The green module had 18 genes significantly and jointly associated with early traits of both osteoporosis (DRToBMC) and atherosclerosis (BIMTavg) in model 1 (Table S11), the most significant (p.adj = 3.3 × 10−14) being MAP7 Domain Containing 2 (MAP7D2) (Table 4). This evidence concerns the gene MAP7D2 and osteoporosis.