In this research, sixteen variables (BFR, WHR, TG, HbA1c, LDL_C, TC, PSQI, VFI, age, SBP, FBG, ALT, creatinine, ECGNOTE, smoking, and drinking) with nonzero coefficients were considered as the predictors for CHD of rural residents of Xinxiang County, Henan Province. The gene discussed is GPT; the disease is coronary artery disorder.