The Helmholtz free energy F (rather than the energy) is the correct criterion for stability; therefore, calculation of F is important for peptides and proteins that can populate a large number of metastable states. The local states (LS) method proposed by H. Meirovitch [(1977) Chemical Physics Letters, Vol. 45, p. 389] enables one to obtain upper and lower bounds of the conformational free energy, F-B(b,l) and F-A(b,l), respectively, from molecular dynamics (MD) or Monte Carlo samples. The correlation parameter b is the number of consecutive dihedral or valence angles along the chain that are taken into account explicitly. The continuum angles are approximated by a discretization parameter l; the larger are b and l, the better the approximations; while F-A can be estimated efficiently, it is more difficult to estimate F-B. The method is further developed here by applying it to MD trajectories of a relatively large molecule (188 atoms), the potent ''Asp(4)-Dpr(10)'' antagonist [cyclo(4/10)-(Ac-Delta(3)Pro(1)-D-pFPhe(2)-D-Trp(3)-Asp(4)-Tyr(5)-D-Nal(6)-Leu(7)-Arg(8)-Pro(9)-Dpr(10)-NH2)] of gonadotropin releasing hormone (GnRH). The molecule was simulated in vacuo at T = 300 K in two conformational states, previously investigated [J. Rizo et al. Journal of the American Chemical Society, (1992) Vol. 114, p. 2860], which differ by the orientation of the N-terminal tail, above (tail up, TU) and below (tail down, TD) the cyclic heptapeptide ring. As in previous applications of the LS method, we have found the following: (1) While F-A is a crude approximation for the correct F, results for the difference, Delta F-A = F-A(TD) - F-A(TU) converge rapidly to 5.6(1) kcal/mole as the approximation is improved (i.e., as b and l are increased), which suggests that this is the correct value for Delta F; therefore TD is more stable than TU. (The corresponding difference in entropy, T Delta S-A = 1.3(2) kcal/mole, is equal to the value obtained by the harmonic approximation.) (2) The lowest approximation, which has the minimal number of local states, i.e., based on b = 0, (no correlations) and l = 1 (the angle values are distributed homogeneously), also leads to the correct value of Delta F, within the error bars. This is important since the lowest approximation can be applied even to large proteins. (3) The method enables one to define the entropy of a part of the molecule and thus to measure the flexibility of this part. We have verified that the results for T[S-A(TU) - S-A(TD)] of the tail alone converged to 2.4(1) kcal/mole, which demonstrates the relatively high flexibility of the tail in the TU state. In order to study the random coil state, the Asp(4)-Dpr(10) analogue and its linear version were simulated by MD at 1000 K. We have been able to calculate a lower bound, similar to 25 kcal/mole for T[S(linear) - S(cyclic)], which is the reduction in the conformational entropy caused by the ring closure. (C) 1994 John Wiley & Sons, Inc.