Tp. Straatsma et Ja. Mccammon, TREATMENT OF ROTATIONAL ISOMERIC STATES .3. THE USE OF BIASING POTENTIALS, The Journal of chemical physics, 101(6), 1994, pp. 5032-5039
A technique is described to determine umbrella biasing potentials that
can be used to enhance sampling of rotational isomeric states in mole
cular simulations of polypeptides in water. The analytical biasing pot
ential function are obtained through fitting of potentials of mean for
ce obtained by thermodynamic integration simulations to a small number
of functions used to describe dihedral torsion. The resulting dramati
c increase in efficiency of sampling is illustrated by comparison of m
olecular simulations of the alanine-dipeptide molecule in aqueous solu
tion, with and without the use of the biasing potentials. The same bia
sing potentials were used in simulations of the alanine-tripeptide and
the alanine-heptapeptide in aqueous solution. Similar dramatic increa
ses in sampling efficiency were observed for these simulations, when t
he biasing potentials were applied, which suggests that these biasing
potentials, although determined for the dipeptide, may be transferable
to larger peptide chains. It is illustrated how the biasing potential
s can be used in biasing potential annealing simulations, leading to r
apid folding of peptide chains into aqueous solutions structures with
low energy.