In summary, results of the present study suggest that ASPN, CDH2, COL1A1, COL1A2, COL3A1, COL14A1, MMP1, POSTN, SPP1, MMP7, and CTSK are potential biomarkers of IPF. Here, COL1A1 is linked to idiopathic pulmonary fibrosis.