Furthermore, the ROC analysis indicated that IL1R1 (AUC = 0.744), CHGB (AUC = 0.825), and NRG1 (AUC = 0.69) exhibited good diagnostic values for the healthy and AD samples (Fig. 5B). This evidence concerns the gene IL1R1 and Alzheimer disease.