TGFB1 and pulmonary fibrosis: SIRT7 silencing induces endothelial-to-mesenchymal transition in lung vascular endothelial cells by promoting TGF-β signaling, which compromises the endothelial barrier and increases vascular permeability and inflammatory responses, leading to lung fibrosis (26).