Furthermore, GLM indicated factors impacting MMSE ranking were the interaction between APOE ε4 allele and frontal WMH volume, independent to vascular risk factors (hypertension, diabetes mellitus and smoking history) and other CSVD (Table 2). Here, APOE is linked to diabetes mellitus.