In this context, TGF-β/Smad signaling serves as both a driver and amplifier of ferroptosis-induced epithelial damage, establishing a mechanistic link between chronic injury, ferroptotic stress, and irreversible fibrotic progression in IPF (82, 83). This evidence concerns the gene TGFB1 and idiopathic pulmonary fibrosis.