After stratifying byIRAK-M (<3.76 and ≥3.76 ng/mL), patients with a higher TXNIP level showeda greater risk of prediabetes or T2D in the subgroup with low IRAK-M(<3.76 ng/mL). This evidence concerns the gene TXNIP and type 2 diabetes mellitus.