In this study, we identified IPF-related DEGs (such as GABARAPL1, SGTA, ARRB1, GPX8, and VCAM1) and analyzed potential pathways (such as immune and inflammatory pathways) by comprehensively analyzing IPF-related RNA-seq and microarray datasets. Here, ARRB1 is linked to idiopathic pulmonary fibrosis.