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# Line 24 | Line 24
24  
25   \bibliographystyle{achemso}
26  
27 < \title{Dipolar Ordering in Molecular-scale Models of the Ripple Phase
28 < in Lipid Membranes}
27 > \title{Dipolar ordering in the ripple phases of molecular-scale models
28 > of lipid membranes}
29   \author{Xiuquan Sun and J. Daniel Gezelter \\
30   Department of Chemistry and Biochemistry,\\
31   University of Notre Dame, \\
# Line 38 | Line 38 | Notre Dame, Indiana 46556}
38   \maketitle
39  
40   \begin{abstract}
41 < The ripple phase in phosphatidylcholine (PC) bilayers has never been
42 < completely explained.
41 > Symmetric and asymmetric ripple phases have been observed to form in
42 > molecular dynamics simulations of a simple molecular-scale lipid
43 > model. The lipid model consists of an dipolar head group and an
44 > ellipsoidal tail.  Within the limits of this model, an explanation for
45 > generalized membrane curvature is a simple mismatch in the size of the
46 > heads with the width of the molecular bodies.  The persistence of a
47 > {\it bilayer} structure requires strong attractive forces between the
48 > head groups.  One feature of this model is that an energetically
49 > favorable orientational ordering of the dipoles can be achieved by
50 > out-of-plane membrane corrugation.  The corrugation of the surface
51 > stablizes the long range orientational ordering for the dipoles in the
52 > head groups which then adopt a bulk antiferroelectric state. We
53 > observe a common feature of the corrugated dipolar membranes: the wave
54 > vectors for the surface ripples are always found to be perpendicular
55 > to the dipole director axis.  
56   \end{abstract}
57  
58   %\maketitle
59 + \newpage
60  
61   \section{Introduction}
62   \label{sec:Int}
# Line 124 | Line 138 | driving force for ripple formation, questions about th
138   addressed by these molecular simulations and the packing competition
139   between headgroups and tails is strongly implicated as the primary
140   driving force for ripple formation, questions about the ordering of
141 < the head groups in ripple phase has not been settled.
141 > the head groups in ripple phase have not been settled.
142  
143   In a recent paper, we presented a simple ``web of dipoles'' spin
144   lattice model which provides some physical insight into relationship
145   between dipolar ordering and membrane buckling.\cite{Sun2007} We found
146   that dipolar elastic membranes can spontaneously buckle, forming
147 < ripple-like topologies.  The driving force for the buckling in dipolar
148 < elastic membranes the antiferroelectric ordering of the dipoles, and
149 < this was evident in the ordering of the dipole director axis
147 > ripple-like topologies.  The driving force for the buckling of dipolar
148 > elastic membranes is the antiferroelectric ordering of the dipoles.
149 > This was evident in the ordering of the dipole director axis
150   perpendicular to the wave vector of the surface ripples.  A similiar
151   phenomenon has also been observed by Tsonchev {\it et al.} in their
152   work on the spontaneous formation of dipolar peptide chains into
# Line 303 | Line 317 | To take into account the permanent dipolar interaction
317   \end{figure}
318  
319   To take into account the permanent dipolar interactions of the
320 < zwitterionic head groups, we place fixed dipole moments $\mu_{i}$ at
320 > zwitterionic head groups, we have placed fixed dipole moments $\mu_{i}$ at
321   one end of the Gay-Berne particles.  The dipoles are oriented at an
322   angle $\theta = \pi / 2$ relative to the major axis.  These dipoles
323 < are protected by a head ``bead'' with a range parameter which we have
323 > are protected by a head ``bead'' with a range parameter ($\sigma_h$) which we have
324   varied between $1.20 d$ and $1.41 d$.  The head groups interact with
325   each other using a combination of Lennard-Jones,
326   \begin{equation}
# Line 335 | Line 349 | Marrink {\it et al.}  in their dissipative particle dy
349  
350   The solvent model in our simulations is identical to one used by
351   Marrink {\it et al.}  in their dissipative particle dynamics (DPD)
352 < simulation of lipid bilayers.\cite{Marrink04} This solvent bead is a single
353 < site that represents four water molecules (m = 72 amu) and has
352 > simulation of lipid bilayers.\cite{Marrink04} This solvent bead is a
353 > single site that represents four water molecules (m = 72 amu) and has
354   comparable density and diffusive behavior to liquid water.  However,
355   since there are no electrostatic sites on these beads, this solvent
356 < model cannot replicate the dielectric properties of water.
