Recent studies demonstrated that the methylation of ABCG1, CPT1A, and SREBF1 genes was associated with some cardio-metabolic risk factors including total cholesterol and insulin levels, as well as anthropometric indices of general and abdominal obesity. Here, ABCG1 is linked to Abdominal obesity.