Based on LASSO and SVM-RFE algorithms, MAFF, ADCYAP1, and ZFP36L1 were identified as diagnostic biomarkers of AD with high sensitivity and specificity (Figures 4–6). This evidence concerns the gene ADCYAP1 and Alzheimer disease.