Next, we explored the relationship between log(WMH load) and individual CVR factors, including hypertension risk, hypercholesterolemia, diabetes, smoking, WHR, and APOE-ε status through fitting linear regressions (Table 2) and risk factor specific loess-smoothed curves (Fig. 3). This evidence concerns the gene APOE and Hypertension.