This study reveals the critical role of ITGA8 in maintaining BBB integrity and promoting pericyte‐mediated vascular maturation, offering new therapeutic insights for neurodegenerative disorders such as Alzheimer's disease (AD) and multiple sclerosis (MS). Here, ITGA8 is linked to early-onset autosomal dominant Alzheimer disease.