Our study reveals common molecular pathways in Alzheimer's disease (AD) and atherosclerosis (AS), notably in genes like BEX2, NKRF, SOD1, UBL5, ZBTB17, and ZNHIT3. The gene discussed is ZNHIT3; the disease is atherosclerosis.