To investigate the cooperativity of hydrophobic interactions, the potential
of mean force of two- and three-molecule methane clusters in water was det
ermined by molecular dynamics simulations using two methods: umbrella-sampl
ing with the weighted histogram analysis method and thermodynamic integrati
on. Two water models, TIP3P and TIP4P, were used, while each methane molecu
le was modeled as a united atom. It was found that the three-body potential
of mean force is net additive, i.e.. it cannot be calculated as a sum of t
wo-body contributions, but requires an additional three-body cooperative te
rm. The cooperative term, which amounts to only about 10% of the total hydr
ophobic association free energy, was found to increase the strength of hydr
ophobic association; this finding differs from the results of earlier Monte
Carlo studies with the free energy perturbation method of Rank and Baker (
1997). As in the work of Rank and Baker, the solvent contribution to the po
tential of mean force was found to be well approximated by the molecular su
rface of two methane molecules, Moreover, we also found that the cooperativ
e term is well represented by the difference between the molecular surface
of the three-methane cluster and those of all thr ee pairs of methane molec
ules. In addition, it was found that, while there is a cooperative contribu
tion to the hydrophobic association free energy albeit a small one, the err
ors associated with the use of pairwise potentials are comparable to or lar
ger than this contribution.