So we underwent separate analysis according to CKD stages: 1) CKD stage 3: age, sex, DM, PKD, levels of serum albumin, serum hemoglobin, serum phosphate, and serum potassium, eGFR, and urinary protein. The gene discussed is ALB; the disease is chronic kidney disease.