In the present study, the expression of GRP78, ATF4 and CHOP were up-regulated, and the phosphorylation of eIF2α and JNK were increased in the livers of mice with STZ/HFD-induced diabetes, which were reduced by long-term administration of BAIBA for 4 weeks. Here, ATF4 is linked to diabetes mellitus.