Previous studies reported DMPs (including cg19693031) at the TXNIP gene to be inversely correlated with both type 2 diabetes and sustained hyperglycaemia (for example, haemoglobin A1c levels)54, 55. Here, TXNIP is linked to Hyperglycemia.