356 > model cannot replicate the dielectric properties of water.
357 >
358   \begin{table*}
359   \begin{minipage}{\linewidth}
360   \begin{center}
# Line 365 | Line 380 | $\mu$ (Debye) & & varied & 0 & 0 \\
380   \end{minipage}
381   \end{table*}
382  
383 < A switching function has been applied to all potentials to smoothly
384 < turn off the interactions between a range of $22$ and $25$ \AA.
383 > \section{Experimental Methodology}
384 > \label{sec:experiment}
385  
386   The parameters that were systematically varied in this study were the
387   size of the head group ($\sigma_h$), the strength of the dipole moment
388   ($\mu$), and the temperature of the system.  Values for $\sigma_h$
389 < ranged from 5.5 \AA\  to 6.5 \AA\ .  If the width of the tails is
390 < taken to be the unit of length, these head groups correspond to a
391 < range from $1.2 d$ to $1.41 d$.  Since the solvent beads are nearly
392 < identical in diameter to the tail ellipsoids, all distances that
393 < follow will be measured relative to this unit of distance.
389 > ranged from 5.5 \AA\ to 6.5 \AA\ .  If the width of the tails is taken
390 > to be the unit of length, these head groups correspond to a range from
391 > $1.2 d$ to $1.41 d$.  Since the solvent beads are nearly identical in
392 > diameter to the tail ellipsoids, all distances that follow will be
393 > measured relative to this unit of distance.  Because the solvent we
394 > are using is non-polar and has a dielectric constant of 1, values for
395 > $\mu$ are sampled from a range that is somewhat smaller than the 20.6
396 > Debye dipole moment of the PC headgroups.
397  
380 \section{Experimental Methodology}
381 \label{sec:experiment}
382
398   To create unbiased bilayers, all simulations were started from two
399   perfectly flat monolayers separated by a 26 \AA\ gap between the
400   molecular bodies of the upper and lower leaves.  The separated
# Line 397 | Line 412 | $3$D anisotropic coupling, and constant surface tensio
412   were then equilibrated for another $30$ ns. All simulations utilizing
413   the solvent were carried out at constant pressure ($P=1$ atm) with
414   $3$D anisotropic coupling, and constant surface tension
415 < ($\gamma=0.015$ UNIT). Given the absence of fast degrees of freedom in
415 > ($\gamma=0.015$ N/m). Given the absence of fast degrees of freedom in
416   this model, a timestep of $50$ fs was utilized with excellent energy
417   conservation.  Data collection for structural properties of the
418   bilayers was carried out during a final 5 ns run following the solvent
419   equilibration.  All simulations were performed using the OOPSE
420   molecular modeling program.\cite{Meineke05}
421  
422 + A switching function was applied to all potentials to smoothly turn
423 + off the interactions between a range of $22$ and $25$ \AA.
424 +
425   \section{Results}
426   \label{sec:results}
427  
428 < Snapshots in Figure \ref{fig:phaseCartoon} show that the membrane is
429 < more corrugated with increasing size of the head groups. The surface
430 < is nearly flat when $\sigma_h=1.20 d$. With $\sigma_h=1.28 d$,
431 < although the surface is still flat, the bilayer starts to splay
432 < inward; the upper leaf of the bilayer is connected to the lower leaf
433 < with an interdigitated line defect. Two periodicities with $100$ \AA\
434 < wavelengths were observed in the simulation. This structure is very
435 < similiar to the structure observed by de Vries and Lenz {\it et
436 < al.}. The same basic structure is also observed when $\sigma_h=1.41
437 < d$, but the wavelength of the surface corrugations depends sensitively
438 < on the size of the ``head'' beads. From the undulation spectrum, the
439 < corrugation is clearly non-thermal.
