The ApoE Ɛ4 allele and its genotypes (Ɛ3/Ɛ4 and Ɛ4/Ɛ4) were linked to a higher risk of type 2 diabetes mellitus by changing the way fats are broken down [29]. Here, APOE is linked to type 2 diabetes mellitus.