Subsequently, the expression profiles and multivariate analysis coefficients of three independent prognostic factors (CXCR4, GPR56 and PAK1) were used to establish and verify the prognostic characteristics of IPF. This evidence concerns the gene ADGRG1 and idiopathic pulmonary fibrosis.