We also identified a reduction in the expression of key biomarkers, including TGF-β and matrix metalloproteinase-9 (MMP-9), a marker of vasculopathy42 that is upregulated in IPF patients43 (Fig. 6C, D). This evidence concerns the gene TGFB1 and idiopathic interstitial pneumonia.