Among the pre-IS bone metabolism markers, the levels of Ca2+, N-MID, TPINP, and β-CTX were higher with increasing severity of osteoporosis (P for trend < 0.05, Table 4) in the total population. This evidence concerns the gene CYP27A1 and osteoporosis.