A novel hierarchical approach to protein folding has been applied to comput
e the unknown structures of seven target proteins provided by CASP3. The ap
proach is based exclusively on the global optimization of a potential energ
y function for a united-residue model by conformational space annealing, fo
llowed by energy refinement using an all-atom potential. Comparison of the
submitted models for five globular proteins with the experimental structure
s shows that the conformations of large fragments (similar to 60 aa) were p
redicted with rmsds of 4.2-6.8 Angstrom for the C-alpha atoms. Our lowest-e
nergy models for targets T0056 and T0061 were particularly successful, prod
ucing the correct fold of approximately 52% and 80% of the structures, resp
ectively These results support the thermodynamic hypothesis that protein st
ructure can be computed solely by global optimization of a potential energy
function for a given amino acid sequence. (C) 1999 Wiley-Liss, Inc.