30.08.2013 Views

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

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

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

SHOW MORE
SHOW LESS

You also want an ePaper? Increase the reach of your titles

YUMPU automatically turns print PDFs into web optimized ePapers that Google loves.

7.2 Computational details 103<br />

(figure 7.2b), the circular sectors at distance r from the protein surface in the top<br />

<strong>and</strong> bottom monolayer are shifted respect to each other in the bilayer plane, <strong>and</strong> the<br />

value <strong>of</strong> dL(r) calculated <strong>with</strong> the described method is an approximated value <strong>of</strong> the<br />

actual thickness in the vicinity <strong>of</strong> the tilted peptide. However, this value converges to<br />

the correct value in the bulk at distances sufficiently far from the protein. Moreover,<br />

because <strong>of</strong> the tilt, the conformation <strong>of</strong> the <strong>lipid</strong>s around the protein might not be<br />

symmetric. We want to point out that these possible effects due to the asymmetry <strong>of</strong><br />

the protein orientation in the bilayer have been averaged out.<br />

The behavior <strong>of</strong> dL(r) allowed us to access the extension <strong>of</strong> the protein-mediated<br />

perturbation on the bilayer. Based on previous theoretical finding [167], we first assumed<br />

that the perturbation induced by the protein on the surrounding <strong>lipid</strong>s is <strong>of</strong><br />

exponential type. We have then verified this assumption later by analyzing the deviation<br />

<strong>of</strong> the functional form <strong>of</strong> the calculated dL(r) from the assumed one. If the<br />

behavior <strong>of</strong> dL(r) is exponential, the protein-induced perturbation can be expressed<br />

in terms <strong>of</strong> a typical coherence length, the decay length ξP:<br />

dL(r) = d o L + (dP − d o L)e −r/ξP . (7.3)<br />

where do L is the mean hydrophobic thickness <strong>of</strong> the unperturbed pure <strong>lipid</strong> bilayer,<br />

<strong>and</strong> dP is the protein hydrophobic length. The above equation expresses the fact<br />

that away from the protein surface, <strong>and</strong> at distances at least <strong>of</strong> the order <strong>of</strong> ξP, the<br />

perturbed dL(r) decays to the bulk value do L , namely the value corresponding to that<br />

<strong>of</strong> the pure <strong>lipid</strong> system at the considered temperature, if no finite-size effects are<br />

present. In principle, by knowing dL(r), dP, <strong>and</strong> do L <strong>and</strong> by using equation 7.3 one<br />

can estimate ξP. In our case, we have determined the value <strong>of</strong> ξP by best-fitting the<br />

values dL(r) resulting from the simulations <strong>with</strong> equation 7.3, where ξP <strong>and</strong> do L are<br />

the fitting parameters. About the resulting value <strong>of</strong> the parameter do L obtained by the<br />

best-fitting, we have verified that this is equal, <strong>with</strong>in the statistical accuracy, to the<br />

value <strong>of</strong> the <strong>lipid</strong> bilayer hydrophobic thickness in the bulk, <strong>and</strong> directly calculated<br />

from the simulations.<br />

Since the protein can be subjected to tilt, the input parameter we used for the fit<br />

is not the actual hydrophobic length <strong>of</strong> the model-protein, dP (or even the a priori<br />

estimate <strong>of</strong> it, dP), ˜ but instead an effective length, deff P . This effective length is defined<br />

as the projection onto the normal <strong>of</strong> the bilayer plane <strong>of</strong> the protein hydrophobic<br />

length directly obtained from the simulations: d eff<br />

P = dP cos(φ tilt ), where φ tilt is the<br />

tilt angle (see figure 7.1d). To calculate the degree <strong>of</strong> tilting <strong>of</strong> a protein <strong>with</strong> respect<br />

to the bilayer normal we have considered, for each chain <strong>of</strong> the protein, the vector<br />

that connects the position <strong>of</strong> the two hydrophobic beads bound to the protein hydrophilic<br />

beads (i.e. close to the <strong>lipid</strong>-water interface), one located in one monolayer<br />

<strong>of</strong> the bilayer, <strong>and</strong> the other in the opposite monolayer. The tilt angle, φ tilt , is defined<br />

as the average value, over all the chains <strong>of</strong> a protein, <strong>of</strong> the angle between this vector<br />

<strong>and</strong> the bilayer normal.

Hooray! Your file is uploaded and ready to be published.

Saved successfully!

Ooh no, something went wrong!