Biomarkers such as IL4, PLXND1, GATA2, and NBEA regulate the progression of IPF through the Notch signaling pathway, which may provide valuable targets for the development of therapeutic strategies for IPF. This evidence concerns the gene IL4 and idiopathic pulmonary fibrosis.