Glutathione Peroxidase-3 (GPX3) identified in our signature has been shown to be present in the epithelial lining fluid in the bleomycin-induced fibrosis model and upregulated in IPF [44]. The gene discussed is GPX3; the disease is idiopathic interstitial pneumonia.