This approach could clarify the regulatory effects of HIF-1α on cerebral vascular metabolism in AD, providing deeper insights into the molecular mechanisms by which exercise improves cerebrovascular function and identifying molecular targets for exercise interventions. Here, HIF1A is linked to Alzheimer disease.