The current longitudinal study is aim to dissect the relationship between APOE genotype and CSVD in a two-years cohort of healthy elderly from ADNI database, and to explore whether there are interactions between APOE and CSVD lead to cognitive decline. This evidence concerns the gene APOE and Mental deterioration.