Compared with the T2D group, the T2D with hyperlipidemia group had significantly higher levels of TG, TC, LDL-C, ApoB/ ApoA1, FBG, HbA1c, hs-CRP, and PCSK9 (Fig 2A). This evidence concerns the gene APOA1 and type 2 diabetes mellitus.