On the other hand, the remaining genes, i.e., CTHRC1, CP, COL3A, SAMD11, POSTN, CDH3, THY1, and CRLF1, showed an AUC value above 0.9, which characterizes them as excellent predictors of IPF. The gene discussed is POSTN; the disease is idiopathic pulmonary fibrosis.