We evaluated the covariates of age, height, sex, feeding status, AST, ALT, albumin, total bilirubin, DM, advanced age (≥60, ≥65, and ≥70 years old), renal disease, and liver disease. The gene discussed is ALB; the disease is kidney disorder.