Compared to a few previously reported metabolic associations with TXNIP CpG cg19693031, this study reveals a much larger role of TXNIP in T2D metabolic pathways that span several pathways of interest, including branched chain amino acids, alanine, lipid metabolism, and sugars among others. Here, TXNIP is linked to type 2 diabetes mellitus.