However, there are some differences between our study and the Korean population, where none of the ApoE polymorphisms, alleles (genotype), or haplotypes were significantly associated with T2DM risk, but only with lipids (Seo et al., 2021). This evidence concerns the gene APOE and type 2 diabetes mellitus.