CD274 and Alzheimer disease: To further evaluate the clinical applicability of the identified hub biomarkers, diagnostic nomogram models were constructed for both AR and AD based on the five shared genes: SERPINB4, SPRR1B, FOLH1, CD274, and CYP2E1.