Utilizing the outcomes derived from the multivariate logistic regressionanalysis, we developed a predictive model that combines age, hypertension,diabetes, smoking, and IL-2R to anticipate the presence of severe CAC.Subsequently, we generated a Receiver Operating Characteristic (ROC) curve toevaluate the model, as illustrated in Fig. 4. The gene discussed is IL2RA; the disease is diabetes mellitus.