These results indicate that QGY inhibits the combination of CKIP-1 and AKT, activates the AKT/mTOR pathway, inhibits autophagy in osteoblasts, thereby improving osteoporosis, which is consistent with the results of in vivo experiments. Here, PLEKHO1 is linked to osteoporosis.