Our bioinformatics analysis provides evidence suggesting that both SERPINE1 and PTX3 may serve as effective biomarkers of disease severity in IPF when assessed in lung tissue samples. The gene discussed is SERPINE1; the disease is idiopathic pulmonary fibrosis.