Thus, our results based on functional network analysis and thus a predictive bioinformatic model could indicate that PRDX2, LCP1, OGN and TAGLN2 might impact the IPF progression through mechanisms common to cancer. The gene discussed is PRDX2; the disease is idiopathic pulmonary fibrosis.