With serum IS concentration as the objective variable, linear regression analysis was performed with the following nine explanatory variables: age, eGFR, estimated salt intake, U-Alb/Cr, sex, prevalence of hypertension, prevalence of diabetes, smoking history, and prevalence of constipation. The gene discussed is ALB; the disease is diabetes mellitus.