Whereas GWAS detected no SNP in association with HTGW, EWAS identified that the ABCG1 CpG site (cg06500161) was associated with HTGW and T2D, the association with T2D being significantly explained in part through HTGW. Here, ABCG1 is linked to type 2 diabetes mellitus.