TGF-β1, recognized as the principal fibrogenic mediator in IPF pathogenesis (Caja et al., 2018), induces spontaneous extracellular matrix remodeling in these adenoviral overexpression models. Here, TGFB1 is linked to idiopathic pulmonary fibrosis.