In summary, we showed that icariin inhibits adipogenesis in preadipocytes in vitro and in a mouse model of GO in vivo, and these effects may be mediated by the suppression of autophagy through the modulation of the AMPK/mTOR pathway. Here, MTOR is linked to geroderma osteodysplastica.