Among the identified 67 DEGs, ASPN, COL1A1, COL3A1, COL14A1, POSTN, and SPP1 have been identified as hub genes for IPF previously (Zhou et al., 2019). Here, COL14A1 is linked to idiopathic pulmonary fibrosis.