As shown in Fig. 1, CBPB was particularly associated with a decreased risk of osteoporosis in patients with longer hemodialysis vintage, lower serum albumin level, lower intact PTH level, and active vitamin D analog use as well as in non-CVD, non-diabetes mellitus, and non-PPI use patients. The gene discussed is ALB; the disease is diabetes mellitus.