The results indicated that genes such as SPINT2, PEBP1, and KL were associated with a protective effect against death, whereas genes such as HMGA1, ITGB4, and FGFR2 were risk factors of death in IPF. This evidence concerns the gene HMGA1 and idiopathic pulmonary fibrosis.