The logistic regression model with IPF as dependent variable and KL-6 and SAA as independent variables showed AUC 0.81 (95%CI 0.72–0.90; NPP (%):74, PPP (%) 74.1; p < 0.0001) (Fig. 2b). This evidence concerns the gene MUC1 and idiopathic pulmonary fibrosis.