TXNIP and type 2 diabetes mellitus: Zampieri et al. were inspired to study SOCS3, SREBF1, and TXNIP genes [22] since their methylation was associated with the onset of T2DM in a prior whole blood epigenome-wide study of Indian Asian participants published by Chambers et al. in 2015 [42].