There were significant differences (P < 0.05) between the participants who had anemia and those who did not have anemia in terms of age, diabetes mellitus, CKD, BMI, eGFR, albumin, glucose, total cholesterol. The gene discussed is ALB; the disease is anemia (phenotype).