Some research outcomes indicate that carriers of the E2 allele with long-standing T1DM experience a significantly higher risk of DN, while other studies did not find a clear association between APOE polymorphism and DN in individuals with T1DM. Here, APOE is linked to type 1 diabetes mellitus.