428 > The membranes in our simulations exhibit a number of interesting
429 > bilayer phases.  The surface topology of these phases depends most
430 > sensitively on the ratio of the size of the head groups to the width
431 > of the molecular bodies.  With heads only slightly larger than the
432 > bodies ($\sigma_h=1.20 d$) the membrane exhibits a flat bilayer.  The
433 > mean spacing between the head groups is XXX \AA, and the mean
434 > area per lipid in this phase is   \AA$^2$.  This corresponds
435 > reasonably well to a bilayer of DPPC.\cite{XXX}
436 >
437 > Increasing the head / body size ratio increases the local membrane
438 > curvature around each of the lipids.  With $\sigma_h=1.28 d$, the
439 > surface is still essentially flat, but the bilayer starts to exhibit
440 > signs of instability.  We have observed occasional defects where a
441 > line of lipid molecules on one leaf of the bilayer will dip down to
442 > interdigitate with the other leaf.  This gives each of the two bilayer
443 > leaves some local convexity near the line defect.  These structures,
444 > once developed in a simulation, are very stable and are spaced
445 > approximately 100 \AA\ away from each other.
446 >
447 > With larger heads ($\sigma_h = 1.35 d$) the membrane curvature
448 > resolves into a ``symmetric'' ripple phase.  Each leaf of the bilayer
449 > is broken into several convex, hemicylinderical sections, and opposite
450 > leaves are fitted together much like roof tiles.  There is no
451 > interdigitation between the upper and lower leaves of the bilayer.
452 >
453 > For the largest head / body ratios studied ($\sigma_h = 1.41 d$) the
454 > local curvature is substantially larger, and the resulting bilayer
455 > structure resolves into an asymmetric ripple phase.  This structure is
456 > very similiar to the structures observed by both de Vries {\it et al.}
457 > and Lenz {\it et al.}.  For a given ripple wave vector, there are two
458 > possible asymmetric ripples, which is not the case for the symmetric
459 > phase observed when $\sigma_h = 1.35 d$.
460 >
461   \begin{figure}[htb]
462   \centering
463   \includegraphics[width=4in]{phaseCartoon}
464 < \caption{A sketch to discribe the structure of the phases observed in
465 < our simulations.\label{fig:phaseCartoon}}
464 > \caption{The role of the ratio between the head group size and the
465 > width of the molecular bodies is to increase the local membrane
466 > curvature.  With strong attractive interactions between the head
467 > groups, this local curvature can be maintained in bilayer structures
468 > through surface corrugation.  Shown above are three phases observed in
469 > these simulations.  With $\sigma_h = 1.20 d$, the bilayer maintains a
470 > flat topology.  For larger heads ($\sigma_h = 1.35 d$) the local
471 > curvature resolves into a symmetrically rippled phase with little or
472 > no interdigitation between the upper and lower leaves of the membrane.
473 > The largest heads studied ($\sigma_h = 1.41 d$) resolve into an
474 > asymmetric rippled phases with interdigitation between the two
475 > leaves.\label{fig:phaseCartoon}}
476   \end{figure}
477  
478 < When $\sigma_h=1.35 d$, we observed another corrugated surface
479 < morphology.  This structure is different from the asymmetric rippled
480 < surface; there is no interdigitation between the upper and lower
481 < leaves of the bilayer. Each leaf of the bilayer is broken into several
433 < hemicylinderical sections, and opposite leaves are fitted together
434 < much like roof tiles. Unlike the surface in which the upper
435 < hemicylinder is always interdigitated on the leading or trailing edge
436 < of lower hemicylinder, this ``symmetric'' ripple has no prefered
437 < direction.  The corresponding structures are shown in Figure
438 < \ref{fig:phaseCartoon} for elucidation of the detailed structures of
439 < different phases.  The top panel in figure \ref{fig:phaseCartoon} is
440 < the flat phase, the middle panel shows the asymmetric ripple phase
441 < corresponding to $\sigma_h = 1.41 d$ and the lower panel shows the
442 < symmetric ripple phase observed when $\sigma_h=1.35 d$. In the
443 < symmetric ripple, the bilayer is continuous over the whole membrane,
444 < however, in asymmetric ripple phase, the bilayer domains are connected
445 < by thin interdigitated monolayers that share molecules between the
446 < upper and lower leaves.
478 > Sample structures for the flat ($\sigma_h = 1.20 d$), symmetric
479 > ($\sigma_h = 1.35 d$, and asymmetric ($\sigma_h = 1.41 d$) ripple
480 > phases are shown in Figure \ref{fig:phaseCartoon}.  
