No significant differences were observed with respect to the other demographic and clinical characteristics (age, sex, hypertension, diabetes, alcohol consumption, smoking, TG, TC, LDL, ApoA, ApoB, and ApoE; p > 0.05) between the two groups. The gene discussed is APOE; the disease is diabetes mellitus.