Additionally, we discovered five distinct immune microenvironment-related genes (CXCR4, PPP3R1, HSP90AB1, CXCL10, and S100A12) that, when combined with interpretable machine learning methods, could successfully forecast the development of AD. Here, HSP90AB1 is linked to Alzheimer disease.