MMP1 and Alzheimer disease: In addition, ROC analysis showed that MMP1 (AUC = 0.953, Figure 7G), BHLHE40 (AUC = 0.959, Figure 7F), NEAT1 (AUC = 0.923, Figure 7H), and PPARG (AUC = 0.923, Figure 7J) all have good potential to differentiate AD patients from controls, and ADORA3 (AUC = 0.888, Figure 7I) also has moderate potential to distinguish AD, suggesting that these genes could be used as potential diagnostic markers for AD in the future.