This document discusses a density functional theory study of the epimerization of glucose to mannose catalyzed by Sn-beta zeolite and borate salts. The study finds that the tetrahedral borate ion forms a complex with glucose that inhibits competitive isomerization. The stannanol group of Sn-beta catalyzes glucose ring opening, followed by enolization catalyzed by the silanol group. Epimerization then proceeds via an intramolecular 1,2 carbon shift, which is the rate-limiting step. Tin is found to be the most active metal center, and the proximity of the silanol group to the stannanol group enhances catalytic activity. The study aims to understand the cooperative roles of