We hypothesized that DPP9 would be decreased during IPF and COVID-19 in fibroblasts and other cell types that increase in proportion during IPF based on our GWAS and eQTL colocalization in fibroblasts and IPF lung. Here, DPP9 is linked to idiopathic pulmonary fibrosis.