IVW method showed that there was a genetic causal relationship between FGF21 and osteoporosis, and the overexpression of FGF21 increased the risk of osteoporosis (OR=1.003, 95%CI (1.001-1.005), P=0.004). Here, FGF21 is linked to osteoporosis.