481 >
482   \begin{table*}
483   \begin{minipage}{\linewidth}
484   \begin{center}
# Line 456 | Line 491 | $\sigma_h / d$ & type of phase & $\lambda / d$ & $A /
491   $\sigma_h / d$ & type of phase & $\lambda / d$ & $A / d$\\
492   \hline
493   1.20 & flat & N/A & N/A \\
494 < 1.28 & asymmetric ripple or flat & 21.7 & N/A \\
494 > 1.28 & flat & N/A & N/A \\
495   1.35 & symmetric ripple & 17.2 & 2.2 \\
496   1.41 & asymmetric ripple & 15.4 & 1.5 \\
497   \end{tabular}
# Line 467 | Line 502 | reduced amplitude $A / d$ of the ripples are summarize
502  
503   The membrane structures and the reduced wavelength $\lambda / d$,
504   reduced amplitude $A / d$ of the ripples are summarized in Table
505 < \ref{tab:property}. The wavelength range is $15~21$ molecular bodies
505 > \ref{tab:property}. The wavelength range is $15 - 17$ molecular bodies
506   and the amplitude is $1.5$ molecular bodies for asymmetric ripple and
507 < $2.2$ for symmetric ripple. These values are consistent to the
508 < experimental results.  Note, that given the lack of structural freedom
509 < in the tails of our model lipids, the amplitudes observed from these
510 < simulations are likely to underestimate of the true amplitudes.
507 > $2.2$ for symmetric ripple. These values are reasonably consistent
508 > with experimental measurements.\cite{Sun96,Katsaras00,Kaasgaard03}
509 > Note, that given the lack of structural freedom in the tails of our
510 > model lipids, the amplitudes observed from these simulations are
511 > likely to underestimate of the true amplitudes.
512  
513   \begin{figure}[htb]
514   \centering
515   \includegraphics[width=4in]{topDown}
516 < \caption{Top views of the flat (upper), asymmetric ripple (middle),
517 < and symmetric ripple (lower) phases.  Note that the head-group dipoles
518 < have formed head-to-tail chains in all three of these phases, but in
519 < the two rippled phases, the dipolar chains are all aligned
520 < {\it perpendicular} to the direction of the ripple.  The flat membrane
521 < has multiple point defects in the dipolar orientational ordering, and
522 < the dipolar ordering on the lower leaf of the bilayer can be in a
523 < different direction from the upper leaf.\label{fig:topView}}
516 > \caption{Top views of the flat (upper), symmetric ripple (middle),
517 > and asymmetric ripple (lower) phases.  Note that the head-group
518 > dipoles have formed head-to-tail chains in all three of these phases,
519 > but in the two rippled phases, the dipolar chains are all aligned {\it
520 > perpendicular} to the direction of the ripple.  Note that the flat
521 > membrane has multiple vortex defects in the dipolar ordering, and the
522 > ordering on the lower leaf of the bilayer can be in an entirely
523 > different direction from the upper leaf.\label{fig:topView}}
524   \end{figure}
525  
526   The principal method for observing orientational ordering in dipolar
# Line 516 | Line 552 | Figure \ref{fig:topView} shows snapshots of bird's-eye
552   groups to be completely decoupled from each other.
553  
554   Figure \ref{fig:topView} shows snapshots of bird's-eye views of the
555 < flat ($\sigma_h = 1.20 d$) and rippled ($\sigma_h = 1.41, 1.35 d$)
555 > flat ($\sigma_h = 1.20 d$) and rippled ($\sigma_h = 1.35, 1.41 d$)
556   bilayers.  The directions of the dipoles on the head groups are
557   represented with two colored half spheres: blue (phosphate) and yellow
558   (amino).  For flat bilayers, the system exhibits signs of
# Line 596 | Line 632 | is normally available.  When the head groups are broug
632   close to each other and distort the bilayer structure. For a flat
633   surface, a substantial amount of free volume between the head groups
634   is normally available.  When the head groups are brought closer by
635 < dipolar interactions, the tails are forced to splay outward, forming
636 < first curved bilayers, and then inverted micelles.
635 > dipolar interactions, the tails are forced to splay outward, first forming
636 > curved bilayers, and then inverted micelles.
