This study provides novel evidence that plant-derived miR-55—originating from the traditional Chinese formula Ge Xia Zhu Yu Decoction—can be orally delivered and modulates the CK2α/SMO/Gli1 signaling axis, significantly ameliorating MAFLD-associated liver fibrosis. The gene discussed is GLI1; the disease is Hepatic fibrosis.