In the SIENA cohort of the GSE70866 dataset, we found that GPA33 is a protective gene for IPF, and its high expression is associated with longer survival of patients (Figure 6N; Supplementary Figure S3F). This evidence concerns the gene GPA33 and idiopathic pulmonary fibrosis.