637  
638   When $\sigma_h=1.28 d$, the $P_2$ order parameter decreases slightly
639   when the strength of the dipole is increased above $16$ debye. For
# Line 657 | Line 693 | molecular width ratio ($\sigma_h / d$).\label{fig:tP2}
693   molecular width ratio ($\sigma_h / d$).\label{fig:tP2}}
694   \end{figure}
695  
696 + Fig. \ref{fig:phaseDiagram} shows a phase diagram for the model as a
697 + function of the head group / molecular width ratio ($\sigma_h / d$)
698 + and the strength of the head group dipole moment ($\mu$).  Note that
699 + the specific form of the bilayer phase is governed almost entirely by
700 + the head group / molecular width ratio, while the strength of the
701 + dipolar interactions between the head groups governs the stability of
702 + the bilayer phase.  Weaker dipoles result in unstable bilayer phases,
703 + while extremely strong dipoles can shift the equilibrium to an
704 + inverted micelle phase when the head groups are small.   Temperature
705 + has little effect on the actual bilayer phase observed, although higher
706 + temperatures can cause the unstable region to grow into the higher
707 + dipole region of this diagram.
708 +
709 + \begin{figure}[htb]
710 + \centering
711 + \includegraphics[width=\linewidth]{phaseDiagram}
712 + \caption{Phase diagram for the simple molecular model as a function
713 + of the head group / molecular width ratio ($\sigma_h / d$) and the
714 + strength of the head group dipole moment
715 + ($\mu$).\label{fig:phaseDiagram}}
716 + \end{figure}
717 +
718   \section{Discussion}
719   \label{sec:discussion}
720  
721 < The ripple phases have been observed in our molecular dynamic
722 < simulations using a simple molecular lipid model. The lipid model
723 < consists of an anisotropic interacting dipolar head group and an
724 < ellipsoid shape tail. According to our simulations, the explanation of
725 < the formation for the ripples are originated in the size mismatch
726 < between the head groups and the tails. The ripple phases are only
727 < observed in the studies using larger head group lipid models. However,
728 < there is a mismatch betweent the size of the head groups and the size
729 < of the tails in the simulations of the flat surface. This indicates
672 < the competition between the anisotropic dipolar interaction and the
673 < packing of the tails also plays a major role for formation of the
674 < ripple phase. The larger head groups provide more free volume for the
675 < tails, while these hydrophobic ellipsoids trying to be close to each
676 < other, this gives the origin of the spontanous curvature of the
677 < surface, which is believed as the beginning of the ripple phases. The
678 < lager head groups cause the spontanous curvature inward for both of
679 < leaves of the bilayer. This results in a steric strain when the tails
680 < of two leaves too close to each other. The membrane has to be broken
681 < to release this strain. There are two ways to arrange these broken
682 < curvatures: symmetric and asymmetric ripples. Both of the ripple
683 < phases have been observed in our studies. The difference between these
684 < two ripples is that the bilayer is continuum in the symmetric ripple
685 < phase and is disrupt in the asymmetric ripple phase.
686 <
687 < Dipolar head groups are the key elements for the maintaining of the
688 < bilayer structure. The lipids are solvated in water when lowering the
689 < the strength of the dipole on the head groups. The long range
690 < orientational ordering of the dipoles can be achieved by forming the
691 < ripples, although the dipoles are likely to form head-to-tail
692 < configurations even in flat surface, the frustration prevents the
693 < formation of the long range orientational ordering for dipoles. The
694 < corrugation of the surface breaks the frustration and stablizes the
695 < long range oreintational ordering for the dipoles in the head groups
696 < of the lipid molecules. Many rows of the head-to-tail dipoles are
697 < parallel to each other and adopt the antiferroelectric state as a
698 < whole. This is the first time the organization of the head groups in
699 < ripple phases of the lipid bilayer has been addressed.
721 > Symmetric and asymmetric ripple phases have been observed to form in
722 > our molecular dynamics simulations of a simple molecular-scale lipid
723 > model. The lipid model consists of an dipolar head group and an
724 > ellipsoidal tail.  Within the limits of this model, an explanation for
725 > generalized membrane curvature is a simple mismatch in the size of the
726 > heads with the width of the molecular bodies.  With heads
727 > substantially larger than the bodies of the molecule, this curvature
728 > should be convex nearly everywhere, a requirement which could be
729 > resolved either with micellar or cylindrical phases.
