In these paths, the IPF node is directly connected to either EMT pathway nodes (SNAI2, TWIST1 and ZEB1) or dinoprostone (a pulmonary fibrosis regulator that expresses β-catenin), which is linked to CTNNB1. This evidence concerns the gene SNAI2 and idiopathic pulmonary fibrosis.