Introduction to free
energy calculations. (A) Overview of free
energy calculations. A membrane protein, as viewed from above the
membrane, is shown in cyan cartoon, and a lipid in yellow, orange
and red spheres. Two states are modelled: the left state is the protein
bound to the target lipid, the right is the protein bound to a generic
lipid (not shown), with the target lipid unbound. Free energy calculations
aim to compute the difference in free energy between these states
(ΔΔGbind). (B) PMF calculations
create a reaction coordinate in physical space by pulling the lipid
away from or towards the binding site. This coordinate can then be
sampled, for example with umbrella sampling, to provide a 1D energetic
landscape, allowing calculation of ΔΔGbind between the target and a generic lipid. (C) Chemical
structures of PIP2, CDL and cholesterol. (D) FEP and ABFE
calculations build alchemical pathways which either change the bound
lipid into a different species, in this study to that of the bulk
membrane, or fully remove the lipid from the simulation box. This
provides the binding free energy difference between the target lipid
and a generic lipid, ΔΔGbind. (E) WTMetaD biases the diffusion of a target lipid around the protein
through addition of a time-dependent Gaussian of energy to the CV.
These Gaussians can then be reconstructed into a full 2D energy landscape,
with comparison of binding regions and the bulk membrane giving ΔΔGbind.