We then evaluated the DNA methylation of three gene loci (SOCS3, SREBF1 and TXNIP), recently reported to be associated with T2DM and T2DM risk in whole blood epigenome-wide studies [33, 34]. Here, TXNIP is linked to type 2 diabetes mellitus.