Our findings not only resolve prior ambiguities regarding lncRNA‐mediated VSMC regulation but also position LINC01605 as a pivotal orchestrator of AD pathogenesis, bridging the gap between transcriptional dysregulation and clinical vascular pathology. This evidence concerns the gene LINC01605 and Alzheimer disease.