In particular, DNA methylation at the ABCG1 locus in blood cell DNA of healthy individuals (baseline) was associated with a 9% increased risk of subsequent T2D and positively correlated with BMI, HbA1c, fasting insulin and triglyceride levels. Here, ABCG1 is linked to type 2 diabetes mellitus.