As shown in Fig. 3, the diagnostic model with the highest area under the curve (AUC = 0.736, 95% CI: 0.715–0.757) incorporated variables such as age, sex, race, BMI, family PIR, education, drinking, smoking, hypertension, diabetes, CRP, and MLR. The gene discussed is CRP; the disease is Hypertension.