Zhang et al. indicated that TUG1 is overexpressed in fibrotic liver tissues and HSCs, and it exacerbates liver fibrosis by reducing ferroptosis through enhanced glycolytic metabolism mediated by pyruvate dehydrogenase kinase isozyme 4 (PDK4) (Li MR. This evidence concerns the gene PDK4 and Hepatic fibrosis.