730  
731 < The most important prediction we can make using the results from this
732 < simple model is that if dipolar ordering is driving the surface
733 < corrugation, the wave vectors for the ripples should always found to
734 < be {\it perpendicular} to the dipole director axis.  This prediction
735 < should suggest experimental designs which test whether this is really
736 < true in the phosphatidylcholine $P_{\beta'}$ phases.  The dipole
737 < director axis should also be easily computable for the all-atom and
738 < coarse-grained simulations that have been published in the literature.
731 > The persistence of a {\it bilayer} structure therefore requires either
732 > strong attractive forces between the head groups or exclusionary
733 > forces from the solvent phase.  To have a persistent bilayer structure
734 > with the added requirement of convex membrane curvature appears to
735 > result in corrugated structures like the ones pictured in
736 > Fig. \ref{fig:phaseCartoon}.  In each of the sections of these
737 > corrugated phases, the local curvature near a most of the head groups
738 > is convex.  These structures are held together by the extremely strong
739 > and directional interactions between the head groups.
740  
741 + Dipolar head groups are key for the maintaining the bilayer structures
742 + exhibited by this model.  The dipoles are likely to form head-to-tail
743 + configurations even in flat configurations, but the temperatures are
744 + high enough that vortex defects become prevalent in the flat phase.
745 + The flat phase we observed therefore appears to be substantially above
746 + the Kosterlitz-Thouless transition temperature for a planar system of
747 + dipoles with this set of parameters.  For this reason, it would be
748 + interesting to observe the thermal behavior of the flat phase at
749 + substantially lower temperatures.
750 +
751 + One feature of this model is that an energetically favorable
752 + orientational ordering of the dipoles can be achieved by forming
753 + ripples.  The corrugation of the surface breaks the symmetry of the
754 + plane, making vortex defects somewhat more expensive, and stablizing
755 + the long range orientational ordering for the dipoles in the head
756 + groups.  Most of the rows of the head-to-tail dipoles are parallel to
757 + each other and the system adopts a bulk antiferroelectric state.  We
758 + believe that this is the first time the organization of the head
759 + groups in ripple phases has been addressed.
760 +
761 + Although the size-mismatch between the heads and molecular bodies
762 + appears to be the primary driving force for surface convexity, the
763 + persistence of the bilayer through the use of rippled structures is a
764 + function of the strong, attractive interactions between the heads.
765 + One important prediction we can make using the results from this
766 + simple model is that if the dipole-dipole interaction is the leading
767 + contributor to the head group attractions, the wave vectors for the
768 + ripples should always be found {\it perpendicular} to the dipole
769 + director axis.  This echoes the prediction we made earlier for simple
770 + elastic dipolar membranes, and may suggest experimental designs which
771 + will test whether this is really the case in the phosphatidylcholine
772 + $P_{\beta'}$ phases.  The dipole director axis should also be easily
773 + computable for the all-atom and coarse-grained simulations that have
774 + been published in the literature.\cite{deVries05}
775 +
776   Although our model is simple, it exhibits some rich and unexpected
777 < behaviors.  It would clearly be a closer approximation to the reality
778 < if we allowed greater translational freedom to the dipoles and
779 < replaced the somewhat artificial lattice packing and the harmonic
780 < elastic tension with more realistic molecular modeling potentials.
781 < What we have done is to present a simple model which exhibits bulk
782 < non-thermal corrugation, and our explanation of this rippling
777 > behaviors.  It would clearly be a closer approximation to reality if
778 > we allowed bending motions between the dipoles and the molecular
779 > bodies, and if we replaced the rigid ellipsoids with ball-and-chain
780 > tails.  However, the advantages of this simple model (large system
781 > sizes, 50 fs timesteps) allow us to rapidly explore the phase diagram
782 > for a wide range of parameters.  Our explanation of this rippling
783   phenomenon will help us design more accurate molecular models for
784 < corrugated membranes and experiments to test whether rippling is
785 < dipole-driven or not.
720 <
784 > corrugated membranes and experiments to test whether or not
785 > dipole-dipole interactions exert an influence on membrane rippling.
786   \newpage
787   \bibliography{mdripple}
788   \end{document}

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