The area under the curve (AUC) values for S100A12, IL1R1, and FCGR2B were 0.744, 0.785, and 0.868, respectively, indicating robust diagnostic efficacy for diabetes-associated IDD. Here, IL1R1 is linked to diabetes mellitus.