As a pleiotropic cytokine, transforming growth factor-β (TGF-β) exerts pivotal regulatory functions in pulmonary fibrosis via both Smad-dependent and Smad-independent pathways, driving epithelial–mesenchymal transition (EMT) and promoting airway inflammation and remodeling (13). Here, TGFB1 is linked to pulmonary fibrosis.