By combining the PPI network, miRNA-target network, and functional enrichment analysis, we identified potential biomarkers including GABARAPL1, SGTA, ARRB1, GPX8, and VCAM1 for IPF. This evidence concerns the gene ARRB1 and idiopathic pulmonary fibrosis.