Additionally, ROBO2+ fibroblasts are linked to the PI3K–AKT and focal adhesion signaling pathways, both of which play crucial roles in the EMT and apoptosis during IPF progression [103]. The gene discussed is ROBO2; the disease is idiopathic pulmonary fibrosis.