Among these genes, caveolin 1 (CAV1), insulin-like growth factor (IGF1), and TSPAN1 have previously been reported as potential markers of IPF (Lin et al., 2019; Liu et al., 2019; Hernandez et al., 2020). This evidence concerns the gene CAV1 and idiopathic pulmonary fibrosis.