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Mesoscopic models of lipid bilayers and bilayers with embedded ...

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3.2 Method <strong>of</strong> calculation <strong>of</strong> surface tension 23<br />

In our simulations we use a different approach, based on a Monte Carlo (MC)<br />

scheme, to simulate a membrane at a given state <strong>of</strong> tension, <strong>of</strong> which the tensionless<br />

state is a particular case. Similar to constant pressure simulation, we impose a given<br />

value for the surface tension <strong>and</strong> from the simulation we obtain the average area per<br />

molecule. Such method has the advantage that we do not have to perform several<br />

– relatively expensive – simulations to locate the area <strong>of</strong> zero tension. Moreover, by<br />

releasing the constraint <strong>of</strong> a priori chosen area <strong>and</strong> allowing dynamic fluctuations<br />

<strong>of</strong> the bilayer area, the system is able to explore the phase space <strong>and</strong> assume the<br />

configurational structure that corresponds to the free energy minimum at the given<br />

thermodynamic conditions. One <strong>of</strong> the implications <strong>of</strong> this extra degree <strong>of</strong> freedom is<br />

that it allows to observe directly phase transitions in which the area per <strong>lipid</strong> changes.<br />

We will exploit this advantage in Chapter 5 where we study the phase behavior <strong>of</strong> <strong>lipid</strong><br />

<strong>bilayers</strong>.<br />

In this Chapter we first introduce the definition <strong>of</strong> surface tension <strong>and</strong> its calculation<br />

method in computer simulations. We then describe the scheme we use to<br />

impose a given value <strong>of</strong> the surface tension <strong>and</strong> we validate the method by applying<br />

it to a monolayer <strong>of</strong> amphiphilic dumb-bells at oil-water interface. We then utilize<br />

the constant surface tension scheme in simulations <strong>of</strong> <strong>lipid</strong> <strong>bilayers</strong> to study the dependence<br />

<strong>of</strong> the area per <strong>lipid</strong> on the system size, <strong>and</strong> on the value <strong>of</strong> the applied<br />

surface tension.<br />

3.2 Method <strong>of</strong> calculation <strong>of</strong> surface tension<br />

In homogeneous systems at equilibrium the pressure is constant <strong>and</strong> equal at each<br />

point in space, while for an inhomogeneous system the pressure is a tensor P(r) that<br />

depends on the spatial direction <strong>and</strong> on the position r where it is calculated. Here<br />

we follow the discussion presented in [53] <strong>and</strong> [66] to derive the properties <strong>of</strong> the<br />

pressure tensor.<br />

Consider a system <strong>of</strong> two immiscible liquids forming a planar interface normal to<br />

the z direction. In equilibrium, mechanical stability requires that the gradient <strong>of</strong> the<br />

pressure tensor is zero everywhere<br />

∇ · P = 0. (3.1)<br />

Shear forces are also zero <strong>and</strong> the non diagonal components <strong>of</strong> P vanish; also, because<br />

<strong>of</strong> planar symmetry, the components <strong>of</strong> the pressure tensor parallel to the interface<br />

should be identical. The pressure tensor is then diagonal<br />

⎛<br />

P = ⎝<br />

Pxx 0 0<br />

0 Pyy 0<br />

0 0 Pzz<br />

⎞<br />

⎠ , (3.2)

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