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). This evidence concerns the gene SPP1 and idiopathic pulmonary fibrosis.