To further explore the relationship between APOA1 (rs5069) genotypes and metabolic phenotypes, principal component analysis was performed separately for euglycemic obese and T2DM obese groups, with metabolic and biochemical parameters projected as vectors and individuals stratified by genotypes. Here, APOA1 is linked to type 2 diabetes mellitus.