The ROC analysis revealed that leptin, IL-8, and IL-6 exhibited strong discriminatory capacity for distinguishing individuals with T2D from non-diabetic controls, with AUC values exceeding 0.73. This evidence concerns the gene IL6 and type 2 diabetes mellitus.