Therefore, while the mechanisms are complex and require further study, evidence suggests that physical activity may modulate brain function in individuals at risk for AD, potentially offering a protective effect, particularly in those with genetic predispositions, such as the APOE4 allele. The gene discussed is APOE; the disease is Alzheimer disease.