We have developed a new methodology for predicting tertiary structure of protein in solvent from the first principles, which combines the RISM theory for incorporating the solvent effects and a powerful method for sampling the structure space of protein. Roles of water in stabilizing protein structure and alcohol effects have been analyzed, and subjects to be treated in further studies have been discussed.