In contrast, in the liver, obesity led to higher expression of Pparα and Pparδ expression in older female livers compared to young females while ADRB3 stimulation led to downregulation of Pparα and Pparδ expression (Supplementary Figure 4A and 4B). Here, PPARD is linked to Obesity.