Furthermore, ENST00000602017, identified as crucial in the predictive model, regulates the Inositol polyphosphate-5-phosphatase (INPP5D) gene, also known as SHIP1, which has emerged as significant in AD pathophysiology, particularly associated with late-onset AD (LOAD). Here, INPP5D is linked to Alzheimer disease.