Given the preponderance of opposing actions of E2 on TGF-β1 in in vitro systems other than the lung and the epidemiological evidence suggesting a male sex-bias in IPF, we hypothesized that E2 would inhibit TGF-β1-induced signaling in lung epithelial cells. The gene discussed is TGFB1; the disease is idiopathic pulmonary fibrosis.