Results demonstrated that compared with the normal control group (NC group), CPD, GGCT, SUZ12, and ZMYM2 exhibited significantly elevated expression in both CHD and T2D model groups (P < 0.05), with consistent upregulation trends across disease models. Here, GGCT is linked to coronary artery disorder.