Notably, studies observed inverse and even positive association between ApoA1 and T2D presence [22–28], and positive association between T2D presence and ApoB as well as ApoB/A1 ratio [5, 23, 26, 28–30]. The gene discussed is APOB; the disease is type 2 diabetes mellitus.