To answer this question, we embarked on a network pharmacology study, focusing on the seven hub genes (FOXP2, ERBB4, GRM8, NCAM1, ESR1, DRD2, PDE4B) of GERD and IPF. Here, NCAM1 is linked to idiopathic pulmonary fibrosis.