Subsequently, the model was tested using ROC curves, which showed AUC values for GFAP, NPY, SNAP25, and SST as 0.789, 0.737, 0.802, and 0.796, respectively, indicating excellent diagnostic performance for AD (Figure 7I–L). Here, NPY is linked to Alzheimer disease.