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. The gene discussed is CXCR4; the disease is idiopathic pulmonary fibrosis.