The multiple logistic regression (MLR) analysis showed that ten variables were significantly associated with HCC development after adjustment for age, sex, race, DM duration, blood transfusion, smoking, traditional medication, metformin, gliclazide, insulin, HbA1c, RBC, WBC, total bilirubin, and creatinine. The gene discussed is INS; the disease is diabetes mellitus.