A hybrid pharmacophore model, based on structural motifs previously identified by our team, was employed to generate ligands that simultaneously target COX-2, 15-LOX, and PPARγ in the context of metabolic dysfunction-associated fatty liver disease (MAFLD). Notable COX-2 inhibitory activities (IC