In this study, through combined study of a GEO cohort and an animal model, we identified three hub genes (ASPN, SFRP2 and SLCO4A1) that were differentially expressed between IPF and healthy control samples. Here, SFRP2 is linked to idiopathic pulmonary fibrosis.