Moreover, participants with osteoporosis had lower levels of serum albumin, triglycerides, uric acid, AST, ALT, and bilirubin, while exhibiting higher levels of serum total calcium, vitamin D, phosphorus, alkaline phosphatase, total cholesterol, and BUN. The gene discussed is ALB; the disease is osteoporosis.