We hypothesized that participants with higher WMH load would demonstrate greater GMV atrophy and greater cognitive impairment, with this effect being more pronounced in APOE4 carriers compared to APOE4 non-carriers. The gene discussed is APOE; the disease is Cognitive impairment.