The mediation analyses between WMH-related neurodegeneration and cognitive decline in APOE-ε4 non-carriers showed that greater WMH partially explained the age-related hippocampal atrophy, which mediated the association between WMH and cognitive decline in APOE-ε4 non-carriers. The gene discussed is APOE; the disease is hippocampal atrophy.