-polar entity, \emph{i.e.}~ the |
| 81 |
+ |
phospholipid. |
| 82 |
+ |
|
| 83 |
+ |
The following is an outline of this chapter. |
| 84 |
+ |
Sec.~\ref{lipoidSec:Methods} is an introduction to the lipid model |
| 85 |
+ |
used in these simulations. As well as clarification about the water |
| 86 |
+ |
model and integration techniques. The various simulation setups |
| 87 |
+ |
explored in this research are outlined in |
| 88 |
+ |
Sec.~\ref{lipidSec:ExpSetup}. Sec.~\ref{lipidSec:Results} and |
| 89 |
+ |
Sec.~\ref{lipidSec:Discussion} give a summary of the results and |
| 90 |
+ |
interpretation of those results respectively. Finally, the |
| 91 |
+ |
conclusions of this chapter are presented in |
| 92 |
+ |
Sec.~\ref{lipidSec:Conclusion}. |
| 93 |
+ |
|
| 94 |
|
\section{\label{lipidSec:Methods}Methods} |
| 95 |
|
|
| 67 |
– |
\subsection{\label{lipidSec:lipidMedel}The Lipid Model} |
| 96 |
|
|
| 97 |
+ |
|
| 98 |
+ |
\subsection{\label{lipidSec:lipidModel}The Lipid Model} |
| 99 |
+ |
|
| 100 |
|
\begin{figure} |
| 101 |
|
|
| 102 |
|
\caption{Schematic diagram of the single chain phospholipid model} |
| 162 |
|
the same bond, bend, or torsion. However, internal interactions not |
| 163 |
|
directly involved in a bonded pair are calculated. |
| 164 |
|
|
| 165 |
+ |
All simulations presented here use a two chained lipid as pictured in |
| 166 |
+ |
Fig.~\ref{lipidFig:twochain}. The chains are both eight beads long, |
| 167 |
+ |
and their mass and Lennard Jones parameters are summarized in |
| 168 |
+ |
Table~\ref{lipidTable:tcLJParams}. The magnitude of the dipole moment |
| 169 |
+ |
for the head bead is 10.6~Debye, and the bend and torsion parameters |
| 170 |
+ |
are summarized in Table~\ref{lipidTable:teBTParams}. |
| 171 |
|
|
| 172 |
+ |
\section{label{lipidSec:furtherMethod}Further Methodology} |
| 173 |
+ |
|
| 174 |
+ |
As mentioned previously, the water model used throughout these |
| 175 |
+ |
simulations was the {\scssd} model of |
| 176 |
+ |
Ichiye.\cite{liu:1996a,Liu:1996b,Chandra:1999} A discussion of the |
| 177 |
+ |
model can be found in Sec.~\ref{oopseSec:SSD}. As for the integration |
| 178 |
+ |
of the equations of motion, all simulations were performed in an |
| 179 |
+ |
orthorhombic periodic box with a thermostat on velocities, and an |
| 180 |
+ |
independent barostat on each cartesian axis $x$, $y$, and $z$. This |
| 181 |
+ |
is the $\text{NPT}_{xyz}$. ensemble described in Sec.~\ref{oopseSec:Ensembles}. |
| 182 |
+ |
|
| 183 |
+ |
|
| 184 |
+ |
\subsection{\label{lipidSec:ExpSetup}Experimental Setup} |
| 185 |
+ |
|
| 186 |
+ |
Two main starting configuration classes were used in this research: |
| 187 |
+ |
random and ordered bilayers. The ordered bilayer starting |
| 188 |
+ |
configurations were all started from an equilibrated bilayer at |
| 189 |
+ |
300~K. The original configuration for the first 300~K run was |
| 190 |
+ |
assembled by placing the phospholipids centers of mass on a planar |
| 191 |
+ |
hexagonal lattice. The lipids were oriented with their long axis |
| 192 |
+ |
perpendicular to the plane. The second leaf simply mirrored the first |
| 193 |
+ |
leaf, and the appropriate number of waters were then added above and |
| 194 |
+ |
below the bilayer. |
| 195 |
+ |
|
| 196 |
+ |
The random configurations took more work to generate. To begin, a |
| 197 |
+ |
test lipid was placed in a simulation box already containing water at |
| 198 |
+ |
the intended density. The waters were then tested for overlap with |
| 199 |
+ |
the lipid using a 5.0~$\mbox{\AA}$ buffer distance. This gave an |
| 200 |
+ |
estimate for the number of waters each lipid would displace in a |
| 201 |
+ |
simulation box. A target number of waters was then defined which |
| 202 |
+ |
included the number of waters each lipid would displace, the number of |
| 203 |
+ |
waters desired to solvate each lipid, and a fudge factor to pad the |
| 204 |
+ |
initialization. |
| 205 |
+ |
|
| 206 |
+ |
Next, a cubic simulation box was created that contained at least the |
| 207 |
+ |
target number of waters in an FCC lattice (the lattice was for ease of |
| 208 |
+ |
placement). What followed was a RSA simulation similar to those of |
| 209 |
+ |
Chapt.~\ref{chapt:RSA}. The lipids were sequentially given a random |
| 210 |
+ |
position and orientation within the box. If a lipid's position caused |
| 211 |
+ |
atomic overlap with any previously adsorbed lipid, its position and |
| 212 |
+ |
orientation were rejected, and a new random adsorption site was |
| 213 |
+ |
attempted. The RSA simulation proceeded until all phospholipids had |
| 214 |
+ |
been adsorbed. After adsorption, all water molecules with locations |
| 215 |
+ |
that overlapped with the atomic coordinates of the lipids were |
| 216 |
+ |
removed. |
| 217 |
+ |
|
| 218 |
+ |
Finally, water molecules were removed one by one at random until the |
| 219 |
+ |
desired number of waters per lipid was reached. The typical low final |
| 220 |
+ |
density for these initial configurations was not a problem, as the box |
| 221 |
+ |
would shrink to an appropriate size within the first 50~ps of a |
| 222 |
+ |
simulation in the $\text{NPT}_{xyz}$ ensemble. |
| 223 |
+ |
|
| 224 |
+ |
\subsection{\label{lipidSec:Configs}The simulation configurations} |
| 225 |
+ |
|
| 226 |
+ |
Table ~\ref{lipidTable:simNames} summarizes the names and important |
| 227 |
+ |
details of the simulations. The B set of simulations were all started |
| 228 |
+ |
in an ordered bilayer and observed over a period of 10~ns. Simulution |
| 229 |
+ |
RL was integrated for approximately 20~ns starting from a random |
| 230 |
+ |
configuration as an example of spontaneous bilayer aggregation. |
| 231 |
+ |
Lastly, simulation RH was also started from a random configuration, |
| 232 |
+ |
but with a lesser water content and higher temperature to show the |
| 233 |
+ |
spontaneous aggregation of an inverted hexagonal lamellar phase. |