Profiling of plasma proteome in IPF has identified minimal protein signatures of IPF, as well as potential biomarkers [10,11,45,46] of disease progression including MMP1, MMP7, and surfactant protein-D. The gene discussed is MMP1; the disease is idiopathic interstitial pneumonia.