In our study, we found that after BAT transplantation, the level of FGF21, PDK4 and ACOT2 mRNA was decreased, although the metabolic phenotype of PCOS rats were improved, which means changes of the expression of these genes may be closely associated with the observed metabolism disorder in DHEA-induced rats. Here, PDK4 is linked to metabolic disease.