We have investigated the influence of the ''noise'' of inevitable erro
rs in energetic parameters on protein structure prediction. Because of
this noise, only a part of all the interactions operating in a protei
n chain can be taken into account, and therefore a search for the ener
gy minimum becomes inadequate for protein structure prediction, One ca
n rather rely on statistical mechanics: a calculation carried out at a
temperature T somewhat below that of protein melting gives the best
possible, though always approximate prediction. The early stages of pr
otein folding also ''take into account'' only a part of all the intera
ctions; consequently, the same temperature T is favorable for the sel
f-organization of native-like intermediates in protein folding. (C) 19
95 Wiley-Liss, Inc.