We demonstrate that tilorone attenuated HFD-induced steatosis by restoring bone morphogenetic protein 9 (BMP9)-Smad1/5/8 signaling and upregulating peroxisome proliferator-activated receptor gamma (PPARγ) expression. Here, GDF2 is linked to steatosis.