HIF1A and Alzheimer disease: This study employs a bidirectional MR approach to investigate the causal relationship between the levels of plasma HIF‐1α and the risk of neurological disorders, including IS and its subtypes, SAH, migraines and their subtypes, PD, AD, and ALS.