S100A12/Pabpc1_Neu and PTGS2/Pabpc1_Neu was not detected in IPF and NOR, but specificity was significantly specific in COPD, LUAD, PC_NOR and SCC. The gene discussed is PTGS2; the disease is idiopathic pulmonary fibrosis.