Our KEGG pathway analysis revealed that many of the identified DEGs in IPF are associated with focal adhesion and protein digestion and absorption, suggesting a role in cell–cell interactions, cell adhesion, and critical signaling pathways, including PI3K-Akt and AGE-RAGE pathways. Here, RENBP is linked to idiopathic pulmonary fibrosis.