Concurrently, the GSE143323 and GSE128470 datasets revealed AUC values primarily exceeding 0.8, underscoring their diagnostic relevance in DM scenarios, with TYROBP in particular showcasing an AUC value over 0.85 (Figures 7B and 8B), highlighting its significant diagnostic efficacy. This evidence concerns the gene TYROBP and diabetes mellitus.