Network pharmacology revealed 36 diabetes-related targets, with nine core targets (PPARA, FXR, PTGS2, FABP1, HMGCR, ESRRA, CYP19A1, NR3C1, G6PD) implicated in nuclear receptor signaling, lipid metabolism, and inflammatory pathways. Here, NR1H4 is linked to diabetes mellitus.