In addition, increasing evidence suggests genetic and pathological relationships between COVID-19 and AD (13, 14, 18), in direct linkage to APOE4 (51); APOE4 has been found to be related to COVID-19 infection and mortality (14, 52). This evidence concerns the gene APOE and COVID-19.