CNPY2 and type 2 diabetes mellitus: Further refinement by intersecting these genes with previously identified DEGs yielded five candidate genes: CDC25B, DPP7, FBXO31, PTCD3, and CNPY2 (Figure 3C), These genes emerged as promising biomarkers for both T2DM and sepsis, warranting further investigation into their functional roles.