The risk factors used in stepwise logistic regression analysis included age, sex, CysC, PLT, WBC, RBC, diabetes course, smoking status, BUN, BMG, eGFR, HCY, Fib, and ALT. The gene discussed is GPT; the disease is diabetes mellitus.