A total of 958 DEGs were identified, of which LRRK2, BMI1, EBP, MNDA, KBTBD7, KRT15, OTX1, TEKT4, SPAG8, and EFHC2 are probable hub genes of IPF. Here, EBP is linked to idiopathic pulmonary fibrosis.