The interplay between the APOE4 and the cognitive states, particularly the MCI phenotypes in the aperiodic component seen above, underscores the importance of considering both genetic predisposition and MCI phenotypes in understanding early stages of cognitive decline. The gene discussed is APOE; the disease is Mental deterioration.