A single-nucleus RNA sequencing study identified that physical activity modifies gene expression in Alzheimer’s disease mouse models, notably enhancing responses in microglia and neurovascular-associated astrocytes within the hippocampus. Exercise-mediated modulation restored transcriptional dysregulation of genes associated with neuroprotection, providing insight into cellular mechanisms through which physical movement confers protective effects and informing potential therapeutic targets for Alzheimer’s disease.