Among them, age, gender, ethnicity, weight, height, BMI, smoking history, HbA1c, SBP, eGFR, DBP, HDL, LDL, total cholesterol, triglyceride, use of insulin, duration of diabetes, and family history of diabetes CVD are determined as the persistent features in the prediction of CoDM. The gene discussed is INS; the disease is diabetes mellitus.